Abstract
GABAergic interneurons play a critical role in tuning neural networks in the central nervous system, and their defects are associated with neuropsychiatric disorders. Currently, the mDlx enhancer is solely used for adeno-associated virus (AAV) vector-mediated transgene delivery into cortical interneurons. Here, we developed a new inhibitory neuron-specific promoter (designated as the mGAD65 promoter), with a length of 2.5 kb, from a mouse genome upstream of exon 1 of the Gad2 gene encoding glutamic acid decarboxylase (GAD) 65. Intravenous infusion of blood–brain barrier-penetrating AAV-PHP.B expressing an enhanced green fluorescent protein under the control of the mGAD65 promoter transduced the whole brain in an inhibitory neuron-specific manner. The specificity and efficiency of the mGAD65 promoter for GABAergic interneurons, which was assessed at the motor cortex, were almost identical to or slightly higher than those of the mDlx enhancer. Immunohistochemical analysis revealed that the mGAD65 promoter preferentially transduced parvalbumin (PV)-expressing interneurons. Notably, the mGAD65 promoter transduced chandelier cells more efficiently than the mDlx enhancer and robustly labeled their synaptic boutons, called the cartridge, targeting the axon initial segments of excitatory pyramidal neurons. To test the ability of the mGAD65 promoter to express a functional molecule, we virally expressed G-CaMP, a fluorescent Ca2+ indicator, in the motor cortex, and this enabled us to monitor spontaneous and drug-induced Ca2+ activity in GABAergic inhibitory neurons. These results suggest that the mGAD65 promoter is useful for AAV-mediated targeting and manipulation of GABAergic neurons with the dominance of cortical PV-expressing neurons, including chandelier cells.
Keywords: Interneuron, Inhibitory neuron, Chandelier cell, GAD65, Dlx, GABA, Promoter, AAV, AAV-PHP.B
Introduction
Inhibitory interneurons constitute 10–20% of all neurons in the cerebral cortex [1–3]. They have numerous neurochemical, morphological, and functional classes. Recent studies have shown that they belong to one of three groups defined by the expression of the Ca2+-binding protein parvalbumin (PV), neuropeptide somatostatin (SST), and the ionotropic serotonin receptor 5HT3a (5HT3aR) [1]. The PV-expressing cells, SST-expressing cells, and 5HT3aR-expressing cells accounted for ~ 40%, ~ 30%, and ~ 30% of the cortical GABAergic neuron population, respectively. The most abundant PV group includes fast-spiking basket cells and chandelier cells, whereas the SST group is dominated by Martinotti cells [4, 5]. The 5HT3aR group includes all of the neurons that express the neuropeptide VIP, which accounts for approximately 40% of this group as well as the remaining 60% of neurons that do not express VIP.
The PV-expressing basket cell, the most abundant subtype, which accounts for approximately 30% of non-pyramidal neurons, is responsible for the perisomatic inhibition of excitatory pyramidal neurons [6]. The second-largest cell is the Martinotti cell, and its axons ascend to layer 1 and form synapses with the dendritic tufts of pyramidal neurons [5, 6]. Chandelier cells, which account for a small proportion, demonstrate distinctive axonal arborization. The beads of axon terminals, also called cartridges, vertically innervate the axon initial segments (AISs) of pyramidal cells [7]. Recent studies have revealed that cortical interneuron activity plays a crucial role in shaping excitatory circuits during learning and memory expression [6, 8], and dysfunction of inhibitory neuron subtypes is thought to underlie various aspects of psychiatric disorders [6, 7, 9, 10].
Recent studies have developed several cell type-specific promoters that can be incorporated into viral vectors to enable cell-type-specific transgene expression. These promoters include neuron-specific synapsin I promoter [11], astrocyte-specific glial fibrillary acidic protein (GFAP) promoter [12], and cerebellar Purkinje cell-specific L7-6 promoter [13]. The Ca2+/calmodulin-dependent protein kinase II (CaMKII) promoter has been used as a forebrain-predominant excitatory neuron-specific promoter [14, 15], while two different studies identified an inhibitory neuron-specific distal-less homeobox (Dlx) gene enhancer sequence, which also confined transgene expression to the forebrain [16, 17]. In this study, we report a novel inhibitory neuron-specific promoter. Intravenous infusion of the blood–brain barrier (BBB)-penetrating AAV-PHP.B-expressing enhanced green fluorescent protein (GFP) under the control of the new promoter achieved highly efficient and widespread labeling of inhibitory neurons throughout the brain. We have described the distinct features of the new promoter in comparison to the currently available inhibitory neuron-specific Dlx enhancer.
