novel optogenetic approach reveals a function of cgmp in ... · ca - cornu ammonis cam - calmodulin...

143
Novel optogenetic approach reveals a function of cGMP in synaptic plasticity and memory by Jelena Borovac A thesis submitted in conformity with the requirements for the degree of Doctor of Philosophy Molecular Genetics University of Toronto © Copyright by Jelena Borovac 2019

Upload: others

Post on 15-Oct-2020

6 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

Novel optogenetic approach reveals a function of cGMP in

synaptic plasticity and memory

by

Jelena Borovac

A thesis submitted in conformity with the requirements

for the degree of Doctor of Philosophy

Molecular Genetics

University of Toronto

© Copyright by Jelena Borovac 2019

Page 2: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

ii

Novel optogenetic approach reveals a function of cGMP

in synaptic plasticity and memory

Jelena Borovac

Doctor of Philosophy

Molecular Genetics

University of Toronto

2019

Abstract

Synaptic plasticity is the activity-dependent structural and functional modulation of the

synapse, which is essential for learning and memory. These processes are regulated by

signaling pathways involving cAMP and cGMP nucleotide messengers. cAMP signaling is

associated with enhanced synaptic structure, function and memory at the hippocampus, but the

exact role of cGMP remains elusive. Here, I use a novel optogenetic approach to study the role

of cGMP in structural and functional plasticity in hippocampal neurons and memory in the

dentate gyrus (DG). Strong synaptic activation induces synapse enlargement called structural

long-term potentiation (sLTP), which is further enhanced by cAMP (cAMP-sLTP). By

blocking the cGMP/PKG pathway, I demonstrated that postsynaptic cGMP signaling

negatively regulates cAMP-sLTP. Using a two-photon optogenetic approach to activate a light-

sensitive guanylyl cyclase at targeted dendritic spines, I revealed that an increase in

Page 3: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

iii

postsynaptic cGMP was sufficient to suppress the cAMP effect on structural potentiation, but

not induction of sLTP, suggesting a competitive bidirectional regulation of structural plasticity

by cAMP and cGMP. To address the role of cGMP in synaptic plasticity and memory, I adapted

the optogenetic technique to manipulate cGMP signaling in neurons of the DG, which is crucial

for memory. I demonstrated that postsynaptic cGMP signaling at the perforant path synapses

of the dentate gyrus (PP-DG) enhances functional synaptic potentiation. By utilizing a

comprehensive battery of tests for mouse behavior, I also revealed that cGMP signaling is

associated with enhanced anxiety and reference memory in mice. This project established a

novel optogenetic technique for targeted cGMP manipulation and provided the first direct look

at cGMP function from the level of the single synapse to the living mouse brain.

Page 4: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

iv

Acknowledgments

I am grateful to Dr. Kenichi Okamoto for his patience and careful guidance throughout my

project. I was lucky to be trained by such a remarkable scientist and his lessons will continue

to serve me throughout my career.

I’d also like to thank my supervisory committee, Dr. Mei Zhen and Dr. Gabrielle Boulianne

for their support, kindness and encouragement, both scientific and personal.

I am thankful to Dr. Keizo Takao at the University of Toyama for his expert supervision of our

8-month collaboration and to his kind technician Asoyama-san for taking the time to help me

acculturate and enjoy living in Japan.

Thank you to all members of the Okamoto lab both past and present for personal and

professional support.

My greatest gratitude is reserved for my mom, Radojka, who moved to Canada so I can enjoy

opportunities like this one, and my sister Snježana, who is the best friend I could ever ask for.

Page 5: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

v

Table of Contents Abstract ................................................................................................................................ ii

Acknowledgments .............................................................................................................. iv

Table of Contents ................................................................................................................. v

List of Figures ................................................................................................................... viii

Abbreviations ...................................................................................................................... xi

1 Introduction ..................................................................................................................... 1

1.1 Molecular mechanisms of chemical synapse structural plasticity ........................... 2

1.1.1 Dendritic spines ........................................................................................... 2

1.1.2 Structural synaptic plasticity of dendritic spines ......................................... 4

1.1.3 Molecular signaling in structural synaptic plasticity ................................... 6

1.1.4 cAMP and cGMP in structural synaptic plasticity .................................... 10

1.2 Molecular mechanisms of synapse functional plasticity ....................................... 13

1.2.1 Hippocampal neural circuit anatomy ......................................................... 13

1.2.2 Functional synaptic plasticity .................................................................... 15

1.2.3 Molecular mechanisms of PP-DG LTP ..................................................... 17

1.2.4 cAMP and cGMP in functional plasticity .................................................. 18

1.3 Molecular mechanisms of memory ....................................................................... 20

1.3.1 Testing episodic memory in mice .............................................................. 22

1.3.2 cAMP and cGMP in memory .................................................................... 25

1.4 Connection between plasticity and memory .......................................................... 26

Chapter 1: The function of cGMP in bi-directional structural synaptic plasticity ............ 27

1.5 Induction of bi-directional structural plasticity in dendritic spines ....................... 30

1.5.1 cAMP enhances structural potentiation of dendritic spines (cAMP- sLTP) ................................................................................................................... 34

Page 6: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

vi

1.5.2 Negative regulation of cAMP- sLTP at the dendritic spine ...................... 37

1.6 Role of cGMP signaling in negative regulation of cAMP-sLTP ........................... 40

1.6.1 cGMP-PKG function in negative regulation of cAMP-sLTP ................... 42

1.7 Postsynaptic cGMP is sufficient to suppress cAMP-sLTP ................................... 45

1.7.1 Photoactivation properties of BlgC in vitro ............................................... 46

1.7.2 Detection of BlgC photoactivation by FLIM probe in vitro ...................... 48

1.7.3 Detection of BlgC photoactivation in living neurons ................................ 50

1.7.4 Postsynaptic cGMP is sufficient to supress cAMP- dependent sLTP enhancement .............................................................................................. 52

1.8 Discussion .............................................................................................................. 55

Chapter 2: The role of cGMP in functional plasticity and mouse behavior ...................... 59

2.1 The role of postsynaptic cGMP in functional plasticity ........................................ 62

2.1.1 Validation of BlgC expression and light-dependent activation in DG neurons ....................................................................................................... 63

2.1.2 Effect of postsynaptic cGMP on PP-DG L-LTP ....................................... 66

2.2 The role of cGMP in mouse behavior ................................................................... 72

2.2.1 BlgC expression and light-dependent activation in the mouse brain ........ 73

2.2.2 Effect of postsynaptic cGMP on mouse behavior ..................................... 75

2.3 Discussion .............................................................................................................. 94

Conclusion and Future Directions ..................................................................................... 97

Materials and Methods ................................................................................................ 100

3.1 DNA constructs ................................................................................................... 100

3.2 Animal care .......................................................................................................... 100

3.3 Two-photon imaging and uncaging ..................................................................... 100

3.3.1 Structural potentiation ............................................................................. 101

3.3.2 Depotentiation of cAMP-dependent structural enlargement ................... 102

Page 7: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

vii

3.3.3 Two-photon optogenetic cGMP production ............................................ 102

3.4 BlgC photoactivation ........................................................................................... 103

3.4.1 cGMP detection by ELISA in vitro ......................................................... 103

3.4.2 cGMP detection by FLIM ........................................................................ 104

3.5 Pharmacology ...................................................................................................... 105

3.6 AAV packaging ................................................................................................... 105

3.7 Surgery: Stereotaxic microinjection and LED implant ....................................... 105

3.8 Fluorescence imaging of mouse hippocampal slices ........................................... 106

3.9 Electrophysiology ................................................................................................ 106

3.10 Statistical analysis ................................................................................................ 107

3.11 Mouse behavior ................................................................................................... 108

3.11.1 General Health and Neurological Screen (GHNS) .................................. 108

3.11.2 Light/Dark test (LD) ................................................................................ 109

3.11.3 Elevated Plus maze (EP) .......................................................................... 109

3.11.4 Open Field test (OF) ................................................................................ 110

3.11.5 Crawley’s Social Interaction test (CSI) ................................................... 110

3.11.6 Social Interaction test (SI) ....................................................................... 111

3.11.7 Object Localization test (OLT) ................................................................ 111

3.11.8 Barnes Maze (BM) .................................................................................. 112

3.11.9 T-Maze (Forced Alternation) (TMFA) .................................................... 113

References ....................................................................................................................... 115

Page 8: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

viii

List of Figures Figure 1: Dendritic spine structure ............................................................................................ 3

Figure 2: Structural plasticity of dendritic spines ...................................................................... 5

Figure 3: Postsynaptic actin/CaMKIIβ regulation during structural potentiation ..................... 9

Figure 4: Postsynaptic cAMP and cGMP signaling in the dendritic spine ............................. 12

Figure 5: Anatomy of hippocampal neural circuits ................................................................. 14

Figure 6: Categories of memory .............................................................................................. 21

Figure 7: Memory tests used to study episodic memory in mice ............................................ 23

Figure 8: Caged glutamate uncaging using a two-photon microscope .................................... 32

Figure 9: Two-photon uncaging targeting individual dendritic spine ..................................... 33

Figure 10: Induction of structural potentiation in dendritic spines (sLTP) ............................. 35

Figure 11: cAMP enhances structural potentiation of dendritic spine (sLTP) ........................ 36

Figure 12: Direct effect of low frequency stimulation (LFS) on dendritic spine structure ..... 38

Figure 13: Suppression of the dendritic spine structure following cAMP-sLTP .................... 39

Figure 14: Signaling pathways guiding bi-directional structural plasticity ............................. 41

Figure 15: cGMP-dependent protein kinase (PKG) is required for suppression of structural

enlargement ............................................................................................................................. 43

Figure 16: Summary of the effects of specific cGMP pathway inhibitors .............................. 44

Figure 17: Characterization of BlgC activity in vitro. ............................................................. 47

Figure 18: FRET/FLIM detection of cGMP produced by BlgC photoactivation in vitro ....... 49

Page 9: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

ix

Figure 19: Detection of cGMP produced by BlgC in living neurons ...................................... 51

Figure 20: Postsynaptic cGMP-dependent suppression of cAMP-sLTP ................................. 53

Figure 21: Summary of the postsynaptic cGMP effects on cAMP-dependent sLTP .............. 54

Figure 22: Supplementary bidirectional regulation of structural plasticity ............................. 57

Figure 23: Proposed model of cAMP-cGMP signaling cross-talk during bidirectional

plasticity ................................................................................................................................... 58

Figure 24: Schematic strategy of BlgC expression targeting the DG neurons of the mouse

brain ......................................................................................................................................... 64

Figure 25: Detection of cGMP produced by BlgC photo-activation in hippocampal slices ... 65

Figure 26: Basal synaptic properties of wild-type and BlgC expressing mice ........................ 67

Figure 27. Photoactivation of BlgC enhances functional long-term potentiation (L-LTP) at

PP-DG synapses ...................................................................................................................... 69

Figure 28: The effect of BlgC photoactivation on paired pulse ratio before and after tetanic

stimulation ............................................................................................................................... 71

Figure 29: Schematic of light-dependent cGMP signal delivery in the mouse brain .............. 74

Figure 30: Summary schematic of mouse behavior analysis ................................................... 76

Figure 31: General Health and Neurological Screening (GHNS) ........................................... 78

Figure 32: Light-Dark (LD) test .............................................................................................. 80

Figure 33: Elevated Plus Maze (EP) test ................................................................................. 81

Figure 34: Open field (OF) test ............................................................................................... 82

Figure 35: Crawley’s social interaction (CSI) test .................................................................. 84

Figure 36: Single chamber social interaction (SI) test ............................................................. 85

Page 10: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

x

Figure 37: Object Location test (OLT) .................................................................................... 88

Figure 38: Barnes Maze (BM) training trials .......................................................................... 89

Figure 39: Barnes Maze (BM) probe test (PT1) ...................................................................... 90

Figure 40: Forced Alternation T-maze test (TMFA). .............................................................. 91

Table1: Summary of the mouse behavior testing battery ........................................................ 93

Page 11: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

xi

Abbreviations

AAV - adeno-associated virus

AC - adenylyl cyclase

ACSF - artificial cerebrospinal fluid

ADF - actin depolymerizing factor

AID - autoinhibitory domain

AMPAR - alpha-amino-3-hydroxy-5-

methyl-4-isoxazole propionic acid receptors

Arp2/3 - actin-related protein 2/3 complex

BlgC - bacterial light-activated guanylyl

cyclase

BM - Barnes maze test

CA - Cornu ammonis

CaM - calmodulin

CaMKII - calcium-calmodulin dependent

protein kinase II

cAMP - cyclic adenosine monophosphate

cGMP - cyclic guanosine monophosphate

CNG - cyclic nucleotide gated ion channel

CREB - cAMP-responsive element binding

CSI - Crawley’s social interaction test

DG - dentate gyrus

EC - entorhinal cortex

ELISA - enzyme linked immunosorbent

assay

E-LTP - early long-term potentiation

EP - elevated plus maze test

F-actin - filamentous actin

EPSP - excitatory postsynaptic potentials

FLIM - fluorescence lifetime imaging

microscopy

FRET - Förster-resonance energy transfer

GABA - gamma-amino butyric acid

GC - guanylyl cyclase

GFP - green fluorescent protein

GHNS - general health and neurological

screen

HEK 293 - human embryonic kidney 293

HFS - high frequency stimulation

HP - hot plate test

IEG - immediate early genes

I/O - input/output

LD - light-dark test

Page 12: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

xii

LFS - low-frequency stimulation

LFU - low-frequency uncaging

L-LTP - late long-term potentiation

LTD - long-term depression

LTP - long-term potentiation

MF - mossy fiber

mGluR - metabotropic glutamate receptor

MPP - medial perforant pathway

MTL - medial temporal lobe

NMDAR - n-methyl-d-aspartate receptor

NO - nitric oxide

NOS - nitric oxide synthase

OF - open field test

OLT - object location test

PDE - phosphodiesterase

PKA - protein kinase A

PKG - protein kinase G

PP - perforant path

PP1 - phosphatase 1

PP2A - phosphatase 2A

PPI - pre-pulse inhibition

PPR - paired-pulse depression

PSD - postsynaptic density

PT1 - probe test 1

RR - rota-rod test

SC - Schaffer collateral

SI - social interaction test

sLTP - structural long-term potentiation

sLTD - structural long-term depression

TM - T-maze test

TMFA - T-maze forces alternation

TMLR - T-maze left right discrimination

VASP - vasodilator-stimulated

phosphoprotein

Page 13: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

1

1 Introduction

Components of this chapter have been published in the Molecular and Cell Neuroscience:

Borovac, J., Bosch, M., and Okamoto, K. (2018). Regulation of actin dynamics during

structural plasticity of dendritic spines: Signaling messengers and actin-binding proteins. Mol

Cell Neurosci. 91, 122-130.

A link to the published paper can be found at:

https://www.sciencedirect.com/science/article/pii/S1044743117304177?via%3Dihub

Page 14: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

2

1.1 Molecular mechanisms of chemical synapse structural plasticity

1.1.1 Dendritic spines

Signal transmission across the synapse is the source of our movement, pain, addiction, memory

and the root of our existence. The chemical synapse is the site of communication between two

neurons, where the pre-synaptic axon containing neurotransmitter vesicles meets the post-

synaptic “dendritic spine” of another neuron [1, 2] (Figure 1).

Spine-like structures are investigated using various models, including C. elegans [3, 4],

Drosophila [5], honeybees [6], jewel fish [7], songbirds [8] and rodents [9]. Dendritic spines

were first discovered by Ramón y Cajal, and originally described as “thorns” because of the

way they protrude from the dendrite body [10] (Figure 1). These small dendritic units serve to

compartmentalize signaling at excitatory synapses throughout the central nervous system,

including the hippocampus [9].

Hippocampal dendritic spines reach an average size of 1µm3 [11], but their morphology ranges

in size and shape depending on spine maturity (Figure 1). For example, thin elongated spines,

called “filipodia”, are newly formed and usually transient [12], while large “mushroom”

shaped spines [13] represent the mature form (Figure 1). The dendritic spine structure is highly

dynamic and tightly correlated with synaptic strength and function [14].

Page 15: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

3

Figure 1: Dendritic spine structure

(A) Schematic of a hippocampal Cornu Ammonis 1 (CA1) pyramidal neuron, forming a

synapse with the axon of a Cornu Ammonis 3 (CA3) pyramidal neuron, with the synapse

formation detailed in the subset.

(B) Classification of dendritic spine structure including filipodia, stubby, mushroom and thin

spines.

Page 16: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

4

1.1.2 Structural synaptic plasticity of dendritic spines

“Structural synaptic plasticity” refers to the change in dendritic spine structure that occurs in

response to repeated synaptic activity, such as sensory stimulation or learning a new memory

[15, 16]. The role of structural plasticity is not well understood, but it is thought to provide a

physical trace that represents the path of synaptic activity [16].

Activity-dependent structural change was first observed in the sensory neuron synapses of the

marine mollusk Aplysia californica [17]. In the mammalian brain, structural plasticity is most

intensively investigated at the dendritic spines of hippocampal Cornu Ammonis 1 (CA1)

pyramidal neurons. Early evidence of electrically induced synaptic morphological change was

reported in the mid-1970s using electron microscopy [18]. However, structural plasticity

occurs quickly (in the order of seconds) and it is difficult to predict which spines will undergo

structural change in response to electric stimulation of whole neurons [19]. Therefore, different

approaches are used today to study structural plasticity at individual dendritic spines.

Development of two-photon microscopy in combination with fluorescent proteins has enabled

us to directly monitor the alterations of dendritic spine structure in living brain tissue [20].

Induction of synaptic potentiation (LTP) leads to an increase in synaptic size (structural LTP:

sLTP), while synaptic depression (LTD) causes its shrinkage (structural LTD: sLTD) [21, 22]

(Figure 2). The size of the dendritic spine and strength of synaptic function are tightly

correlated, suggesting that structural plasticity is an essential process in synaptic plasticity.

Page 17: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

5

Figure 2: Structural plasticity of dendritic spines

Schematic of dendritic spine enlargement and shrinkage associated with synaptic potentiation

and depression.

Page 18: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

6

1.1.3 Molecular signaling in structural synaptic plasticity

1.1.3.1 Role of actin as a major cytoskeletal protein in dendritic spines

Actin is the most abundant protein in eukaryotic cells. Among its three main isoforms (α, β and

γ), actin-β and γ are the two isoforms found in non-muscle cells such as neurons [23]. It is

highly enriched in dendritic spines, where it functions as the major cytoskeletal component that

forms and maintains dendritic spine morphology. Actin is also the main anchoring site for

many postsynaptic proteins, including N-Methyl-D-Aspartate Receptors (NMDARs) and

Alpha-Amino-3-Hydroxy-5-Methyl-4-Isoxazole Propionic Acid Receptors (AMPARs) [24-

28]. Studies using two-photon FRET (Förster resonance energy transfer) live imaging showed

that actin exists in a dynamic equilibrium between globular (G)-actin and filamentous (F)-actin

[22, 29]. Activity-dependent actin polymerization and depolymerization during synaptic

plasticity cause structural enlargement and shrinkage of dendritic spines. Honkura and

colleagues have demonstrated the presence of different pools of F-actin in the spine: (1) a

dynamic F-actin pool with a fast turnover at the periphery of the spine, (2) a stable F-actin pool

with slow turnover at the base of the spine and (3) an “enlargement” pool with slow turnover

that is formed in response to sLTP induction [30].

Page 19: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

7

Regulation of postsynaptic actin during structural plasticity mediates rapid morphological

changes at the dendritic spine

F-actin assembly: Upon synaptic stimulation, actin within the dendritic spine is rapidly

polymerized (~ 1 min) into F-actin and the spine volume increases as a result [22]. The actin

binding protein Arp2/3 is also rapidly translocated to the potentiated spines [31]. Arp2/3 has

nucleation activity, which increases the complexity of actin filaments through branching [32,

33].

F-actin stabilization: Actin-binding proteins such as calcium-calmodulin dependent protein

kinase II β (CaMKIIβ), Drebrin, and α-actinin serve as stabilizers of the actin cytoskeleton by

crosslinking F-actin in bundles or linking F-actin to postsynaptic density (PSD) proteins [34-

38]. These three actin binding proteins are highly enriched in dendritic spines, and their

suppression affects spine formation and morphology [36, 39, 40].

F-actin disassembly: Cofilin-1 and the related actin depolymerizing factor (ADF) are expressed

in neurons and found in the dendritic spine [41]. Cofilin exerts a bidirectional effect on F-actin,

depending on its relative concentration to actin. At high concentrations, cofilin can bind to

actin filaments and promote their stabilization or even the nucleation of new filaments [42]. At

low concentrations, cofilin promotes F-actin disassembly by cutting the actin filaments

(severing) or by facilitating the removal of the actin monomers (depolymerization) [43].

Page 20: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

8

1.1.3.2 Role of Ca2+ and CaMKII in structural synaptic potentiation (sLTP)

Synaptic potentiation causes Ca2+ influx into dendritic spines, which activates a series of

biochemical processes including CaMKII (Figure 3). CaMKII α and β are particularly

abundant and constitute 2% of the total protein in the rodent hippocampus [44]. CaMKIIα is

proposed to function as a molecular trigger for LTP, while CaMKIIβ binds to actin filaments

and regulates sLTP induction and maintenance [36, 45-47].

Regulation of postsynaptic CaMKIIβ during structural plasticity

CaMKII autophosphorylation/activation: CaMKIIβ binds to F-actin in its basal state, creating

a bundling or stabilizing effect [36], while also limiting the binding of actin modulator

molecules [45]. Upon synaptic stimulation, this interaction is abolished by Ca2+/CaM binding

[48] and the resulting auto-phosphorylation of CaMKII leads to detachment and release of F-

actin, thereby allowing access to actin modifying proteins to subsequently modify the structure.

CaMKII dephosphorylation/inactivation: PP1 phosphatase plays a crucial role in gating

CaMKII autophosphorylation through de-phosphorylation of Thr286 of CaMKII [49, 50] along

with phosphatase 2A (PP2A) which predominantly de-phosphorylates the soluble cytoplasmic

CaMKII [51]. The balance between phosphorylation and de-phosphorylation of CaMKII is an

essential regulator of synaptic and structural plasticity, as well as learning and memory.

