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REVIEWS Drug Discovery Today � Volume 20, Number 6 � June 2015
How the flexibility of human histonedeacetylases influences ligandbinding: an overviewNathalie Deschamps, Claudia Avello Simoes-Pires, Pierre-Alain Carrupt andAlessandra Nurisso
School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Quai Ernest Ansermet, 30, CH-1211 Geneva 4, Switzerland
Over the past decade, human histone deacetylases (HDACs) have become interesting as therapeutic
targets because of the benefits that their modulation might provide in aging-related disorders. Recently,
studies using crystallography and computational chemistry have provided information on the structure
and conformational changes related to HDAC-mediated recognition events. Through the description of
the key mass and one-off movements observed in metal-dependent HDACs, here we highlight the impact
of flexibility on drug-binding affinity and specificity. The collected information will be useful for not
only a better understanding of the biological functions of HDACs, but also the conception of new
selective binders.
IntroductionProtein flexibility is a property that regulates how certain biologi-
cal effects are exerted in nature [1,2]. In fact, proteins are found to
exist in solution in a dynamic equilibrium of energetically similar
conformations [3]. Distinct ligands, such as protein-binding part-
ners, physiological compounds, or drug candidates, are hypothe-
sized to modify this structural energy landscape through
interactions with a limited number of protein conformations.
Conformational selection increases the proportion of specific
conformers in the total protein population, leading to an increase
in the interaction phenomena that are the basis of biological
processes [3]. This recently developed mechanistic model over-
comes the old but still popular lock-and-key and induced-fit
models [4]. X-ray crystallography, nuclear magnetic resonance
(NMR) and molecular modeling strategies, such as molecular
dynamics (MD) simulations, have already revealed possible
conformer-dependent binding scenarios for several proteins, dem-
onstrating an intimate connection between protein flexibility,
complex formation and biological activity [5–7]. Flexibility related
to histone deacetylases (HDACs), a family of 18 enzymes known
for their ability to catalyze the removal of acetyl moieties from the
lysine residues of histones and other substrates, was first detected
Corresponding author: Nurisso, A. ([email protected])
736 www.drugdiscoverytoday.com
10 years ago [8,9]. Since then, information from crystallography
coupled with computational studies has been exploited for not
only linking structural information to observed biological func-
tions (mechanistic purposes), but also developing HDAC isoform-
selective modulators (drug design purposes). The latter is currently
needed to investigate the roles of individual HDAC isoforms in
biological pathways as well as for producing efficient drugs with
fewer adverse effects compared with the pan-HDAC inhibitors
currently on the market as anticancer therapies [10–12]. To the
best of our knowledge, the dynamic aspects of HDAC isoforms that
are the basis of catalytic and protein/protein interaction phenom-
ena have not been previously reviewed. Here, we investigate what
is known about HDAC flexibility and how this information can be
exploited for the conception of novel potent and selective HDAC
modulators.
A brief focus on HDACsHDACs have become interesting as therapeutic targets because of
the benefits that their modulation might provide in the impairment
of the acetylation status found in many diseases, including aging-
related disorders [13]. The modulation of gene expression by
HDACs via chromatin modification was first highlighted as a po-
tential anticancer target. HDAC catalytic inhibition can promote
transcriptional reprogramming, which can be associated with the
1359-6446/� 2015 Elsevier Ltd. All rights reserved.
http://dx.doi.org/10.1016/j.drudis.2015.01.004
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therapeutic success of inhibitors in cancer therapy that has resulted
in positive clinical trials [14]. Moreover, we and others recently
reviewed the outcomes of a specific type of HDAC modulation in
neurodegenerative conditions [15,16]. However, there are still
unknowns regarding the mechanisms of HDAC modulation, which
are dependent upon isoform specificity, tissue and cell particula-
rities, such as the diversity of available partner proteins and cellular
signaling pathways [17,18].
The HDAC family is clustered into five evolutionarily classes
based on phylogenetic features: HDAC1–3 and 8 (class I); HDAC4,
5, 7 and 9 (class IIa); HDAC6 and 10 (class IIb); sirtuins SIRT1–7
(class III); and HDAC11 (class IV). Class I, IIa/b and IV enzymes
require a divalent zinc ion for catalysis, whereas sirtuins are NAD+-
dependent enzymes. The latter, which are structurally different
from the other classes, are not discussed here [19,20]. Class I
HDACs are almost exclusively nuclear, often operating through
multiprotein complexes, and are mainly responsible for histone
deacetylation. By contrast, class II enzymes either shuttle between
the nucleus and cytoplasm or are primarily cytoplasmic [21–25].