Materials and methods
Animals
Wild-type and VGAT-tdTomato mice from C57BL/6 backgrounds [18] were used in this study. All procedures for the care and treatment of animals were performed according to the Japanese Act on the Welfare and Management of Animals and the Guidelines for Proper Conduct of Animal Experiments issued by the Science Council of Japan. The experimental protocol was approved by the Institutional Committee of Gunma University (No. 18–019; 19–028). All efforts were made to minimize suffering and reduce the number of animals used.
Viral vectors
We used BBB-penetrating AAV-PHP.B [19], except for Fig. 1, which used AAV-PHP.eB [20]. The expression plasmid pAAV, comprising a polyadenylation signal sequence and woodchuck hepatitis virus post-transcriptional regulatory element (WPRE), was designed to express GFP under the control of a mouse genomic region upstream of the mouse Gad2 gene encoding glutamic acid decarboxylase (GAD) 65 (see Fig. 1a for detail) or the mouse Dlx gene enhancer (previously referred to as I56i [21] or mI56i [22]) combined with a minimal promoter (mDlx enhancer, hereafter) [16]. The mGAD65 promoter and mDlx enhancer were inserted into the pAAV plasmid upstream of the GFP gene at restriction enzyme sites for XhoI and AgeI. pAAV-PHP.B and pAAV-PHP.eB were constructed from the pAAV2/9 plasmid [19], which was provided by Dr. James M. Wilson at the University of Pennsylvania. Recombinant single-stranded AAV-PHP.B/PHP.eB vectors were produced by co-transfection into HEK293T cells (HCL4517; Thermo Fisher Scientific; Waltham, MA, USA) with three plasmids: the expression plasmid, pHelper (Stratagene, La Jolla, CA, USA), and a packaging plasmid (pAAV-PHP.B or pAAV-PHP.eB) as previously described [13, 23]. Briefly, HEK293T cells, which were cultured in Dulbecco’s modified Eagle’s medium (D-MEM; D5796-500Ml, Sigma-Aldrich, St Louis, MO, USA) supplemented with 8% fetal bovine serum (Sigma-Aldrich), were transfected with three plasmids: expression plasmids [pAAV/mGAD65-EGFP-WPRE-SV40, pAAV/mDlx enhancer-EGFP-WPRE-SV40, pAAV/mDlx enhancer-tdTomato-WPRE-SV40, or pAAV/mGAD65-GCaMP-WPRE-SV40], pHelper (Stratagene, La Jolla, CA, USA), and pAAV-PHP.B/PHP.eB using polyethylenimine. Viral particles were harvested from the culture medium 6 days after transfection and concentrated by precipitation with 8% polyethylene glycol 8000 (Sigma-Aldrich) and 500 mM sodium chloride. The precipitated AAV–PHP.B/PHP.eB particles were resuspended in D-PBS and purified with iodixanol (OptiPrep; Axis-Shield Diagnostics, Dundee, Scotland) continuous gradient centrifugation. The viral solution was further concentrated in D-PBS using Vivaspin 20 (100,000 MWCO PES, Sartorius, Gottingen, Germany). The genomic titers of the viral vector were determined by real-time quantitative PCR using THUNDERBIRD SYBR qPCR Mix (Toyobo, Osaka, Japan) using the 5′-CTGTTGGGCACTGACAATTC-3′ and 5′-GAAGGGACGTAGCAGAAGGA-3′ primers, which targeted the WPRE sequence. The expression plasmid was used as the standard.