Page 21: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

9

Figure 3: Postsynaptic actin/CaMKIIβ regulation during structural potentiation

Schematic representation of the changes in dendritic spine in response to synaptic potentiation

(1) Actin bundling by CaMKII (calcium/calmodulin dependent protein kinase II) under

baseline conditions. (2) CaMKII activation and detachment from actin following potentiation.

(3) Actin polymerization and dendritic spine enlargement (4) CaMKII-actin re-bundling and

stabilization of the newly formed structure.

Page 22: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

10

1.1.4 cAMP and cGMP in structural synaptic plasticity

Cyclic AMP (cAMP) is a ubiquitous second messenger with a variety of cellular functions

[52]. In dendritic spines, cAMP is synthesized by adenylyl cyclase (AC) in response to the

activation of receptors such as NMDAR, mGluR and dopamine receptors [53-57]. The

postsynaptic cAMP pathway plays an essential role in protein synthesis-dependent LTP (L-

LTP) [58-60], through the activation of cAMP-Responsive Element Binding (CREB)

transcription factor [61, 62]. Pharmacological application of the potent AC activator forskolin

during synaptic potentiation demonstrated that cAMP enhances structural synaptic potentiation

(sLTP) by further increasing dendritic spine enlargement (cAMP-sLTP) [63, 64].

Our recent results indicate that cAMP carries out this effect on structural potentiation through

a mechanism that is rapid and protein synthesis-independent [65]. Strong synaptic stimulation

triggers cAMP and cAMP-dependent protein kinase (PKA) in addition to the activation of

CaMKII [65]. cAMP/PKA signalling prolongs the time of CaMKIIβ activation during sLTP

by blocking protein phosphatase 1 (PP1) (which normally inactivates CaMKII by

dephosphorylation [66, 67]). Thus, the postsynaptic cAMP/PKA/PP1/CaMKIIβ pathway

regulates structural synaptic potentiation by extending the time window for actin cytoskeleton

remodelling (Figure 4).

Cyclic GMP (cGMP) is synthesized in response to activation of various receptors including

NMDARs, cholinergic and dopamine receptors [68-70]. Postsynaptic Ca2+ influx stimulates

nitric oxide synthase (nNOS) to produce nitric oxide (NO), which activates guanylyl cyclase

(GC) and leads to the synthesis of cGMP [71-73] and activation of its major effectors, including

protein kinase G (PKG) [74], phosphodiesterase 2 (PDE2) [75], and cyclic nucleotide gated

Page 23: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

11

ion channel (CNG) [76]. cAMP and cGMP are both degraded by phosphodiesterases (PDE),

including cAMP-specific PDE4, cGMP-specific PDE5 and PDE2 which can hydrolyze both

[77, 78].

The role of cGMP in NMDAR-dependent structural potentiation of spines is not known.

However, some molecules that regulate spine structure are found downstream of the cGMP

pathway. For example, the activity-dependent formation of excitatory spines is regulated by

NO/cGMP/PKG-dependent phosphorylation of vasodilator-stimulated phosphoprotein

(VASP) [79, 80], a protein that is involved in the regulation of actin filaments [81]. The cGMP-

PKG pathway also causes phosphorylation-dependent inhibition of RhoA, which is a Rho

GTPase that stimulates actin polymerization via ROCK LIM-kinase-cofilin pathway [80, 82,

83]. These findings suggest that cGMP signaling has the capacity to directly affect synaptic

structural plasticity through its interaction with actin modifying proteins (Figure 4).

Page 24: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

12

Figure 4: Postsynaptic cAMP and cGMP signaling in the dendritic spine

Schematic representation of cAMP signaling in the dendritic spine, showing ATP conversion

into cAMP by adenylyl cyclase (AC) enzyme, degradation by phosphodiesterase (PDE) and

the activation of protein kinase A (PKA). PKA phosphoregulates proteins in the dendritic

spine, including phosphatase 1 (PP1), which dephosphorylates calmodulin-dependent protein

kinase II (CaMKII). cGMP is produced by GTP conversion into cGMP by guanylyl cyclase

(GC) and degraded by phosphodiesterases (PDE2 and PDE5). cGMP activates protein kinase

G (PKG), which phosphoregulates proteins involved in modulating synaptic structure, such as

RhoA and vasodilator-stimulated phosphoprotein (VASP).

Page 25: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

13

1.2 Molecular mechanisms of synapse functional plasticity

1.2.1 Hippocampal neural circuit anatomy

The hippocampus consists of the dentate gyrus (DG), which contains granule cells, and the

Cornu Ammonis areas (CA1, CA2, CA3), which contains pyramidal cells [84] (Figure 5).

The entorhinal cortex (EC) connects the hippocampus with nearly all other association cortices

and represents the main source of incoming/sensory information [85]. The EC sends excitatory

projections through the perforant path (PP) to granule cells of the DG, whose mossy fiber

projections activate CA3 pyramidal neurons, which in turn activate CA1 pyramidal cells

through the Schaffer collateral (SC) pathway [86]. This is the trisynaptic pathway (sequential

projections from EC to DG, CA3, and then to CA1). Direct projections from EC to CA1 and

EC to CA3 are called monosynaptic pathways. CA1 neurons are the major output from the

hippocampus, projecting to various brain regions, such as the subiculum, perirhinal cortex,

prefrontal cortex, and amygdala [86].

Page 26: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

14

Figure 5: Anatomy of hippocampal neural circuits

Schematic of hippocampal neural circuits including the monosynaptic pathways (direct

projections from EC to CA1 and EC to CA3) and the trisynaptic pathway (sequential

projections from EC to DG, CA3, and then to CA1).

Page 27: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

15

1.2.2 Functional synaptic plasticity

Repeated stimulation alters synaptic strength or efficacy in the long-term, through a process

called functional or synaptic plasticity [87]. Synaptic plasticity is considered a major

molecular/cellular model of learning and memory [88].

Synaptic plasticity can be experimentally modeled in acute hippocampal slices using

electrophysiology, where the application of repetitive trains of electric stimuli induces

potentiation that is recorded as a change in field excitatory postsynaptic potentials (fEPSPs)

[89]. Synaptic plasticity can be investigated in a number of neural circuits of the hippocampus,

including CA3–CA3, CA3–CA1, perforant path (PP)-CA1, perforant path (PP)-dentate gyrus

(DG), perforant path (PP)-CA3 and mossy fiber-CA3 synapses [90].

Depending on the properties and frequency of electric stimulation, various types of plasticity

can be induced, such as early long-term potentiation (E-LTP), late long-term potentiation L-

LTP and long-term depression (LTD).

Long-term potentiation (LTP) is the activity-dependent enhancement of synaptic function,

expressed as early-LTP (E-LTP) and protein synthesis dependent late-LTP (L-LTP) [91, 92].

During LTP, strong synaptic activation leads to a robust Ca2+ increase, which in turn causes

activation of kinases such as CaMKII [93] and the recruitment of a-amino-3-hydroxy-5-

methyl-4-isoxazolepropionic acid receptors (AMPARs) to the membrane, resulting in a further

increase in synaptic transmission.

Page 28: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

16

Regulation of CaMKII during synaptic potentiation

At baseline conditions, the central autoinhibitory domain (AID) of the CaMKII holoenzyme

interacts with its catalytic domain to maintain an inactive state. However, in stimulated

synapses, Ca2+ levels increase and Ca2+/CaM binding disrupts this autoinhibitory conformation.

This initiates autophosphorylation of Thr286 in the AID of CaMKII [94] and Thr305/306 in

the Ca2+/CaM binding domain [49], resulting in its autonomous, self-perpetuating activity and

the phosphorylation of proteins such as AMPAR. Thus, CaMKII increases synaptic efficacy

even after its original activation triggers LTP [95, 96].

Page 29: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

17

1.2.3 Molecular mechanisms of PP-DG LTP

Perforant path (PP)-dentate gyrus (DG) synapses exhibit post-synaptic NMDA receptor-

dependent LTP [97]. PP-DG LTP is initiated by glutamate from the pre-synaptic terminal

binding to the receptors on the dendritic spine, resulting in Ca2+ ion influx/depolarization and

a selective increase in AMPA receptors causing increased synaptic transmission [88, 98]. The

early phase of PP-DG LTP is mediated by CaMKII, protein kinase C, and MAP kinase and it

is independent of protein synthesis and PKA activation [99, 100]. Conversely, the late phase

of LTP (L-LTP) is protein synthesis-dependent, and involves the cAMP/PKA pathway. cAMP

activates the cAMP-Responsive Element Binding (CREB) transcription factor and upregulates

transcription during L-LTP [101, 102].

Protein synthesis-dependent PP-DG L-LTP also induces expression of immediate early genes

(IEGs) such as c-fos, Zif268, Arc and Homer, which the Tonegawa lab elegantly adapted for

optogenetic tagging and manipulation of neurons involved in memory [101, 103]. These

experiments linked signaling in PP-DG neural pathways with memory processing and validated

PP-DG as a good model for studying molecular signalling in plasticity and memory [104-107].

Page 30: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

18

1.2.4 cAMP and cGMP in functional plasticity

It is well established that cAMP mediates the late-phase of LTP (L-LTP), through activation

of the CREB transcription factor [108-110]. cAMP signaling was demonstrated in hippocampal

mossy fiber/CA3 [58], CA1/CA3 [59, 60] and medial perforant pathway (MPP) L-LTP [99].

Hippocampus-specific protein kinase G I (PKG-I) knockout mice exhibit impaired late-phase

potentiation, suggesting that cGMP signaling also mediates L-LTP [111]. Inhibiting guanylyl

cyclase blocks the induction of hippocampal CA3/CA1 LTP [112, 113] and perfusion of cGMP

analogs induces long-lasting potentiation [114, 115], strongly suggesting a functional role of

cGMP in enhancing LTP.

In contrast, cGMP-dependent PKG-I is required for long-term depression (LTD) in the

Purkinje cells of the cerebellum [116-118]. These findings suggest that cGMP modulates

synaptic plasticity in both directions, depending on the brain area, through different signaling

mechanisms such as NMDAR-dependent and G-protein coupled signaling [119]. Importantly,

cGMP signaling is known to facilitate neurotransmitter release from the pre-synaptic neuron

during potentiation [115, 120-122]. More specifically, post-synaptic receptor stimulation

causes Ca2+/calmodulin-dependent activation of nitric oxide synthase (NOs) and the synthesis

of NO, which then travels back to the presynaptic site by retrograde signaling and stimulates

presynaptic synthesis of cGMP.

At the presynaptic site, cGMP aids in the assembly of neurotransmitter-containing vesicles,

leading to an increase in transmitter release and enhanced LTP [121]. Therefore, it is important

to distinguish the pre- and post-synaptic contributions of cGMP to synaptic plasticity. One

study addressed postsynaptic cGMP function using cultured hippocampal neurons, where

cGMP-dependent protein kinase G II (PKG-II) was found to modulate AMPAR trafficking

Page 31: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

19

[123]. However, current pharmacological and genetic approaches make it difficult to

specifically target postsynaptic pathways during hippocampal LTP. Therefore, more precise

methods will be necessary to reveal the exact postsynaptic function of cGMP in synaptic

plasticity.

Page 32: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

20

1.3 Molecular mechanisms of memory

Memory is the internalization of relevant information (acquisition), followed by its storage

(consolidation), further processing (reconsolidation) and remembering (retrieval) [124]. The

main memory types are conscious “declarative” memory and implicit or unconscious

“procedural” memory. The medial temporal lobe (MTL) processes declarative memory by

utilizing structures in the hippocampal region (CA fields, dentate gyrus, and subicular

complex) and the adjacent perirhinal, entorhinal, and parahippocampal cortices [125]. Subjects

with medial temporal lobe damage fail to process new declarative memory, but can still access

information from the past, suggesting that memory eventually becomes independent of the

hippocampus [125]. This process occurs through “systems consolidation”, whereby permanent

memory becomes stored in synapses of the neocortex, instead of the hippocampus [126].

However, even this memory is subject to further modification and error because of a process

called reconsolidation, which makes it temporarily labile again [127, 128]. Declarative or

explicit memory is subcategorized into “semantic” memory of facts and “episodic”, sometimes

termed autobiographical, memory of what, when and where [129] (Figure 6). Episodic

memory is a “recently evolved, late-developing, and past-oriented” memory system [130].

Episodic-like memory can be experimentally evaluated in animal models by manipulating their

environment using objects, aversive stimuli or changes in spatial configuration [131]. When

testing memory using mice, an important distinction is made between “reference memory” and

“working memory” (Figure 6). Working memory is the short-term storage and processing of

information, such as immediate surroundings and cues available within the trial [132].

Reference memory is long-term, and representative of information acquired throughout a

number of training trials [133].

Page 33: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

21

Figure 6: Categories of memory

Schematic representing main categories of memory with focus on hippocampal memory and

the methods for testing it in rodents.

Page 34: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

22

1.3.1 Testing episodic memory in mice

Memory can be evaluated in mice using various tests, such as Contextual Fear Conditioning,

Maze variations (Morris Water maze, Radial arm maze, T-maze, Barnes maze) and Object Test

variations (object location, object discrimination) [131, 134, 135]. Because working memory

represents immediate processing, memory tasks with a changing goal location can be used to

evaluate working memory. An example of this type of test is the Forced Alternation T-maze,

where the mouse chooses the left or right arm of the maze, depending on the trial [133, 136].

Tests with a permanent goal location, such as the Barnes maze, can be used to evaluate

reference memory [136]. It is considered a reliable test of reference memory because mice are

trained over several trials to learn the permanent location of an escape hole [137]. Compared

to the Morris water maze, this test is advantageous because it removes the stress associated

with swimming, and offers a dry and spacious arena more compatible with the use of

optogenetics. The T-Maze test can be designed to evaluate either reference memory in the “T-

Maze Left/Right Discrimination”, or working memory using “T-Maze Forced Alternation”

[138]. The motivation in this test is a sucrose pellet reward, and some extra stress may arise

from the food restriction period preceding the test.

Finally, object localization tests commonly rely on short-term working memory because mice

are evaluated based on their spatial memory of the arena layout/components without training

trials [139]. I utilized these three tests in combination with optogenetics to study the role of

cGMP in memory (Figure 7).

Page 35: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

23

Figure 7: Memory tests used to study episodic memory in mice

Schematic representing the memory tasks utilized to evaluate working memory (Object test

and T-Maze Forced Alternation) and reference memory (Barnes maze) in mice.

Page 36: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

24

1.3.1.1 Memory in the hippocampal dentate gyrus (DG)

Selective lesions of the dentate gyrus (DG) cause impairment of spatial working memory, as

well as spatial reference memory [140-142], suggesting that the DG is a good model for

studying memory in mice. Recent channelrhodopsin optogenetic protocols specifically target

DG pathways to manipulate memory. Optogenetic activation of neurons in the DG was used

to (1) create a false memory in mice [143], (2) switch fear memory to reward memory through

re-association [144] and (3) acutely suppress depression-like behavior [145].

Page 37: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

25

1.3.2 cAMP and cGMP in memory

Mutant mice lacking type I adenylyl cyclase (which generates cAMP) exhibit spatial memory

deficits in the Morris water maze test [146], while mice without functional cAMP-dependent

PKA show impaired memory retrieval [147]. Both of these results suggest that cAMP/PKA

signaling is crucial for memory. Indeed, a number of studies have confirmed the involvement

of cAMP in long-term memory and the potential of PKA as a therapeutic target for memory

disorders [148].

cGMP function in memory was addressed through pharmacological inhibition of

phosphodiesterase (PDE) enzymes, which degrade cGMP, cAMP or both [78]. PDE 2

hydrolyzes cAMP and cGMP, while PDE 5 and PDE 9 are cGMP-specific [149]. Remarkably,

PDE 2 [150], PDE 5 [151], and PDE 9 [152] inhibition have all been reported to significantly

improve learning and memory in rodents. This suggests that upregulation of cGMP signaling

is associated with improved memory. However, these findings do not rule out the possibility

of unspecific effects of PDE inhibition, such as elevated cAMP when PDE 2 is inhibited.

Furthermore, inhibitor of PDE 5 was reported to reverse cognitive dysfunction in Alzheimer’s

rodent models, indicating potential cGMP impairment in neurodegenerative diseases [153-

155].

Page 38: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

26

1.4 Connection between plasticity and memory

Structural plasticity is considered by some to be the physical representation of synaptic

plasticity and the anatomical basis of memory formation [16, 156, 157]. A number of reports

have attempted to directly link morphological changes in dendritic spines with changes in

synaptic function [158, 159] and behavior [160].

Structural plasticity and memory: Early reports showed that the time course of neuronal

morphological change correlates with behavioral duration of memory [161], while more recent

studies also demonstrated that learning strongly correlates with enlargement of the post-

synaptic density [162]. Patients with cognitive disorders such as Alzheimer’s disease show

aberrant dendritic spine structure and their eventual loss [163, 164]. Together, these results

suggest a synapse-level structural dysfunction, and a tight correlation between synaptic

structure and memory [165].

Functional plasticity and memory: A number of reports have also attempted to demonstrate the

connection between synaptic potentiation (LTP) and memory. Reports showed that

hippocampus-dependent learning leads to LTP at hippocampal synapses, while suppression of

LTP after learning a task abolishes the memory of that task [166-168].

More research is necessary to determine the overlapping pathways between physical,

physiological and behavioral expressions of the changing synapse. By utilizing novel

optogenetic techniques to manipulate cGMP signaling at the level of the synapse, neuron and

the brain, I revealed a dynamic function of postsynaptic cGMP in (1) structural plasticity at a

targeted dendritic spine, (2) functional plasticity at the PP-DG synapse, and (3) memory in the

dentate gyrus of the hippocampus.

Page 39: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

27

Chapter 1: The function of cGMP in bi-directional structural synaptic plasticity

In this Chapter, the FRET/FLIM probe characterization and cGMP visualization in vitro and

in neurons (Figure 18 and Figure 19) was performed with the kind assistance of my colleague

Dr. Tyler Luyben.

Page 40: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

28

Chapter 1

Dendritic spines are the post-synaptic sites of excitatory synapses that undergo

structural change during synaptic plasticity. Induction of synaptic long-term potentiation (LTP)

leads to an enlargement in spine size (structural LTP: sLTP), whereas long-term depression

(LTD) induces spine shrinkage [21, 22, 169]. Actin is a major cytoskeletal protein in the

dendritic spine, which underlies structural change [22] through its activity-dependent

interaction with CaMKII. CaMKII β bundles actin filaments to stabilize the spine structure

[36]. During LTP induction, postsynaptic NMDAR-dependent influx of Ca2+ activates

CaMKIIα/β, which then detaches from actin filaments allowing for actin polymerization to

occur and change the shape of dendritic spines [22, 36, 170].

Intracellular messengers, such as cyclic AMP (cAMP) and cyclic GMP (cGMP) are also

involved in modulating plasticity [171]. Postsynaptic cAMP plays a key role in the protein

synthesis-dependent, late phase of long-term potentiation (L-LTP) [108-110, 172-175].

Increasing cAMP signaling during structural potentiation (sLTP) significantly enhances

dendritic spine enlargement (compared to sLTP without cAMP) [64].

Stimulation of NMDA receptors also activates nitric oxide (NO)-dependent cGMP

biosynthesis through calcium-calmodulin (Ca2+/CaM) stimulation of neuronal nitric oxide

synthase (nNOS) [69, 71, 72]. The resultant cGMP activates its major effectors, including

protein kinase G (PKG) [74], phosphodiesterase 2 (PDE2) [75] and cyclic nucleotide gated-

ion channel (CNG) [76]. In Purkinje cells of the cerebellum, knocking out cGMP-dependent

PKG-I leads to impaired LTD [116], suggesting that postsynaptic cGMP may be involved in

the negative regulation of synaptic potentiation.

In some systems such as axon/dendrite development in hippocampal neurons, cAMP and

cGMP signaling pathways cross-over and carry out reciprocal actions [176]. Although the role

Page 41: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

29

of cAMP and cGMP in synaptic plasticity has been reported on, the role of postsynaptic cGMP

in relation to cAMP and structural plasticity is not yet known.

cAMP and cGMP signaling at the synapse is dynamic and it is difficult to study using

traditional pharmacological and genetic methods. These approaches cause global changes in

signaling, making it difficult to target the signaling pathways within individual dendritic

spines. To address this, I established an optogenetic microscopy technique using two-photon

excitation of a photoactivatable Bacterial Light-activated Guanylyl Cyclase (BlgC) [177] that

enabled me to spatiotemporally manipulate postsynaptic cGMP in living neurons.

Using this method, I identified the postsynaptic function of cGMP as a negative regulator of

cAMP-dependent structural enhancement of the dendritic spine. Competitive cGMP function

requires the protein kinase G (PKG) pathway and occurs independently of basal structural

potentiation. Therefore, I propose a dynamic postsynaptic interaction mechanism between

cAMP and cGMP that governs bi-directional structural plasticity through the effects on

kinase/phosphatase activity within dendritic spines.

Page 42: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

30

1.5 Induction of bi-directional structural plasticity in dendritic spines

Targeting dendritic spines by two-photon caged glutamate uncaging

The studies of structural plasticity have expanded substantially since two-photon microscopy

was adapted for targeted synapse activation. Two-photon imaging can achieve localized

excitation at a focal point with an area as small as 1µm3 [20] and penetrate as deep as 1mm

into living tissue [178], making it a perfect tool for live imaging and localized photo-

manipulation. Precise two-photon stimulation can be used to photo-activate an MNI-caged

glutamate compound, converting the caged glutamate into its active form [179], which then

binds receptors to induce potentiation (Figure 8). The 1µm3 resolution of this technique

ensures that active glutamate only reaches the receptors of the targeted dendritic spine and

stimulates that spine (Figure 9).

Inducing structural plasticity

Strong synaptic activation induces structural potentiation (sLTP), which is accompanied by

enlargement of the dendritic spine. Matsuzaki and colleagues [158] were the first to use the

high-frequency two-photon uncaging protocol to demonstrate rapid enlargement of the

stimulated spines, which can last several hours [180]. Furthermore, it is known that structural

enlargement associated with sLTP can be further enhanced by cAMP (cAMP-sLTP) [63, 64].