They are able to deacetylate nonhistone proteins and can be found
in complex with several protein partners [26–29]. Comparable to
class I isoforms, HDAC11, being the sole member of class IV, is also
found in the nucleus [30]. From a structural point of view, all
HDAC enzymes share an approximately 11-A tube-like catalytic
channel, which accommodates a zinc ion that is responsible for
their deacetylase activity. With a few exceptions, the residues
lining this active pocket in the catalytic domain are widely con-
served among different isoforms, making the design of selective
inhibitors and/or modulators challenging [8,9,31–37]. Among
class I HDACs, a 14-A tunnel located perpendicular to the 11-A
channel bottom is also conserved. This water-filled pocket, also
called the internal cavity or foot pocket, has been suggested to be
the egression route for the acetate product and is potentially an
additional target area for selective structure-based inhibitor design
[31,32,36,38,39]. This channel has also been observed in HDAC4;
however, it differs from class I HDACs in terms of its size and
residue composition [34,40]. Many authors agree that the 11-A
channel rim is the best place to find exploitable structural differ-
ences for the rational design of selective inhibitors or modulators.
For this reason, most of the HDAC inhibitors that have been
reported to date obey a common ‘cap–linker–chelator’ pharmaco-
phore model, where the cap moiety is designed to explore selec-
tively the isoform channel rim, whereas the linker mimics the
lysine side chains of substrates [41,42].
MD: a powerful tool for detecting the plasticity ofHDAC proteinsTo date, 29 crystallographic structures of human zinc-dependent
HDACs have been deposited in the Protein Data Bank (PDB; http://
www.wwpdb.org/). These structural data are a precious resource
for the design of new compounds using structure-based techni-
ques. Nevertheless, because crystals are a collection of photos
representing particular conformational states of proteins, they
lack information concerning their dynamic continuity in a sol-
vated environment. This limitation, together with the expensive
and extensive work required to collect crystals, has led to the
development of a computational method called MD simulation,
which is able to predict protein fluctuations as a function of time
in a dynamic solvated environment. This technique is based on
Newtonian physics and offers important insights regarding the
protein motions that are the basis of ligand recognition and
allosteric phenomena [43]. Moreover, the recent efforts that have
been made to decrease computational time, through the develop-
ment of MD algorithms supporting Graphics Processing Units
(GPU), are having a strong impact on the use of this computational
strategy in routine drug design projects [44]. To gain insights into
the conformational dynamics of HDACs, complementary infor-
mation from crystallography and MD were taken into account and
summarized.
Class I HDAC1–2 and 8: dynamics of catalytic site mightbe linked to ligand propertiesDynamic transitions between different conformational states are
well-known phenomena in enzymology. Such motions are con-
sidered intrinsic enzymatic properties, but they can also be a
consequence of external perturbations, such as ligand or protein
binding [45].