Intravenous injection
Eight-to fourteen-week-old mice were used in this study. After inducing deep anesthesia via intraperitoneal injection of ketamine (100 mg/kg BW) and xylazine (10 mg/kg BW), 100 μL of AAV-PHP.B (5.0 × 1013 vg/mL) or AAV-PHP.eB (3.0 × 1013 vg/mL) was injected into the orbital sinus using a 0.5 ml syringe with a 30-gauge needle (08,277; Nipro, Osaka, Japan) for 30 to 40 s. For Additional file 2: Figure S2, equal titers (5.0 × 1012 vg) of AAV-PHP.B-expressing tdTomato under the control of the mDlx enhancer and AAV-PHP.B expressing GFP under the control of the mGAD65 promoter were mixed in advance and injected as described above.
Direct cerebellar injection
The AAV-PHP.B was injected directly into the cerebellar tissue. After inducing deep anesthesia, the mice were placed in a stereotactic frame. The skin covering the occipital bone was cut, and a burr hole was made 7 mm caudal to the bregma. The tip of a Hamilton syringe (33 gauge) with an attached micropump (UltraMicroPump II; World Precision Instrument (WPI) Sarasota, FL, USA) was inserted 1.8 mm below the pia mater of the cerebellar vermis. Ten microliters of viral solution (1 × 1013 vg/mL) was injected at a rate of 400 nL/min using a microprocessor-based controller (Micro4; WPI).
Immunohistochemistry
Depending on the antibodies used, we employed different immunohistochemistry protocols (see Additional file 1: Table S1 for details). Three weeks after the injection of AAV-PHP.B vectors, the mice were deeply anesthetized and perfused intracardially with 4% paraformaldehyde phosphate buffer (pH 7.4). Their brains were removed and immersed in 4% paraformaldehyde in 0.1 M phosphate buffer at 4 °C. Floating (50 μm thick) and cryostat (20 μm thick) brain sections were prepared using a vibratome (VT1000S, Leica, Wetzlar, Germany) and cryostat (CM3050S, Leica), respectively. The slices were permeabilized, blocked with an appropriate blocking solution, and treated with blocking solution containing the following antibodies: mouse monoclonal anti-CaMKII (1:100; 05–532; Merck, Germany), rat monoclonal anti-GFP (1:1000; 04,404–84; Nacalai, Kyoto, Japan), rabbit polyclonal anti-GABA (1:1000; A2052; Sigma-Aldrich), goat polyclonal anti-PV (1:200; PV-Go-Af460; Frontier Institute, Hokkaido, Japan), rat monoclonal anti-SST (1:100; MAB354; Merck, Germany), goat polyclonal anti-ankyrin G (P-20) (1:50, SC-31778, Santa Cruz Biotechnology, Dallas, TX, USA), mouse monoclonal anti-calbindin D-28 k (1:500; Swant, Bellinzona, Switzerland), or mouse monoclonal anti-mGluR2 (1:1000; ab15672; Abcam, Cambridge, UK). After rinsing several times with PBS or PBS containing Triton X-100 at room temperature (24–26 °C), the slices were incubated with the relevant secondary antibodies (Thermo Fisher Scientific) (see Additional file 1: Table S1). They were mounted on glass slides after rinsing several times with PBS or PBS containing Triton X-100 at room temperature (24–26 °C). For mounting medium, we used Prolong Gold/Diamond Antifade Reagent (Thermo Fisher Scientific) and CC/Mountant antifade reagent (Diagnostic BioSystems, Pleasanton, CA, USA) for floating and cryostat sections, respectively.
Retinal slice
Mice treated with AAV-PHP.B were anesthetized and fixed as described above. Their eyes were removed and frozen in Tissue-Tek O.C.T. compound (Sakura Finetek Japan, Tokyo, Japan). The 16-μm-thick retinal slices were prepared using a cryostat (CM3050S, Leica) and mounted on glass slides with Prolong Diamond Antifade Reagent (Thermo Fisher Scientific).
Confocal microscopy
Most of the fluorescent images of the brain and retinal sections were acquired using a laser-scanning confocal microscope (LSM 800, Carl Zeiss, Oberkochen, Germany) with 20 × or 40 × objectives, and z-stack images of different focal planes were generated. The acquired images were combined using ImageJ software with the MosaicJ plugin [24].