Dendritic spine shrinkage is saturable, reversible, and requires NMDA receptor activation

[169, 181]. However, its discovery is more recent and it is much less understood compared to

structural enlargement. Previously, spine shrinkage was experimentally induced by low-

frequency electric stimulation (LFS, 1 Hz for 15 min) [182] and low-frequency glutamate

Page 43: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

31

uncaging (LFU) in combination with postsynaptic depolarization [169]. These induction

protocols may recruit different signaling pathways within the dendritic spine, making it

difficult to draw mechanistic conclusions about structural shrinkage.

Using the established high frequency uncaging method for sLTP induction in combination with

a low frequency uncaging protocol, I demonstrated targeted bi-directional structural plasticity

and the signaling pathways involved in structural modulation of the dendritic spine.

Page 44: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

32

Figure 8: Caged glutamate uncaging using a two-photon microscope

(A) In a conventional microscope (left), excitation light covers a broad area. In a two-photon

microscope (right), excitation is roughly double the wavelength of and therefore does not excite

photoactivatable molecules, such as proteins. As a result, the focal illumination area is as small

as 1µm3.

(B) Schematic structure of 4-Methoxy-7-nitroindolinyl-caged-L-glutamate (MNI-caged

glutamate) before and after uncaging by light. The “cage” component of the molecule is

cleaved by light and the “uncaged" glutamate serves as a neurotransmitter that activates

postsynaptic functions in excitatory neurons.

Page 45: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

33

Figure 9: Two-photon uncaging targeting individual dendritic spine

Schematic of two-photon caged-glutamate uncaging at a target dendritic spine. Caged

glutamate is everywhere but it is uncaged (activated) only in the focal plane of the two-photon

laser (~1 μm), mimicking the synaptic activity-dependent release of glutamate from

presynaptic vesicles. Glutamate activates receptors on the surface of the postsynaptic dendritic

spine, which induces structural potentiation.

Page 46: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

34

1.5.1 cAMP enhances structural potentiation of dendritic spines (cAMP- sLTP)

To induce and observe sLTP in organotypic rat hippocampal slices, I biolistically transfected

green fluorescent protein (GFP, as a volume filler) in CA1 pyramidal neurons and measured

the time-dependent structural change of dendritic spine size (3D volume) using a two-photon

fluorescence microscope.

I used a high frequency two-photon glutamate uncaging protocol (HFS) that induces structural

potentiation of dendritic spines [179]. The targeted dendritic spines were enlarged to

approximately double the size within 60 seconds, then and gradually decreased but maintained

in size (~125 % - sLTP) (Figure 10).

To visualize the effect of cAMP on sLTP, I increased cAMP levels by bath application of the

adenylate cyclase activator forskolin [183] (50µM, 5 min) in combination with sLTP induction

by caged glutamate uncaging. The induction of sLTP in the presence of forskolin enhanced

spine enlargement compared to control, which was maintained at the 30-minute time point

(Figure 11).

Page 47: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

35

Figure 10: Induction of structural potentiation in dendritic spines (sLTP)

(A) Schematic of the HFS protocol for inducing sLTP. MNI-glutamate was added to ACSF

and activated by two-photon light near the targeted spine (~1 µm from the tip of the spine head)

using an established HFS uncaging protocol (HFS: 720nm, 1Hz, 4 msec duration, 10 mW, 60

sec).

(B) The images of dendritic spine enlargement were captured using two-photon GFP imaging

(900 nm excitation, 495-540 nm emission) and averaged to generate a time course of spine size

change over time. The spine size at baseline was set as 100 %. All error bars represent SEM.

(n = 21 dendritic spines/ 11 neurons; Exponential fit). Scale bar is 1μm.

Page 48: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

36

Figure 11: cAMP enhances structural potentiation of dendritic spine (sLTP)

(A) Schematic and (B) Time course of cAMP-dependent sLTP. cAMP-dependent sLTP was

induced by high frequency caged glutamate uncaging (HFS) in the presence of the potent

adenylate cyclase activator forskolin (50µM, 5 min), represented with blue trace. The spine

size at baseline was set as 100 %. All error bars represent SEM. (n=17 dendritic spines/10

neurons; Exponential fit). Scale bar is 1μm.

Page 49: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

37

1.5.2 Negative regulation of cAMP- sLTP at the dendritic spine

To visualize negative regulation of dendritic spine structure (structural depotentiation), I

adapted a two-photon low-frequency stimulation (LFS) uncaging protocol (15mW, 0.1Hz

paired pulsing with 50msec interval, no depolarization) [169]. When applied to naïve/basal

dendritic spines, LFS alone has no shrinkage effect on the dendritic spine structure (Figure

12).

Maximally enlarged dendritic spines (spines that are potentiated in the presence of cAMP) may

be more susceptible to negative regulation. To test whether the size of maximally enlarged

dendritic spines can be reduced by LFS, I induced cAMP-dependent sLTP (in the presence of

forskolin) immediately followed by LFS targeting the same dendritic spine.

The resulting structural plasticity was reduced to a size that is similar to spines which are

exposed to sLTP alone. These findings indicate that LFS eliminates (or suppresses) the cAMP-

dependent enhancement of the dendritic spine structure (Figure 13).

Page 50: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

38

Figure 12: Direct effect of low frequency stimulation (LFS) on dendritic spine structure

(A) Schematic of low-frequency caged glutamate uncaging protocol (LFS: 0.1 Hz, paired

pulses with 0.5 msec duration of activation and 50 msec intervals, 15 mW power for 15

minutes).

(B) The time course of spine size change over time. The spine size at baseline was set as 100

%. All error bars represent SEM. (n = 12 dendritic spines/9 neurons, Linear fit). The horizontal

scale break represents the 15-minute low frequency stimulation period.

Page 51: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

39

Figure 13: Suppression of the dendritic spine structure following cAMP-sLTP

(A) Schematic and (B) Time course of dendritic spine size change resulting from (1) sLTP

induced by HFS (black trace; Exponential fit), (2) sLTP induced by HFS in the presence of

forskolin (blue trace; Exponential fit) and (3) sLTP induced by HFS in the presence of forskolin

immediately followed by LFS (grey trace, n=25 dendritic spines/19 neurons; Exponential fit).

The spine size at baseline was set as 100 %. The horizontal scale break represents the 15-

minute low frequency stimulation period. Scale bar is 1μm. All error bars represent SEM.

Page 52: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

40

1.6 Role of cGMP signaling in negative regulation of cAMP-sLTP

Postsynaptic cAMP signaling enhances structural potentiation of dendritic spines (cAMP-

sLTP) [65], but very little is known about the mechanisms involved in its negative regulation.

In some systems, such as calcium current in cardiac cells [184] and axon/dendrite formation in

cultured hippocampal neurons [176], cAMP and cGMP signaling mediate antagonistic or

reciprocal cellular actions. In undifferentiated neurites, Shelly and colleagues found that cAMP

promotes axon formation, while cGMP suppresses it [176]. Competition between cGMP and

cAMP signaling can occur at various stages, including cGMP-dependent activation of cAMP

hydrolysis by phosphodiesterases [185, 186] and competition for the same phosphorylation

substrate sites between PKG and PKA [187].

Since cGMP signaling is known to play a role in plasticity [188], and was previously implicated

in long-term depression (LTD) [117, 118] , I hypothesize that competitive regulation between

cAMP and cGMP governs bi-directional structural plasticity. More specifically, if cAMP

enhances structural enlargement, I predict that cGMP negatively regulates cAMP-dependent

structural enhancement (Figure 14).

Page 53: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

41

Figure 14: Signaling pathways guiding bi-directional structural plasticity

Prediction of the signaling pathways involved in bi-directional structural plasticity. Since

cAMP enhances dendritic spine potentiation, cGMP signaling may be involved in negative

regulation of the dendritic spine enlargement (observed as a result of LFS).

Page 54: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

42

1.6.1 cGMP-PKG function in negative regulation of cAMP-sLTP To test whether endogenous cGMP is directly involved in the negative regulation of cAMP-

dependent sLTP, I applied low frequency stimulation targeting cAMP-enlarged spines in the

presence of specific inhibitors of the major cGMP pathways (Figure 15). None of the bath-

applied inhibitors had a significant effect on the initial structural enlargement of the dendritic

spine (1 minute after cAMP-dependent sLTP) (Figure 15), suggesting that the cGMP pathway

is not involved in the initial phase of structural potentiation. In contrast, the bath-application

of PKG inhibitor KT5823 [189] abolished the LFS-dependent suppression of cAMP-dependent

sLTP (Figure 15). Other inhibitors such as PDE2 inhibitor (Bay 60-7550) [150] and CNG

inhibitor (L-cis-diltiazem) [76] (Figure 16) did not affect the suppression effect of LFS,

indicating the specific involvement of the cGMP/PKG pathway in negative regulation of

cAMP-sLTP.

Page 55: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

43

Figure 15: cGMP-dependent protein kinase (PKG) is required for suppression of

structural enlargement

(A) Schematic representation and (B) time course of dendritic spine size change resulting from

(1) cAMP-dependent sLTP: sLTP induced by HFS in the presence of forskolin (n=17 dendritic

spines/10 neurons, blue trace; Exponential fit) (2) Suppression: sLTP induced by HFS in the

presence of forskolin immediately followed by LFS (grey trace, n=25 dendritic spines/19

neurons; Exponential fit) and (3) Blocking suppression: sLTP induced by HFS in the presence

of forskolin immediately followed by LFS in the presence of the PKG inhibitor KT 5823 (2µM,

n=15 dendritic spines/9 neurons; yellow trace; Exponential fit). The spine size at baseline was

set as 100 %. Horizontal scale break represents the 15-minute low frequency stimulation

period. Scale bar is 1μm. All error bars represent SEM.

Page 56: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

44

Figure 16: Summary of the effects of specific cGMP pathway inhibitors

Average dendritic spine size at 30 minutes and 1 minute (inset) resulting from (1) cAMP-

dependent sLTP: sLTP induced by HFS in the presence of forskolin (n=17 dendritic spines/10

neurons, blue) (2) Suppression: sLTP induced by HFS in the presence of forskolin immediately

followed by LFS (n=25 dendritic spines/19 neurons, grey) and (3) Blocking suppression: sLTP

induced by HFS in the presence of forskolin immediately followed by LFS in the presence of

the PKG inhibitor KT 5823 (2µM, n=15 dendritic spines/9 neurons; yellow). Two other

effectors downstream of cGMP were inhibited in attempts to block suppression, including

PDE2 inhibitor Bay 60-7550 (100nM, n=16 dendritic spines/10 neurons, brown) and CNG

channel inhibitor L-cis-diltiazem (100µM, n=11 dendritic spines/7 neurons, green). In order to

compare all data against the sLTP + cAMP control, statistical analysis was performed using

Steel-Dunnett equivalent non-parametric test.

Page 57: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

45

1.7 Postsynaptic cGMP is sufficient to suppress cAMP-sLTP

cGMP signaling can be increased by pharmacologically blocking its degradation using

inhibitors of specific phosphodiesterases, but the resulting cGMP signaling upregulation

cannot be timed, nor targeted to study post-synaptic function [150].

To determine whether post-synaptic cGMP is sufficient to depotentiate cAMP-dependent

sLTP, I established a two-photon optogenetic approach that can be used to increase cGMP

signaling within the same dendritic spine that is targeted for cAMP-dependent sLTP. Unlike

standard channelrhodopsin optogenetics that are used to photomanipulate neurons [190], this

approach utilizes a bacterial light activated guanylyl cyclase enzyme (BlgC), which locally

synthesizes cGMP when exposed to light [191]. Manipulation by light is less invasive

compared to certain pharmacological, genetic and electric stimulation approaches. With the

help of Dr. Tyler Luyben, who characterized a FRET/FLIM cGMP sensor, we confirmed that

BlgC photoactivation generates cGMP in living neurons and within targeted dendritic spines.

By specific manipulation of postsynaptic cGMP at targeted dendritic spines during sLTP, I

demonstrated that cGMP alone is sufficient to induce depotentiation of cAMP-dependent

sLTP.

Page 58: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

46

1.7.1 Photoactivation properties of BlgC in vitro

To photo-manipulate cGMP levels, I utilized a blue-light activated guanylyl cyclase enzyme

(BlgC), which synthesizes cGMP when exposed to blue light [191]. Using blue LED (455 nm)

light, I photo-activated human codon optimized BlgC fused with red fluorescence protein

(tdTomato ([192]) and measured cGMP increase by cGMP ELISA in vitro (Figure 17). cGMP

levels increased within seconds of light exposure, confirming the photoactivation of BlgC.

I next measured two-photon wavelength-dependent BlgC photoactivation (Figure 17). The

small focal volume of two-photon excitation enables the manipulation of light-sensitive

proteins at targeted dendritic spines within deep brain tissues [45]. I found that shorter two-

photon excitation wavelengths (700 – 800 nm) efficiently activated BlgC in vitro. To avoid

possible photodamage of dendritic spines by shorter wavelengths, I photo-activated BlgC using

1000 nm light, which was previously successful in photo-manipulation of living neurons [45].

cGMP was synthesized following two-photon light stimulation (1000 nm), indicating

successful photoactivation of BlgC in vitro (Figure 17). In order to confirm the photoactivation

of BlgC to produce cGMP by 1000 nm light, we also used a cGMP FRET/FLIM (Förster-

resonance energy transfer/ fluorescence lifetime imaging microscopy) probe (cGiR), described

below.

Page 59: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

47

Figure 17: Characterization of BlgC activity in vitro.

(A) Diagram of BlgC photoactivation by activation of blue light receptor using BLUF domain

and subsequent production of cGMP by guanylyl cyclase or GC domain (B) Schematic of LED

photoactivation of HEK 293 cell lysate expressing BlgC. (C) Time course of LED light-

dependent (455nm, 4.5 mW/mm2) cGMP production by BlgC. Following BlgC

photoactivation, cGMP concentration was measured in cell lysates using an ELISA. Data are

mean ± SEM (n = 3). Time course was fitted with a logistic curve. Inset: Off response of BlgC.

Production of cGMP in the absence of light (black bar) following 30 seconds of photoactivation

(white bar; n = 9; linear fit). (D) Schematic of two-photon photoactivation of HEK 293 cell

lysate expressing BlgC (1µl illumination area) (E) Two-photon excitation spectrum of BlgC

activity in vitro. cGMP concentration was measured in cell lysates expressing BlgC by an

ELISA following two-photon excitation (30 mW, 700 – 1,025 nm, 15 min) in vitro. Data are

mean ± SEM (n = 12). Cubic fitting, peak cGMP production using two-photon excitation was

defined as 100 %. (F) Time course of two-photon laser light-dependent (1,000 nm, 75 mW)

BlgC activation in vitro (n = 9; logistic fit). Data are mean ± SEM.

Page 60: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

48

1.7.2 Detection of BlgC photoactivation by FLIM probe in vitro

To visualize photoactivation of BlgC in living neurons, we prepared a genetically-encoded

cGMP FRET/FLIM (Förster-resonance energy transfer/ fluorescence lifetime imaging

microscopy) probe (cGiR) utilizing a cGMP binding domain from PKG (Protein kinase G)

[193] fused with yellow (Citrine) and red fluorescence protein (tdTomato) (Figure 18). This

FRET/FLIM approach was necessary to avoid photobleaching of CFP during photoactivation

of BlgC. We first characterized the sensitivity of cGiR probe under a two-photon FRET/FLIM

microscope (900 nm excitation) and found a dose dependent response to cGMP measured as a

change in cGiR fluorescence lifetime (EC50 = 0.48 µM, Figure 18).

To detect light-dependent cGMP synthesis by BlgC using the FRET/FLIM probe in vitro, we

expressed the cGiR probe with and without BlgC in HEK293 cells and used the cell lysates to

assay fluorescence lifetime change in cGiR following photoactivation by focal light (414 ± 21

nm, mercury arc lamp) (Figure 18). We also directly measured cGMP concentration in the

same samples using a cGMP ELISA assay (Figure 18). Both the cGiR fluorescence lifetime

and the cGMP concentration were increased only in the presence of BlgC and focal light

stimulation, validating the use of the cGMP probe for visualization of BlgC photoactivation.

The FRET/FLIM experiment was performed with the kind help of my colleague Dr. Tyler

Luyben.

Page 61: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

49

Figure 18: FRET/FLIM detection of cGMP produced by BlgC photoactivation in vitro

(A) Schematic representation of cGMP FRET probe activity. When cGMP binds to the cGIR

probe the resulting change in confirmation increases the distance between YFP and GFP,

therefore decreasing FRET and increasing fluorescence lifetime change (B) Dose-dependent

change in the fluorescence lifetime of cGiR probe in response to 8-Br-cGMP (n = 3). 8-Br-

cGMP was used to avoid degradation of cGMP. EC50 = 0.48 µM (Hill fit). (C) Schematic of

combined BlgC photoactivation (left) and cGMP detection (right) by FRET/FLIM probe

(cGiR). When BlgC is photoactivated, the cGMP produced binds to the cGIR probe which

leads to a measurable lifetime change. (D) Detection of BlgC photoactivation by fluorescence

lifetime change of cGiR (left) and cGMP ELISA (right). cGMP levels were measured in cell

lysates expressing cGiR with or without BlgC (BlgC +/-), and with or without light (light +/-).

Data are mean ± SEM. (Left) BlgC+/Light- (n = 10), BlgC-/Light+ (n = 15), and BlgC+/Light+

(n = 10). (Right) BlgC+/Light- (n = 3), BlgC-/Light+ (n = 3), and BlgC+/Light+ (n = 3).

Page 62: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

50

1.7.3 Detection of BlgC photoactivation in living neurons

To validate photoactivation of BlgC and observe the cGMP synthesized in living neurons, we

expressed the cGiR cGMP probe with and without the BlgC in CA1 pyramidal neurons of rat

hippocampal organotypic cultured slices. Upon blue light stimulation (414 ± 21 nm),

fluorescence lifetime of cGMP probe (cGiR) was increased and maintained for at least 10

minutes only in the neurons co-expressing both BlgC and cGiR probe, indicating light-

dependent cGMP synthesis by BlgC in those neurons (Figure 19). We next targeted cGMP

synthesis to individual dendritic spines by two-photon excitation light (Figure 19). Following

two-photon photoactivation of BlgC at the targeted dendritic spines (1000 nm, 30 sec), the

fluorescence lifetime of the cGiR probe increased in the targeted spines and nearby dendrite,

then gradually retuned to baseline (τ = 4.61 min). Fluorescence lifetime in the absence of BlgC

was similar to baseline, indicating that cGiR activation is a result of cGMP generated by BlgC

photoactivation at the dendritic spines.

Page 63: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

51

Figure 19: Detection of cGMP produced by BlgC in living neurons

(A) Schematic of BlgC photoactivation by focal light in CA1 pyramidal neurons of cultured

rat hippocampal slices. (B) Left: cGMP FRET/FLIM pseudo-colour images of a neuron before

and immediately after focal light photoactivation (414 ± 21 nm, 11 mW) of BlgC. Right: Time

course of fluorescence lifetime change of cGMP probe (cGiR) in neurons expressing cGiR

with or without BlgC (+BlgC/ -BlgC). +BlgC (n = 16), -BlgC (n = 11). (C) Schematic of BlgC

photoactivation in targeted dendritic spines using two-photon light (D) Left: cGMP

FRET/FLIM pseudo-colour images of a neuron before and immediately after BlgC two-photon

photoactivation (1000 nm, 11 mW, 30 sec) in the dendritic spine (blue circle). Right: Time-

course of the fluorescence lifetime change of cGMP probe (cGiR) in targeted dendritic spines

expressing cGiR with or without BlgC (+BlgC/ -BlgC). Exponential curve fitting (black dotted

line: τ = 4.61 min). +BlgC (n = 9), -BlgC (n = 10). Scale bar is 1μm.

Page 64: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

52

1.7.4 Postsynaptic cGMP is sufficient to supress cAMP- dependent sLTP enhancement

Using two-photon BlgC activation at targeted dendritic spines, I next examined whether

postsynaptic cGMP is sufficient to suppress cAMP-dependent sLTP enhancement.

To test this, I biolistically co-expressed BlgC and GFP (as volume filler) in CA1 pyramidal

neurons of organotypic hippocampal slices and measured the time-dependent changes of

dendritic spine size during sLTP in the presence of cAMP (forskolin) and cGMP (two-photon

photoactivation of BlgC at target dendritic spines).

The light-dependent production of cGMP during sLTP alone did not affect dendritic spine

structure (Figure 20, inset), suggesting that cGMP does not affect basal structural potentiation.

I then tested the effect of postsynaptic cGMP synthesis on cAMP-dependent sLTP. Two-

photon activation of BlgC combined with cAMP-sLTP eliminated the cAMP-dependent

enhancement of structural potentiation (to the same level as basal sLTP), without affecting

initial spine enlargement (Figure 21). Furthermore, the bath-application of forskolin alone did

not affect spine structure (Figure 20, inset). These results indicate that cGMP signaling

negatively regulates cAMP-dependent enhancement of structural potentiation (sLTP) (Figure

21).

Page 65: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

53

Figure 20: Postsynaptic cGMP-dependent suppression of cAMP-sLTP

(A) Schematic of two-photon activation of BlgC to produce cGMP in a targeted dendritic spine

(1000 nm, 11 mW, 60 sec) in combination with cAMP-dependent sLTP.

(B) Time course of spine size change over time resulting from (1) sLTP, induced HFS (n=21

dendritic spines/11 neurons, black trace; Exponential fit) (2) cAMP-dependent sLTP: induced

by HFS in the presence of forskolin (n=17 dendritic spines/10 neurons, blue trace; Exponential

fit) and (3) cGMP-dependent suppression: induced by BlgC photoactivation (1 minute,

1000nm) immediately followed by HFS in the presence of forskolin (n=17 dendritic spines/10

neurons, magenta; Exponential fit). Inset: (1) Direct effect of cGMP on sLTP induced by two-

photon activation of BlgC (60 sec, 1000 nm) in combination HFS in the absence of forskolin

(n = 10 dendritic spines/ 10 neurons, tan; Exponential fit) (2) Direct effect of cAMP on

dendritic spine structure induced by cAMP produced by forskolin (50 µM, 5 min), without

potentiation (n = 22 dendritic spines/ 10 neurons, light blue, Linear fit). The spine size at

baseline was set as 100 %. Scale bar is 1μm. All error bars represent SEM.

