Seiji Sakamoto1, Kei Yamaura1, Tomohiro Numata2, Fumio Harada1, Kazuma Amaike1, Ryuji Inoue2, Shigeki Kiyonaka1, Itaru Hamachi1,3. 1. Department of Synthetic Chemistry and Biological Chemistry, Graduate School of Engineering, Kyoto University, Katsura, Nishikyo-ku, Kyoto 615-8510, Japan. 2. Department of Physiology, School of Medicine, Fukuoka University, 7-45-1 Nanakuma, Jonan-ku, Fukuoka 814-0180, Japan. 3. ERATO Innovative Molecular Technology for Neuroscience Project, Japan Science and Technology Agency (JST), Kyoto 615-8530, Japan.
Abstract
γ-Aminobutyric acid (GABA) is the major inhibitory neurotransmitter in the central nervous system. The fast inhibitory actions of GABA are mainly mediated by GABAA receptors (GABAARs), which are widely recognized as clinically relevant drug targets. However, it remains difficult to create screening systems for drug candidates that act on GABAARs because of the existence of multiple ligand-binding sites and the delicate pentameric structures of GABAARs. We here developed the first turn-on fluorescent imaging probe for GABAARs, which can be used to quantitatively evaluate ligand-receptor interactions under live cell conditions. Using noncovalent labeling of GABAARs with this turn-on probe, a new imaging-based ligand assay system, which allows discovery of positive allosteric modulators (PAMs) for the GABAAR, was successfully constructed. Our system is applicable to high-throughput ligand screening, and we discovered new small molecules that function as PAMs for GABAARs. These results highlight the power of the use of a turn-on fluorescent probe to screen drugs for complicated membrane proteins that cannot be addressed by conventional methods.
γ-Aminobutyric acid (GABA) is the major inhibitory neurotransmitter in the central nervous system. The fast inhibitory actions of GABA are mainly mediated by GABAA receptors (GABAARs), which are widely recognized as clinically relevant drug targets. However, it remains difficult to create screening systems for drug candidates that act on GABAARs because of the existence of multiple ligand-binding sites and the delicate pentameric structures of GABAARs. We here developed the first turn-on fluorescent imaging probe for GABAARs, which can be used to quantitatively evaluate ligand-receptor interactions under live cell conditions. Using noncovalent labeling of GABAARs with this turn-on probe, a new imaging-based ligand assay system, which allows discovery of positive allosteric modulators (PAMs) for the GABAAR, was successfully constructed. Our system is applicable to high-throughput ligand screening, and we discovered new small molecules that function as PAMs for GABAARs. These results highlight the power of the use of a turn-on fluorescent probe to screen drugs for complicated membrane proteins that cannot be addressed by conventional methods.
Allosteric modulators
have recently drawn intense attention in
new drug development.[1,2] These molecules bind to sites
distinct from the highly conserved endogenous ligand-binding (orthosteric)
site of a target protein or enzyme, to regulate positively or negatively
the affinity of the orthosteric ligand. Allosteric modulators are
expected to show lower toxicity and higher specificity compared with
competitive orthosteric ligands, because allosteric ligands can function
in the limited spatiotemporal conditions in which the orthosteric
ligand is present in vivo. However, methods for discovering allosteric
modulators for a specific target protein are still very limited.[1,3] Evaluation of the allosteric binding of chemical compounds is conducted
by X-ray crystallography,[4] H/D exchange
mass spectrometry,[5] and NMR,[6] which are difficult methods to apply to membrane
proteins because of their structural complexity and large molecular
size. The affinity-ratio assay allows for the detection of the allosteric
effects of modulators for membrane proteins.[7,8] This
assay requires a membrane fraction expressing a target receptor, an
allosteric modulator (candidate), an orthosteric agonist, and a radioactive
antagonist that is bound to the orthosteric site. The binding of the
radioactive antagonist to the membrane fraction containing the target
protein is impacted by the orthosteric agonist, whose affinity is
altered with allosteric modulators. Potent allosteric modulators can
be identified by the differences in the bound radioactive antagonist,
in the presence or absence of the allosteric modulator, at a fixed
concentration of the orthosteric agonist. Although useful, this radioisotope
assay is not suitable for the rapid and high-throughput screening
of a library of small molecules. Moreover, the filtration and washing-out
processes hamper the use of radioactive ligands with low affinity
(Kd > μM).[9] As many orthosteric ligands for neurotransmitter receptors
exhibit
rather low affinity (Kd values in the
order of tens of μM), application of the affinity-ratio assay
is seriously limited for such proteins.Allosteric modulators
that act on the central nervous system have
been widely used as anxiolytic and sleeping agents, and as therapeutic
agents for Alzheimer’s disease because they do not disturb
neural transmission.[10,11] One of the main targets of these
modulators is a GABAA receptor (GABAAR) acting
as a major inhibitory neurotransmitter receptor (Figure a).[12,13] Benzodiazepines are positive allosteric modulators (PAMs) of GABAARs and are widely used in the treatment of epilepsy, insomnia,
anxiety, and panic disorder.[14,15] Barbiturates, volatile
and intravenous anesthetics, neurosteroids, and ethanol are all allosteric
modulators that can modulate the affinity of GABA (an orthosteric
ligand) to GABAARs.[16] However,
these drugs often cause problematic drug resistance and addiction
in vulnerable individuals.[17−21] In addition, overdose mortality involving benzodiazepines has increased
considerably in recent years.[22] Recently,
we reported a method for screening small molecules capable of binding
to GABAAR, using fluorescent turn-on GABAAR-based
sensors under live cell conditions.[23] These
biosensors were constructed by a combination of the chemical labeling
of GABAARs by ligand-directed acyl imidazole (LDAI) chemistry[24] and a bimolecular fluorescence quenching and
recovery (BFQR) method (Figure S1a).[25] Although useful, this system gave relatively
small fluorescence changes upon ligand binding and required tedious
protein-labeling protocols and time-consuming processes for Förster
resonance energy transfer (FRET) system construction. More simple
and rapid methods for assaying ligand–GABAAR interactions
are highly desirable.
Figure 1
Characterization of a turn-on fluorescent imaging probe
Gzn-OG.
(a) Schematic illustration of a turn-on fluorescent probe for GABAARs. (b) Chemical structure of a turn-on fluorescent imaging
probe, Gzn-OG, and a control fluorophore, HO-OG. (c and e) Confocal
live cell imaging of HEK293T cells transfected with GABAAR(α1/β3/γ2) upon addition of Gzn-OG (1 μM)
(c) and HO-OG (1 μM) (e) in the presence or absence of gabazine
(100 μM). Scale bar = 40 μm. (d and f) Fluorescence intensity
analyses of the confocal images for Gzn-OG (d) and HO-OG (f). (g)
Fluorescence spectra of Gzn-OG (1 μM) or HO-OG (1 μM)
in HBS buffer (pH 7.4) at r.t. λex = 496 nm. (h)
Plots of fluorescence intensities at peak tops with increasing MeOH
content. See Figure S3b,c for these fluorescence
spectra.