Screening of the promoter candidates
Sagittal brain slices (50 μm thickness) were obtained from mice treated with AAV-PHP.eB expressing GFP by the mGAD65 promoter candidate (3 k, 2 k, or delE1). The slices were immunolabeled for CaMKII, a marker of excitatory neurons. Fluorescent images were obtained using a confocal microscope with a 20 × magnification. We determined the ratio of cells double-positive for GFP and CaMKII (excitatory neurons) to the total number of GFP-expressing cells.
Relative GFP intensity in the whole brain
Bright-field and native GFP fluorescence images of the whole brain were acquired using a fluorescence stereoscopic microscope (VB-700; Keyence, Osaka, Japan). To measure the GFP fluorescence intensity of the forebrain and hindbrain, the margin of the corresponding part of the brain was traced on the bright-field image, except for the olfactory bulb, superior and inferior colliculi, and brainstem. GFP fluorescence intensity within the enclosed area was measured using the ImageJ software (Fiji). Autofluorescence of the brain was measured in six non-injected VGAT-tdTomato mice, and the average value was subtracted from the GFP fluorescence values of all the samples. Finally, data were normalized to the mean value (100) from the forebrains of VGAT-tdTomato mice that received AAV-PHP.B expressing GFP under the control of mDlx enhancer.
Specificities and efficiencies of the mGAD65 promoter and mDlx enhancer
To determine the specificity and efficiency of the mGAD65 promoter and mDlx enhancer, GFP and tdTomato fluorescent images were obtained from sagittal brain slices (50 μm thickness) using a fluorescent microscope (BZ-X700; Keyence) with a 20 × objective. The number of GFP ( +) and/or tdTomato ( +) cells was counted manually.
Proportion of interneuron subtypes in cortical GABAergic interneurons
To measure the ratio of PV ( +) or SST ( +) cells to transduced GABAergic interneurons in the cerebral cortex, wild-type mice were intravenously infused with AAV-PHP.B expressing GFP under control of the mGAD65 promoter. Three weeks after the viral injection, sagittal brain slices (50 μm thickness) were immunolabeled for PV and SST. Fluorescent images were obtained using a confocal microscope with a 40 × magnification. We assessed the ratio of PV ( +) or SST ( +) cells to GFP ( +) cells and the proportion of GFP ( +) cells in PV ( +) or SST ( +) cells.
Confocal Ca2+ imaging in cortical GABAergic interneurons with G-CaMP
For the direct injections of AAV-PHP.B expressing G-CaMP7.09 under the control of the mGAD65 promoter, the mice were kept under stable anesthesia with isoflurane (0.5%) until the end of surgery. The anesthetized mice were fixed on a stereotactic frame (SRS-5-HT; Narishige, Tokyo, Japan) with a stereotaxic micromanipulator (SMM-100; Narishige). Their scalps were cut and holes through the occipital bone were made at the stereotaxic coordinate of AP + 1.0 mm and ML ± 1.0 mm. The tip of a Hamilton syringe (10 μL, 33 gauge; 701SN 33/2"/PT3), with an attached microinjector (IMS-20, Narishige), was stereotactically inserted into the cerebral cortex at a depth of 0.6–0.8 mm from the cranial bone surface. Five microliters of the viral solution (2 × 1013 vg/mL) was injected at a rate of 83.3 nl/min.