Page 66: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

54

Figure 21: Summary of the postsynaptic cGMP effects on cAMP-dependent sLTP

Summary of spine size change at 30 min and 1 min (inset) following induction of (1) sLTP,

induced HFS (n=21 dendritic spines/11 neurons, black) (2) cAMP-dependent sLTP: induced

by HFS in the presence of forskolin (n=17 dendritic spines/10 neurons, blue) and (3) cGMP-

dependent suppression: induced by BlgC photoactivation (1 minute, 1000nm) immediately

followed by HFS in the presence of forskolin (n=17 dendritic spines/10 neurons, magenta) and

(4) cGMP-sLTP induced by two-photon photoactivation of BlgC (60 sec, 1000 nm)

immediately followed by induction of sLTP (HFS) in the absence of forskolin (n = 10 dendritic

spines/ 10 neurons, tan) Statistical significance compared with sLTP induction (black: HFS

only) by Steel test. All error bars represent SEM.

Page 67: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

55

1.8 Discussion In this chapter, I demonstrated bi-directional structural plasticity at the dendritic spine

and showed that cGMP is required and sufficient for the negative regulation of cAMP-

dependent structural potentiation. Structural enlargement of living dendritic spines can be

experimentally induced by two-photon glutamate uncaging and further enhanced by cAMP

(cAMP-sLTP). To demonstrate negative regulation of the dendritic spine structure, I adapted

a low frequency glutamate uncaging protocol (LFS), which had no detectable effect on basal

dendritic spine structure. However, when applied to dendritic spines maximally enlarged by

cAMP-dependent potentiation, LFS of glutamate consistently abolished the cAMP-dependent

enhancement (to the same level as basal sLTP). To address the endogenous signaling

mechanisms, I induced LFS-dependent depotentiation of cAMP-sLTP in the presence of

specific inhibitors targeting the cGMP pathway. I found that inhibition of cGMP-dependent

protein kinase (PKG), but not phosphodiesterase 2 (PDE2) or the cyclic nucleotide gated

(CNG) channel, blocked LFS-dependent depotentiation, suggesting that endogenous

cGMP/PKG signaling is involved in negative regulation of cAMP-dependent sLTP. To test

whether increasing postsynaptic cGMP signaling is sufficient to negatively regulate cAMP-

dependent sLTP, I established a two-photon optogenetic technique for targeted cGMP photo-

manipulation. Using bacterial light sensitive guanylyl cyclase (BlgC), I showed that single-

photon and two-photon excitation light both rapidly synthesize cGMP in vitro. Furthermore,

we validated a cGMP FRET/FLIM sensor (cGiR) for detection of light-dependent cGMP by

two-photon FRET/FLIM microscopy and co-expressed it with BlgC in hippocampal slices to

measure the single- and two-photon light-dependent cGMP synthesis in living neurons. BlgC

photoactivation at targeted dendritic spines showed an instantaneous increase of cGMP,

Page 68: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

56

indicating that BlgC is a suitable non-invasive tool that can be used to precisely manipulate

cGMP levels in deep brain tissues.

I increased cGMP levels by two-photon photoactivation of BlgC at targeted dendritic spines

immediately before induction of cAMP-dependent sLTP. Postsynaptic cGMP suppressed

cAMP-dependent enhancement of structural potentiation but did not affect basal

Ca2+/CaMKII-dependent sLTP, suggesting that the cGMP effect is reciprocal to cAMP and

independent of basal sLTP. In contrast, neither cGMP nor cAMP had a significant effect on

the initial spine enlargement. Since forskolin application to generate cAMP can enhance

structural potentiation (but is not necessary to induce it), I propose that the effect of cAMP is

supplementary to basal potentiation, and exists to enhance synaptic structure only under certain

conditions. This enhancement is negatively regulated by cGMP which, together with cAMP,

governs the supplementary bidirectional micromanipulation of the dendritic spine (Figure 22).

In the dendritic spine, cAMP/PKA and cGMP/PKG signaling can cross over through their

effects on protein phosphatase 1 (PP1) [194, 195], which indirectly controls CaMKII-

dependent synaptic potentiation [67]. Therefore, cAMP and cGMP may be competing for the

kinase/phosphatase-dependent regulation of PP1 activity in the dendritic spine in order to carry

out their effects on the synaptic structure [66] (Figure 23).

This bidirectional modulation of the synapse may play a crucial role in the processes of learning

and memory. Furthermore, our novel optogenetic protocol may provide an important

contribution to our understanding of the pathways involved in plasticity and memory.

Page 69: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

57

Figure 22: Supplementary bidirectional regulation of structural plasticity

Schematic of the proposed supplementary bidirectional manipulation of the dendritic spine

structure by cAMP and cGMP

Page 70: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

58

Figure 23: Proposed model of cAMP-cGMP signaling cross-talk during bidirectional

plasticity

Strong synaptic stimulation leads to postsynaptic activation of CaMKII by Ca2+ influx while

triggering the cAMP/PKA pathway at the same time. As PKA inactivates protein phosphatase

1 (PP1), which dephosphorylates and inactivates CaMKII, an increased presence of cAMP in

the spine may prolong the time of CaMKII activation during synaptic plasticity [67]

(enhancement, right) likely by extending the duration of actin cytoskeleton remodeling.

Alternately, NO-dependent synthesis of cGMP by sGC results in cGMP-dependent activation

of PKG, which may carry out its downstream effects through PP2A phosphatase-dependent

activation of PP1 and subsequent inactivation of CaMKIIβ (suppression, left). In this model,

cGMP leads to suppression of active CaMKII /actin polymerization, directly opposing the

action of cAMP through the effects on PP1 phosphatase.

Page 71: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

59

Chapter 2: The role of cGMP in functional plasticity and mouse behavior

In this Chapter, the electrophysiology experiments were performed in collaboration with Dr.

John Roder and Dr. Graham Collingridge laboratories, using shared facilities and training

kindly provided to me by Dr. John Georgiou.

The mouse behaviour experiments were performed in collaboration with Dr. Keizo Takao and

Dr. Kaoru Inokuchi at the University of Toyama, Japan. These experiments were supported by

an International Collaboration award I received from the Weston Brain Institute in 2016, which

funded my 8-month stay in Japan.

Page 72: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

60

Chapter 2

In the first chapter, I characterized a novel optogenetic method for targeted cGMP

signaling and demonstrated a role of the cGMP-PKG pathway in the negative regulation of

cAMP-dependent sLTP. A previous report from our lab showed that blocking structural

potentiation also prevents functional LTP [45], indicating that structural and functional

plasticity are tightly connected. In addition to structural plasticity, cAMP/cGMP pathways

were also reported to modulate functional synaptic plasticity and memory [59, 110, 111, 121,

123, 147, 151, 152, 173-175, 188, 196, 197]. Genetic and pharmacological manipulation of the

cAMP-PKA pathway consistently revealed that postsynaptic cAMP signaling mediates protein

synthesis-dependent late long-term potentiation (L-LTP) [59, 147] and long-term memory

consolidation [147, 175].

In contrast, the functional role of postsynaptic cGMP signaling at the hippocampus is not well

established. Mice lacking hippocampal cGMP-dependent PKG-I exhibit defective late-phase

potentiation, suggesting that cGMP also mediates L-LTP [111]. However, the approaches used

to study cGMP function in hippocampal synaptic plasticity did not specifically target

postsynaptic neurons, thus making it difficult to determine postsynaptic cGMP function

without its presynaptic contribution [121].

Reports of cGMP function in memory are consistent with cGMP enhancing synaptic

potentiation. Intra-hippocampal injection of a cGMP analog causes a dose-dependent

improvement in object recognition in rats, suggesting a role of cGMP in enhancing spatial

memory [197]. Likewise, the inhibition of cGMP-hydrolyzing enzymes improved object

recognition [151] and long-term memory formation in a social recognition task [152], thus

consistently implicating cGMP in improving memory. However, these experiments provide

Page 73: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

61

limited information about the exact neuronal pathways and synapses involved in cGMP

signaling function.

The medial perforant path synapses of hippocampal DG neurons (PP-DG) exhibit post-synaptic

NMDA receptor-dependent long-term potentiation (LTP). In PP-DG synapses, postsynaptic

cAMP mediates protein synthesis-dependent late phase of potentiation (L-LTP) [99, 198], but

the postsynaptic function of cGMP is not known. Specific targeting of optogenetic guanylyl

cyclase (BlgC) to the DG (post-synaptic component of the PP-DG pathway) allows for light-

dependent synthesis of cGMP signal that is exclusively postsynaptic. This optogenetic

approach can be used to address the postsynaptic function of cGMP in PP-DG synaptic

plasticity. Furthermore, neurons in the DG are essential for learning and memory [199-204],

and are commonly utilized for optogenetic targeting [103].

To directly address the role of cGMP in synaptic plasticity and memory, I utilized the

optogenetic BlgC approach targeting PP-DG synapses. I generated cGMP by light and

investigated its effects on synaptic plasticity (in collaboration with the labs of Dr. John Roder

and Dr. Graham Collingridge at the LTRI) and mouse behavior (in collaboration with Dr. Keizo

Takao and Dr. Kaoru Inokuchi at the University of Toyama, Japan).

Page 74: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

62

2.1 The role of postsynaptic cGMP in functional plasticity

cGMP enhances hippocampal potentiation through presynaptic mechanisms [121, 205]. Given

the postsynaptic expression of cGMP pathway components [68], it is unlikely that cGMP

effects on hippocampal LTP are exclusively presynaptic. Evidence from cultured hippocampal

neurons demonstrated that cGMP-dependent PKG-II regulates postsynaptic AMPAR

trafficking in CA3/CA1 synapses, suggesting a postsynaptic role of cGMP in synaptic

plasticity [123]. Hippocampal PP-DG NMDAR-dependent LTP is enhanced by postsynaptic

cAMP signaling [147], but the postsynaptic function of cGMP at PP-DG synapses is not well

understood.

To specifically target cGMP signaling to the postsynaptic cells of the PP-DG pathway, I virally

expressed the guanylyl cyclase enzyme (BlgC) in hippocampal DG granule neurons of the

mouse brain. To address the postsynaptic function of cGMP in hippocampal synaptic plasticity,

I prepared acute hippocampal slices from mice expressing BlgC in DG neurons and assayed

PP-DG synapse potentiation by recording field Excitatory Post-Synaptic Potentials (fEPSP)

with and without BlgC photoactivation. These experiments were performed in collaboration

with the labs of Dr. John Roder and Dr. Graham Collingridge at the LTRI.

Using these targeted optogenetic cGMP signaling approaches, I demonstrated a novel and

specific role of postsynaptic cGMP in enhancing synaptic potentiation at the dentate gyrus

synapses.

Page 75: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

63

2.1.1 Validation of BlgC expression and light-dependent activation in DG neurons

To manipulate cGMP signaling by light, I first expressed the photoactivatable guanylyl cyclase

(BlgC-GFP) in DG granule neurons of 4-6 week old male C57B/6J mice. To deliver BlgC to

DG, I performed targeted stereotaxic viral particle microinjection of AAV (BlgC-GFP plasmid

under CaMKIIα promoter) into the living mouse brain (co-ordinates: -2.0mm AP, +/-1.3mm

ML, -1.9mm DV [206]) (Figure 24) and observed the expression of BlgC-GFP in acute

hippocampal slices by fluorescence imaging (Figure 24).

To validate the expressed BlgC-GFP photoactivity, I prepared and photoactivated hippocampal

lysates from mice expressing BlgC (5 minutes, blue light, 455 nm peak, 4.5 mW/mm2). Using

an ELISA assay, I demonstrated that activation of BlgC resulted in a robust light-dependent

cGMP increase, indicating light-dependent enzymatic functionality (Figure 25).

Page 76: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

64

Figure 24: Schematic strategy of BlgC expression targeting the DG neurons of the

mouse brain

Schematic of the BlgC-GFP gene construct for viral delivery (left). Injection method for BlgC

targeting the dentate gyrus (center) and confocal images in acute hippocampal slices of mice

expressing BlgC-GFP-AAV1 (right). Scale bar is 100 µm.

Page 77: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

65

Figure 25: Detection of cGMP produced by BlgC photo-activation in hippocampal slices

Hippocampal slice illumination for in vitro cGMP production (left) and ELISA cGMP

detection assay (center) were utilized to show light-dependent cGMP production in

hippocampal slices expressing BlgC with (+Light) and without light stimulation (-Light)

(right). The hippocampal slice lysate was illuminated by a 455 nm LED (4.5 mW/mm2, 5

minutes) (n = 3), p < 0.05, Unpaired t-test. All data are mean ± SEM.

Page 78: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

66

2.1.2 Effect of postsynaptic cGMP on PP-DG L-LTP

To examine the postsynaptic function of cGMP at DG synapses, I prepared acute hippocampal

slices from mice expressing BlgC-GFP-AAV. Prior to each experiment I validated the

expression of BlgC by fluorescence microscopy. As a control, I utilized slices from wild-type

C57B/6J mice, which were also exposed to light to account for any effects of illumination.

To test whether the expression of BlgC in the DG affects basal synaptic transmission, I

recorded baseline fEPSPs in acute hippocampal slices from wild-type and BlgC-expressing

mice. I found that input/output (I/O) curves and DG-specific short-term paired-pulse

depression (PPR) at PP-DG synapses were comparable between wild-type and BlgC mice

(Figure 26), indicating that expression of BlgC at the synapse does not affect its function

without photoactivation.

To test whether exposure to light affects basal synaptic responses in PP-DG synapses of wild-

type and BlgC-expressing mice, I illuminated the slices with blue light (480 ± 15 nm, 1.5 mW,

4 minutes) and recorded fEPSPs before and after photoactivation (Figure 26). Light exposure

alone did not affect basal synaptic transmission at PP-DG synapses of wild-type or BlgC-

expressing mice, indicating that there is no immediate effect of cGMP on synaptic function.

These results indicate that the basal properties of PP-DG synapses are not affected by the

expression of BlgC, exposure to light, or exposure to cGMP (without potentiation).

Page 79: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

67

Figure 26: Basal synaptic properties of wild-type and BlgC expressing mice

(A) Input/output relationship within wild-type dentate synapses (Black, n = 11 slices/10 mice)

and BlgC expressing synapses (Magenta, n = 14 slices/12 mice). (B) Comparison of paired-

pulse ratio in the PP-DG between wild-type and BlgC expressing mice. Paired-pulse activity

was calculated from the ratio of the second fEPSP slope to the first at different interpulse

intervals (wild-type n = 6 slices/6 mice, BlgC n = 6 slices/6 mice). (C-D) Quantification of the

baseline synaptic response with and without photoactivation. Slices were photoactivated (480

± 15 nm, 1.5 mW, 4 minutes) during baseline recording under a fluorescence microscope (BlgC

n = 6 slices/6 mice, wild-type n = 6 slices/6 mice). NS, p > 0.05, unpaired t-test. All data are

mean ± SEM.

Page 80: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

68

To examine the direct effect of cGMP on L-LTP, I used hippocampal slices with and without

BlgC expression and induced PP-DG L-LTP by strong electric stimulation (tetanus: 4 x 100Hz)

in the presence of 10 µM bicuculline (to block GABAA-mediated inhibition [106]) either with

(+Light) or without (-Light) light (Figure 27).

Prior to each experiment, I validated the expression of BlgC in the DG by fluorescence

microscopy. Wild-type mice were used as a control for BlgC-expressing mice and the

photoactivation (light off/light on) experiments were paired and performed using hippocampal

slices from the same mouse.

I successfully induced L-LTP in hippocampal slices without expression of BlgC, which was

unaffected by exposure to blue light, indicating that photoactivation light did not affect L-LTP

(Figure 27). L-LTP in slices expressing BlgC without photoactivation was comparable to L-

LTP in slices without BlgC expression (Figure 27). In contrast, when BlgC was photoactivated

to increase post-synaptic cGMP at PP-DG synapses, L-LTP was significantly enhanced

(Figure 27), suggesting that cGMP may play a role in enhancing L-LTP.

Page 81: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

69

Figure 27. Photoactivation of BlgC enhances functional long-term potentiation (L-LTP)

at PP-DG synapses

(A) Time course of long term potentiation (L-LTP), induced by a strong tetanic stimulation (4

x 100Hz, 3x pulse width, 10 second interval, + 10 µM bicuculline) in wild-type mice with

(+Light, wild-type; grey; n = 6 slices/6 mice) and without (-Light, wild-type; black; n = 6

slices/6 mice) illumination by blue light (480 ± 15 nm, 5 min, blue bar). L-LTP is compared as

average of 80-90 min after tetanic stimulation (bar graph, right) and shows no significant effect

of light on L-LTP in wild-type mice. n=6 slices/6 mice. NS, p > 0.05, paired t-test. All data are

mean ± SEM. (B) L-LTP in hippocampal slices expressing BlgC with (+Light, wild-type; grey;

n = 6 slices/6 mice) and without (-Light, wild-type; black; n = 6 slices/6 mice) illumination by

blue light (480 ± 15 nm, 5 min, blue bar). L-LTP measured as average of 80-90 min after tetanic

stimulation (bar graph, right) shows significant enhancement of L-LTP in the light-stimulated

condition p = 3.35E-09, paired t-test. All data are mean ± SEM.

Page 82: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

70

To confirm that the cGMP effect is postsynaptic, I measured the paired pulse ratio (PPR) in

hippocampal slices with and without BlgC expression during L-LTP either with (+Light) or

without (-Light) light (Figure 28). I found no significant difference in PPR before and after L-

LTP, indicating that the cGMP effect on L-LTP is postsynaptic. Taken together, these results

indicate that postsynaptic cGMP significantly enhances functional potentiation in the PP-DG

pathway.

Page 83: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

71

Figure 28: The effect of BlgC photoactivation on paired pulse ratio before and after

tetanic stimulation

Comparison of paired-pulse ratio before (-10 to 0 min, black) and after tetanic stimulation (80

to 90 min, white) ± blue light in both wild-type and BlgC expressing hippocampal slices (B).

NS, p > 0.05, paired t-test. All data are mean ± SEM.

Page 84: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

72

2.2 The role of cGMP in mouse behavior

Hippocampal memory can be modeled in mice using a variety of behavior tests thought

to represent the human condition. Episodic memory (what/where/when) [207] is further

subdivided into short-term “working memory” of recently learned information and training-

dependent “reference memory” of information from previous trials [208]. Maze tests that rely

on training trials can be used to evaluate reference memory (eg. Barnes Maze) [137]. Other

maze tests (such as T-maze Forced Alternation) and Object location tests can be used to assay

short-term information processing, or working memory [138, 139]. Mice lacking cGMP-

dependent protein kinase G-I (PKG-I) exhibit impaired reference memory [209] and those

lacking cGMP-dependent PKG-II show impaired working memory and increased anxiety [210-

212]. Increasing cGMP signaling by blocking its degradation causes improved reference

memory and increased anxiety [213-215]. This global manipulation of cGMP suggests that

cGMP improves memory through PKG and has variable effects on anxiety.

However, the function of cGMP in the dentate gyrus, which is involved in memory [199],

Alzheimer’s disease [200, 201], anxiety [202, 203] and social behavior in mice [204], is not

known. BlgC optogenetics can be targeted with excellent spatial and temporal precision to

manipulate cGMP by light at various time points and brain segments. Therefore, to directly

address the function of cGMP in mouse behavior, I utilized BlgC to manipulate cGMP in

hippocampal DG granule cell neurons and performed a battery of mouse behavioral tests,

including tests of anxiety, sociability and memory. I found that cGMP is associated with an

enhancement in anxiety and reference memory, and a slight enhancement in sociability. These

experiments were performed in collaboration with professor Takao at Toyama University

(behavior test training) and professor Inokuchi (surgery training).

Page 85: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

73

2.2.1 BlgC expression and light-dependent activation in the mouse brain

To express and photoactivate BlgC in the DG of living mice, I microinjected BlgC-GFP-AAV

targeting the DG of 26 C57/Bl6 wild type mice (bilateral) and surgically equipped the same

mice with either a bilateral fiberoptic LED system (n=14) or, as a control, a “dummy” optic

fiber, which produces no light but exhibits the same physical properties (n=12) (Figure 29).

All mice were housed in a Home Cage Monitoring System with automated video tracking and

habituated to wearing a detachable battery (necessary to power the LED).

Page 86: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

74

Figure 29: Schematic of light-dependent cGMP signal delivery in the mouse brain

AAV1 construct carrying BlgC-GFP is injected into the mouse brain targeting the dentate gyrus

(top), then an LED (middle right) or “dummy” (middle left) optic fiber is surgically implanted

for cGMP and control mice, respectively. Bottom: hippocampal slice showing BlgC-GFP and

LED light targeting neurons of the dentate gyrus for localized cGMP signaling.

Page 87: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

75

2.2.2 Effect of postsynaptic cGMP on mouse behavior

In collaboration with Dr. Keizo Takao at the University of Toyama and his experienced

technician Adachi-san, I designed and carried out a battery of behavioral tests including general

health and neurological screening, anxiety, social interaction and memory tests (Figure 30).

For each behavior test, we carefully selected the light-activation period to examine the effects

of cGMP without interfering with the integrity of the test. Some tests, such as the pre-pulse

inhibition (PPI) test, were excluded because the holding chamber is not able to accommodate

a mouse equipped with an LED implant and battery. After the behavior testing was complete,

I sacrificed all mice and observed the expression of BlgC, which resulted in the exclusion of 1

BlgC-cGMP and 2 dummy mice from the results pool.

Page 88: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

76

Figure 30: Summary schematic of mouse behavior analysis

Schematic and time course of the mouse behavior tests performed using BlgC-expressing mice

surgically equipped with LED and dummy implants for photo-activation of BlgC.

Page 89: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

77

2.2.2.1 General Health and Neurological Screening (GHNS)

After a 2-week recovery period following surgery, I carried out general health and neurological

screening, rotarod and hotplate tests to determine the health condition of the test mice and

confirm their ability to perform the remaining tests. The general health and neurological

screening indicated no seizures or abnormalities in righting reflex, body weight, temperature

or grip strength, therefore confirming the mice are fit to participate in behavioral experiments.