The reported motions of class I HDACs are in line with the latter
concept. Enzymes of this class are mostly nuclear and are studied
as relevant targets against cancer and central nervous system (CNS)
diseases [10,13]. Among them, HDAC8 is the most documented in
terms of crystallographic data and, to date, two main conforma-
tional changes have been observed: mass movements, which
involve entire regions of the proteins, and one-off movements,
which are associated with conformational variations in single
amino acid side chains. By investigating the superimposition of
co-crystals and apo-forms, several studies have shown that the
active pocket of HDAC8 can convert from a wide-open state (also
called the open state, which displays a single wide-open pocket
[46]) into a sub-open state, which displays two cavities (one deep
tunnel adjacent to the 11 A channel), and then into a unique
cavity (the 11 A channel), which is the closed conformational state
(Fig. 1) [8,46,47]. These dynamic transitions have all been reported
or hypothesized to be in equilibrium and to be a consequence of
ligand (substrate or inhibitor) binding, ligand release, or product
egression through the protein structure [46–48]. Two loops have
been identified as primarily responsible for such induced-fit
motions: the L1 loop, which comprises seven residues from
Ser30 to Lys36, and the L2 loop, which comprises residues from
Pro91 to Thr105. L1 is capable of moving outward from the
catalytic site to widen the cavity opening or inward to occlude
any adjacent cavities and create the closed conformational state,
in which only the 11 A tube-like cavity is accessible [8,49]. L2 is
organized in complexes but not in the apo-form [8,46,48]. The
architecture of the catalytic site and the channel rim of HDAC8
adapt to accommodate ligands according to their size, shape and
chemical properties; a large and hydrophobic cap group (such as
for CRA-A) would preferably bury into a deep hydrophobic groove
(i.e. the open state) to reduce solvent exposure, whereas a small
and rather hydrophilic cap group (such as SAHA) would rather stay
freely exposed at the protein surface (i.e. binding to the HDAC8
closed state) (Fig. 1) [8,46]. Punctual residues have an important
role in HDAC8 cavity plasticity. For example, Tyr306 forms the
end of the 11 A channel wall and is involved in ligand recognition,
and Phe152 (which is found on the 11 A channel rim next to
Tyr306) can either be packed against the Lys33 side chain from the
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(a)
Zn ZnZn
L1
L2
THR105
LYS33
PHE152
PHE152
LYS33
PRO91
Zn
Zn
(b) (c)
(d)
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FIGURE 1
Transition between histone deacetylase 8 (HDAC8) conformations: wide-open (a) [Protein Data Bank (PDB) code 1VKG], sub-open (b) (PDB code 1T64) and closed(c) (PDB code 1T69) conformational states. Molecular surfaces are drawn 5.5 A around the co-crystallized ligands using a lipophilicity color code from magenta to
green for hydrophilic and hydrophobic areas, respectively. In (a), a unique wide pocket is clearly visible, whereas in (b), two pockets are present, separated by a
hydrophobic wall. In (c), only the 11-A channel remains. The zinc ion is indicated as a blue sphere. (d) The mass and punctual movements of HDAC8 in L1 and L2
loops. The HDAC8 sub-open (PDB code 1T64) and closed (PDB code 2V5X) states are superimposed to highlight the mass movements of both the L1 and L2 loopsand the punctual motions of the residues. L1 loop, Lys33 and Phe152 motions are shown either in pink or light blue, depending on whether they belong to the
sub-open or the closed conformational state, respectively. The zinc ion (light-blue sphere) and its chelating triad are shown as reference points. The L2 loop (from
Pro91 to Thr105) is shown either in violet or in dark blue, depending on whether it belongs to the sub-open (loop only) or the closed (short pseudo helix)
conformation, respectively. Images were generated with MOE 2012.10.
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L1 loop, occluding the second pocket of the HDAC8 sub-open
conformation, or be rotated away from Lys33 in a position ap-
proximately 6 A away to create the open state conformation of
HDAC8 (Fig. 1) [8,39,47,50,51]. One-off movements also charac-
terize Trp141, which is located at the bottom of the HDAC8
catalytic pocket and is part of a gate-keeping system that controls
access to the 14 A channel [47,50,52] (Table 1). The 14-A channel,
which has an entrance that is governed by other gatekeepers (Table
1), is part of the inner machinery of the enzyme. Interestingly, it
has been suggested to be a possible egression route for both acetate
product and ligands [38,52–54].
In the cases of HDAC1 and 2, several egression routes and
gatekeepers have been hypothesized to be important in the design
of selective compounds. An aromatic wall formed by face-to-face
Phe150/Phe155 and Phe205/210 residues lines the 11-A channel
738 www.drugdiscoverytoday.com
entrance of HDAC1 and 2, respectively. These residues seem to be
involved in both ligand stabilization, such as for N-(2-aminophe-
nyl)benzamide, through favorable hydrophobic contacts, and
product release [55]. Moreover, the 14-A channel exit is mediated
in HDAC1 and 2 by a transient zip-on zip-off mechanism via the
tilting of a Tyr residue toward a Phe residue (Table 1) [55]. Another
transient subchannel, which is unique to HDAC1, also allows
ligand egression through the two gatekeepers Met30 and
Tyr303, and to the best of our knowledge, to date, this is one of
the few differences between the HDAC1 and 2 isoforms [55].