Confocal Ca2+ imaging of the acute cortical brain slices was performed as described previously [25] with some modifications. G-CaMP7.09 (G-CaMP) is a recently developed gene-encoded Ca2+ indicator that increases its fluorescence (similar wavelength range to GFP) when intracellular Ca2+ concentration is elevated [26]. AAV-injected adult VGAT-tdTomato mice were utilized 3 weeks after the injections to ensure a stable G-CaMP expression. Coronal brain slices (200–300 µm in thickness) of the mouse motor cortex were prepared using a vibroslicer (VT1200S; Leica, Germany) and maintained in an ACSF containing 125 mM NaCl, 2.5 mM KCl, 2 mM CaCl2, 1 mM MgCl2, 1.25 mM NaH2PO4, 26 mM NaHCO3, and 10 mM D-glucose and bubbled with 95% O2 and 5% CO2 at room temperature (24–26 °C) for more than 1 h before the imaging. To examine Ca2+ signals from GABAergic interneurons, we selected G-CaMP ( +) and tdTomato ( +) double-positive cells for imaging. The imaging areas were restricted to the M1-M2 regions (mostly layers 2 to 3) of the motor cortex. Confocal fluorescence images of G-CaMP signals were acquired every 0.1 s (100 ms exposure time, 512 × 512 pixels, no binning) with a 40 × water immersion objective (LUMPLFLN 40XW, Olympus, Tokyo, Japan), a water-cooled CCD camera (iXon3 DU-897E-CS0-#BV-500, Andor, Belfast, Northern Ireland), and a high-speed spinning-disk confocal unit (CSU-X1, Yokogawa Electric, Tokyo, Japan) attached to an upright microscope (BX51WI, Olympus, Tokyo, Japan). A 488-nm light beam from a diode laser module (Stradus 488–50, VORTRAN, USA) for G-CaMP imaging and a 561-nm laser (LDSYS-561GH-SP43, Solution Systems, Japan) for tdTomato imaging were used for excitation, and the emitted fluorescence was collected through a band-pass filter (500–550 nm for G-CaMP and 580–660 nm for tdTomato). During the recordings, cortical slices were perfused with ACSF bath solution at room temperature (24–26 °C).
To stimulate GABAergic interneurons, 10 µM glutamate (Glu) dissolved in ACSF bath solution or high K+ solution (total 12.5 mM KCl in the ACSF bath solution) was applied extracellularly via a gravity-fed bath-application device. Image processing and analysis were performed with Andor iQ2 (Andor), NIH imageJ, Igor Pro8 (WaveMetrics), and custom-written programs by NH. Image drift (translation drift) was sometimes observed. In such cases, the drifted images were corrected using ImageJ plugins (template matching and slice alignment using the OpenCV library) provided by Q. Tseng (https://sites.google.com/site/qingzongtseng/template-matching-ij-plugin#downloads). Fluorescence at time t (Ft) in each pixel was background-subtracted, and the Ca2+-dependent relative change in fluorescence was calculated using the following formula: ΔF/Fbase, where Fbase is the basal fluorescence intensity averaged during pre-stimulus frames (i.e., ~ 100 frames before stimulation) and ΔF = Ft—Fbase. The background fluorescence was obtained from a region lacking a cell structure in the same frame. The mean values of ΔF/Fbase in each region of interest (ROI) were calculated for each frame. ROIs were placed on the tdTomato-positive and G-CaMP-positive cellular structures (usually soma-like structures). To quantify Glu- or high K-induced Ca2+ signals in the G-CaMP positive cells, the peak amplitude of ΔF/Fbase was measured within a time window of ~ 100 s after the bath application onset because the drug took tens of seconds to reach the recorded cells (Fig. 7e and f).
Statistical analysis
GraphPad PRISM version 7 (GraphPad Software, San Diego, CA, USA) was used for the statistical analysis and production of graphic images, except the Ca2+ imaging data.
Statistical methods are shown in the text and/or in each figure legend. The data are expressed as mean ± standard error of the mean.
Results
Identification of a candidate region for inhibitory neuron-specific promoters
Inhibitory neurons release the key inhibitory neurotransmitter, GABA, which is synthesized from glutamate by glutamic acid decarboxylase (GAD); GAD is composed of two isoforms, namely GAD67 and GAD65, which are encoded by the Gad1 and Gad2 genes in the mouse, respectively [27]. Therefore, we examined Gad promoter regions for inhibitory neuron-specific promoters. A previous study revealed pivotal roles of Dlx1 and Dlx2, members of the Dlx gene, in GABA synthesis [28]. Recently, Le et al. demonstrated that DLX1 and DLX2 directly bind to and activate the transcription of Gad promoters [29]. Moreover, using chromatin immunoprecipitation (ChIP) of the embryonic forebrain, they identified two Dlx target sequences within the Gad2 promoter region. The Dlx target regions were at nucleotide positions of − 2294 to − 2088 and − 958 to − 598 (region i and region ii, respectively) (Fig. 1a), both of which contained specific homeodomain DNA-binding tetranucleotide TAAT/ATTA motifs [29]. Thus, these regions were postulated to be critical for the Gad2 promoter in terms of inhibitory neuron specificity and promoter activity.