In the rotatrod and hot plate tests, the latency to fall and response to temperature increase were

indicative of good motor function and sensitivity in these mice (Figure 31).

To examine the effect of cGMP on mouse condition and performance, I included a 5-minute

BlgC photo-activation prior to the screen, mimicking the same photoactivation protocol I used

in electrophysiology. cGMP signaling had no significant effect on general health and

neurological conditions, indicating that cGMP has no effect on basal performance in these

mice.

Page 90: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

78

Figure 31: General Health and Neurological Screening (GHNS)

Measurements of body weight (A), body temperature (B) and strength using grip (C) and wire

hang (D) methods show no significant abnormalities in mice 2 weeks after surgery. Rotarod

test (E) and hotplate test (F) show no abnormalities in motor function and sensitivity of mice.

Cntrl n=10, LED n=13, data are mean ± SEM, Statistical analysis was performed using an

ANOVA.

Page 91: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

79

2.2.2.2 Anxiety Tests (LD, EP, OF)

Next, I tested anxiety by measuring exploration time in undesirable conditions, such as bright

light (Light-dark test, LD, Figure 32), elevated open areas (Elevated plus maze, EP, Figure

33) and open bright areas (Open field test, OF, center time, Figure 34). The control and cGMP

mouse cohorts were counterbalanced such that each test was performed on an equal number of

control and cGMP mice simultaneously (in the case of multiple chambers). In single chamber

tests, such as the Elevated plus maze, a control mouse test was followed by cGMP mouse test

until all mice were evaluated. cGMP was associated with an increase in anxiety, which was

especially pronounced in the last 30 minutes of the test (Figure 34). The delayed effect of

cGMP in the late stage of this 120-minute may explain the lack of effect in other anxiety tests

that last a total of 10 minutes.

Page 92: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

80

Figure 32: Light-Dark (LD) test

Photo (A) and light-activation timeline (B) during LD test. Control and cGMP mice show a

preference for the dark compartment (C), but no significant differences in distance travelled

(C), stay time in light (D), number of transitions between compartments (E) or latency to light

(F) between the two groups. Cntrl n = 10, cGMP n = 13, data are mean ± SEM, Statistical

analysis was performed using an ANOVA.

Page 93: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

81

Figure 33: Elevated Plus Maze (EP) test

Photo (A) and light-activation timeline (B) during EP test. Control and cGMP mice show no

significant difference in the number of entries into open arms (C), percent of entries into open

arms (D), total distance travelled (E) or the percent of time spent in open arms (F) of the

elevated maze. Cntrl n = 10, cGMP n = 13, data are mean ± SEM, Statistical analysis was

performed using an ANOVA.

Page 94: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

82

Figure 34: Open field (OF) test

Photo (A) and light-activation timeline (B) during OF test. Control and cGMP mice show no

significant difference in the total distance travelled (C). During the last 30 minutes of the test,

the cGMP mice spend significantly less time in the center of the arena, compared to control

mice (D, p = 0.0308). Overall (0 min-120 min), there is no significant difference in center time

(D, p = 0.0589). Cntrl n = 10, cGMP n = 13, data are mean ± SEM, Statistical analysis was

performed using an ANOVA.

Page 95: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

83

2.2.2.3 Sociability Tests (CSI, SI)

I next examined the effect of cGMP on sociability using Crawley’s social interaction test (CSI),

where mice are presented with a caged stranger vs an empty cage (Figure 35). 2 control and 2

cGMP mice were tested simultaneously in this test, and there was no significant effect of cGMP

on the time that mice spent interacting in this test.

In the single chamber social interaction test (SI), subjects freely interact with an uncaged mouse

from the same cohort. Control and cGMP mice were weight-matched prior to testing to avoid

aggressive behavior and were equipped with dummy and LED battery (respectively) for the

duration of the test. cGMP signaling was associated with a 39% increase in the number of

contacts and a 33% increase in contact duration, suggesting that cGMP signaling in the DG

may be associated with increased sociability (Figure 36).

Page 96: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

84

Figure 35: Crawley’s social interaction (CSI) test

Photo, with schematic of the two trials (A) and light-activation timeline (B) during CSI test.

Control and cGMP mice show a significant preference for the cage with a stranger mouse

compared to empty cage (C). The social preference index was calculated for each group (Time

exploring stranger cage/(time exploring empty cage + Time exploring stranger cage)) and

showed no significant difference between cGMP and control mice (D). Similarly, both groups

showed preference for the novel stranger mouse (E), but no significant difference in Social

novelty preference index between the two groups (F). Cntrl n = 10, cGMP n = 13, data are

mean ± SEM, Statistical analysis was performed using a paired t-test.

Page 97: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

85

*

Figure 36: Single chamber social interaction (SI) test

Photo (A) and light-activation timeline (B) during SI test. cGMP mice show a significant

increase in the total duration of contacts (C), and total number of contacts (D) with a stranger

mouse, compared to controls. There were no significant differences between the two groups in

the total duration of active contacts (E) and total distance travelled (F). Cntrl n = 10, cGMP n

= 13, data are mean ± SEM, Statistical analysis was performed using an ANOVA.

Page 98: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

86

2.2.2.4 Memory Tests (OLT, BM, TM)

I tested spatial memory using Object Location Test (OLT), Barnes Maze (BM) and T-Maze

(TM). The control and cGMP mouse cohorts were counterbalanced such that each test was

performed on an equal number of control and cGMP mice simultaneously. In OLT, both

cohorts of mice (control and cGMP) spent more time around the novel object, indicating

memory formation. However, there was no significant difference in the discrimination index

between the two cohorts, suggesting that cGMP had no significant effect on spatial/working

memory during OLT (Figure 37).

To test the role of cGMP in training-dependent reference memory, I next incorporated cGMP

photo-activation into the daily training trials of the Barnes Maze (BM) memory test (Figure

38). The mice were trained in the same order each day (counterbalanced- control mouse, then

cGMP mouse), then returned to their home cage. After 1 training trial was complete for all

mice, then the training was repeated (in the established order) for all mice for up to 3 training

trials/day. No trial was started if it could not be completed for all mice that day. After 12 trials,

I found that cGMP mice made fewer errors, spent less time and travelled a shorter distance to

find the escape hole compared to controls (Figure 38), suggesting that cGMP signaling

improves reference memory. In probe test 1 (PT1) (Figure 39), which was instituted 24 hours

after the last training, cGMP had no significant effect on long-term memory.

In T-Maze Forced Alternation (TMFA), the mice were offered a food reward in alternating

arms of the maze, depending on the trial [138] (Figure 40). The order of mice being evaluated

was established in advance (randomized and counterbalanced) and maintained each day. No

trial was started if it could not be completed for all mice that day. There was no significant

Page 99: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

87

difference in the total distance travelled, the latency, or the correct % of responses between

cGMP and control mice, suggesting that cGMP does not affect spatial working memory in this

task. When a delay was introduced between each arm alternation (3s-60s), there was no

significant difference in the percentage of correct responses between control and cGMP mice.

Page 100: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

88

Figure 37: Object Location test (OLT)

Photo (A) and light-activation timeline (B) during OLT test. During familiarization phase, mice

are introduced to the original configuration of two identical objects, and cGMP signaling is

activated by light in cGMP mice. Data shown here is the first 5-minute averages of test phase,

where one object is displaced (object in novel location, black bars). Both cGMP and control

mice show a preference for novelty based on time spent around displaced object (C,D) and

number of entries to the novel object region (E,F). The discrimination index (G) (time around

novel object/(time around novel object + time around familiar object)) shows no significant

difference between control and cGMP groups. Cntrl n = 10, cGMP n = 13, data are mean ±

SEM, Statistical analysis was performed using an ANOVA and a paired t-test for

discrimination index.

Page 101: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

89

Figure 38: Barnes Maze (BM) training trials

Photo (A) and light-activation timeline (B) during BM test. During trials 1-15 mice are trained

to learn the location of the escape box; learning is measured as latency(s), distance travelled

(cm) and error to target hole. (C) cGMP mice show a significantly lower latency (D) distance

travelled (E) and error when finding the target hole during the last 3 training trials. Insets are

average of trials 12-15. Cntrl n = 10, cGMP n = 13, data are mean ± SEM, Statistical analysis

was performed using an ANOVA.

Page 102: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

90

Figure 39: Barnes Maze (BM) probe test (PT1)

24h after the last training trial, mice were subjected for a probe test (PT1) and allowed to

explore the arena for 3 minutes with the escape box removed. Total time spent around each

hole was recorded (sec). There is no significant difference in the time spent around the target

hole between cGMP and control mice. Cntrl n=10, cGMP n=13, data are mean ± SEM,

Statistical analysis was performed using an ANOVA.

Page 103: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

91

Figure 40: Forced Alternation T-maze test (TMFA).

Photo (A) and light activation timeline (B) during Forced Alternation T-maze test. After a 1-2

week food restriction phase mice reach ~80-85% of their original body weight and are

considered motivated enough for the food reward (sucrose pellets). Pellet is delivered to

alternating arms while the correct responses, distance and latency of each mouse is recorded.

During delay trials, a 3s, 10s, 30s or 60s delay is inserted between each arm alteration task.

There is no significant difference in the correct responses (%) (A), latency (s) (B) or distance

travelled (C) between mice stimulated to produce cGMP (Bl, Black bars) and control mice

(Dm, white bars) during trials 1-5. When a delay is introduced between each arm alternation

(3s-60s, D-F), there was no significant difference in the percentage of correct responses

between control and cGMP mice. Cntrl n = 10, cGMP n =13, data are mean ± SEM, Statistical

analysis was performed using an ANOVA.

Page 104: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

92

Altogether, cGMP signaling is associated with increased sociability, improved reference

memory and increased anxiety (more pronounced in the last 30 minutes of the test) (Table 1).

The effects of cGMP on anxiety and memory are not evident in shorter tests (10-minute

protocols), but only in the open field test (120-minute duration).

Page 105: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

93

Table1: Summary of the mouse behavior testing battery

Summary of the mouse behavior testing battery showing the effect of light-activated cGMP

production on memory, anxiety and sociability

Page 106: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

94

2.3 Discussion

Using targeted optogenetic cGMP signaling approaches, I examined the function of

cGMP at the level of the synapse, neuron and the brain. To determine a functional role of

cGMP, I targeted the PP-DG synapses and found that postsynaptic cGMP enhances synaptic

potentiation and reference memory in mice.

Postsynaptic cGMP function can be difficult to target in synaptic plasticity studies [113].

Therefore, a key advantage of using optogenetic cGMP signaling is the capacity to target

specifically postsynaptic pathways. Precisely localized delivery of BlgC-GFP-AAV1 to the

DG ensures that cGMP signal is produced by light only in the DG granule cells, which are the

postsynaptic component of the PP-DG pathway. Therefore, I carefully optimized the virus

delivery protocol for BlgC-GFP expression in the DG and validated its photoactivation in

hippocampal lysates using an ELISA. Another key benefit of optogenetics is the opportunity

to choose the time points and duration of cGMP signaling. I photoactivated BlgC to produce

cGMP for 5 minutes (4 minutes before potentiation and 1 minute during), in order to maximize

its effect on plasticity and determine whether cGMP affects initial potentiation, late plasticity

or both. Without altering the baseline synaptic properties, light-dependent cGMP signaling

significantly enhanced synaptic plasticity, increasing both early and late functional synaptic

potentiation. These findings indicate the involvement of post-synaptic cGMP in hippocampal

synaptic function, and suggest that cGMP enhances synaptic strength.

The finding that cGMP signaling generates a long lasting enhancement of synaptic plasticity

(>90 minutes), suggests that cGMP may participate in protein synthesis-dependent pathways

at PP-DG synapses. Previous reports indicate that cGMP-dependent PKG may act in parallel

with PKA to increase phosphorylation of the transcription factor CREB and promote CREB-

Page 107: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

95

mediated gene expression in the CA1 region [216] and in neurons of the lateral amygdala [217].

The robust light-dependent effect of cGMP on synaptic plasticity also validated the use of BlgC

enzyme to efficiently increase cGMP signaling in the mouse brain.

I next utilized BlgC optogenetics to study the effect of targeted cGMP signaling on mouse

behavior. These experiments were performed in collaboration with Dr. Keizo Takao’s

laboratory in Japan and funded by the Weston Brain Institute International scholarship. With

the help of Dr. Takao, I carefully orchestrated the order and BlgC photoactivation timeline of

each test to minimize stress to the animal and maximize the effect of cGMP. Whenever

possible, I photoactivated BlgC for 5 minutes to mimic the electrophysiology experiments.

During anxiety tests with a 10-minute duration (Light-dark test and Elevated Plus maze)

control and cGMP mice performed equally. However, in the Open Field test (2-hour duration),

cGMP mice exhibited signs of increased anxiety, especially in the last 30 minutes. These results

suggest that effects of cGMP on anxiety are delayed, which is consistent with the prediction

that cGMP effects in the DG are protein synthesis-dependent. Interestingly, even though the

single chamber Social Interaction test lasts only 10 minutes, cGMP signaling was associated

with increased sociability. This finding suggests that cGMP may carry out more than one

function in the DG, affecting neurons involved in anxiety in the long-term and sociability in

the short-term.

To examine the role of cGMP in memory at the DG, I performed the (1) “Object Localization

test”, which evaluates novelty and spatial working memory, (2) training trial-dependent

“Barnes maze test” of long term reference memory and (3) “T-Maze Forced Alternation test”

of working memory. I saw no significant effect of cGMP on short-term working memory in

either Object Localization test, or T-Maze test. Furthermore, there were no significant

Page 108: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

96

differences in maze performance between control and cGMP mice in the first 12 trials of the

Barnes Maze. However, in trials 12-15, cGMP mice showed significantly improved reference

memory, compared to control. This delayed improvement in reference memory is consistent

with cGMP function in enhancing synaptic plasticity. 24 hours after the last training trial, mice

were tested in a probe test of long-term memory, and even though cGMP mice performed better

in trials 12-15, there was no significant difference in the probe test (PT1). The motivating factor

in the Barnes maze test is anxiety, as the mice are searching for a dark escape hole to hide from

the open arena. Therefore, I cannot rule out the possibility that cGMP mice are finding the

escape hole faster because of their enhanced anxiety and not because of improved memory. In

the future, other trial-dependent tests of reference memory, such as the T-maze Left/Right

discrimination test, can be used to verify the role of cGMP.

In summary, I utilized BlgC to generate cGMP by optogenetics in living brain tissue and found

that cGMP signaling in the DG enhances synaptic function as well as anxiety, sociability and

reference memory. Upregulating cGMP signaling was reported to enhance memory in

neurodegenerative disorders such as Alzheimer’s disease [153-155], suggesting that cGMP

signaling is impaired. Therefore, optogenetic cGMP manipulation can be used in combination

with mouse models of Alzheimer’s disease to discover new therapeutic targets and treatment

approaches for this disease.

Page 109: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

97

Conclusion and Future Directions

cGMP signaling plays a role in activity-dependent structural and functional modulation

of the synapse, which is essential for learning and memory. However, little is known about the

postsynaptic function of cGMP in structural potentiation and plasticity at the dentate gyrus. To

address this, I characterized a novel optogenetic method for targeted cGMP manipulation and

revealed the effect of postsynaptic cGMP signaling at the level of the synapse, neuron and the

brain.

In Chapter 1, I established a two-photon optogenetic approach to non-invasively manipulate

cGMP signaling at the level of the synapse and demonstrated that postsynaptic cGMP and

cAMP competitively govern structural potentiation of dendritic spines. cGMP does not affect

basal structural potentiation, but negatively regulates cAMP-dependent structural enhancement,

suggesting a bidirectional postsynaptic regulation mechanism that is supplementary to basal

sLTP and mediated by competitive cAMP/cGMP signaling. I also demonstrated that PKG is

critical for negative regulation of the cAMP-enhanced synaptic structure, indicating the

involvement of the cGMP-PKG pathway. Future experiments will further elucidate this cAMP-

cGMP interplay and identify the cross-over mechanism.

In the future, it would also be valuable to examine the relationship between cAMP/cGMP

concentration and effects on the dendritic spine structure. Since forskolin and BlgC produce

variable concentrations of cAMP and cGMP, it may be difficult to conclude the true nucleotide

function at physiological concentrations. Therefore, it will be useful to correlate

photoactivation parameters of BlgC with the concentration of cGMP generated during the

experiment. Furthermore, instead of forskolin, it is possible to produce cAMP by PAC

(Photoactivatable Adenylyl Cyclase), an enzyme characterized in our lab for optogenetic

Page 110: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

98

cAMP signaling at the dendritic spine. The combination of these methods can further enhance

our understanding of the novel interplay between cAMP and cGMP during structural

potentiation, and help us reveal the physiological function of the crosstalk between them.

In Chapter 2, I adapted the optogenetic method to manipulate postsynaptic cGMP levels in

hippocampal slices and provided the first report of postsynaptic cGMP function in the dentate

gyrus LTP. I revealed that cGMP signaling immediately prior to synaptic potentiation

significantly enhances PP-DG L-LTP, suggesting a function of cGMP in the late protein

synthesis-dependent plasticity pathways. In the future, this optogenetic photoactivation

approach can be adapted to further refine cGMP signaling function in plasticity by

manipulating cGMP concentration (changing duration and frequency of photoactivation) and

signaling time course (photoactivating before vs after potentiation is induced). To further

elucidate the synaptic plasticity signaling pathways, it is also possible to demonstrate the main

cGMP effectors using specific cGMP pathway inhibitors (such as PKG). However, this

pharmacological approach presents other potential complications, since inhibitors of cGMP-

dependent protein kinase (PKG) were reported to block the induction of LTP [115, 218]. Our

lab has also generated light-activated phosphodiesterase enzymes that lower cGMP levels by

light-induced degradation. These enzymes can be used in the future to determine how

decreasing endogenous post-synaptic cGMP affects synaptic plasticity.

I also used optogenetics to target the DG region in living mice and found that localized cGMP

signaling is associated with a delayed enhancement in anxiety and reference memory,

suggesting a role of cGMP signaling in long-term behavioral expression. cGMP signaling had

no effect in short-term anxiety tests. In the Open field test, which has a 120-minute duration,

cGMP increased anxiety, especially in the last 30 minutes of the test. In the future, it is possible

Page 111: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

99

to confirm the effect of cGMP on anxiety by photoactivating cGMP signaling 120 minutes

prior to the start of the shorter anxiety tests (Light Dark test and Elevated Plus maze).

The excellent spatial and temporal control of BlgC photoactivation introduces new possibilities

for studying memory in the future. For example, targeting BlgC optogenetics to the amygdala

will make it possible to address the function of cGMP in established paradigms such as fear

memory [219]. The opportunity to control the time window when cGMP is produced can also

be adapted to test the function of cGMP at various stages of memory processing. For example,

in an object localization test, cGMP signaling can be exclusively photoactivated during the

familiarization phase (to test the effect on memory acquisition), during the interval period (to

test the effect on consolidation) or during the test phase (to study cGMP effects on memory

retrieval).

cGMP metabolizing enzymes are also commonly targeted for the treatment of Alzheimer’s

disease [153-155], suggesting that BlgC can be used in combination with Alzheimer’s disease

mouse models to investigate novel therapeutic targets and treatment approaches in the future.

My project was the first to apply optogenetic approaches to address post-synaptic cGMP

function in structural synaptic plasticity and dentate gyrus synaptic plasticity. The cGMP

optogenetic methods established here can provide a novel approach to elucidate the dynamic

molecular mechanisms of synaptic plasticity and memory in health and disease.

Page 112: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

100

Materials and Methods

3.1 DNA constructs GFP (EGFP with A206K mutation to prevent dimerization [220]) was subcloned into the

pCAG plasmid vector[221]. Photoactivatable guanylyl cyclase (BlgC), was generated by

altering photoactivatable adenylyl cyclase PAC (optimized for human expression, addgene ID

28134) [222]. Three amino acids in the ATP binding site of PAC were altered for GTP binding

(K197E, D265K, T267G) [177], which was fused with RFP (tdTomato) [192] as a red

fluorescent marker at the N-terminal and subcloned into a pCAG plasmid vector [221]. The

cGMP FLIM probe (cGiR) was constructed from the Gln79 – Tyr345 in cGMP-dependent

protein kinase I (cGKI) [193] of Cygnet 2.1 (addgene ID 19737) [223] and subcloned into a

pCAG plasmid vector after replacing CFP with RFP (tdTomato).

3.2 Animal care Organotypic slice cultures of rat hippocampus and acute slices of mouse hippocampus were

prepared in accordance with the guidelines of the University Health Network (UHN) Animal

Care Committee (Toronto, Canada). Stereotaxic microinjection surgery protocols were

approved by the Toronto Centre for Phenogenomics (TCP) Animal Care Committee (Toronto

Canada) and the University of Toyama, (Toyama, Japan). Animal procedures for mouse

behavioral assays were approved by the University of Toyama, Japan.

3.3 Two-photon imaging and uncaging In organotypic hippocampal slices, CA1 pyramidal neurons were transfected biolistically at

DIV 5 (GFP volume filler, or other constructs as specified), and live imaging experiments were

performed 3-5 days after transfection in the distal regions of the main apical dendrite (860 nm

Page 113: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

101

two-photon excitation, 495-540 nm for GFP imaging with Olympus FV1000MPE). The

cultured slices were continuously perfused with ACSF (artificial cerebrospinal fluid) in the

microscope chamber at 30 °C equilibrated with 5% CO2/95% O2 [22]. In all experiments, spine

size over time was measured by summed GFP fluorescence intensity of the spine volume from

15-20 sections taken at 0.5 µm intervals of z-stack images of the dendrites using Imaris

software (Bitplane, Zurich, Switzerland).

3.3.1 Structural potentiation

ACSF for LTP induction by HFS (10 mW, 4 msec, 1 Hz, 60 times) contained 119 mM NaCl,

2.5 mM KCl, 4 mM CaCl2, 26.2 mM NaHCO3, 1 mM NaH2PO4 and 11 mM glucose, 1 µM

tetrodotoxin, and 2.5 mM 4-methoxy-7-nitroindolinyl (MNI)-L-glutamate (Tocris, Bristol,

UK). The two-photon glutamate uncaging (MNI-glutamate, Tocris, Bristol, UK) at 720 nm

was applied near the targeted spine (~1 µm from the tip of the spine head), and subsequent

images of dendritic spine enlargement were captured using two-photon GFP imaging (900 nm

excitation, 495-540 nm emission). Results for each experiment are a collection of data from

several dendritic spines from multiple neurons targeted on one or more hippocampal slices,

depending on expression.