MD simulation studies, in contradiction with each other, aimed
to provide information about the plasticity of all of the HDAC1–2
catalytic channels. In some studies, no significant flexibility was
expected with respect to HDAC8 because of their longer L1 loop
(HDAC8 is two amino acids shorter) [8,32,47,49]; however, several
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TABLE 1
Areas of flexibility detected in class I HDACs
Isoform Region(s) and/or residue(s) involved Structural consequences Refs
Mass motions
HDAC1 Loops surrounding active site (Tyr201–Lys220)
and terminal regions
Opening and closing of 11 A channel; 14 A channel;
subchannel involved in the acetate release (unique
to HDAC1); ligand accommodation
[31,32,51,55]
HDAC2 Loops surrounding active site (Val190–Ala210)and terminal regions
HDAC3 Loop L1 (Ala19–Pro25); Helix 6 (Gln78–Asn88) HDAC3–DAD–IP4 complex stabilization: catalytic
activity allowed
[35,51,52]
HDAC8 L1 or B loop (Ser30–Lys36) Opening and closing of 11 A channel; 14 A channelSer39 phosphorylation might inactivate HDAC8
through L1 conformational changes
[8,32,38,39,46–54,63,64]L2 or A loop (Glu85–Glu106)
Loops lining catalytic site (Val204–Gln223;Gly272–Met274)
Ligand accommodation
One-off motions
HDAC1 Phe205 Accommodation of ligands with large cap group [31,32,51,55]
Met30, Tyr303 Opening of subchannel unique to HDAC1Tyr22, Tyr24 and Phe109 Closing of 14 A channel
Phe150 Ligand-release mechanisms through enlargement
of zinc-binding area
HDAC2 Tyr27, Tyr29 and Phe144 Closing of 14 A channelPhe155 Ligand-release mechanism through enlargement of
zinc-binding area
HDAC3 Tyr107 and Leu133 Avoiding accommodation of ligands with bulky
zinc-binding groups
[35,51,52]
Tyr298 Assuming an inward orientation when HDAC3–
DAD–IP4 complex is formed; substrate recognition
HDAC8 Phe152 and Tyr306 Interconversion between wide-open, sub-open, or
closed state of catalytic site; ligand accommodationand release
[8,32,38,39,46–54,63,64]
Tyr111, Trp141 and Tyr154
Leu31, Arg37, Tyr111, Trp141, Gly139, Gly303
and Gly305
Closing of 14 A channel
Tyr18, Tyr20 and His42 Regulation of second adjacent pocket exit
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authors have confirmed the high flexibility of the channels by
using root mean square deviation (RMSD) analyses of simulations
in line with the high temperature factors reported for L1 in the
homologous histone deacetylase-like protein (HDLP from Aquifex
aeolicus) crystal [31,55]. Such motions have yet to be confirmed by
new X-ray structures.
In summary, isoforms 1, 2 and 8 of the class I HDACs show a
different flexibility profile that is intimately linked to ligand
properties (polarity, size and shape of each moiety). This should
be taken into account as a key factor in the rational design of
HDAC-selective catalytic inhibitors.
Class I HDAC3: the dynamics of the catalytic site may bedependent on allosteric mechanismsThe dynamics of HDAC3 differs from the isoforms described above
in terms of its 11-A channel, which is flexible in an unbound state.
However, HDAC3 appears to assume a more rigid catalytic archi-
tecture when recruited into the co-repressor complex NCoR/
SMRT, which is necessary for biologically functional HDAC3
[35,37,51,52]. This recruitment is dependent on the interaction
between SMRT and HDAC3 through the binding of inositol tetra-
phosphate, IP4, which works as a liaison molecule between the two
proteins. This interaction occurs in a region adjacent to the
catalytic channel rim of HDAC3 (Table 1) and allows the protein
to be catalytically active [35]. An allosteric mechanism regulating
HDAC3/NCoR/SMRT complex formation has been suggested
[51,53]. Thus, the design of compounds that are able to target
the apo-form to prevent complex formation would be an interest-
ing approach for probing the biological functions of HDAC3.