Characterization of a turn-on fluorescent imaging probe
Gzn-OG.
(a) Schematic illustration of a turn-on fluorescent probe for GABAARs. (b) Chemical structure of a turn-on fluorescent imaging
probe, Gzn-OG, and a control fluorophore, HO-OG. (c and e) Confocal
live cell imaging of HEK293T cells transfected with GABAAR(α1/β3/γ2) upon addition of Gzn-OG (1 μM)
(c) and HO-OG (1 μM) (e) in the presence or absence of gabazine
(100 μM). Scale bar = 40 μm. (d and f) Fluorescence intensity
analyses of the confocal images for Gzn-OG (d) and HO-OG (f). (g)
Fluorescence spectra of Gzn-OG (1 μM) or HO-OG (1 μM)
in HBS buffer (pH 7.4) at r.t. λex = 496 nm. (h)
Plots of fluorescence intensities at peak tops with increasing MeOH
content. See Figure S3b,c for these fluorescence
spectra.Here, we describe the development
of the first turn-on fluorescence
imaging probe for the GABAAR that consists of an Oregon
Green (OG) fluorophore and a gabazine antagonist (Figure b). A new ligand assay system
was successfully constructed on the basis of the noncovalent labeling
of GABAAR with this fluorescent probe in live cells. This
biosensor allows the detection of positive allosteric modulators (PAMs)
for the GABAAR using the changes in the affinity of an
orthosteric ligand that can be induced by allosteric modulators. Because
of its simplicity, our fluorescence assay system was readily applicable
to the high-throughput screening of a library of pharmacologically
active compounds in live cells, which enabled the discovery of new
small molecules that can act as PAMs for GABAARs.
Results
Turn-On
Fluorescence Properties of the Imaging Probe, Gzn-OG
During
the chemical labeling of GABAARs on live HEK293T
cells, we noticed the LDAI reagent CGAM-Gzn (targeting a GABA binding
site, as shown in Figure S1b)[23] exhibited a turn-on fluorescence property, using
confocal laser scanning microscopy (CLSM). Pronounced fluorescence
was observed from the plasma membrane of HEK293T cells transfected
with the α1, β3, and γ2 subunits of GABAARs (GABAAR(α1/β3/γ2)) upon addition
of CGAM-Gzn without a washing operation, whereas rather low fluorescence
was detected from the extracellular space (Figure
S1c (left image)). Such turn-on fluorescence was not observed
by addition of the same concentration of other labeling reagents,
such as CGAM-Bzp, which targets the benzodiazepine binding site, where
strong fluorescence was exhibited from the extracellular regions as
well as from the membrane region (Figure S1d (left image)). To evaluate the turn-on fluorescence property of
CGAM-Gzn in detail, we prepared the imaging probe, Gzn-OG, in which
a gabazine derivative was simply linked to an OG fluorophore without
the reactive acyl imidazole moiety (Figure b). Similar to CGAM-Gzn, strong fluorescence
was observed only from the cell surface, without washing, when Gzn-OG
was applied to GABAAR(α1/β3/γ2) in live
HEK293T cells (Figure c). The fluorescence intensity on the cell surface remarkably decreased
upon addition of gabazine, while the fluorescence intensity was negligibly
changed in the extracellular region (Figure c). These imaging data for Gzn-OG clearly
indicated that the turn-on fluorescence occurred via binding to GABAARs on live HEK293T cells, and the on/off switching was reversible.
In addition, Gzn-OG is not cell permeable, allowing GABAARs to be visualized on the cell surface without any washing operations.
In contrast, high background signals were observed from the extracellular
regions when the probe lacking the gabazine group (HO-OG) and the
probe possessing a benzodiazepine derivative (Bzp-OG) were used (Figures e and S2). The line plot analysis of the CLSM images
revealed that the background intensity of Gzn-OG was about four times
smaller than those of HO-OG and Bzp-OG under the same conditions (Figures d,f and S2c).The photochemical properties of the
imaging probes were examined by UV–vis absorption and fluorescence
spectroscopy in aqueous buffer solution (Figures g,h, S2d, and S3). Gzn-OG, Bzp-OG, and HO-OG exhibited almost the same UV–vis
spectra in the 300–550 nm range (Figure
S3a, left), whereas the fluorescence intensity of Gzn-OG was
significantly less than those of Bzp-OG and HO-OG (Figures g and S2d). When an aqueous solution of Gzn-OG was mixed with methanol, an
increase in the methanol content from 0% to 80% resulted in an approximately
6-fold increase in the fluorescent intensity of Gzn-OG without substantial
changes in the UV–vis spectral properties (Figures h and S3b). In contrast, there were negligible changes in the fluorescence
spectra of HO-OG and Bzp-OG on mixing with methanol (Figures h, S2e, and S3c,d).
These results suggested the fluorescence of Gzn-OG was quenched in
the aqueous solution possibly because of the intramolecular stacking
between the OG and gabazine moieties. The binding of the gabazine
moiety to GABAARs could facilitate the conformational change
of the Gzn-OG probe leading to the fluorescence recovery in the extended
form. Intermolecular aggregation of Gzn-OG was unlikely because a
linear relationship between the fluorescence intensity (or absorbance),
and the probe concentration in the range of 0.1–10 μM
was observed for Gzn-OG (Figure S4). As
shown in Figure S5, the Gzn-OG exhibited
a weaker fluorescence than the labeling reagent CGAM-Gzn in the buffer,
suggesting the shorter linker is preferable for the more efficient
fluorescence quenching. We also varied the fluorophore part of the
Gzn-probe, such as Gzn-Fl, Gzn-Ax488, Gzn-Ax647, and Gzn-DBD that
bear 5-carboxyfluorescein (Fl), Alexa Fluor 488 (Ax488), Alexa Fluor
647 (Ax647), and 4-(N,N-dimethylaminosulfonyl)-7-aminobenzoxadiazole
(DBD), respectively (Figures S6, S7, S8, and S9). Like Gzn-OG, the spectroscopic measurement of Gzn-Fl and Gzn-Ax488
suggested their turn-on property, and the CLSM study by them indeed
allowed for the turn-on fluorescence imaging of GABAAR(α1/β3/γ2)
on live cells (Figures S6 and S7). It was
also noted that Gzn-OG exhibited the lowest background signals among
them. In contrast, Gzn-Ax647 and HO-Ax647 showed almost identical
fluorescence intensities in the buffer, suggesting that Gzn-Ax647
did not have a turn-on fluorescent property (Figure
S8g). However, CLSM imaging showed the strong fluorescence
on live cells expressing GABAARs, while the background
signal was relatively low. It may be due to a distinct mechanism for
turn-on fluorescence upon GABAAR binding. In the case of
an environment-sensitive DBD (Gzn-DBD) which was utilized for proteins
detection in test tubes,[26] it did not work
as the turn-on GABAAR imaging probe under the live cells
conditions, while it showed strong solvent-dependent changes of the
fluorescence in test tube experiments (Figure S9).The binding affinity of Gzn-OG to the GABAAR(α1/β3/γ2)
in live HEK293T cells was determined by CLSM imaging. Two-fold serial
dilutions of Gzn-OG in the cell culture dish resulted in a gradual
decrease in the fluorescence intensity from the cell membrane because
of the reversible binding of Gzn-OG to GABAAR(α1/β3/γ2)
(Figure S10). Fitting the fluorescence intensity
change with the decrease in the Gzn-OG concentration gave a dissociation
constant (Kd) of 54.9 nM, which was comparable
to previously reported values for gabazine derivatives (2–280
nM).[27,28] This result indicated that the chemical
conjugation of the OG fluorophore to Gzn does not appreciably affect
the affinity of the gabazine ligand for GABAARs.We further examined the subunit specificity of Gzn-OG using HEK293T
cells transfected with varied compositions of the subunits (a single
subunit, α1, β3, or γ2; two subunits of α1
and β3 (α1/β3), α1 and γ2 (α1/γ2),
or β3 and γ2 (β3/γ2)). Among them, the pentamers
of β, α/β, α/γ, β/γ, and
α/β/γ have been previously revealed to retain both
their ion-channel activity and ligand-binding capability.[29,30] The prominent fluorescence was only observed from the cell surfaces
expressing α1/β3 or β3/γ2, in addition to
α1/β3/γ2 (Figure S11).