The packaging limitation of the AAV vector is approximately 4.7 kb, including the inverted terminal repeat (ITR) sequences at both ends. Given the size of a reporter gene and/or gene of interest, candidate promoters should be less than 3 kb in length. Taking these into consideration, we cloned a 3 kb region upstream of the first ATG codon of Gad2 [mGAD65(− 3000)] and a similar region that lacked exon 1 [mGAD65(delE1)] (2,542 bp) from the C57BL/6-mouse genome (Fig. 1a). Of note, these two candidate regions for inhibitory neuron-specific promoters involved both Dlx-binding sites. In addition, we prepared an additional candidate consisting of a 2 kb sequence upstream of the first ATG codon of Gad2 [mGAD65(− 2000)], which lacked one Dlx target sequence (Region i) [mGAD65(− 2000)] (Fig. 1a). These three promoter regions were subcloned into the pAAV expression plasmid. BBB-penetrating AAV-PHP.eB expressing GFP under the control of one of the three promoter candidates was produced and intravenously injected into mature mice.
Three weeks after the viral injection, cerebral sections were produced, immunostained for CaMKII, an excitatory neuron marker, and examined by confocal microscopy. All three promoter candidates expressed robust GFP in cortical cells, but we found numerous CaMKII-positive excitatory neurons expressing GFP in cerebral slices from mice treated with AAV-PHP.eB carrying mGAD65(− 3000) and mGAD65(− 2000) (Fig. 1b). Quantitative analysis revealed 15–20% of GFP-labeled cells as CaMKII-positive excitatory neurons (Fig. 1c). In contrast, no GFP-labeled cells expressed CaMKII in the slices that expressed GFP under the control of mGAD65(delE1) (Fig. 1b, c). To examine whether the GFP ( +) cells expressed GABA, the sections were immunolabeled for GABA. As shown in Additional file 1: Figure S1, cells expressing GFP by mGAD65(delE1) were co-immunolabeled for GABA. We assessed 89 GFP ( +) cells from 2 sections and found 87 cells (97.8%) that were co-immunolabeled for GABA. With these promising findings, we focused on mGAD65(delE1) (called mGAD65 promoter hereafter) for further characterization.
Efficient transduction throughout the brain after intravenous infusion of AAV-PHP.B carrying the mGAD65 promoter
To examine whether the mGAD65 promoter works exclusively in inhibitory neurons, we injected the vesicular GABA transporter (VGAT)-BAC-based tdTomato-expressing mice (VGAT-tdTomato mice) with AAV-PHP.B-expressing GFP under the control of the mGAD65 promoter or mDlx enhancer (100 μL, 5.0 × 1013 viral genome/mL) (Fig. 2a). Because the VGAT-tdTomato mice expressed tdTomato specifically in inhibitory interneurons throughout the central nervous system (CNS) [18], we determined whether the transduced (GFP-expressing) cells were inhibitory GABAergic neurons without immunohistochemistry. The mice were sacrificed 3 weeks after viral injection. Fluorescent stereomicroscopy of the whole brain (Fig. 2b, left two images) showed robust transduction throughout the brain by the mGAD65 promoter, in contrast to the forebrain-restricted transduction by the mDlx enhancer. We measured GFP fluorescence intensity in the cerebral region (forebrain) and cerebellar cortex (hindbrain). The statistical analysis (two-way ANOVA for repeated measures, followed by Bonferroni's post hoc test) of GFP fluorescence intensities of the mGAD65 promoter and mDlx enhancer revealed no difference in the cerebral cortex (p > 0.9999), whereas there was a significant difference in the cerebellar cortex (p < 0.0001) (Fig. 2b, right graph). Subsequently, we obtained sagittal sections of virally treated brains (Fig. 2c, d). Enlarged images confirmed efficient GFP expression in both the cerebral and cerebellar cortices under the control of the mGAD65 promoter (Fig. 2e, f). Similar GFP expression was observed in the cerebral cortex, but not in the cerebellar cortex, in mice expressing GFP under the control of the mDlx enhancer (Fig. 2g, h).
