functional human neurons derived from ... - cellular · pdf filemea is a powerful tool to...

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We utilize iPSC technology to reprogram adult cells (from either skin or blood) back to the stem cell state. At this stage, iPS cells can then be differentiated into virtually any cell type – including previously inaccessible human neuronal cell types. iPSC-derived neurons are produced in high purity with varying degrees of Excitatory (glutamatergic) and Inhibitory (GABAergic) cells in the population. Importantly, human neurons from CDI are provided as cryopreserved material that can be thawed and used any day of the week. Synchronous Bursting in Human Neurons Using iPSC technology to produce highly pure cell types, we have generated previously inaccessible human neurons of specific brain regions that represent particular populations of excitatory and inhibitory neurons, which are appropriate response to a broad range of pharmacological agents. We have utilized MEA technology to understand functional differences between cell types in vitro, testing them both in mono-culture and in co-cultured conditions. While standard cell models in this space are primary rodent cultures, human iPSC-derived neuronal cultures offer insights into human disease & relevant responsiveness far beyond their rodent counterparts. We are actively expanding our catalog offering to include neurons and astrocytes from diverse backgrounds (i.e. more healthy / normal donors) and disease-relevant backgrounds (i.e. patient-derived samples). MIXING OF PURE NEURAL CELL TYPES. Highly pure populations of iPSC-derived neurons can be utilized to customize the features of a neural culture on MEA. iCell Neurons (predominantly inhibitory) have measureable activity on the MEA, but rumble at only ~1-3 Hz. Altering the E/I ratio by mixing in a more excitatory population of cells (iCell Induced Neurons) into a 1:3 ratio generates a totally different MEA phenotype producing amplified, synchronous network bursts. (These “raw” Maestro trace examples are voltage traces from each of the 16 electrodes within a given well; more synchronous bursting activity denotes connected neuronal circuitry). Interestingly, mixing in too much excitation (4:1 ratio) results in a seizurogenic phenotype evident by the hyper-intense, longer-lasting bursts that disrupt the regular bursting pattern, highlighting the importance of a proper E/I ratio balance within the neuronal culture. Abstract Electrode diameter = 50 m Interpolar distance = 350 m 48 wells per plate 16 electrodes per well 768 electrodes per MEA 12.5 kHz sampling rate 9.6 million data points per sec Multi-electrode array (MEA) technology has become a widely-accepted tool for the electrophysiologically- based, label-free assessment of in vitro activity of neuronal cell cultures. MEAs are grids of tightly spaced electrodes that are capable of directly sensing changes in voltage that are propagated down the membranes of excitable cells. MEA technology also makes it possible to detect network-level phenotypes through extracellular, single-unit recordings. Action potentials fired by neurons are recorded by the instrument as a “spike”, which can then be graphically represented as a raster plot (example above) or spiking histogram (example below). Yes, the mean firing rate of a neuron tells us a great deal, but interpretation of neuronal activity is most meaningful when it is centered around timing. For example, the inter-spike-interval (ISI) or the pattern of a series of spikes recorded within a high frequency burst are typical measurements that electrophysiologists expect to see from their experiments. Relevant Human Neuronal Cell Types Representative baseline MEA phenotypes for human iPSC-derived neurons MAP2 / DAPI MAP2 / DAPI Cryopreserved Human Cells iPS Cells Human Donor iCell Neurons iCell Induced Neurons iCell GlutaNeurons As many of the underlying mechanisms in neuronal disorders and neurotoxicity affect the electrical properties of the nervous system, there is an increasing demand for more biologically- relevant cell models coupled with scalable electrophysiological techniques to understand and measure neuronal activity and network connectivity. Multi-electrode array (MEA) platforms enable electrically active excitable cell types to be monitored in real-time. Although primary rodent cortical neurons are the most widely-accepted cell source for MEA, recent advances in iPSC technology now provide access to previously unattainable human neural cell types and offer a unique source of relevant and assayable cells. Using a panel of highly pure iPSC-derived neural cell types, we are able to detect a range of different phenotypes on the MEA platform. The catalog cell types available include GABAergic (inhibitory) cortical neurons, glutamatergic (excitatory) cortical and induced neuronal (iN) cells, midbrain dopaminergic neurons (excitatory), and astrocytes (glia). This poster focuses on MEA functionality of these cells individually or in co-culture. We find that both complex patterns of spontaneous electrical activity and the degree of synchronous bursting depend on the ratio of excitatory to inhibitory cells (the “E/I ratio”) within the culture. To help illuminate this finding, we track the evolution of a synaptically-driven culture over time and analyze changes in numerous parameters that define neuronal MEA activity, such as mean firing rate, channel burst rate, or network