These results were consistent with those previously observed in the
Western blotting analysis of the chemically labeled GABAAR(β3/γ2) using the CGAM-Gzn reagent.
On-cell Binding
Assay of Orthosteric Ligands Using Gzn-OG
With a reversible
turn-on fluorescent probe in hand, an imaging-based
ligand-binding assay was performed (Figure a). After the staining of GABAARs with Gzn-OG (100 nM) under live cell conditions, orthosteric ligands,
such as GABA (agonist) and gabazine (antagonist), were added to the
culture medium, and changes in the fluorescence images were monitored
by CLSM without washing operations. When GABA was added to the culture
medium, a significant decrease in fluorescence intensity at the cell
surface was induced in a concentration-dependent manner, suggesting
that GABA excluded Gzn-OG from the orthosteric binding site in a competitive
manner (Figure b).
In the case of gabazine, a strong antagonist, a similar fluorescence
decrease was observed in the CLSM image, which reached saturation
at approximately 10 μM (Figure S12). From the fluorescence titration curves of these assays in live
cells, the Kd values of GABA and gabazine
were determined to be 16.9 μM and 214 nM, respectively (Figure c). These values
were almost identical to those previously determined by function-based
assays using live cells (Kd = 26–42
μM[31,32] and 210–280 nM[27,28] for GABA and gabazine, respectively), demonstrating that the fluorescence
turn-on probe, Gzn-OG, is valuable not only for the imaging of membrane-bound
GABAARs but also for quantitative analysis of orthosteric
ligands for GABAARs under live cells conditions.
Figure 2
Competitive
binding assay of orthosteric ligands using Gzn-OG.
(a) Schematic illustration of competitive binding assay using Gzn-OG.
(b) Confocal live cell imaging of HEK293T cells transfected with GABAAR(α1/β3/γ2) upon addition of Gzn-OG (100
nM) at various concentrations of GABA. Scale bar = 40 μm. (c)
Plots of fluorescence intensity (F/F0) of plasma membranes of cells with increasing ligand
concentration. HEK293T cells transfected with GABAAR(α1/β3/γ2)
were treated with 100 nM Gzn-OG, and then the fluorescence intensity
of cells was measured by confocal microscopy with increasing GABA
or gabazine concentration. The Kd values
of GABA and gabazine for GABAAR(α1/β3/γ2)
were determined to be 16.9 μM and 214 nM, respectively, by fitting
the fluorescence change with a logistic equation. For details, see Methods. n = 12. Data represent
mean ± SEM.
Competitive
binding assay of orthosteric ligands using Gzn-OG.
(a) Schematic illustration of competitive binding assay using Gzn-OG.
(b) Confocal live cell imaging of HEK293T cells transfected with GABAAR(α1/β3/γ2) upon addition of Gzn-OG (100
nM) at various concentrations of GABA. Scale bar = 40 μm. (c)
Plots of fluorescence intensity (F/F0) of plasma membranes of cells with increasing ligand
concentration. HEK293T cells transfected with GABAAR(α1/β3/γ2)
were treated with 100 nM Gzn-OG, and then the fluorescence intensity
of cells was measured by confocal microscopy with increasing GABA
or gabazine concentration. The Kd values
of GABA and gabazine for GABAAR(α1/β3/γ2)
were determined to be 16.9 μM and 214 nM, respectively, by fitting
the fluorescence change with a logistic equation. For details, see Methods. n = 12. Data represent
mean ± SEM.
On-cell Binding Assay of
PAMs for the GABAAR using
Gzn-OG
Next, we sought to create a ligand assay system for
PAMs of GABAARs using Gzn-OG (Figure a). We here exploited a unique character
of PAMs that can enhance the affinity of orthosteric agonists but
not antagonists to the receptors.[33] On
the basis of the titration data from a competitive assay for GABA,
100 nM Gzn-OG was coincubated together with 10 μM GABA in HEK293T
cells expressing GABAAR(α1/β3/γ2); at
this concentration, most of the Gzn-OG remained in the orthosteric
binding site of the GABAAR (Figure S13). The affinity of GABA to GABAAR is allosterically enhanced
upon addition of a PAM, so that the competitive replacement of Gzn-OG
with GABA would be facilitated, causing a decrease in the fluorescence
intensity in the cell-membrane region (Figure a). As a proof-of-principle, the fluorescence
change ratio (ΔF/F0) was evaluated upon addition of well-known PAMs for the GABAAR, such as zolpidem (20 μM), etomidate (200 μM),
and propofol (200 μM) (Figure S14a). Addition of these PAMs to the culture medium resulted in a negligible
fluorescence change in the absence of GABA (Figure c,e), whereas a pronounced fluorescent decrease
was observed in the presence of 10 μM GABA (Figure b,d). In contrast, picrotoxin,
a representative negative allosteric modulator (NAM),[33] had no effect on the fluorescence intensity, both in the
presence and absence of 10 μM GABA. Gabazine (an orthosteric
antagonist) induced a significant decrease in the ΔF/F0 value, both in the presence and absence
of 10 μM GABA, indicating that such a competitive ligand was
easily discriminated from PAMs (Figure b–e). These results clearly implied that the
fluorescence turn-on probe Gzn-OG, with a reversible binding property,
is a powerful agent for determining PAMs for GABAARs.