For uncaging in the presence of cAMP, ACSF solution was supplemented with 50µM of

Forskolin (Calbiochem, San Diego, CA) and perfused for 5 minutes total (4 minutes

immediately prior to uncaging and during 1 minute of uncaging). After 5 minutes, slices were

perfused again in ACSF without forskolin in order to avoid damage from excessive forskolin

exposure.

Page 114: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

102

3.3.2 Depotentiation of cAMP-dependent structural enlargement

For depotentiation of the enhanced synaptic structure, the same steps were carried out as above

to induce cAMP - LTP, but immediately after HFS, the same spine was subjected to LFS

(0.1Hz, paired pulses with 0.5ms duration of activation and 50ms intervals, 15mW power for

15 minutes) while being perfused with new ACSF containing 119 mM NaCl, 2.5 mM KCl, 2

mM CaCl2, 26.2 mM NaHCO3, 1 mM NaH2PO4 and 11 mM glucose and 2.5 mM 4-methoxy-

7-nitroindolinyl (MNI)-L-glutamate.

3.3.3 Two-photon optogenetic cGMP production

For optogenetic cGMP signaling at the target dendritic spine, RFP-BlgC and GFP (volume

filler) were cotransfected at a ratio of 4:1. To photoactivate postsynaptic BlgC, the dendritic

spines were excited at 1,000 nm two-photon laser light (point-scanning, 11mW, 30 sec)

immediately prior to HFS. In all experiments, spine size over time was measured by summed

GFP fluorescence intensity of the spines from 15-20 sections taken at 0.5 µm intervals of z-

stack images of the dendrites using Imaris software (Bitplane, Zurich, Switzerland).

Page 115: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

103

3.4 BlgC photoactivation 3.4.1 cGMP detection by ELISA in vitro

For expression of the photoactivatable enzyme BlgC, 5 x 105 HEK293 cells were seeded into

each well of 6-well plates and transfected with BlgC (2.5 µg plasmid vector) using

Lipofectamine 2000 (Life Technologies, Grand Island, NY). The cells were harvested 48 hours

after transfection, homogenized in a buffer (40 mM HEPES/Na, pH 8.0, 0.1 mM EGTA, 5 mM

magnesium acetate, 1mM DTT, and 0.01% Tween-20) by sonication, and centrifuged at 16,000

g for 15 min to clear large cell debris. The supernatant was isolated and stored -80 freezer for

experiments. For the in vitro photoactivation assay, the cell lysate were excited with a 455 nm

LED (4.5 mW/mm2; ThorLabs, NJ, USA) on a plastic paraffin film covered glass slide at room

temperature, and the synthesized cGMP levels were measured by a cGMP ELISA kit (Enzo

Life Sciences, NY, USA) [177, 222]. During photoactivation, cell lysates were resuspended in

the reaction solution (100 µl) containing 40 mM HEPES/Na, pH 8.0, 0.1 mM EGTA, 5 mM

magnesium acetate, 1mM DTT, 0.01% Tween-20 and 200 µM MgGTP. Excitation with two-

photon laser light (30 mW, 700 – 1025 nm) was performed under the 60X objective lens in a

custom-made two-photon microscope (FV1000 MPE; Olympus, Tokyo, Japan) equipped with

2 two-photon lasers (Mai Tai HP DeepSee; Newport, CA, USA). The light-dependent reactions

were performed in dark and stopped at the appropriate time points by application of 0.1 M HCl

following the ELISA kit protocol.

Page 116: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

104

3.4.2 cGMP detection by FLIM

For in vitro cGMP detection by FLIM, HEK293 cell lysates expressing cGiR probe with and

without BlgC were placed in a microscope chamber to measure lifetime change in cGiR upon

photoactivation of BlgC by focused blue light (414 ± 21 nm, mercury arc lamp) under a

microscope.

To detect BlgC photoactivation in the neurons, cGMP FLIM probe was biolistically transfected

with or without BlgC in CA1 pyramidal neurons in organotypic cultured hippocampal slices

as described previously. The expressed BlgC was photoactivated by single photon light (414 ±

21 nm, mercury arc lamp, 60 sec) in the neurons or two-photon laser light (1000 nm, 30 sec)

at the target dendritic spines. The lifetime change of cGiR FLIM probe was measured by a

two-photon FRET/FLIM microscope equipped with a time-correlated single photon counting

(TCSPC) system (PicoHarp 300, FLIM upgrade kit for Olympus FV1000MPE, SymPhoTime

software; Picoquant, Berlin, Germany) using single plane of YFP fluorescence (520-542 nm)

images (donor of cGiR: 900 nm excitation, 30 sec repetitive FLIM imaging time). Fluorescence

lifetime data were analyzed by SymPhoTime software (PicoQuant, Berlin, Germany)

[224]. For average time-domain fluorescence lifetime measurements, the lifetime decay curves

were fit by a double exponential decay model using the tail-fitting analysis [224, 225]. The

fluorescence lifetime pseudo-colour image of neurons was constructed using a pixel by pixel

fitting function.

Page 117: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

105

3.5 Pharmacology Drugs were prepared as stock aliquots of 1000x final concentration and stored at -20C. 2µM

PKG inhibitor KT 5823 [189, 226], 100nM PDE2 inhibitor Bay 60-7550 [150] and 100µM

CNG channel inhibitor L-cis-diltiazem [76] were diluted to final concentration in carbogenated

ACSF and bath applied immediately prior to the experiment.

3.6 AAV packaging High titer (1E+13) AAV particles (serotype 1) were produced by SignaGen Laboratories

(Rockville, MD, USA) containing CaMKIIα promoter-EGFP-BlgC construct.

3.7 Surgery: Stereotaxic microinjection and LED implant Mice were anesthetized with isofluorane (2% vol/vol) and then transferred to a stereotaxic

apparatus. Mice were secured to the apparatus by fixing ears bars to the head and insertion of

the incisor adaptor. A nose cone was used to administer isofluorane during surgery to maintain

anesthesia as confirmed by mild pinching of the tail. Mice were injected with 0.1 mL of

meloxicam (0.5 mg/mL) and 0.1 mL of saline subcutaneously prior to surgery. Hair atop the

scalp was removed with electric clippers and antiseptic solution was applied topically to clean

the skin. Additionally, Tear-Gel (Alcon, TX, USA) was applied to lubricate the eyes and

reapplied when necessary. A scalpel was used to make a midline incision and expose the

bregma and lambda landmarks of the skull. After leveling the head, a drill was used to make

two small holes 2 mm posterior from bregma and 1.3 or 1.6 mm lateral to the midline. Injection

volumes were 2 µL per hemisphere and delivered at a rate of 0.1-0.2 µL per minute using a

gastight syringe with a 26-gauge needle (Hamilton, Reno, NV, USA). Following injection, the

syringe was kept in place for an additional five minutes to allow diffusion of the virus particles.

The syringe was then slowly withdrawn from the head and the injection site was wiped clean.

Page 118: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

106

The skin was sutured and antibiotic ointment was applied over the wound. The mouse was

removed from the stereotaxic apparatus and placed in a recovery cage under a heat lamp.

Meloxicam was administered subcutaneously every 24 hours for 2 to 3 days following surgery.

Mice were given at least 3 weeks of postoperative recovery.

For behavioral testing, mice were microinjected with virus and then surgically equipped with

a permanent bilateral LED (or dummy) implant targeting the same site where virus was

injected. A bilateral 470 nm wavelength LED device (0.75 mm diameter, 20 mW, Eicom, CA,

USA) was inserted slowly to minimize damage to brain tissue. The LED device was fixed to

the skull using two kinds of dental cement (Bistite II DC, Tokuyama Dental America Inc.,

Japan, and UNIFAST Trad Liquid, GC AMERICA INC, USA) and cured. The mouse was then

removed from the stereotaxic device and placed in a recovery cage under a heat lamp.

Analgesia (METACAM) was continued by subcutaneous injection every 24 hours for 3 days

post-surgery. At least 14 days were interspaced between surgery and behavior testing.

3.8 Fluorescence imaging of mouse hippocampal slices Acute mouse hippocampal slices of 400 µm thickness were prepared and bathed in ACSF

equilibrated with 95% O2 and 5% CO2 at room temperature. GFP-BlgC fluorescence imaging

was conducted using a Nikon C2+ confocal laser scanning microscope with 4X objective lens

(Nikon, Tokyo, Japan) and 488 nm laser excitation (514 nm emission). Image analysis and

processing was performed using NIS-Elements software (Nikon, Tokyo, Japan).

3.9 Electrophysiology Acute hippocampal slices were prepared as previously described [105] from BlgC-expressing

mice and their wild-type littermates. After 1.5-2 hours recovery, slices were transferred to a

Page 119: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

107

chamber perfused with an ACSF solution containing 124 mM NaCl, 3 mM KCl, 2.5 mM CaCl2,

1.3 mM MgSO4, 1.25 mM NaH2PO4, 26 mM NaHCO3, 10 mM glucose (pH 7.4, 30°C, 1.5

ml/min) equilibrated with 5% CO2/95% O2. Recordings of field excitatory postsynaptic

potentials (fEPSPs) were conducted as previously described [105] in the DG (perforant

path/dentate synapses) while blocking inhibitory synaptic function using 10 µM Bicuculline

[106]). The stimulation electrode was positioned in the dorsal blade of the dentate molecular

layer for medial perforant path stimulation. Paired field responses were evoked by stimulating

with an intensity (0.05 msec pulses, 40 msec apart) that yielded fEPSPs that were 40 % of the

maximum spike-free fEPSP size. Responses were evoked and acquired every 20 sec throughout

the experiment using an Axopatch 1D amplifier (Axon Instrument) digitized at 20 kHz and

measured by slope (10–50 % of fEPSP rising phase). The expressed BlgC in DG granule cells

was photoactivated using a blue LED light (1.5 mW, 5 min) under an objective lens (4X,

NA0.1). Tetanus was induced with a bipolar tetanic stimulation (100 Hz, 0.15 msec pulses

delivered in 4 trains of 0.5 sec duration, 20 sec apart) for the perforant path stimulation. In the

case of photoactivation of BlgC with tetanic stimulation experiments, tetanic stimulation was

induced after the first minute of light exposure during photoactivation. In the time course

experiments, field responses were plotted by normalizing to the baseline fEPSP slope (average

of the 10-minute period prior to tetanic stimulation).

3.10 Statistical analysis All statistical analysis was performed using KyPlot. Data are presented as mean ± SEM. Steel-

Dunnett non parametric test was used for all structural plasticity comparisons; n is defined as

number of dendritic spines (per # of neurons is indicated in figure legends). ANOVA was used

Page 120: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

108

for all mouse behavior comparisons, as indicated in figure legends. Differences were

considered statistically significant at p > 0.05.

3.11 Mouse behavior Mice were surgically equipped with either a bilateral fiber optic LED system (n=14) or, as a

control, a “dummy” optic fiber, which produces no light but exhibits the same physical

properties (n=12) and housed in a Home Cage Monitoring System with automated video

tracking and habituated to wearing a detachable battery (necessary to power the LED). The

battery (or dummy battery) was attached and turned on to produce cGMP during each test

(light-activation details available in each figure). All behavior tests were performed as

previously described [227, 228]. The control and cGMP mouse cohorts were counterbalanced

such that each test was performed on equal number of control and cGMP mice simultaneously

(in the case of multiple chambers). In single chamber tests, a control mouse test was followed

by cGMP mouse test until all mice were evaluated. After the behavior testing was complete,

all mice were sacrificed and checked for the expression of BlgC, which resulted in the

exclusion of 1 BlgC-cGMP and 2 dummy mice from the results pool.

3.11.1 General Health and Neurological Screen (GHNS)

The general health and neurological screen was conducted as previously described [227]. Body

weight and rectal temperature were measured. Neuromuscular strength was assessed using the

grip strength and wire hang tests. A grip strength meter (O’Hara & Co., Tokyo, Japan) was

used to assess forelimb grip strength. Mice were lifted and held by their tail so that their

forepaws could grasp a wire grid. The mice were then gently pulled backward by the tail until

they released the grid. The peak force applied by the forelimbs of the mouse was recorded in

Newtons (N). Each mouse was tested three times, and the largest value was used for statistical

Page 121: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

109

analysis. In the wire hang test, the mouse was placed on a wire mesh that was then inverted,

and the latency to fall from the wire was recorded with a 60 s cut-off time. The hot plate test

was performed to evaluate sensitivity to painful stimuli. Mice were placed on a 55.0 ± 0.3 ° C

hot plate (Columbus Instruments, Columbus, OH, USA), and latency to the first paw response

was recorded with a 15 s cut-off time. The paw response was defined as either a foot shake or

a paw lick. Motor coordination and balance were tested with a rotarod test. The rotarod test,

(UGO Basile Accelerating Rotarod, Varese, Italy), was performed by placing mice on

accelerating rotating drums (3 cm diameter) and measuring the time each animal was able to

maintain its balance on the rod. The speed of the rotarod accelerated from 4 to 40 rpm over a

5-min period. All mice were fitted with a battery for 5 minutes immediately prior to the

screening with the light turned on to generate cGMP in BlgC mice.

3.11.2 Light/Dark test (LD)

The light/dark transition test apparatus consisted of a cage (21 × 42 × 25 cm) divided into two

sections of equal size by a partition with a door (O’Hara & Co., Tokyo, Japan). One chamber

was brightly illuminated (390 lux), whereas the other chamber was dark (2 lux). Mice were

placed into the dark chamber and allowed to move freely between the chambers with the door

open for 10 min. The total number of transitions between chambers, time spent in each chamber

(s), latency to first enter the light chamber (s), and distance traveled in each chamber (cm) were

recorded automatically by ImageLD software. All mice were fitted with a battery for 5 minutes

immediately prior to the test with the light turned on to generate cGMP in BlgC mice.

3.11.3 Elevated Plus maze (EP)

The elevated plus maze consisted of two open arms (25 × 5 cm, with 3-mm-high ledges) and

two closed arms (25 × 5 cm, with 15-cm-high transparent walls) of the same size (O’Hara &

Page 122: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

110

Co., Tokyo, Japan). The arms and central square were made of white plastic plates and were

elevated to a height of 55 cm above the floor. The arms of the same type were arranged at

opposite sides to each other. The center of the maze was illuminated at 100 lux. Each mouse

was placed in the central square of the maze (5 × 5 cm), facing one of the closed arms, and was

recorded for 10 min. The distance traveled (cm), number of total entries into arms, percentage

of entries into open arms, and percentage of time spent in open arms were calculated

automatically using ImageEP software. All mice were fitted with a battery during the test with

the light turned on for the first 5 minutes to generate cGMP in BlgC mice.

3.11.4 Open Field test (OF)

The open field test apparatus was a transparent square cage (42 × 42 × 30 cm; Accuscan

Instruments, Columbus, OH, USA). The center of the floor was illuminated at 100 lux. Each

mouse was placed in the open field apparatus and recorded for 120 min. Total distance traveled

(cm), and time spent in the center area (20 × 20 cm), were measured. All mice were fitted with

a battery for 10 minutes immediately prior to the test and light turned on to generate cGMP in

BlgC mice.

3.11.5 Crawley’s Social Interaction test (CSI)

The CSI test apparatus had three chambers (20 × 40 × 22 cm) separated by two transparent

partitions each with an opening (5 × 3 cm), and a lid with an infrared CCD camera. A male

mouse (8–12 weeks old C57BL/6J, termed Stranger 1) that had no prior contact with the subject

mice was enclosed in a cylinder cage (9 cm ϕ, set in the left chamber) that allowed nose

contacts. The subject mouse was released in the middle chamber and allowed to explore for

10 min, while the time spent in each chamber and within 5 cm from each cage was measured

automatically using ImageCSI software. Subsequently, another unfamiliar mouse (Stranger 2)

Page 123: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

111

was placed in another cylinder cage (in the right chamber) and monitored likewise for another

10 min. All mice were fitted with a battery for 5 minutes immediately prior to the test with the

light turned on to generate cGMP in BlgC mice.

3.11.6 Social Interaction test (SI)

Two mice from the cohort (paired as BlgC and control, whenever possible), were placed into

a box together (40 × 40 × 30 cm; O’Hara & Co., Tokyo, Japan) and were allowed to explore

freely for 10 min. Mouse behavior was analyzed automatically using ImageSI software. The

total duration of contacts (s), number of contacts, total duration of active contacts (s), mean

duration per contact, and total distance traveled (cm) were measured. The active contact was

defined as follows: images were captured at three frames per second, and distance traveled

between two successive frames was calculated for each mouse. If the two mice contacted each

other and the distance traveled by either mouse was 5 cm and more, the behavior was

considered an “active contact.” All mice were fitted with a battery during the test with the light

turned on for the first 5 minutes to generate cGMP in BlgC mice.

3.11.7 Object Localization test (OLT)

During familiarization phase, the mice were placed in a solid plastic chamber (30 × 30 × 30

cm) containing two identical objects, equidistant from the center and walls, placed in opposite

corners. After 5 minutes, mice were placed back into their home cage and then returned to the

same chamber where one of the objects was replaced with a novel object (in the same location).

After 5 minutes of this test phase, the mice were placed back into their home cage and then

returned to the same chamber where one of the objects was replaced with a new novel object

placed in a novel location (5 minutes). Objects of four types (a black sphere, a black cone, a

Page 124: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

112

column with vertical stripes and a cube with black dots) were used and data for the time around

each object (sec) and number of entries (based on the selected region of interest) was collected.

Data acquisition and analysis were performed automatically using ImageOF. All mice were

fitted with a battery for 5 minutes during familiarization phase with the light turned on to

generate cGMP in BlgC mice.

3.11.8 Barnes Maze (BM)

The Barnes circular maze task was conducted on a white circular surface (1.0 m in diameter,

with 12 holes equally spaced around the perimeter; O’hara & Co., Tokyo, Japan). The circular

open field was elevated 75 cm from the floor. A black Plexiglas escape box (17 × 13 × 7 cm),

which had paper cage bedding on its bottom, was located under one of the holes. The hole

above the escape box represented the target, analogous to the hidden platform in the Morris

water maze task. The location of the target was consistent for a given mouse but randomized

across mice. The maze was rotated daily, with the spatial location of the target unchanged with

respect to the distal visual room cues, to prevent a bias based on olfactory or proximal cues

within the maze. Mice were trained for 15 trials, with one to four training trials per day. The

number of errors, latency to reach the target (s), and distance traveled to reach the target (cm)

were automatically calculated by ImageBM software.

24 hours after the last training, a probe trial (PT1) was conducted without the escape box for

3 min, to confirm that this spatial task was acquired based on navigation by distal environment

cues. The time spent around each hole, number of errors, moving time (s), distance traveled

(cm), and moving speed (cm/s) were recorded using ImageBM software.

1 month after the PT1, another probe trial (PT2) was performed to evaluate memory retention.

After that, mice were subjected to a reversal training session. In reversal training, the location

Page 125: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

113

of the target hole was changed to the opposite side of the maze, and the mice were trained for

9 trials. 24 hours after the last reversal training, a probe trial (PT3) was performed. Data

acquisition and analysis were performed automatically using ImageBM. All mice were fitted

with a battery for 5 minutes immediately prior to each training session (original training and

reversal training) with the light was turned on to generate cGMP in BlgC mice.

3.11.9 T-Maze (Forced Alternation) (TMFA)

The forced alternation task was conducted using an automatic T-maze (O'Hara & Co., Tokyo,

Japan) constructed of white plastics runways with walls 25-cm high. The maze was partitioned

off into 6 areas by sliding doors that can be opened downward. The stem of T was composed

of area S2 (13 × 24 cm) and the arms of T were composed of area A1 and A2 (11.5 × 20.5 cm).

Area P1 and P2 were the connecting passage way from the arm (area A1 or A2) to the start

compartment (area S1). The end of each arm was equipped with a pellet dispenser that could

provide food reward. The pellet sensors were able to record automatically pellet intake by the

mice. One week before the pre-training, mice were deprived of food until their body weight

was reduced to 80–85% of the initial level. Mice were kept on a maintenance diet throughout

the course of all the T-maze experiments. Before the first trial, mice were subjected to three

10-min adaptation sessions, during which they were allowed to freely explore the T-maze with

all doors open and both arms baited with food. One day after the adaptation session, mice were

subjected to a forced alternation protocol for 5 sessions (one session consisting of 10 trials per

day; cutoff time, 50 min). On the first (sample) trial of each pair, the mouse was forced to

choose one of the arms of the T (area A1 or A2), and received the reward at the end of the arm.

Choosing the incorrect arm resulted in no reward and confinement to the arm for 10 sec. After

the mouse consumed the pellet or the mouse stayed more than 10 sec without consuming the

Page 126: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

114

pellet, door that separated the arm (area A1 or A2) and connecting passage way (area P1 or P2)

would be opened and the mouse could return to the starting compartment (area S1), via

connecting passage way, by itself. The mouse was then given a 3 sec delay and a free choice

between both T arms and rewarded for choosing the other arm that was not chosen on the first

trial of the pair. The location of the sample arm (left or right) was varied pseudo-randomly

across trials using Gellermann schedule so that mice received equal numbers of left and right

presentations. On the 16–21st day, delay (10, 30 or 60 sec) was applied after the sample trial.

Data acquisition, control of sliding doors, and data analysis were performed by Image TM

software. All mice were fitted with a battery for 5 minutes immediately prior to each training

session (consisting of 10 L/R trials) with the light was turned on to generate cGMP in BlgC

mice.

Page 127: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

115

References 1. Gray, E.G., Electron microscopy of synaptic contacts on dendrite spines of the

cerebral cortex. Nature, 1959. 183(4675): p. 1592-3.

2. Bliss, T.V. and T. Lomo, Long-lasting potentiation of synaptic transmission in the dentate area of the anaesthetized rabbit following stimulation of the perforant path. J Physiol, 1973. 232(2): p. 331-56.