bursting percentage. As expected, basal media and supplements have an extraordinary effect on MEA assay performance. Similarly, addition of astrocytes to cultures of pure neurons dramatically impacts the functional phenotype and further promotes network-level synchrony. Finally, with a range of baseline MEA phenotypes established, we tested the pharmacological effects of compounds targeting key receptors, such as GABA, AMPA, and NMDA. Overall, these human iPSC-derived neuronal cultures responded appropriately to known agonists and antagonists (e.g. picrotoxin, bicuculline, AP5/DNQX, etc.). An imbalance in the brain‘s E/I ratio is associated with numerous neurological abnormalities and deficits. Currently-used, non-human cell models on the MEA are limited in their ability to broadly address different human diseases in vitro. The data presented here demonstrate that human iPSC-derived neuronal cell types are rising to the challenge of becoming a reliable and predictive tool for use in drug discovery, disease modeling, and neurotoxicity applications. Use of MEA to Observe Neuronal Activity Frequency (Hz) Time (sec) iCell DopaNeurons Frequency (Hz) Time (sec) iCell GlutaNeurons iCell Neurons Frequency (Hz) Time (sec) Example velocity graphs (all-points histograms of instantaneous mean-firing rates binned @ 500 milliseconds) displaying three different, yet repeatable and consistent, phenotypes from iCell Neurons, iCell GlutaNeurons or iCell DopaNeurons on MEA. Different levels of excitability or cell type percentages offer varying phenotypes with distinct network-level bursting phenotypes. Application Protocols that detail the materials and methods required to assay iCell Product on the Axion Maestro system are available by contacting [email protected]. iCell Astrocytes iCell DopaNeurons 100 sec 100 sec 20 Hz 100 sec 20 Hz 100 sec 20 Hz 20 Hz Standard Medium BrainPhys™ Time (sec) Time (sec) Spike Raster Plots Standard Medium BrainPhys™ Network Burst Intensity (Hz) 600 500 400 300 100 0 200 Synchrony Index 0.3 0.25 0.2 0.15 0.05 0 0.1 Standard BrainPhys MEDIA MATTERS. We have observed that cell culture media, neuronal supplements, and the basic protocols for changing media make a significant impact on the phenotype of every human iPSC-derived neuron we have tested. In these example data with iCell DopaNeurons and BrainPhys Neuronal Medium (STEMCELL Technologies), we see improved cell health and enhanced neurite outgrowth (ICC staining), detect more organized bursting patterns (see raster plots), and quantify more synchronous bursts (graphs). CO-CULTURE WITH ASTROCYTES. Addition of iCell Astrocytes into a culture of iCell DopaNeurons on the MEA can impact functionality and promote network-level synchronicity. 75K DopaNeurons were held constant and increasing amounts of Astrocytes were added from left to right. *These experiments were done without BrainPhys medium. 0 K Astrocytes 25 K Astrocytes 50 K Astrocytes 100 K Astrocytes Day 20 Day 14 Day 6 20 sec Evaluation of an Evolving Neural Network Summary and Future Directions MEA is a powerful tool to observe the evolution of a neural network-connected culture. Shown above (left) are raster plots taken from iCell DopaNeurons on Day 6, 14, and 20: red ticks are “Poisson” channel bursts and magenta boxes indicate well-wide (ISI) network bursts. The organization of the white marks into groups of red and ultimately lined up in the boxes is clearly evident. Well-wide network bursts can be assessed for many aspects, including burst frequency and peak intensity (Hz), as displayed via velocity graphs for iCell DopaNeurons and MyCell DopaNeurons harboring the SNCA A53T mutation (DIV 20). Note the altered burst frequency (~2X slower) and average peak intensity (~4X larger) for the A53T dopaminergic neurons compared to the isogenic control iCell DopaNeurons. + DNQX & AP5 iCell DopaNeurons MyCell SNCA A53T DopaNeurons 1:3 Mix of iCell Induced Neurons and iCell Neurons 100% iCell Neurons 50 secs 100 mV A B C D 1 2 3 4 4:1 Mix of iCell Induced Neurons and iCell Neurons Functional Human Neurons Derived from iPS Cells Display a Range of Unique and “Exciting” MEA Phenotypes Kile Mangan , Christian Kannemeier, Elisabeth Enghofer, Junyi Ma, Susan DeLaura, and Coby Carlson Cellular Dynamics International, Inc., A FUJIFILM Company, Madison, WI USA Phenotypic Changes to ‘Excitable’ Pharmacology -200 -150 -100 -50 50 100 150 200 -200 -100 100 200 R 2 = 0.76 Post Washout PTX PTX D22 D200 D1800 -100 -50 0 50 100 150 200 250 300 mnFRs ActEs NA BPM NA Conn chanB chanBspk chanBDur nB nBurstPerc nBurstDur nElect Synchrony -100 100 300 % Change from Baseline Spikes Network ‘Velocity’ Network ‘ISI’ Channel ‘Poisson’ Synchrony Index % Change from Baseline Screening for potentially toxic seizuro- genicity of compounds has long been a major hurdle for drug discovery. Here we show that cultures of iCell GlutaNeurons on MEA respond to known ‘excitable’ pharmacology (e.g. GABAazine GBZ:top} and picrotoxin {PTX:bottom}). Not only are the effects visibly evident (top), but they can also be analyzed quantitatively (bottom). Note the statistically significant changes and positive correlation (R 2 =0.76) in a dose-dependent manner for PTX between increased ‘Poisson’ channel- burst intensities and network-level burst frequency changes when compared to baseline. Network Burst Frequency (BPM) Poisson Burst Intensity (Hz) Post Washout PTX (5 Minutes) Vehicle 66.7 33.3 16.7 8.3 4.1 2.2 1.1 1 Hour Post GBZ (μM)