Inhibitory neuron-specific transduction by the mGAD65 promoter in the cerebral cortex
We subsequently examined the specificity and efficacy of the mGAD65 promoter in inhibitory neurons. Low-power fields of the motor cortex showed an overlap of GFP with tdTomato in VGAT-tdTomato mice treated with AAV-PHP.B-expressing GFP under the control of mGAD65 (Fig. 3a), similar to those expressing GFP under the control of the mDlx enhancer (Fig. 3b). High-magnification images by confocal microscopy confirmed that the mGAD65 promoter and mDlx enhancer similarly expressed GFP in tdTomato-positive GABAergic interneurons in VGAT-tdTomato mice (arrows in Fig. 3c, d). Quantitative analysis showed that more than 95% of cells expressing GFP under the control of the mGAD65 promoter were co-labeled with tdTomato (95.5 ± 0.7%, n = 6 mice), whereas a significantly lower proportion of neurons expressing GFP under the control of the mDlx enhancer was tdTomato positive (88.3 ± 1.3%, n = 5 mice, p = 0.0007 by unpaired t-test) (Fig. 3e). The transduction efficiency of GABAergic neurons was assessed using the ratios of GFP and tdTomato double-labeled cells to tdTomato-positive interneurons. There was no significant difference in the transduction efficiencies of the mGAD65 promoter (60.1 ± 2.1%, n = 6 mice) and the mDlx enhancer (56.5% ± 6.0%, n = 5 mice) (p = 0. 55 by unpaired t-test) (Fig. 3f).
PV (+) neuron-preferential transduction by AAV-PHP.B carrying the mGAD65 promoter
A previous study demonstrated that mDlx enhancer transduced PV ( +) neurons and SST ( +) neurons in proportions that corresponded to their natural distributions [16]. We explored the transduced interneuron subtypes and their ratios to the total transduced cells using immunohistochemistry. Wild-type mice received intravenous infusions of AAV-PHP.B expressing GFP under the control of the mGAD65 promoter (Fig. 4a). Cerebral sections of the mice were prepared 3 weeks after viral injection, followed by immunolabeling for PV and SST. Confocal laser-scanning microscopy revealed the presence of numerous GFP-expressing neurons co-immunolabeled with PV or SST (Fig. 4b). We quantitatively assessed the ratios of PV ( +) or SST ( +) neurons to GFP-expressing neurons in the motor cortex. The results showed that PV ( +) neurons accounted for approximately 60% of the GFP-expressing neurons; SST ( +) neurons accounted for only 13% (Fig. 4c). The natural abundance of PV ( +) and SST ( +) neurons within the same region (motor cortex) of non-injected naïve VGAT-tdTomato mice, which were similarly determined by immunohistochemistry, were 40% and 20%, respectively (Fig. 4d). Thus, AAV-PHP.B carrying the mGAD65 promoter likely transduced PV ( +) neurons more preferentially than other GABAergic neuron classes, including SST ( +) neurons. Statistical analysis confirmed a significantly higher ratio of transduced PV ( +) neurons (60%) to all GFP-expressing cells than the natural distribution ratio of PV ( +) neurons (40%) to total GABAergic neurons (two-way ANOVA, with Bonferroni’s multiple comparison tests, p < 0.0001). To confirm the preferential transduction of PV ( +) neurons by the mGAD65 promoter, we examined the proportion of GFP-expressing cells in PV ( +) or SST ( +) neurons. The results showed that the majority (about 90%) of PV ( +) neurons expressed GFP, whereas GFP-expressing SST ( +) neurons accounted for only half (~ 50%) of the total SST ( +) neurons (Fig. 4e).