Figure 3
Detection
of PAMs for GABAAR(α1/β3/γ2)
using Gzn-OG. (a) Schematic illustration of the assay system for detecting
PAMs. (b, c) Ligand induced CLSM imaging change in the presence (b)
or absence (c) of GABA. The cells were treated with 100 nM Gzn-OG,
and then ligand (200 μM etomidate (PAM), 20 μM picrotoxin
(NAM) or 100 μM gabazine (orthosteric antagonist)) was added
in the presence (b) or absence (c) of 10 μM GABA. Scale bar
= 40 μm. (d and e) Fluorescence changes after adding various
types of GABAAR ligands in the presence (d) or absence
(e) of GABA (10 μM). The fluorescent intensity change (−ΔF/F0) after addition of each
ligand is shown. Each ligand concentration is as follows: etomidate
(200 μM), propofol (200 μM), zolpidem (20 μM), picrotoxin
(20 μM), and gabazine (100 μM). Data represent mean ±
SEM n = 10–12. (f) Plots of fluorescence intensity
(F/F0) of plasma membranes
of cells with increasing GABA concentration. HEK293T cells transfected
with GABAAR(α1/β3/γ2) were treated with
100 nM Gzn-OG and each PAM, and then the fluorescence intensity of
cells was measured by confocal microscopy with increasing GABA concentration.
The EC50 and Kd values of GABA
in the presence of each PAM were determined by fitting the fluorescence
change with a logistic equation. For details, see Methods. n = 12. Data represent mean ±
SEM Kd values for GABA were determined
to be 0.13, 0.23, 8.1, and 16.9 μM in the presence of PAM (etomidate,
propofol, or zolpidem), or absence of PAM, respectively.
Detection
of PAMs for GABAAR(α1/β3/γ2)
using Gzn-OG. (a) Schematic illustration of the assay system for detecting
PAMs. (b, c) Ligand induced CLSM imaging change in the presence (b)
or absence (c) of GABA. The cells were treated with 100 nM Gzn-OG,
and then ligand (200 μM etomidate (PAM), 20 μM picrotoxin
(NAM) or 100 μM gabazine (orthosteric antagonist)) was added
in the presence (b) or absence (c) of 10 μM GABA. Scale bar
= 40 μm. (d and e) Fluorescence changes after adding various
types of GABAAR ligands in the presence (d) or absence
(e) of GABA (10 μM). The fluorescent intensity change (−ΔF/F0) after addition of each
ligand is shown. Each ligand concentration is as follows: etomidate
(200 μM), propofol (200 μM), zolpidem (20 μM), picrotoxin
(20 μM), and gabazine (100 μM). Data represent mean ±
SEM n = 10–12. (f) Plots of fluorescence intensity
(F/F0) of plasma membranes
of cells with increasing GABA concentration. HEK293T cells transfected
with GABAAR(α1/β3/γ2) were treated with
100 nM Gzn-OG and each PAM, and then the fluorescence intensity of
cells was measured by confocal microscopy with increasing GABA concentration.
The EC50 and Kd values of GABA
in the presence of each PAM were determined by fitting the fluorescence
change with a logistic equation. For details, see Methods. n = 12. Data represent mean ±
SEM Kd values for GABA were determined
to be 0.13, 0.23, 8.1, and 16.9 μM in the presence of PAM (etomidate,
propofol, or zolpidem), or absence of PAM, respectively.This assay system allowed for the quantitative analysis of
the
pharmacological properties of PAMs. The fluorescent changes resulting
from Gzn-OG with varying concentrations of GABA were monitored in
the presence of PAMs to evaluate their effect on the GABA affinity
to GABAAR(α1/β3/γ2) (Figure S14b). The concentration–response curves were
shifted to the left upon addition of PAMs in all cases, confirming
that these compounds were indeed PAMs (Figure f). The Kd values
for GABA determined from these curves were 0.13, 0.23, and 8.1 μM
in the presence of etomidate, propofol, and zolpidem, respectively.
These shifted Kd values for GABA were
almost same as data previously determined by function-based assays
in live cells (Kd = 0.79, 0.5, and 13
μM with etomidate,[34] propofol,[35] and zorpidem,[36] respectively).
In addition, the concentration-dependency of these PAMs assessed by
our assay system (Figure S14c) gave Kd values for etomidate and propofol of 2.7 and
5.6 μM, respectively. These values were again almost comparable
to the Kd values previously reported using
live cells (Kd = 1.8 and 1.9 μM,
respectively).[37,38] Overall, these results indicated
that our GABAAR ligand assay system relying on a turn-on
fluorescent probe enabled the selective and quantitative characterization
of PAMs in live cells.
Screening of Small Molecules as GABAAR Ligands
Using this simple and convenient ligand
assay system, we attempted
to discover new ligands that can function as PAMs for GABAARs from a library of pharmacologically active compounds (LOPAC1280).
Gzn-OG (100 nM) and GABA (10 μM) were coincubated in HEK293T
cells transfected with GABAAR(α1/β3/γ2),
and the fluorescence changes upon addition of the small molecules
were monitored by CLSM under live cell conditions. The assay was performed
in three different steps to enhance the screening efficiency (Figure a). We conducted
an additional fluorescent assay (fourth screening) in the absence
of GABA to discriminate compounds competitively bound to the orthosteric
(GABA) binding site. In the first screening, seven or eight different
compounds were mixed in the same tube, and 160 groups of the resulting
mixture were added to the cell-based assay system. A pronounced decrease
in the fluorescence intensity of the cell membrane was detected in
34 groups, which showed a defined threshold (−ΔF/F0 > 0.5) (Figure S15a). In the second step, each hit group was divided
into two subgroups to confer a total of 68 subgroups containing four
compounds. Monitoring the fluorescence change induced by each subgroup
(−ΔF/F0 >
0.4) resulted in identification of 21 hit groups (Figure S15b). In the third screening step, each compound (83
in total) was separately added to our assay system; 19 compounds exhibited
a pronounced fluorescence decrease (−ΔF/F0 > 0.3) (Figure b). Finally, these compounds were subjected
to the fourth screening step in the absence of GABA to detect orthosteric
ligands (Figure c),
which left 13 compounds identified as PAMs for GABAARs
(Figure e). We determined
the threshold values to leave ∼20% of groups or compounds as
hits for performing the screening efficiently. Based on the statistical
Z-factor analysis,[39] the averaged Z-factor values were determined to be 0.850, 0.834, 0.799,
and 0.891 for the first, second, third, and negative selections, respectively
(Supporting Table S2), and each hit group
or compound in all screening steps showed the Z-factor
value to be within the range of 0.60 < Z <
0.93. These indicated all screening steps were carried out with strict
and robust criteria.