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Page 1: Functional Human Neurons Derived from ... - Cellular · PDF fileMEA is a powerful tool to observe the evolution of a neural network-connected culture. ... Cellular Dynamics International,

We utilize iPSC technology to reprogram adult cells (from either skin or blood) back to the stem cell state. At thisstage, iPS cells can then be differentiated into virtually any cell type – including previously inaccessible humanneuronal cell types. iPSC-derived neurons are produced in high purity with varying degrees of Excitatory(glutamatergic) and Inhibitory (GABAergic) cells in the population. Importantly, human neurons from CDI areprovided as cryopreserved material that can be thawed and used any day of the week.

Synchronous Bursting in Human Neurons

• Using iPSC technology to produce highly pure cell types, we have generated previously inaccessible human neurons of specific brain regions that represent particular populations of excitatory and inhibitory neurons, which are appropriate response to a broad range of pharmacological agents.

• We have utilized MEA technology to understand functional differences between cell types in vitro, testing them both in mono-culture and in co-cultured conditions.

• While standard cell models in this space are primary rodent cultures, human iPSC-derived neuronal cultures offer insights into human disease & relevant responsiveness far beyond their rodent counterparts. We are actively expanding our catalog offering to include neurons and astrocytes from diverse backgrounds (i.e. more healthy / normal donors) and disease-relevant backgrounds (i.e. patient-derived samples).

MIXING OF PURE NEURAL CELL TYPES. Highly pure populations of iPSC-derived neurons can be utilized tocustomize the features of a neural culture on MEA. iCell Neurons (predominantly inhibitory) havemeasureable activity on the MEA, but rumble at only ~1-3 Hz. Altering the E/I ratio by mixing in a moreexcitatory population of cells (iCell Induced Neurons) into a 1:3 ratio generates a totally different MEAphenotype producing amplified, synchronous network bursts. (These “raw” Maestro trace examples arevoltage traces from each of the 16 electrodes within a given well; more synchronous bursting activity denotesconnected neuronal circuitry). Interestingly, mixing in too much excitation (4:1 ratio) results in a seizurogenicphenotype evident by the hyper-intense, longer-lasting bursts that disrupt the regular bursting pattern,highlighting the importance of a proper E/I ratio balance within the neuronal culture.