3. Mulcahy, B., et al., A Pipeline for Volume Electron Microscopy of the Caenorhabditis elegans Nervous System. Front Neural Circuits, 2018. 12: p. 94.

4. White, J.G., et al., The structure of the nervous system of the nematode Caenorhabditis elegans. Philos Trans R Soc Lond B Biol Sci, 1986. 314(1165): p. 1-340.

5. Leiss, F., et al., Characterization of dendritic spines in the Drosophila central nervous system. Dev Neurobiol, 2009. 69(4): p. 221-34.

6. Coss, R.G., J.G. Brandon, and A. Globus, Changes in morphology of dendritic spines on honeybee calycal interneurons associated with cumulative nursing and foraging experiences. Brain Res, 1980. 192(1): p. 49-59.

7. Burgess, J.W. and R.G. Coss, Crowded jewel fish show changes in dendritic spine density and spine morphology. Neurosci Lett, 1980. 17(3): p. 277-81.

8. Gilbert, M.T. and K. Soderstrom, Novel song-stimulated dendritic spine formation and Arc/Arg3.1 expression in zebra finch auditory telencephalon are disrupted by cannabinoid agonism. Brain Res, 2013. 1541: p. 9-21.

9. Mancuso, J.J., et al., Methods of dendritic spine detection: from Golgi to high-resolution optical imaging. Neuroscience, 2013. 251: p. 129-40.

10. Yuste, R., The discovery of dendritic spines by Cajal. Front Neuroanat, 2015. 9: p. 18.

11. Zito, K. and V.N. Murthy, Dendritic spines. Curr Biol, 2002. 12(1): p. R5.

12. Ziv, N.E. and S.J. Smith, Evidence for a role of dendritic filopodia in synaptogenesis and spine formation. Neuron, 1996. 17(1): p. 91-102.

13. Harris, K.M., F.E. Jensen, and B. Tsao, Three-dimensional structure of dendritic spines and synapses in rat hippocampus (CA1) at postnatal day 15 and adult ages: implications for the maturation of synaptic physiology and long-term potentiation. J Neurosci, 1992. 12(7): p. 2685-705.

14. Mahmmoud, R.R., et al., Spatial and Working Memory Is Linked to Spine Density and Mushroom Spines. PLoS One, 2015. 10(10): p. e0139739.

Page 128: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

116

15. Gallinaro, J.V. and S. Rotter, Associative properties of structural plasticity based on

firing rate homeostasis in recurrent neuronal networks. Sci Rep, 2018. 8(1): p. 3754.

16. Caroni, P., F. Donato, and D. Muller, Structural plasticity upon learning: regulation and functions. Nat Rev Neurosci, 2012. 13(7): p. 478-90.

17. Bailey, C.H. and M. Chen, Structural plasticity at identified synapses during long-term memory in Aplysia. J Neurobiol, 1989. 20(5): p. 356-72.

18. Van Harreveld, A. and E. Fifkova, Swelling of dendritic spines in the fascia dentata after stimulation of the perforant fibers as a mechanism of post-tetanic potentiation. Exp Neurol, 1975. 49(3): p. 736-49.

19. Fischer, M., et al., Rapid actin-based plasticity in dendritic spines. Neuron, 1998. 20(5): p. 847-54.

20. Svoboda, K. and R. Yasuda, Principles of two-photon excitation microscopy and its applications to neuroscience. Neuron, 2006. 50(6): p. 823-39.

21. Zhou, Q., K.J. Homma, and M.M. Poo, Shrinkage of dendritic spines associated with long-term depression of hippocampal synapses. Neuron, 2004. 44(5): p. 749-57.

22. Okamoto, K., et al., Rapid and persistent modulation of actin dynamics regulates postsynaptic reorganization underlying bidirectional plasticity. Nat Neurosci, 2004. 7(10): p. 1104-12.

23. Dominguez, R. and K.C. Holmes, Actin structure and function. Annu Rev Biophys, 2011. 40: p. 169-86.

24. Hotulainen, P. and C.C. Hoogenraad, Actin in dendritic spines: connecting dynamics to function. J Cell Biol, 2010. 189(4): p. 619-29.

25. Pontrello, C.G. and I.M. Ethell, Accelerators, Brakes, and Gears of Actin Dynamics in Dendritic Spines. Open Neurosci J, 2009. 3: p. 67-86.

26. Tada, T. and M. Sheng, Molecular mechanisms of dendritic spine morphogenesis. Curr Opin Neurobiol, 2006. 16(1): p. 95-101.

27. Cingolani, L.A. and Y. Goda, Actin in action: the interplay between the actin cytoskeleton and synaptic efficacy. Nat Rev Neurosci, 2008. 9(5): p. 344-56.

28. Dillon, C. and Y. Goda, The actin cytoskeleton: integrating form and function at the synapse. Annu Rev Neurosci, 2005. 28: p. 25-55.

29. Okamoto, K. and Y. Hayashi, Visualization of F-actin and G-actin equilibrium using fluorescence resonance energy transfer (FRET) in cultured cells and neurons in slices. Nat Protoc, 2006. 1(2): p. 911-9.

Page 129: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

117

30. Honkura, N., et al., The subspine organization of actin fibers regulates the structure

and plasticity of dendritic spines. Neuron, 2008. 57(5): p. 719-29.

31. Bosch, M., et al., Structural and molecular remodeling of dendritic spine substructures during long-term potentiation. Neuron, 2014. 82(2): p. 444-59.

32. Ichetovkin, I., W. Grant, and J. Condeelis, Cofilin produces newly polymerized actin filaments that are preferred for dendritic nucleation by the Arp2/3 complex. Curr Biol, 2002. 12(1): p. 79-84.

33. Korobova, F. and T. Svitkina, Molecular architecture of synaptic actin cytoskeleton in hippocampal neurons reveals a mechanism of dendritic spine morphogenesis. Mol Biol Cell, 2010. 21(1): p. 165-76.

34. Djinovic-Carugo, K., et al., Structure of the alpha-actinin rod: molecular basis for cross-linking of actin filaments. Cell, 1999. 98(4): p. 537-46.

35. Koganezawa, N., et al., The role of drebrin in dendritic spines. Mol Cell Neurosci, 2017. 84: p. 85-92.

36. Okamoto, K., et al., The role of CaMKII as an F-actin-bundling protein crucial for maintenance of dendritic spine structure. Proc Natl Acad Sci U S A, 2007. 104(15): p. 6418-23.

37. Sanabria, H., et al., {beta}CaMKII regulates actin assembly and structure. J Biol Chem, 2009. 284(15): p. 9770-80.

38. Sjoblom, B., A. Salmazo, and K. Djinovic-Carugo, Alpha-actinin structure and regulation. Cell Mol Life Sci, 2008. 65(17): p. 2688-701.

39. Hayashi, K., et al., Modulatory role of drebrin on the cytoskeleton within dendritic spines in the rat cerebral cortex. J Neurosci, 1996. 16(22): p. 7161-70.

40. Hodges, J.L., et al., alpha-Actinin-2 mediates spine morphology and assembly of the post-synaptic density in hippocampal neurons. PLoS One, 2014. 9(7): p. e101770.

41. Yoshimura, Y., et al., Molecular constituents of the postsynaptic density fraction revealed by proteomic analysis using multidimensional liquid chromatography-tandem mass spectrometry. J Neurochem, 2004. 88(3): p. 759-68.

42. Van Troys, M., et al., Ins and outs of ADF/cofilin activity and regulation. Eur J Cell Biol, 2008. 87(8-9): p. 649-67.

43. Bamburg, J.R. and B.W. Bernstein, Roles of ADF/cofilin in actin polymerization and beyond. F1000 Biol Rep, 2010. 2: p. 62.

44. Erondu, N.E. and M.B. Kennedy, Regional distribution of type II Ca2+/calmodulin-dependent protein kinase in rat brain. J Neurosci, 1985. 5(12): p. 3270-7.

Page 130: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

118

45. Kim, K., et al., A Temporary Gating of Actin Remodeling during Synaptic Plasticity

Consists of the Interplay between the Kinase and Structural Functions of CaMKII. Neuron, 2015. 87(4): p. 813-26.

46. Lee, S.J., et al., Activation of CaMKII in single dendritic spines during long-term potentiation. Nature, 2009. 458(7236): p. 299-304.

47. Lisman, J., H. Schulman, and H. Cline, The molecular basis of CaMKII function in synaptic and behavioural memory. Nat Rev Neurosci, 2002. 3(3): p. 175-90.

48. Shen, K., et al., CaMKIIbeta functions as an F-actin targeting module that localizes CaMKIIalpha/beta heterooligomers to dendritic spines. Neuron, 1998. 21(3): p. 593-606.

49. Hanson, P.I. and H. Schulman, Inhibitory autophosphorylation of multifunctional Ca2+/calmodulin-dependent protein kinase analyzed by site-directed mutagenesis. J Biol Chem, 1992. 267(24): p. 17216-24.

50. Shields, S.M., T.S. Ingebritsen, and P.T. Kelly, Identification of protein phosphatase 1 in synaptic junctions: dephosphorylation of endogenous calmodulin-dependent kinase II and synapse-enriched phosphoproteins. J Neurosci, 1985. 5(12): p. 3414-22.

51. Strack, S., et al., Differential inactivation of postsynaptic density-associated and soluble Ca2+/calmodulin-dependent protein kinase II by protein phosphatases 1 and 2A. J Neurochem, 1997. 68(5): p. 2119-28.

52. Beavo, J.A. and L.L. Brunton, Cyclic nucleotide research -- still expanding after half a century. Nat Rev Mol Cell Biol, 2002. 3(9): p. 710-8.

53. Chetkovich, D.M., et al., N-methyl-D-aspartate receptor activation increases cAMP levels and voltage-gated Ca2+ channel activity in area CA1 of hippocampus. Proc Natl Acad Sci U S A, 1991. 88(15): p. 6467-71.

54. Chetkovich, D.M. and J.D. Sweatt, nMDA receptor activation increases cyclic AMP in area CA1 of the hippocampus via calcium/calmodulin stimulation of adenylyl cyclase. J Neurochem, 1993. 61(5): p. 1933-42.

55. Conn, P.J. and J.P. Pin, Pharmacology and functions of metabotropic glutamate receptors. Annual Review of Pharmacology and Toxicology, 1997. 37(Journal Article): p. 205-237.

56. Gilman, A.G., G-Proteins - Transducers of Receptor-Generated Signals. Annual Review of Biochemistry, 1987. 56(Journal Article): p. 615-649.

57. Seeman, P., Brain Dopamine-Receptors. Pharmacological reviews, 1980. 32(3): p. 229-313.

Page 131: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

119

58. Huang, Y.Y., X.C. Li, and E.R. Kandel, cAMP contributes to mossy fiber LTP by

initiating both a covalently mediated early phase and macromolecular synthesis-dependent late phase. Cell, 1994. 79(1): p. 69-79.

59. Frey, U., Y.Y. Huang, and E.R. Kandel, Effects of cAMP simulate a late stage of LTP in hippocampal CA1 neurons. Science, 1993. 260(5114): p. 1661-4.

60. Bolshakov, V.Y., et al., Recruitment of new sites of synaptic transmission during the cAMP-dependent late phase of LTP at CA3-CA1 synapses in the hippocampus. Neuron, 1997. 19(3): p. 635-51.

61. Rehmann, H., A. Wittinghofer, and J.L. Bos, Capturing cyclic nucleotides in action: snapshots from crystallographic studies. Nat Rev Mol Cell Biol, 2007. 8(1): p. 63-73.

62. Scott Bitner, R., Cyclic AMP response element-binding protein (CREB) phosphorylation: a mechanistic marker in the development of memory enhancing Alzheimer's disease therapeutics. Biochem Pharmacol, 2012. 83(6): p. 705-14.

63. Govindarajan, A., et al., The Dendritic Branch Is the Preferred Integrative Unit for Protein Synthesis-Dependent LTP. Neuron, 2011. 69(1): p. 132-146.

64. Otmakhov, N., et al., Persistent accumulation of calcium/calmodulin-dependent protein kinase II in dendritic spines after induction of NMDA receptor-dependent chemical long-term potentiation. J Neurosci, 2004. 24(42): p. 9324-31.

65. Luyben, T., et al. Rapid postsynaptic cAMP signaling regulates structural and functional potentiation underlying learning and memory. in Neuroscience meeting. 2016. San Diego, CA: Society for Neuroscience.

66. Borovac, J., M. Bosch, and K. Okamoto, Regulation of actin dynamics during structural plasticity of dendritic spines: Signaling messengers and actin-binding proteins. Mol Cell Neurosci, 2018.

67. Blitzer, R.D., et al., Gating of CaMKII by cAMP-regulated protein phosphatase activity during LTP. Science, 1998. 280(5371): p. 1940-2.

68. de Vente, J., et al., Nitric-oxide-induced cGMP synthesis in cholinergic neurons in the rat brain. Exp Brain Res, 2001. 136(4): p. 480-91.

69. Chalimoniuk, M., B. Glod, and J. Strosznajder, NMDA receptor mediated nitric oxide dependent cGMP synthesis in brain cortex and hippocampus. Effect of ischemia on NO related biochemical processes during reperfusion. Neurol Neurochir Pol, 1996. 30 Suppl 2: p. 65-84.

70. Altar, C.A., W.C. Boyar, and H.S. Kim, Discriminatory roles for D1 and D2 dopamine receptor subtypes in the in vivo control of neostriatal cyclic GMP. Eur J Pharmacol, 1990. 181(1-2): p. 17-21.

Page 132: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

120

71. Mayer, B., M. John, and E. Bohme, Purification of a Ca2+/calmodulin-dependent

nitric oxide synthase from porcine cerebellum. Cofactor-role of tetrahydrobiopterin. FEBS Lett, 1990. 277(1-2): p. 215-9.

72. Mayer, B., et al., Regulation of neuronal nitric oxide and cyclic GMP formation by Ca2+. J Neurochem, 1992. 59(6): p. 2024-9.

73. Murad, F., et al., Guanylate cyclase: activation by azide, nitro compounds, nitric oxide, and hydroxyl radical and inhibition by hemoglobin and myoglobin. Adv Cyclic Nucleotide Res, 1978. 9: p. 145-58.

74. Francis, S.H., et al., cGMP-dependent protein kinases and cGMP phosphodiesterases in nitric oxide and cGMP action. Pharmacol Rev, 2010. 62(3): p. 525-63.

75. Martins, T.J., M.C. Mumby, and J.A. Beavo, Purification and characterization of a cyclic GMP-stimulated cyclic nucleotide phosphodiesterase from bovine tissues. J Biol Chem, 1982. 257(4): p. 1973-9.

76. Kuzmiski, J.B. and B.A. MacVicar, Cyclic nucleotide-gated channels contribute to the cholinergic plateau potential in hippocampal CA1 pyramidal neurons. J Neurosci, 2001. 21(22): p. 8707-14.

77. Van Staveren, W.C., et al., mRNA expression patterns of the cGMP-hydrolyzing phosphodiesterases types 2, 5, and 9 during development of the rat brain. J Comp Neurol, 2003. 467(4): p. 566-80.

78. Bender, A.T. and J.A. Beavo, Cyclic nucleotide phosphodiesterases: molecular regulation to clinical use. Pharmacol Rev, 2006. 58(3): p. 488-520.

79. Nikonenko, I., et al., Nitric oxide mediates local activity-dependent excitatory synapse development. Proc Natl Acad Sci U S A, 2013. 110(44): p. E4142-51.

80. Wang, H.G., et al., Presynaptic and postsynaptic roles of NO, cGK, and RhoA in long-lasting potentiation and aggregation of synaptic proteins. Neuron, 2005. 45(3): p. 389-403.

81. Applewhite, D.A., et al., Ena/VASP proteins have an anti-capping independent function in filopodia formation. Mol Biol Cell, 2007. 18(7): p. 2579-91.

82. Zhuang, S., et al., Vasodilator-stimulated phosphoprotein activation of serum-response element-dependent transcription occurs downstream of RhoA and is inhibited by cGMP-dependent protein kinase phosphorylation. J Biol Chem, 2004. 279(11): p. 10397-407.

83. Gudi, T., et al., cGMP-dependent protein kinase inhibits serum-response element-dependent transcription by inhibiting rho activation and functions. J Biol Chem, 2002. 277(40): p. 37382-93.

Page 133: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

121

84. Lorente, d.N., Studies on the structure of the cerebral cortex. II: Continuation of the

study of the ammonic system. J Psychol Neurol, 1934. 46: p. 113–177.

85. Petrantonakis, P.C. and P. Poirazi, A compressed sensing perspective of hippocampal function. Front Syst Neurosci, 2014. 8: p. 141.

86. Basu, J. and S.A. Siegelbaum, The Corticohippocampal Circuit, Synaptic Plasticity, and Memory. Cold Spring Harb Perspect Biol, 2015. 7(11).

87. Bliss, T.V. and A.R. Gardner-Medwin, Long-lasting potentiation of synaptic transmission in the dentate area of the unanaestetized rabbit following stimulation of the perforant path. J Physiol, 1973. 232(2): p. 357-74.

88. Bliss, T.V. and G.L. Collingridge, A synaptic model of memory: long-term potentiation in the hippocampus. Nature, 1993. 361(6407): p. 31-9.

89. Bukalo, O. and A. Dityatev, Analysis of neural cell functions in gene knockout mice: electrophysiological investigation of synaptic plasticity in acute hippocampal slices. Methods Enzymol, 2006. 417: p. 52-66.

90. Kochlamazashvili G., S.O., Dityatev A., Extracellular Recordings of Synaptic Plasticity and Network Oscillations in Hippocampal Slices. Neuromethods, ed. H.M. Fellin T. Vol. 67. 2011.

91. Nicoll, R.A. and K.W. Roche, Long-term potentiation: peeling the onion. Neuropharmacology, 2013. 74: p. 18-22.

92. Huang, E.P., Synaptic plasticity: going through phases with LTP. Curr Biol, 1998. 8(10): p. R350-2.

93. Smolen, P., D.A. Baxter, and J.H. Byrne, A model of the roles of essential kinases in the induction and expression of late long-term potentiation. Biophys J, 2006. 90(8): p. 2760-75.

94. Chao, L.H., et al., Intersubunit capture of regulatory segments is a component of cooperative CaMKII activation. Nat Struct Mol Biol, 2010. 17(3): p. 264-72.

95. Mullasseril, P., et al., A structural mechanism for maintaining the 'on-state' of the CaMKII memory switch in the post-synaptic density. J Neurochem, 2007. 103(1): p. 357-64.

96. Lisman, J.E., A mechanism for memory storage insensitive to molecular turnover: a bistable autophosphorylating kinase. Proc Natl Acad Sci U S A, 1985. 82(9): p. 3055-7.

97. Hanse, E. and B. Gustafsson, Postsynaptic, but not presynaptic, activity controls the early time course of long-term potentiation in the dentate gyrus. J Neurosci, 1992. 12(8): p. 3226-40.

Page 134: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

122

98. Maren, S., et al., Postsynaptic factors in the expression of long-term potentiation

(LTP): increased glutamate receptor binding following LTP induction in vivo. Proc Natl Acad Sci U S A, 1993. 90(20): p. 9654-8.

99. Nguyen, P.V. and E.R. Kandel, A macromolecular synthesis-dependent late phase of long-term potentiation requiring cAMP in the medial perforant pathway of rat hippocampal slices. J Neurosci, 1996. 16(10): p. 3189-98.

100. Wu, J., M.J. Rowan, and R. Anwyl, Long-term potentiation is mediated by multiple kinase cascades involving CaMKII or either PKA or p42/44 MAPK in the adult rat dentate gyrus in vitro. J Neurophysiol, 2006. 95(6): p. 3519-27.

101. Steward, O., F. Huang, and J.F. Guzowski, A form of perforant path LTP can occur without ERK1/2 phosphorylation or immediate early gene induction. Learn Mem, 2007. 14(6): p. 433-45.

102. Schulz, S., et al., Direct evidence for biphasic cAMP responsive element-binding protein phosphorylation during long-term potentiation in the rat dentate gyrus in vivo. J Neurosci, 1999. 19(13): p. 5683-92.

103. Liu, X., et al., Identification and Manipulation of Memory Engram Cells. Cold Spring Harb Symp Quant Biol, 2014. 79: p. 59-65.

104. Wang, W., et al., A Primary Cortical Input to Hippocampus Expresses a Pathway-Specific and Endocannabinoid-Dependent Form of Long-Term Potentiation. eNeuro, 2016. 3(4).

105. Henderson, J.T., et al., The receptor tyrosine kinase EphB2 regulates NMDA-dependent synaptic function. Neuron, 2001. 32(6): p. 1041-56.

106. Saab, B.J., et al., NCS-1 in the dentate gyrus promotes exploration, synaptic plasticity, and rapid acquisition of spatial memory. Neuron, 2009. 63(5): p. 643-56.

107. Wilson, D.I., et al., Lateral entorhinal cortex is necessary for associative but not nonassociative recognition memory. Hippocampus, 2013. 23(12): p. 1280-90.

108. Deisseroth, K., H. Bito, and R.W. Tsien, Signaling from synapse to nucleus: Postsynaptic CREB phosphorylation during multiple forms of hippocampal synaptic plasticity. Neuron, 1996. 16(1): p. 89-101.

109. Berkowitz, L.A., K.T. Riabowol, and M.Z. Gilman, Multiple Sequence Elements of a Single Functional Class are Required for Cyclic-Amp Responsiveness of the Mouse C-Fos Promoter. Molecular and cellular biology, 1989. 9(10): p. 4272-4281.

110. Walton, M., et al., Immediate early gene transcription and synaptic modulation. Journal of neuroscience research, 1999. 58(1): p. 96-106.

111. Kleppisch, T., et al., Hippocampal cGMP-dependent protein kinase I supports an age- and protein synthesis-dependent component of long-term potentiation but is not

Page 135: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

123

essential for spatial reference and contextual memory. J Neurosci, 2003. 23(14): p. 6005-12.

112. Boulton, C.L., E. Southam, and J. Garthwaite, Nitric oxide-dependent long-term potentiation is blocked by a specific inhibitor of soluble guanylyl cyclase. Neuroscience, 1995. 69(3): p. 699-703.