Figure 4
High-throughput screening of PAMs for GABAAR(α1/β3/γ2)
by a ligand assay system using Gzn-OG. (a) Flowchart of the screening
process from a chemical library containing 1280 compounds. Chemical
information on the library is listed in Table S1. (b) −ΔF/F0 values in the third screening process. In this process, the ligand
assay system was treated with 10 μM of each compound in the
presence of 10 μM GABA. Threshold (−ΔF/F0 = 0.3) in this screening is shown
as a dashed line. Data represent mean ± SEM n = 8–12. Hit compounds are marked in red. (c) −ΔF/F0 values in the fourth screening
process. In this process, the ligand assay was performed in the absence
of GABA by treating with 10 μM of each hit compound found in
the third screening process. Threshold (−ΔF/F0 = 0.3) in this screening is shown
as a dashed line. Data represent mean ± SEM n = 8–12. Hit compounds identified as orthosteric ligands and
PAMs are marked in blue and red, respectively. (d) Chemical structures
of hit compounds identified as orthosteric ligands for GABAARs in the screening assay. Newly identified GABAAR ligands
via this screening assay are shown in blue. (e) Chemical structures
of hit compounds identified as PAMs for GABAARs in the
screening assay. Newly identified PAM candidates via this screening
assay are shown in red.
High-throughput screening of PAMs for GABAAR(α1/β3/γ2)
by a ligand assay system using Gzn-OG. (a) Flowchart of the screening
process from a chemical library containing 1280 compounds. Chemical
information on the library is listed in Table S1. (b) −ΔF/F0 values in the third screening process. In this process, the ligand
assay system was treated with 10 μM of each compound in the
presence of 10 μM GABA. Threshold (−ΔF/F0 = 0.3) in this screening is shown
as a dashed line. Data represent mean ± SEM n = 8–12. Hit compounds are marked in red. (c) −ΔF/F0 values in the fourth screening
process. In this process, the ligand assay was performed in the absence
of GABA by treating with 10 μM of each hit compound found in
the third screening process. Threshold (−ΔF/F0 = 0.3) in this screening is shown
as a dashed line. Data represent mean ± SEM n = 8–12. Hit compounds identified as orthosteric ligands and
PAMs are marked in blue and red, respectively. (d) Chemical structures
of hit compounds identified as orthosteric ligands for GABAARs in the screening assay. Newly identified GABAAR ligands
via this screening assay are shown in blue. (e) Chemical structures
of hit compounds identified as PAMs for GABAARs in the
screening assay. Newly identified PAM candidates via this screening
assay are shown in red.On the basis of the supplied
LOPAC1280 list, 7 of the 13 PAM candidates
were already known PAMs for GABAARs (Figure e). Among the other six PAM candidates (43
(AA-861), 225 (CGP-7930), 226 (CGP-13501), 419 (Retro-2), 1254 (vinpocetine),
and 1275 (YC-1)), CGP-7930 and CGP-13501 have been reported to be
PAMs for GABAB receptors (GABABRs).[40] AA-861, Retro-2, vinpocetine, and YC-1 have
been characterized as a 5-lipooxgenase inhibitor,[41] an endosome-to-Golgi retrograde transport inhibitor,[42] a phosphodiesterase-1 inhibitor,[43] and a guanylate cyclase activator,[44] respectively. To our knowledge, there have been
no reports pertaining to the affinity of these six compounds for GABAARs. Six compounds were assigned as potential orthosteric ligands
by the fourth screening (Figure c,d), four of which were known antagonists or inhibitors
for GABAARs (605 (hydrastine), 680 (thiocolchicine), 1066
(reactive blue-2), and 1132 (gabazine)) and two were new ligands (991
(K-114) and 1070 (daurisoline)) as shown in Figure d. K-114 and daurisoline have been reported
as an amyloid fiber staining dye[45] and
a hERG K+ channel blocker, respectively. No previous reports
have been found that described the interaction of these compounds
with GABAARs.
Characterization of Hit Compounds
We subsequently characterized
in detail the binding properties of the newly discovered GABAAR ligand candidates by the fluorescence assay using Gzn-OG
and electrophysiological measurements (except for AA-861, which was
not commercially available). As shown in Figure a, it was clearly confirmed that the affinity
of GABA to GABAAR(α1/β3/γ2) was largely
enhanced in the presence of these PAM candidates (25 μM concentrations
of CGP-7930, CGP-13501, vinpocetine, Retro-2, or YC-1). The Kd values of GABA were determined from the concentration–response
curves to be 0.095, 0.38, 0.26, 0.46, and 0.21 μM in the presence
of CGP-7930, CGP-13501, vinpocetine, Retro-2, and YC-1, respectively.
The affinities of these compounds to the GABAAR were also
determined from the fluorescence titration curves at a fixed GABA
concentration (10 μM): Kd = 13.1,
14.4, 1.4, 4.7, and 6.8 μM for CGP-7930, CGP-13501, vinpocetine,
Retro-2, and YC-1, respectively (Figure S16a). Addition of the orthosteric ligands daurisoline and K-114 caused
a significant decrease in the fluorescence intensity at the cell surface
in the absence of GABA in a concentration-dependent manner, with Kd values of 2.2 and 5.8 μM for daurisoline
and K-114, respectively (Figure S16b).
Figure 5
Functional
characterization of hit compounds. (a) Plots of fluorescence
intensity (F/F0) of plasma
membranes of cells with increasing GABA concentration in the presence
or absence of each hit compound (25 μM). HEK293T cells transfected
with GABAAR(α1/β3/γ2) were treated with
100 nM Gzn-OG and 25 μM hit compound, and then the fluorescence
intensity of cells was measured by confocal microscopy with increasing
GABA concentration. The Kd value of GABA
in the presence of each hit compound was determined by fitting the
fluorescence change with a logistic equation. n =
10. Data represent mean ± SEM Kd values
for GABA were determined to be 0.095, 0.38, 0.26, 0.46, and 0.21 μM
for CGP-7930, CGP-13501, vinpocetine, Retro-2 and YC-1, respectively.
(b) Effects of compounds on the whole-cell currents in GABAAR(α1/β3/γ2)-transfected HEK293T cells. Representative
time courses of the GABA-induced currents at −60 mV by the
addition of YC-1, Retro-2 or vinpocetine are shown. [compound] = 3
μM and [GABA] = 30 μM. (c) Dose–response curves
for peak GABA-induced current in the absence or presence of 3 μM
vinpocetine, YC-1 or Retro-2. EC50 values were determined
to be 13.7, 2.8, 4.8, and 27.8 μM in the presence of PAM (vinpocetine,
YC-1 or Retro-2), or absence of PAM, respectively.