Abstract

Electrode diameter = 50 mInterpolar distance = 350 m48 wells per plate16 electrodes per well 768 electrodes per MEA12.5 kHz sampling rate9.6 million data points per sec

Multi-electrode array (MEA) technology has become a widely-accepted tool for the electrophysiologically-based, label-free assessment of in vitro activity of neuronal cell cultures. MEAs are grids of tightly spacedelectrodes that are capable of directly sensing changes in voltage that are propagated down the membranesof excitable cells. MEA technology also makes it possible to detect network-level phenotypes throughextracellular, single-unit recordings.

Action potentials fired by neurons are recorded by the instrumentas a “spike”, which can then be graphically represented as a rasterplot (example above) or spiking histogram (example below). Yes,the mean firing rate of a neuron tells us a great deal, butinterpretation of neuronal activity is most meaningful when it iscentered around timing. For example, the inter-spike-interval (ISI)or the pattern of a series of spikes recorded within a highfrequency burst are typical measurements that electrophysiologistsexpect to see from their experiments.

Relevant Human Neuronal Cell Types

Representative baseline MEA phenotypes for human iPSC-derived neurons

MAP2 / DAPI

MAP2 / DAPI

CryopreservedHuman Cells

iPS Cells

Human Donor

iCell Neurons

iCell Induced Neurons

iCell GlutaNeurons

As many of the underlying mechanisms in neuronal disorders and neurotoxicity affect theelectrical properties of the nervous system, there is an increasing demand for more biologically-relevant cell models coupled with scalable electrophysiological techniques to understand andmeasure neuronal activity and network connectivity. Multi-electrode array (MEA) platformsenable electrically active excitable cell types to be monitored in real-time. Although primaryrodent cortical neurons are the most widely-accepted cell source for MEA, recent advances iniPSC technology now provide access to previously unattainable human neural cell types and offera unique source of relevant and assayable cells.

Using a panel of highly pure iPSC-derived neural cell types, we are able to detect a range ofdifferent phenotypes on the MEA platform. The catalog cell types available include GABAergic(inhibitory) cortical neurons, glutamatergic (excitatory) cortical and induced neuronal (iN) cells,midbrain dopaminergic neurons (excitatory), and astrocytes (glia). This poster focuses on MEAfunctionality of these cells individually or in co-culture. We find that both complex patterns ofspontaneous electrical activity and the degree of synchronous bursting depend on the ratio ofexcitatory to inhibitory cells (the “E/I ratio”) within the culture. To help illuminate this finding, wetrack the evolution of a synaptically-driven culture over time and analyze changes in numerousparameters that define neuronal MEA activity, such as mean firing rate, channel burst rate, ornetwork bursting percentage.

As expected, basal media and supplements have an extraordinary effect on MEA assayperformance. Similarly, addition of astrocytes to cultures of pure neurons dramatically impactsthe functional phenotype and further promotes network-level synchrony. Finally, with a range ofbaseline MEA phenotypes established, we tested the pharmacological effects of compoundstargeting key receptors, such as GABA, AMPA, and NMDA. Overall, these human iPSC-derivedneuronal cultures responded appropriately to known agonists and antagonists (e.g. picrotoxin,bicuculline, AP5/DNQX, etc.).

An imbalance in the brain‘s E/I ratio is associated with numerous neurological abnormalitiesand deficits. Currently-used, non-human cell models on the MEA are limited in their ability tobroadly address different human diseases in vitro. The data presented here demonstrate thathuman iPSC-derived neuronal cell types are rising to the challenge of becoming a reliable andpredictive tool for use in drug discovery, disease modeling, and neurotoxicity applications.

Use of MEA to Observe Neuronal Activity

Fre

qu

en

cy (

Hz)

Time (sec)

iCell DopaNeurons

Fre

qu

en

cy (

Hz)

Time (sec)

iCell GlutaNeuronsiCell Neurons

Fre

qu

en

cy (

Hz)

Time (sec)

Example velocity graphs (all-points histograms of instantaneous mean-firing rates binned @ 500 milliseconds)displaying three different, yet repeatable and consistent, phenotypes from iCell Neurons, iCell GlutaNeurons oriCell DopaNeurons on MEA. Different levels of excitability or cell type percentages offer varying phenotypes withdistinct network-level bursting phenotypes. Application Protocols that detail the materials and methods requiredto assay iCell Product on the Axion Maestro system are available by contacting [email protected].

iCell Astrocytes

iCell DopaNeurons

100 sec 100 sec

20

Hz

100 sec

20

Hz

100 sec

20

Hz

20

Hz

Standard Medium

BrainPhys™

Time (sec)Time (sec)