113. Zhuo, M., et al., Role of guanylyl cyclase and cGMP-dependent protein kinase in long-term potentiation. Nature, 1994. 368(6472): p. 635-9.

114. Haley, J.E., G.L. Wilcox, and P.F. Chapman, The role of nitric oxide in hippocampal long-term potentiation. Neuron, 1992. 8(2): p. 211-6.

115. Son, H., et al., The specific role of cGMP in hippocampal LTP. Learn Mem, 1998. 5(3): p. 231-45.

116. Feil, R., et al., Impairment of LTD and cerebellar learning by Purkinje cell-specific ablation of cGMP-dependent protein kinase I. J Cell Biol, 2003. 163(2): p. 295-302.

117. Hartell, N.A., cGMP acts within cerebellar Purkinje cells to produce long term depression via mechanisms involving PKC and PKG. Neuroreport, 1994. 5(7): p. 833-6.

118. Hartell, N.A., Inhibition of cGMP breakdown promotes the induction of cerebellar long-term depression. J Neurosci, 1996. 16(9): p. 2881-90.

119. Blackwell, K.T. and J. Jedrzejewska-Szmek, Molecular mechanisms underlying neuronal synaptic plasticity: systems biology meets computational neuroscience in the wilds of synaptic plasticity. Wiley Interdiscip Rev Syst Biol Med, 2013. 5(6): p. 717-31.

120. Micheva, K.D., et al., Retrograde regulation of synaptic vesicle endocytosis and recycling. Nat Neurosci, 2003. 6(9): p. 925-32.

121. Kleppisch, T. and R. Feil, cGMP signalling in the mammalian brain: role in synaptic plasticity and behaviour. Handb Exp Pharmacol, 2009(191): p. 549-79.

122. Stricker, S. and D. Manahan-Vaughan, Regulation of long-term depression by increases in [guanosine 3',5'-cyclic monophosphate] in the hippocampal CA1 region of freely behaving rats. Neuroscience, 2009. 158(1): p. 159-66.

123. Serulle, Y., et al., A GluR1-cGKII interaction regulates AMPA receptor trafficking. Neuron, 2007. 56(4): p. 670-88.

124. Abel, T. and K.M. Lattal, Molecular mechanisms of memory acquisition, consolidation and retrieval. Curr Opin Neurobiol, 2001. 11(2): p. 180-7.

125. Squire, L.R. and P. Alvarez, Retrograde amnesia and memory consolidation: a neurobiological perspective. Curr Opin Neurobiol, 1995. 5(2): p. 169-77.

Page 136: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

124

126. Squire, L.R., et al., Memory consolidation. Cold Spring Harb Perspect Biol, 2015.

7(8): p. a021766.

127. Schacter, D.L. and C.S. Dodson, Misattribution, false recognition and the sins of memory. Philos Trans R Soc Lond B Biol Sci, 2001. 356(1413): p. 1385-93.

128. Nader, K. and E.O. Einarsson, Memory reconsolidation: an update. Ann N Y Acad Sci, 2010. 1191: p. 27-41.

129. Greenberg, D.L. and M. Verfaellie, Interdependence of episodic and semantic memory: evidence from neuropsychology. J Int Neuropsychol Soc, 2010. 16(5): p. 748-53.

130. Tulving, E., Episodic memory: from mind to brain. Annu Rev Psychol, 2002. 53: p. 1-25.

131. Pause, B.M., et al., Perspectives on episodic-like and episodic memory. Front Behav Neurosci, 2013. 7: p. 33.

132. Baddeley, A., Working memory. Science, 1992. 255(5044): p. 556-9.

133. Paul, C.M., G. Magda, and S. Abel, Spatial memory: Theoretical basis and comparative review on experimental methods in rodents. Behav Brain Res, 2009. 203(2): p. 151-64.

134. Olton, D.S., Mazes, maps, and memory. Am Psychol, 1979. 34(7): p. 583-96.

135. Kohler, S., M. Moscovitch, and B. Melo, Episodic memory for object location versus episodic memory for object identity: do they rely on distinct encoding processes? Mem Cognit, 2001. 29(7): p. 948-59.

136. Lee, S.A., et al., Working memory and reference memory tests of spatial navigation in mice (Mus musculus). J Comp Psychol, 2015. 129(2): p. 189-97.

137. Rosenfeld, C.S. and S.A. Ferguson, Barnes maze testing strategies with small and large rodent models. J Vis Exp, 2014(84): p. e51194.

138. Shoji, H., et al., T-maze forced alternation and left-right discrimination tasks for assessing working and reference memory in mice. J Vis Exp, 2012(60).

139. Baumann, O., A.J. Skilleter, and J.B. Mattingley, Short-term memory maintenance of object locations during active navigation: which working memory subsystem is essential? PLoS One, 2011. 6(5): p. e19707.

140. Sutherland, R.J., I.Q. Whishaw, and B. Kolb, A behavioural analysis of spatial localization following electrolytic, kainate- or colchicine-induced damage to the hippocampal formation in the rat. Behav Brain Res, 1983. 7(2): p. 133-53.

Page 137: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

125

141. McNaughton, B.L., et al., Hippocampal granule cells are necessary for normal

spatial learning but not for spatially-selective pyramidal cell discharge. Exp Brain Res, 1989. 76(3): p. 485-96.

142. Xavier, G.F., F.J. Oliveira-Filho, and A.M. Santos, Dentate gyrus-selective colchicine lesion and disruption of performance in spatial tasks: difficulties in "place strategy" because of a lack of flexibility in the use of environmental cues? Hippocampus, 1999. 9(6): p. 668-81.

143. Ramirez, S., et al., Creating a false memory in the hippocampus. Science, 2013. 341(6144): p. 387-91.

144. Redondo, R.L., et al., Bidirectional switch of the valence associated with a hippocampal contextual memory engram. Nature, 2014. 513(7518): p. 426-30.

145. Ramirez, S., et al., Activating positive memory engrams suppresses depression-like behaviour. Nature, 2015. 522(7556): p. 335-9.

146. Wu, Z.L., et al., Altered behavior and long-term potentiation in type I adenylyl cyclase mutant mice. Proc Natl Acad Sci U S A, 1995. 92(1): p. 220-4.

147. Abel, T., et al., Genetic demonstration of a role for PKA in the late phase of LTP and in hippocampus-based long-term memory. Cell, 1997. 88(5): p. 615-26.

148. Arnsten, A.F., et al., Protein kinase A as a therapeutic target for memory disorders: rationale and challenges. Trends Mol Med, 2005. 11(3): p. 121-8.

149. Blokland, A., R. Schreiber, and J. Prickaerts, Improving memory: a role for phosphodiesterases. Curr Pharm Des, 2006. 12(20): p. 2511-23.

150. Boess, F.G., et al., Inhibition of phosphodiesterase 2 increases neuronal cGMP, synaptic plasticity and memory performance. Neuropharmacology, 2004. 47(7): p. 1081-92.

151. Prickaerts, J., et al., Phosphodiesterase type 5 inhibition improves early memory consolidation of object information. Neurochem Int, 2004. 45(6): p. 915-28.

152. van der Staay, F.J., et al., The novel selective PDE9 inhibitor BAY 73-6691 improves learning and memory in rodents. Neuropharmacology, 2008. 55(5): p. 908-18.

153. Cuadrado-Tejedor, M., et al., Sildenafil restores cognitive function without affecting beta-amyloid burden in a mouse model of Alzheimer's disease. Br J Pharmacol, 2011. 164(8): p. 2029-41.

154. Puzzo, D., et al., Phosphodiesterase 5 inhibition improves synaptic function, memory, and amyloid-beta load in an Alzheimer's disease mouse model. J Neurosci, 2009. 29(25): p. 8075-86.

Page 138: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

126

155. Garcia-Barroso, C., et al., Tadalafil crosses the blood-brain barrier and reverses

cognitive dysfunction in a mouse model of AD. Neuropharmacology, 2013. 64: p. 114-23.

156. Yuste, R. and T. Bonhoeffer, Morphological changes in dendritic spines associated with long-term synaptic plasticity. Annu Rev Neurosci, 2001. 24: p. 1071-89.

157. Frey, U. and R.G. Morris, Synaptic tagging and long-term potentiation. Nature, 1997. 385(6616): p. 533-6.

158. Matsuzaki, M., et al., Structural basis of long-term potentiation in single dendritic spines. Nature, 2004. 429(6993): p. 761-6.

159. Yuste, R., A. Majewska, and K. Holthoff, From form to function: calcium compartmentalization in dendritic spines. Nat Neurosci, 2000. 3(7): p. 653-9.

160. Fu, M. and Y. Zuo, Experience-dependent structural plasticity in the cortex. Trends Neurosci, 2011. 34(4): p. 177-87.

161. Bailey, C.H. and M. Chen, Time course of structural changes at identified sensory neuron synapses during long-term sensitization in Aplysia. J Neurosci, 1989. 9(5): p. 1774-80.

162. Geinisman, Y., et al., Remodeling of hippocampal synapses after hippocampus-dependent associative learning. J Comp Neurol, 2000. 417(1): p. 49-59.

163. Penzes, P., et al., Dendritic spine pathology in neuropsychiatric disorders. Nat Neurosci, 2011. 14(3): p. 285-93.

164. Dorostkar, M.M., et al., Analyzing dendritic spine pathology in Alzheimer's disease: problems and opportunities. Acta Neuropathol, 2015. 130(1): p. 1-19.

165. Bailey, C.H., E.R. Kandel, and K.M. Harris, Structural Components of Synaptic Plasticity and Memory Consolidation. Cold Spring Harb Perspect Biol, 2015. 7(7): p. a021758.

166. Neves, G., S.F. Cooke, and T.V. Bliss, Synaptic plasticity, memory and the hippocampus: a neural network approach to causality. Nat Rev Neurosci, 2008. 9(1): p. 65-75.

167. Whitlock, J.R., et al., Learning induces long-term potentiation in the hippocampus. Science, 2006. 313(5790): p. 1093-7.

168. Pastalkova, E., et al., Storage of spatial information by the maintenance mechanism of LTP. Science, 2006. 313(5790): p. 1141-4.

169. Oh, W.C., T.C. Hill, and K. Zito, Synapse-specific and size-dependent mechanisms of spine structural plasticity accompanying synaptic weakening. Proc Natl Acad Sci U S A, 2013. 110(4): p. E305-12.

Page 139: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

127

170. Okamoto, K., M. Bosch, and Y. Hayashi, The roles of CaMKII and F-actin in the

structural plasticity of dendritic spines: a potential molecular identity of a synaptic tag? Physiology (Bethesda), 2009. 24: p. 357-66.

171. Borovac, J., et al. Bidirectional role of postsynaptic cAMP and cGMP in synaptic plasticity and memory. in Neuroscience Meeting. 2017. Washington DC: Society for Neuroscience.

172. Enna, S.J. and E.W. Karbon, Receptor Regulation - Evidence for a Relationship between Phospholipid-Metabolism and Neurotransmitter Receptor-Mediated Camp Formation in Brain. Trends in pharmacological sciences, 1987. 8(1): p. 21-24.

173. Frey, U., Y.Y. Huang, and E.R. Kandel, Effects of Camp Simulate a Late-Stage of Ltp in Hippocampal Ca1 Neurons. Science, 1993. 260(5114): p. 1661-1664.

174. Greengard, P., et al., Enhancement of the Glutamate Response by Camp-Dependent Protein-Kinase in Hippocampal-Neurons. Science, 1991. 253(5024): p. 1135-1138.

175. Kandel, E.R., The molecular biology of memory: cAMP, PKA, CRE, CREB-1, CREB-2, and CPEB. Mol Brain, 2012. 5: p. 14.

176. Shelly, M., et al., Local and long-range reciprocal regulation of cAMP and cGMP in axon/dendrite formation. Science, 2010. 327(5965): p. 547-52.

177. Ryu, M.-H., et al., Natural and Engineered Photoactivated Nucleotidyl Cyclases for Optogenetic Applications. Journal of Biological Chemistry, 2010. 285(53): p. 41501-41508.

178. Helmchen, F. and W. Denk, Deep tissue two-photon microscopy. Nat Methods, 2005. 2(12): p. 932-40.

179. Fedoryak, O.D., et al., Synthesis of a caged glutamate for efficient one- and two-photon photorelease on living cells. Chem Commun (Camb), 2005(29): p. 3664-6.

180. Zito, K., et al., Rapid functional maturation of nascent dendritic spines. Neuron, 2009. 61(2): p. 247-58.

181. Stein, I.S. and K. Zito, Dendritic Spine Elimination: Molecular Mechanisms and Implications. Neuroscientist, 2018: p. 1073858418769644.

182. Noguchi, J., et al., State-dependent diffusion of actin-depolymerizing factor/cofilin underlies the enlargement and shrinkage of dendritic spines. Sci Rep, 2016. 6: p. 32897.

183. Seamon, K.B., W. Padgett, and J.W. Daly, Forskolin: unique diterpene activator of adenylate cyclase in membranes and in intact cells. Proc Natl Acad Sci U S A, 1981. 78(6): p. 3363-7.

Page 140: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

128

184. Hartzell, H.C. and R. Fischmeister, Opposite effects of cyclic GMP and cyclic AMP

on Ca2+ current in single heart cells. Nature, 1986. 323(6085): p. 273-5.

185. Beavo, J.A., Cyclic nucleotide phosphodiesterases: functional implications of multiple isoforms. Physiol Rev, 1995. 75(4): p. 725-48.

186. Zaccolo, M. and M.A. Movsesian, cAMP and cGMP signaling cross-talk: role of phosphodiesterases and implications for cardiac pathophysiology. Circ Res, 2007. 100(11): p. 1569-78.

187. Horstrup, K., et al., Phosphorylation of focal adhesion vasodilator-stimulated phosphoprotein at Ser157 in intact human platelets correlates with fibrinogen receptor inhibition. Eur J Biochem, 1994. 225(1): p. 21-7.

188. Feil, R. and T. Kleppisch, NO/cGMP-dependent modulation of synaptic transmission. Handb Exp Pharmacol, 2008(184): p. 529-60.

189. Wu, J., et al., Evidence for involvement of the cGMP-protein kinase G signaling system in the induction of long-term depression, but not long-term potentiation, in the dentate gyrus in vitro. J Neurosci, 1998. 18(10): p. 3589-96.

190. Britt, J.P., R.A. McDevitt, and A. Bonci, Use of channelrhodopsin for activation of CNS neurons. Curr Protoc Neurosci, 2012. Chapter 2: p. Unit2 16.

191. Ryu, M.H., et al., Natural and engineered photoactivated nucleotidyl cyclases for optogenetic applications. J Biol Chem, 2010. 285(53): p. 41501-8.

192. Shaner, N.C., et al., Improved monomeric red, orange and yellow fluorescent proteins derived from Discosoma sp. red fluorescent protein. Nat Biotechnol, 2004. 22(12): p. 1567-72.

193. Russwurm, M., et al., Design of fluorescence resonance energy transfer (FRET)-based cGMP indicators: a systematic approach. Biochem J, 2007. 407(1): p. 69-77.

194. Mulkey, R.M., et al., Involvement of a calcineurin/inhibitor-1 phosphatase cascade in hippocampal long-term depression. Nature, 1994. 369(6480): p. 486-8.

195. Huang, K.X. and H.K. Paudel, Ser67-phosphorylated inhibitor 1 is a potent protein phosphatase 1 inhibitor. Proc Natl Acad Sci U S A, 2000. 97(11): p. 5824-9.

196. Bollen, E., et al., Improved long-term memory via enhancing cGMP-PKG signaling requires cAMP-PKA signaling. Neuropsychopharmacology, 2014. 39(11): p. 2497-505.

197. Prickaerts, J., et al., cGMP, but not cAMP, in rat hippocampus is involved in early stages of object memory consolidation. Eur J Pharmacol, 2002. 436(1-2): p. 83-7.

198. Brandon, E.P., et al., Hippocampal long-term depression and depotentiation are defective in mice carrying a targeted disruption of the gene encoding the RI beta

Page 141: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

129

subunit of cAMP-dependent protein kinase. Proc Natl Acad Sci U S A, 1995. 92(19): p. 8851-5.

199. Madronal, N., et al., Rapid erasure of hippocampal memory following inhibition of dentate gyrus granule cells. Nat Commun, 2016. 7: p. 10923.

200. Palmer, A. and M. Good, Hippocampal synaptic activity, pattern separation and episodic-like memory: implications for mouse models of Alzheimer's disease pathology. Biochem Soc Trans, 2011. 39(4): p. 902-9.

201. Jacobsen, J.S., et al., Early-onset behavioral and synaptic deficits in a mouse model of Alzheimer's disease. Proc Natl Acad Sci U S A, 2006. 103(13): p. 5161-6.

202. Weeden, C.S., et al., The role of the ventral dentate gyrus in anxiety-based behaviors. Neurobiol Learn Mem, 2015. 118: p. 143-9.

203. Kheirbek, M.A., et al., Differential control of learning and anxiety along the dorsoventral axis of the dentate gyrus. Neuron, 2013. 77(5): p. 955-68.

204. Zou, D., et al., DREADD in parvalbumin interneurons of the dentate gyrus modulates anxiety, social interaction and memory extinction. Curr Mol Med, 2016. 16(1): p. 91-102.

205. Antonova, I., et al., Rapid increase in clusters of presynaptic proteins at onset of long-lasting potentiation. Science, 2001. 294(5546): p. 1547-50.

206. Roy, D.S., et al., Memory retrieval by activating engram cells in mouse models of early Alzheimer's disease. Nature, 2016. 531(7595): p. 508-12.

207. Allen, T.A. and N.J. Fortin, The evolution of episodic memory. Proc Natl Acad Sci U S A, 2013. 110 Suppl 2: p. 10379-86.

208. Vorhees, C.V. and M.T. Williams, Assessing spatial learning and memory in rodents. ILAR J, 2014. 55(2): p. 310-32.

209. Feil, R., et al., cGMP-dependent protein kinase I, the circadian clock, sleep and learning. Commun Integr Biol, 2009. 2(4): p. 298-301.

210. Wincott, C.M., et al., cGMP-dependent protein kinase type II knockout mice exhibit working memory impairments, decreased repetitive behavior, and increased anxiety-like traits. Neurobiol Learn Mem, 2014. 114: p. 32-9.

211. Wincott, C.M., et al., Spatial memory deficits and motor coordination facilitation in cGMP-dependent protein kinase type II-deficient mice. Neurobiol Learn Mem, 2013. 99: p. 32-7.

212. Werner, C., et al., Importance of NO/cGMP signalling via cGMP-dependent protein kinase II for controlling emotionality and neurobehavioural effects of alcohol. Eur J Neurosci, 2004. 20(12): p. 3498-506.

Page 142: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

130

213. Rutten, K., et al., The selective PDE5 inhibitor, sildenafil, improves object memory in

Swiss mice and increases cGMP levels in hippocampal slices. Behav Brain Res, 2005. 164(1): p. 11-6.

214. Kurt, M., et al., Effect of sildenafil on anxiety in the plus-maze test in mice. Pol J Pharmacol, 2004. 56(3): p. 353-7.

215. Lueptow, L.M., C.G. Zhan, and J.M. O'Donnell, Cyclic GMP-mediated memory enhancement in the object recognition test by inhibitors of phosphodiesterase-2 in mice. Psychopharmacology (Berl), 2016. 233(3): p. 447-56.

216. Lu, Y.F., E.R. Kandel, and R.D. Hawkins, Nitric oxide signaling contributes to late-phase LTP and CREB phosphorylation in the hippocampus. J Neurosci, 1999. 19(23): p. 10250-61.

217. Paul, C., et al., cGMP-dependent protein kinase type I promotes CREB/CRE-mediated gene expression in neurons of the lateral amygdala. Neurosci Lett, 2010. 473(2): p. 82-6.

218. Monfort, P., et al., Long-term potentiation in hippocampus involves sequential activation of soluble guanylate cyclase, cGMP-dependent protein kinase, and cGMP-degrading phosphodiesterase. J Neurosci, 2002. 22(23): p. 10116-22.

219. Li, H., et al., Experience-dependent modification of a central amygdala fear circuit. Nat Neurosci, 2013. 16(3): p. 332-9.

220. Zacharias, D.A., et al., Partitioning of lipid-modified monomeric GFPs into membrane microdomains of live cells. Science, 2002. 296(5569): p. 913-6.

221. Niwa, H., K. Yamamura, and J. Miyazaki, Efficient selection for high-expression transfectants with a novel eukaryotic vector. Gene, 1991. 108(2): p. 193-9.

222. Stierl, M., et al., Light modulation of cellular cAMP by a small bacterial photoactivated adenylyl cyclase, bPAC, of the soil bacterium Beggiatoa. J Biol Chem, 2011. 286(2): p. 1181-8.

223. Honda, A., et al., Spatiotemporal dynamics of guanosine 3',5'-cyclic monophosphate revealed by a genetically encoded, fluorescent indicator. Proc Natl Acad Sci U S A, 2001. 98(5): p. 2437-42.

224. Hille, C., et al., Two-photon fluorescence lifetime imaging of intracellular chloride in cockroach salivary glands. Photochem Photobiol Sci, 2009. 8(3): p. 319-27.

225. Yasuda, R., et al., Supersensitive Ras activation in dendrites and spines revealed by two-photon fluorescence lifetime imaging. Nat Neurosci, 2006. 9(2): p. 283-91.

226. Puzzo, D., et al., Amyloid-beta peptide inhibits activation of the nitric oxide/cGMP/cAMP-responsive element-binding protein pathway during hippocampal synaptic plasticity. J Neurosci, 2005. 25(29): p. 6887-97.

Page 143: Novel optogenetic approach reveals a function of cGMP in ... · CA - Cornu ammonis CaM - calmodulin CaMKII - calcium-calmodulin dependent protein kinase II cAMP - cyclic adenosine

131

227. Shoji, H., et al., Age-related changes in behavior in C57BL/6J mice from young

adulthood to middle age. Mol Brain, 2016. 9: p. 11.

228. Ageta-Ishihara, N., et al., Chronic overload of SEPT4, a parkin substrate that aggregates in Parkinson's disease, causes behavioral alterations but not neurodegeneration in mice. Mol Brain, 2013. 6: p. 35.