Functional
characterization of hit compounds. (a) Plots of fluorescence
intensity (F/F0) of plasma
membranes of cells with increasing GABA concentration in the presence
or absence of each hit compound (25 μM). HEK293T cells transfected
with GABAAR(α1/β3/γ2) were treated with
100 nM Gzn-OG and 25 μM hit compound, and then the fluorescence
intensity of cells was measured by confocal microscopy with increasing
GABA concentration. The Kd value of GABA
in the presence of each hit compound was determined by fitting the
fluorescence change with a logistic equation. n =
10. Data represent mean ± SEM Kd values
for GABA were determined to be 0.095, 0.38, 0.26, 0.46, and 0.21 μM
for CGP-7930, CGP-13501, vinpocetine, Retro-2 and YC-1, respectively.
(b) Effects of compounds on the whole-cell currents in GABAAR(α1/β3/γ2)-transfected HEK293T cells. Representative
time courses of the GABA-induced currents at −60 mV by the
addition of YC-1, Retro-2 or vinpocetine are shown. [compound] = 3
μM and [GABA] = 30 μM. (c) Dose–response curves
for peak GABA-induced current in the absence or presence of 3 μM
vinpocetine, YC-1 or Retro-2. EC50 values were determined
to be 13.7, 2.8, 4.8, and 27.8 μM in the presence of PAM (vinpocetine,
YC-1 or Retro-2), or absence of PAM, respectively.To validate the impact of these hit compounds on GABAAR functions, we finally examined the ion-channel activity
of GABAARs by patch-clamp electrophysiological assays.
At high concentrations
(100 μM for CGP-7930 and CGP-13501, and 25 μM for vinpocetine,
Retro-2, and YC-1), all of these compounds increased the chloride
currents in HEK293T cells expressing GABAAR(α1/β3/γ2),
even in the absence of GABA, indicating that these compounds acted
as allosteric agonists as well as PAMs (Figure
S17a,b). Similar behavior has been reported for well-known
GABAAR PAMs, including barbiturates, propofol, and etomidate
at high concentrations.[46,47] On the other hand,
at low concentrations, vinpocetine, Retro-2 and YC-1 did not induce
any direct activation of GABAARs (Figure
S17b), and the GABA-induced chloride currents were reversibly
enhanced by these compounds as shown in Figure b. The EC50 values of GABA in
the presence of 3 μM of each compound were electrophysiologically
determined to be 13.7, 4.8, and 2.8 μM with vinpocetine, Retro-2,
and YC-1, respectively (Figure c). The Kd values of GABA determined
by our fluorescent assay using Gzn-OG were 1.8, 6.7, and 3.9 μM
with vinpocetine, Retro-2, and YC-1, respectively under the same conditions
(Figure S18). These Kd values for Retro-2 and YC-1 were almost identical to those
obtained from the electrophysiological assays, while the value for
vinpocetine was different between the two assay systems. This result
may be attributed to the fact that vinpocetine interacts with GABAARs as a PAM in a more complicated manner than Retro-2 or YC-1.
Discussion
The impact of small molecules on GABAAR functions can
be evaluated by the patch-clamp electrophysiological assay, a powerful
and standard technique having high sensitivity. However, application
of the patch-clamp method for drug screening is often limited because
of its low-throughput properties. Membrane potential assays using
voltage-sensitive dyes can be used as alternatives to the patch-clamp
assay for high-throughput screening.[48,49] Although useful,
some of the dyes used in these methods directly modulate the ion-channel
properties of GABAARs, which results in detection of many
false positive compounds.[50] Semisynthetic
protein-based biosensors are attractive tools for exploring the direct
binding of compounds to membrane receptors. In a successful example
of such biosensors, Johnsson and co-workers constructed GABAB receptor (GABABR)-based semisynthetic biosensors as a
proof-of-principle. This method was used to detect allosteric modulators,
as well as orthosteric ligands, using a Snifits (SNAP-tag based indicator
with a fluorescent intramolecular tether) technique.[51,52] Although powerful, these approaches usually require the fusion of
relatively large protein tags (such as SNAP-, CLIP-, or GFP-tags)
to the target receptors. Given the delicate oligomeric structures
of complicated membrane receptors, such as ion-channel-type GABAARs (which exist as heteropentameric complexes), it would be
difficult to apply these protein-based semisynthetic strategies to
these proteins. We have previously reported the construction of GABAAR-based biosensors by a combination of LDAI-based chemical
labeling and a BFQR method.[23] However,
this method requires long incubation periods for the chemical labeling
(3–4 h) followed by washing operations (three times) and requires
addition of a newly synthesized quencher-ligand conjugate for preparation
of the FRET sensor, which is not very suitable for high-throughput
drug screening (Figure S19). Recently, turn-on
fluorescent probes have received considerable attention as tools for
molecular imaging because of the simple protocols involved.[53] However, application of these probes to the
quantitative analysis of ligand–protein interactions and drug
screening has been limited to date. Here, we developed a turn-on fluorescent
probe (Gzn-OG) for GABAARs, by which a fluorescent biosensor
was constructed in a quick and effective manner. Indeed, simple addition
of the probe to the culture medium allowed the analysis of ligand–protein
interactions and high-throughput screening of small molecules to determine
orthosteric ligands and PAMs of GABAARs under live cell
conditions. To the best of our knowledge, this is the first report
of a ligand assay system exploiting a turn-on imaging probe for ion-channel
receptors, which are important drug targets.Because the rational
design of allosteric modulators is much more
difficult compared with orthosteric or competitive ligands, it is
desirable to develop efficient drug discovery platforms for allosteric
modulators from screening. We have previously identified four compounds
from the LOPAC1280 library, using our cell-based biosensors constructed
by LDAI labeling and using the BFQR method, as benzodiazepine ligands
(see also Figure S1).[23] However, this system was specialized for identifying competitive
ligands at the benzodiazepine site. We actually attempted to construct
a biosensor by a combination of LDAI and BFQR methods using CGAM-Gzn
and Gzn-Q; however, the fluorescence change by the addition of etomidate
(200 μM) in the presence of GABA (30 μM) was too small
to detect etomidate, possibly due to the low labeling efficiency and
the less sufficient quenching/recovery of fluorescence (Figure S20). Given many allosteric sites exist
in the GABAAR scaffolds, more versatile biosensors that
can detect any type of allosteric modulator are desirable. The present
biosensor developed by exploiting the affinity modulation of GABA
in the presence of PAMs should be a rational platform capable of detecting
PAMs of GABAARs, and indeed we identified not only six
orthosteric ligands but also 13 PAMs. These hit compounds included
four known orthosteric inhibitors and seven known PAMs. It is worth
noting that most of the known PAMs for GABAARs included
in the LOPAC1280 library were detected by the present screening assay
(seven of eight known PAMs), clearly validating the feasibility of
our biosensor system using Gzn-OG.We here discovered eight
new ligands (two competitive ligands and
six PAMs) for GABAARs. Among the newly found PAMs, CGP-7930
and CGP-13501 are structural analogues of propofol, which suggests
these compounds may bind to the propofol-binding site in GABAARs. In contrast, the other compounds may bind to unknown sites
because the molecular structures of these compounds do not resemble
any already known GABAAR ligands. In particular, YC-1 and
Retro-2 that induced large shifts in the dose-dependency of GABA in
the electrophysiological assay may be potentially new types of allosteric
modulators for GABAARs, although careful examination of
the mechanisms of action will be required in combination with other
methods to confirm this. With respect to YC-1, there is a report on
a potent neuroprotective activity against the glutamate-induced excitotoxicity
in cultured neurons, although the detailed mechanism still remains
unclear.[54] The positive allosteric modulation
of GABAARs by YC-1 may potentially be involved in the neuroprotective
effect on cultured neurons. Since GABAARs mainly mediate
the fast inhibitory neurotransmission in the central nervous system
(CNS), the functions are deeply associated with all aspects of brain
functions. The new discovery of PAMs for GABAARs may contribute
to the elucidation of the GABAAR related neuroregulatory
mechanisms in CNS.In conclusion, our biosensor system using
the fluorescent turn-on
Gzn-OG probe demonstrated the capacity to discover new allosteric
ligands acting on an unknown binding site of GABAAR. Also,
this method clearly highlighted the power of turn-on fluorescent probes
to screen for drugs acting on complicated membrane proteins that cannot
be investigated by conventional methods.