Jiggling and wiggling of an additional zinc-bindingmodule influences the catalytic activity of class IIaHDACsThe work carried out by Bottomley and co-workers provided in-
depth structural detail about class IIa HDACs and was the first to
describe the crystallographic structure of HDAC4 [34]. According
to that study, the core of the protein exhibits a layered a–b–a-fold,
with a central parallel b sheet of eight b strands and a catalytic zinc
ion, showing an overall similarity to HDAC isoform 8 (Ca RMSD
2.2 A) [34]. HDAC4, together with all the members of class IIa
HDACs, is also characterized by an additional zinc-binding motif
in the vicinity of the catalytic site. This module seems to have key
roles in both substrate recognition and complex association
[33,34,40]. Characterized by two protein segments held together
by a tetra-coordinated structural zinc ion (Table 2), the structural
zinc-binding subdomain is able to adopt an open or a closed
conformational state, which consequently affects the catalytic
pocket size and shape [33,34]. Upon ligand binding, the protein
structure is able to adopt (or not) the open conformation depend-
ing on the properties of the ligand [33,34,40]. In the open state, the
additional zinc-binding motif moves 10–20 A away from the active
site (Fig. 2). In this conformational state, the 14-A channel is not
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TABLE 2
Areas of flexibility detected in class II and IV HDACs
Isoform Region(s) and/or residue(s) involved Structural consequences Refs
Mass motions
HDAC4 Loops a1–a2 (His665–Glu680) Opening and closing of second zinc-binding
subdomain
[34,40]
Loops a6–a7–b3–b4 (Leu733–His766) Closed state: switch in zinc-chelating residues (fromHis665 and His678 to Cys669 and His675)
Open state: switch in zinc-chelating residues (from
His675 and Cys669 to His665 and His678), with this
position locked by Cys669–Cys700 disulfide bondsHDAC10 Loops lining active site channel (Glu302–Tyr305) Ligand accommodation [63,64]
HDAC11 Loops lining active site channel (Ser301–Tyr304) Ligand accommodation [63,64]
One-off motions
HDAC4/7 His976/His843 HDAC4/7 deacetylase activity stimulation (?) [33,34,40,42]HDAC6 Arg1155 and Tyr1156 Opening or closing of ubiquitin-binding groove [61]
HDAC10 Glu302–Tyr305 11 A channel plasticity [63,64]
HDAC11 Phe141 11 A channel plasticity [63,64]Ser301–Tyr304 and Phe141
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formed. By contrast, when the closed state is promoted, the zinc-
binding subdomain is packed toward the active site, opening the
14 A channel, and exposing a groove that some studies have sug-
gested to be the area that mediates the formation of multiprotein
complexes, such as the HDAC4/7–HDAC3�N-CoR assembly [33,34,
56,57]. Interestingly, a zinc-coordination switch coordinates with
Catalytic Zn
(a) (b)
(d)
Catalytic Zn
D = 2.7 Å
TYR1156
ARG1155
ARG1155TYR1156
D = 6.6 Å
FIGURE 2
Transition between the open and closed conformational states of histone deacet
subdomain (His665–Arg681; Leu733–His766). As a reference point, the catalytic zinc
and its corresponding surface is colored in pink. This conformation is obtained when[Protein Data Bank (PDB) code 2VQJ]. (b) Both open (pink) and closed (dark blue) sta
arrangement. (c) The zinc-binding subdomain is closed and packed toward the c
conformation is obtained when HDAC4 is complexed to a carboxamide derivative
conformations of the HDAC6 ubiquitin-binding domain. The open (PDB code 3C5superimposed to highlight Tyr1156 and Arg1155 one-off movements. A main view o
involved residues. Tyr1156 and Arg1155 are shown as sticks, either in pink or in
conformation, respectively. Images generated with MOE 2012.10.
740 www.drugdiscoverytoday.com
these motions, highlighting the high dynamism of such systems
(Table 2). The debate regarding whether class II HDACs are bona fide
deacetylases is still open. Notably, in these HDACs, a His replaces the
catalytic Tyr that is found in class I HDACs, and this replacement
decreases the deacetylase activity of class II HDACs (Table 2)
[33,34,42,58]. Flexibility related to such a His residue might have
(c)
Catalytic Zn
ZnZn
Zn
Drug Discovery Today
ylase 4 (HDAC4). The molecular surface is drawn around the zinc-binding
ion is shown as a light-blue sphere. (a) The zinc-binding subdomain is open,
HDAC4 is complexed to a thiophene derivative, shown as pink balls and stickstes are superimposed to highlight the significant differences in terms of spatial
atalytic site, and its corresponding surface is colored in dark blue. This
, shown as blue balls and sticks (PDB code 4CBY). (d) The open and closed
K) and closed (PDB code 3PHD) states of the ubiquitin-binding domain aref the domain is provided to locate both zinc ions (light-blue spheres) and the
light blue depending on whether they belong to the open or the closed
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a fundamental role in deacetylase activity, but this hypothesis still
needs to be proven through additional biological and structural
studies.