Spik

e R

aste

r P

lots

Standard Medium BrainPhys™

Ne

two

rk B

urs

tIn

ten

sity

(H

z)

600

500

400

300

100

0

200

Syn

chro

ny

Ind

ex

0.3

0.25

0.2

0.15

0.05

0

0.1

Standard

BrainPhys

MEDIA MATTERS. We have observed that cell culture media, neuronalsupplements, and the basic protocols for changing media make a significant impacton the phenotype of every human iPSC-derived neuron we have tested. In theseexample data with iCell DopaNeurons and BrainPhys Neuronal Medium (STEMCELLTechnologies), we see improved cell health and enhanced neurite outgrowth (ICCstaining), detect more organized bursting patterns (see raster plots), and quantifymore synchronous bursts (graphs).

CO-CULTURE WITH ASTROCYTES. Addition of iCell Astrocytes into a culture of iCell DopaNeurons on the MEAcan impact functionality and promote network-level synchronicity. 75K DopaNeurons were held constant andincreasing amounts of Astrocytes were added from left to right. *These experiments were done withoutBrainPhys medium.

0 K Astrocytes 25 K Astrocytes 50 K Astrocytes 100 K Astrocytes

Day

20

Day

14

Day

6

20 sec

Evaluation of an Evolving Neural Network

Summary and Future Directions

MEA is a powerful tool to observe the evolution of a neural network-connected culture. Shown above (left) areraster plots taken from iCell DopaNeurons on Day 6, 14, and 20: red ticks are “Poisson” channel bursts and magentaboxes indicate well-wide (ISI) network bursts. The organization of the white marks into groups of red and ultimatelylined up in the boxes is clearly evident. Well-wide network bursts can be assessed for many aspects, including burstfrequency and peak intensity (Hz), as displayed via velocity graphs for iCell DopaNeurons and MyCell DopaNeuronsharboring the SNCA A53T mutation (DIV 20). Note the altered burst frequency (~2X slower) and average peakintensity (~4X larger) for the A53T dopaminergic neurons compared to the isogenic control iCell DopaNeurons.

+ DNQX & AP5

iCell DopaNeurons MyCell SNCA A53T DopaNeurons

1:3 Mix of iCell Induced Neuronsand iCell Neurons100% iCell Neurons

50 secs

100 mVA

B

C

D

1 2 3 4

4:1 Mix of iCell Induced Neuronsand iCell Neurons

Functional Human Neurons Derived from iPS Cells Display

a Range of Unique and “Exciting” MEA PhenotypesKile Mangan, Christian Kannemeier, Elisabeth Enghofer, Junyi Ma, Susan DeLaura, and Coby CarlsonCellular Dynamics International, Inc., A FUJIFILM Company, Madison, WI USA

Phenotypic Changes to ‘Excitable’ Pharmacology

-200 -150 -100 -50 50 100 150 200

-200

-100

100

200

R2 = 0.76

Post WashoutPTX

PTX

D22

D200

D1800

-100

-50

0

50

100

150

200

250

300

mnFRs ActEsNA BPM NA Conn

chanBchanBspk

chanBDurnB

nBurstPercnBurstDur nElect

Synchrony

-100

100

300

% Changefrom Baseline

SpikesNetwork‘Velocity’

Network‘ISI’

Channel‘Poisson’

SynchronyIndex

% C

ha

ng

e fr

om

Ba

selin

e

Screening for potentially toxic seizuro-genicity of compounds has long been amajor hurdle for drug discovery. Here weshow that cultures of iCell GlutaNeuronson MEA respond to known ‘excitable’pharmacology (e.g. GABAazine GBZ:top}and picrotoxin {PTX:bottom}). Not onlyare the effects visibly evident (top), butthey can also be analyzed quantitatively(bottom). Note the statistically significantchanges and positive correlation (R2=0.76)

in a dose-dependent manner for PTXbetween increased ‘Poisson’ channel-burst intensities and network-level burstfrequency changes when compared tobaseline.

Network BurstFrequency (BPM)

Poisson BurstIntensity (Hz)

Post WashoutPTX (5 Minutes)

Vehicle66.7 33.3 16.7 8.3 4.1 2.2 1.1

1 H

ou

r P

ost

GB

Z (µ

M)