Materials and Methods
Synthesis
All synthesis procedures and characterizations
are described in the Supporting Information.
Expression of GABAARs in HEK293T Cells
HEK293T
cells (ATCC) were cultured in Dulbecco’s modified Eagle’s
medium (DMEM) supplemented with 10% fetal bovine serum (Sigma-Aldrich),
penicillin (100 units mL–1), streptomycin (100 μg
mL–1), and amphotericin B (250 ng mL–1) and incubated in a 5% CO2 humidified chamber at 37 °C.
For expression of GABAAR, HEK293T cells (3.0 × 105 cells) plated on a 6 cm dish (Corning) were transfected with
each expression vector for α, β, and γ subunits
(pCAGGS(α1 GABAAR), pCAGGS(β3 GABAAR), and pCAGGS(γ2 GABAAR)) and pmCherry-F or pEGFP-F
as a transfection marker using Lipofectamine 2000 (Invitrogen) according
to the manufacture’s instructions.
Confocal Live Imaging of
HEK293T Cells Stained with an Imaging
Probe
After 24 h of transfection, the cells were dissociated
by treating with 0.05% trypsin/EDTA and reseeded on 35 mm glass-bottom
dishes (Matsunami) pretreated with poly-l-lysine. After 24
h of the reseeding, the cells were washed twice with HBS (20 mM HEPES,
107 mM NaCl, 6 mM KCl, 2 mM CaCl2 and 1.2 mM MgSO4 and 11.5 mM glucose at pH 7.4), and then 1 mL of HBS containing
an imaging probe was added into the cell cultured dish. Fluorescence
imaging of the cells was performed using a confocal laser scanning
microscopy (Carl Zeiss, LSM-800) equipped with a 63×, NA = 1.40
oil objective, and a GaAsP detector. Fluorescence images were acquired
using the 405 nm excitation for DBD; the 488 nm excitation for OG,
Fl, Alexa Fluor 488, EGFP-F; the 561 nm excitation for mCherry-F;
the 640 nm excitaion for Alexa Fluor 647 derived from diode lasers
with control of the focus using the Definite Focus module (Carl Zeiss).
UV–vis Spectra Measurements
UV–vis spectra
were measured on a Shimadzu UV-2600 spectrophotometer using a quartz
cell with 1.0 cm path length at r.t. The compound was dissolved in
HBS buffer (pH7.4).
Fluorescence Spectra Measurements
Fluorescence spectra
were measured on a PerkinElmer LS55 fluorescence spectrometer using
a quartz cell with 0.1 × 1.0 cm path length at an excitation
wavelength of 430 nm (for DBD), 496 nm (for Fl, OG, and Ax488), and
650 nm (for Ax647) at r.t. The compound was dissolved in HBS buffer.
Determination of the Dissociation Constant of Gzn-OG for GABAARs on Live Cells
The HEK293T cells transiently transfected
with GABAAR(α1/β3/γ2) on a 35 mm glass-bottom
dish were washed twice with HBS, and then 2 mL of HBS containing 8
μM Gzn-OG was added into the cell cultured dish. The 2-fold
serial dilutions of Gzn-OG were conducted, and the CLSM image was
observed at each Gzn-OG concentration. The fluorescence intensities
(F) of plasma membranes of cells were determined
by line plot analyses of the CLSM images. The same points were monitored
during the measurements, and the values were averaged. The dissociation
constant (Kd(Gzn-OG)) was determined by
fitting with the theoretical logistic equation.where Fmin and Fmax are
theoretically determined minimum and
maximum fluorescence intensities, respectively. h is a Hill’s coefficient.
Determination of the Dissociation
Constants of Orthosteric Ligands
on Live Cells Using Gzn-OG
The concentration of Gzn-OG was
fixed at 100 nM in each experiment. After the HEK293T cells transfected
with GABAAR(α1/β3/γ2) were washed on
a 35 mm glass-bottom dish with HBS (1 mL × 2), 100 nM Gzn-OG
dissolved in HBS (1 mL) was added into the cell cultured dish. Thereafter,
a stock solution of each orthosteric ligand containing 100 nM Gzn-OG
was applied to the cell cultured dish, and the CLSM imaging was performed
without any washing operations. The fluorescence intensity (F) of the plasma membrane of a single cell at each ligand
concentration was determined by enclosing the regions containing a
cell with ROIs and F/F0 value was calculated for each cell (F0 is a fluorescence intensity in the absence of ligand). For removing
the contribution of background fluorescence, the averaged background
intensity was subtracted from F and F0. After the averaged F/F0 values were plotted against ligand concentrations, the
dissociation constant of each ligand was determined by fitting with
the theoretical logistic equation.where F and F0 are a fluorescence intensity
at each ligand concentration
and that in the absence of ligand. h is a Hill’s
coefficient.
Method for the Detection of Ligand for GABAAR using
Gzn-OG
The concentrations of Gzn-OG (100 nM) and GABA (10
or 0 μM) was fixed in each experiment. After adding of Gzn-OG
to the HEK293T cells transfected with GABAAR(α1/β3/γ2),
a stock solution of each compound containing Gzn-OG (100 nM) and GABA
(10 or 0 μM) was applied to the cell cultured dish and CLSM
imaging was performed without any washing operations. The fluorescence
intensities of plasma membranes of cells in the presence or absence
of each compound were determined by enclosing the regions containing
a single cell with ROIs. The fluorescence change ratio (ΔF/F0) was calculated for each
single cell and averaged. The ΔF/F0 was defined by a following equation.where F and F0 are fluorescence intensities
in the presence and absence
of each ligand.