Ideally, the design of a selective compound that is able to interfere
with the closed conformation of HDACs would inhibit not only the
deacetylase activity, but also all the downstream pathways regulated
by these enzymes, providing insights into related biological func-
tions. Nevertheless, the ligand properties that regulate such confor-
mational changes are still unclear (i.e. not all catalytic inhibitors are
able to promote an open conformation, which is the case for TSA in
HDAC8) [8,33,40,48]. For example, although they have the same
zinc-binding group (hydroxamic acid), several inhibitors might or
might not promote the open state of HDAC4 or 7; for example, an
achiral ligand {N-hydroxy-5[(3-phenyl-5,6-dihydroimidazo[1,2-
a]pyrazin-7(8H)-yl)carbonyl]thiophene-2-carboxamide} was co-
crystallized within the open conformation of HDAC4, whereas
several chiral ligands or more flexible ligands {(1R,2R,3R)-2-[4-(5-
fluoranylpyrimidin-2-yl)phenyl]-N-oxidanyl-3phenyl-cyclopro-
pane-1-carboxamide; (1R,2R,3R)-2-[4-(1,3-oxazol-5-yl)phenyl]-N-
oxidanyl-3-phenyl-cyclopropane-1-carboxamide; TSA and SAHA,
respectively} were crystallized in complex with HDAC4 and 7 in
their closed states [33,40]. Even if no structural data about HDAC5
and 9 are available, it seems reasonable to think that the conserved
zinc-binding motif present in all HDAC class IIa isoforms assume
similar dynamic behaviors. The identification of regions that are
significant for selectivity within class IIa remains an open research
area.
Two dynamic gatekeepers control the interactionbetween class IIb HDAC6 and ubiquitinDo flexible mechanisms exist within class IIb HDACs? That is, does
compound and/or protein binding impact the class IIb HDAC
conformational state? HDAC6 is the most studied isoform of this
class because of its involvement in CNS disorders [16], and it
displays two catalytic domains and a ubiquitin (Ub)-binding
domain (also called a zinc finger) that is unique among HDACs
[59–61]. The latter has been crystallized alone and in complex with
its physiological ligand, showing significant conformational
changes upon Ub binding, mainly because of the flexible behavior
of the Arg1155 and Tyr1156 side chains (Fig. 2 and Table 2) [61].
Although nothing is known about the full 3D architecture of
HDAC6, a direct impact of Ub binding on HDAC6 catalytic activity
has been hypothesized [62]. A structural arrangement might be the
cause of this regulatory mechanism.
What about the remaining isoforms?To date, few structural and biological data have been reported for
the HDAC10 and 11 isoforms. Information concerning flexibility
has been obtained by coupling homology modeling and MD
simulation studies [63,64]. A flexible trend of the 11-A channel
has been reported for these isoforms, but such reports should be
assessed with caution (Table 2).
Concluding remarksHDACs are enzymes that are currently considered to be major
targets for the development of drugs against aging-related dis-
eases. The importance of HDACs is also the reason for the large
body of literature on these enzymes, even at the structural level.
To date, this is the first review to summarize the dynamic aspects
of HDAC isoforms and their importance in catalysis and complex
assembly. In agreement with [46], understanding the different
enzymatic conformations is essential in drug design and should
be taken into account in the conception of novel selective HDAC
modulators. Here, we highlighted structural elements that could
be targeted for the conception of new specific HDAC isoform
binders. We also suggested the design of isoform-specific molec-
ular probes that are able to stabilize one specific conformation,
thus modulating the related downstream pathway. The issue
addressed here is important because the subject concerns not
only HDACs, but also many other proteins [65]. The resolution of
novel crystallographic structures combined with computational
studies together with the collection of new biological data are still
necessary to understand fully the structural and biological mech-
anisms of HDACs.
AcknowledgementsThe authors thank Ernst & Lucie Schmidheiny and Pierre Mercier
foundations for financial support. A.N. is also grateful to the
‘Boursiere d’Excellence’ programme of the University of Geneva
(Switzerland).
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