Determination of the Dissociation Constants
of GABA in the Presence
and Absence of a PAM
The concentrations of Gzn-OG (100 nM)
and an allosteric modulator (propofol 200 μM; etomidate 200
μM; zolpidem 20 μM) were fixed in each experiment. After
adding of Gzn-OG and a ligand to the HEK293T cells transfected with
GABAAR(α1/β3/γ2), a stock solution of
GABA containing Gzn-OG (100 nM) and each PAM was applied to the cell
cultured dish and CLSM imaging was performed without any washing operations.
The fluorescence intensity (F) of the plasma membrane
was determined as described in Determination of
the Dissociation Constant of Gzn-OG. After plotting of the
averaged F/F0 values
against GABA concentrations, the EC50(GABA) and dissociation
constant (Kd(GABA)) were determined by
fitting with the theoretical logistic equation.where F and F0 are a fluorescence intensity at each GABA
concentration
and that in the absence of GABA. h is a Hill’s
coefficient.
Determination of the Dissociation Constants
of PAM for GABAAR
The concentrations of Gzn-OG
(100 nM) and GABA
(10 μM) were fixed in each experiment. After adding of Gzn-OG
and GABA to the HEK293T cells transfected with GABAAR(α1/β3/γ2),
a stock solution of each PAM containing Gzn-OG (100 nM) and GABA (10
μM) was applied to the cell cultured dish, and CLSM imaging
was performed without any washing operations. The fluorescence intensity
(F) of the plasma membrane was determined as described in Determination of the Dissociation Constant of Gzn-OG. After plotting of the averaged F/F0 values against PAM concentrations, the dissociation
constant (Kd(PAM)) was determined by fitting
with the theoretical logistic equation.where F and F0 are a fluorescence
intensity at each PAM concentration
and that in the absence of PAM. h is a Hill’s
coefficient.
High-Throughput Screening of PAMs on GABAAR Using
Gzn-OG
The concentrations of Gzn-OG and GABA were fixed at
100 nM and 10 μM, respectively. A library of pharmacologically
active compounds (the LOPAC1280 (Sigma-Aldrich)) was employed in this
screening assay. To enhance the screening efficiency, ligand screening
was performed in three different steps. In addition, an additional
screening was conducted in the last step to detect the compounds competitively
bind to the orthosteric site. In the first screening, 7–8 individual
compounds (1.5 μL × 10 mM each compound in DMSO) were mixed
in the same tube and evaporated to remove DMSO. Then, the residue
was redissolved in 1.5 μL of DMSO and diluted with 500 μL
of HBS containing Gzn-OG (100 nM) and GABA (10 μM). The solution
was added to the GABAAR(α1/β3/γ2)-transfected
cells in 1 mL of HBS containing Gzn-OG (100 nM) and GABA (10 μM)
(final concentration of each compound was 10 μM). After 1 min
incubation, CLSM imaging was performed without any washing operations.
The fluorescence intensities before and after addition of a compounds
mixture were determined by enclosing the regions containing a cell
with ROIs. The fluorescence change ratio (−ΔF/F0) was calculated for a single cell
and averaged. (Data represent mean ± SEM n =
7–12) (ΔF = F – F0, where F and F0 were fluorescence intensities before and after addition
of compounds mixture, respectively). Threshold value of the −ΔF/F0 ratio was defined as 0.5.
In this step, compounds showing intrinsic fluorescence were excluded
in the assay. In the second screening, each hit group in the first
screening was divided into two subgroups containing four compounds.
Four compounds (1.5 μL × 10 mM each compound in DMSO) were
mixed in each subgroup. The mixture was added to a Gzn-OG assay system
(final concentration of each compound was 10 μM), and the –
ΔF/F0 ratio was
calculated for a single cell and averaged (data represent mean ±
SEM n = 8–12). Threshold value of the −ΔF/F0 ratio was defined as 0.4.
In the third screening, the cells stained with Gzn-OG (100 nM) were
treated with each compound (final concentration of each compound was
10 μM) in the presence of 10 μM GABA, and the averaged
−ΔF/F0 ratio
was determined (data represent mean ± SEM n =
10–12). Threshold value of the −ΔF/F0 ratio in the third screening was
defined as 0.3. In the last screening assay, each hit compound in
the third screening assay was applied to the cell cultured dish containing
Gzn-OG (100 nM) in the absence of GABA. The compounds exhibiting the
−ΔF/F0 ratio
> 0.3 were identified as orthosteric ligands for GABAAR(α1/β3/γ2)
(data represent mean ± SEM n = 10–12).
Electrophysiology
For electrophysiological measurements,
coverslips with HEK293T cells transfected with GABAAR(α1/β3/γ2)
were placed in the experimental chamber. Membrane currents were recorded
at room temperature (25 °C) in the whole-cell mode of a patch-clamp
technique with an Axopatch 200B (Molecular devices) patch-clamp amplifier.
Patch electrodes having a resistance of 2–5 MΩ (with
internal solution) were fabricated from borosilicate glass capillaries
using a P-97 pipet puller (Sutter Instrument). Current signals were
filtered at 5 kHz with a 4-pole Bessel filter and digitized at 20
kHz. The pCLAMP (version 10.5.1.0; Molecular devices) software was
used for command pulse control, data acquisition, and analysis. For
whole-cell recording, the series resistance was compensated (to 70–80%)
to minimize voltage errors. The extracellular solution contained (in
mM): 140 NaCl, 5 KCl, 2 CaCl2, 1 MgCl2, 10 glucose,
and 10 HEPES (pH adjusted to 7.4 with NaOH, and osmolality adjusted
to 300 mmol kg–1 with d-mannitol). Intracellular
solutions contained (in mM): 55 K gluconate, 50 KCl, 26 NaCl, 0.5
CaCl2, 3 MgCl2, 2 Na2ATP, 5 EGTA,
5 HEPES, and 5 creatine-phosphate (pH 7.2 adjusted with KOH, and osmolality
adjusted to 290 mmol kg–1 with d-mannitol).
Relative current (I) in Supplementary
Figure 17b was defined by the following equation; relative I = IA/ICtl, where ICtl and IA are the peak amplitudes of whole-cell currents observed
before and after a hit compound application, respectively. In Figure b, GABA concentration–response
curves were fitted to the logistic equation: I =
(Amax – A0)/[1 + (X/EC50)n] + A0, where I is current
amplitude, Amax and A0 are the maximum and minimum values of the measured parameter, X is GABA concentration; n is a Hill coefficient;
EC50 is the concentration of GABA that generates half-maximal
amplitude. Data points in figures represent the means of n individual measurements from different cells.
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