Significant transduction of chandelier cells by the mGAD65 promoter
Careful observation of the transduction profile of the prefrontal cortex revealed the presence of numerous vertical dotted lines of GFP in sections transduced by the mGAD65 promoter, but not by the mDlx enhancer (Fig. 3c, d). These structures likely corresponded with axon terminals of chandelier cells (also called cartridges), which are synaptic boutons, on the AIS of pyramidal neurons [30, 31]. To verify this, brain sections expressing GFP under the control of the mGAD65 promoter or mDlx enhancer were immunostained for ankyrin G, a marker of AIS. Confocal microscopy showed numerous vertical bead-like structures of GFP along with ankyrin G immunoreactivity in the prefrontal and motor cortex transduced by the mGAD65 promoter (Fig. 5a, c), whereas the vertical GFP-labeled boutons along the ankyrin G were not obvious in the brain section transduced by the mDlx enhancer (Fig. 5b, d). These results indicate that the bead-like structures, which were clearly observed in the cortical sections transduced by the mGAD65 promoter, were chandelier-cell cartridges along the AIS.
To examine whether the mGAD65 promoter transduced chandelier cells more efficiently than that by the mDlx enhancer, we quantitatively evaluated GFP ( +) cartridges in contact with AISs. A previous study showed that the majority of chandelier cells form 3–5 axo-axonic synapses on a single AIS, and one AIS is innervated by an average of ~ 3.8 chandelier cells [30]. Thus, we examined (1) whether randomly selected AISs were labeled with GFP ( +) boutons and (2) the number of GFP ( +) boutons per AIS to estimate the number of transduced chandelier cells innervating the AIS (more transduced chandelier cells are associated with more GFP-labeled cartridges, likely resulting in more GFP ( +) boutons on the AIS).
We randomly chose 2 visual fields from layers 2 to 3 of the prefrontal cortex (total of 6 visual fields from 3 mice) and examined the presence or absence of GFP boutons along the AIS stained with ankyrin G. AISs in mice treated with AAV-PHP.B carrying the mGAD65 promoter tended to be more frequently labeled with GFP boutons (87.9 ± 9.8%) than those in mice treated with AAV-PHP.B carrying the mDlx enhancer (68.8 ± 12.5%) (Fig. 5e). Due to the large variance, however, the findings did not exhibit a statistically significant difference (p = 0.2564 on unpaired t-test). Next, we examined the number of GFP ( +) boutons per AIS and found significantly more GFP ( +) boutons per AIS in mice treated with AAV-PHP.B carrying the mGAD65 promoter (7.9 ± 0.6 boutons per AIS, n = 45 axons) than those in mice treated with AAV-PHP.B carrying the mDlx enhancer (3.3 ± 0.5 boutons per AIS, n = 43 axons) (p < 0.0001 on unpaired t-test) (Fig. 5f), suggesting that the mGAD65 promoter transduced significantly more chandelier cells than those by the mDlx enhancer.
To further confirm that the mGAD65 promoter transduced chandelier cells more robustly than the mDlx enhancer, we intravenously injected wild-type mice with a mixture of AAV-PHP.B expressing different fluorescent proteins. The mixture included AAV-PHP.B expressing GFP under the control of the mGAD65 promoter (AAV-GFP) and that expressing tdTomato under the control of the mDlx enhancer (AAV-tdTomato) with the same titer (5.0 × 1012 vg) (Additional file 2: Figure S2A). Three weeks after the injection of the viral mixture, brain sections were prepared and immunostained for ankyrin G. We observed numerous fluorescent protein-labeled chandelier cell cartridges under a visual field of 319.45 μm2. However, it should be noted that chandelier cells have multiple axon collaterals and cartridges, which are located at an average vertical distance of 360 μm from the parent soma and an average horizontal distance of 241 μm [30]. Thus, the majority of fluorescent protein-labeled cartridges present within the same visual field likely originated from the same chandelier cell. To assess cartridges from different chandelier cells, we examined only one cartridge within one randomly selected visual field (319.45 μm2). We first used a green channel to select one GFP-labeled cartridge, followed by a shift to a red channel to examine the co-expression of tdTomato with GFP. We observed 39 GFP-labeled cartridges in 39 visual fields from four mice, and we found that only 14 cartridges (35.9%) were co-labeled with tdTomato; the tdTomato labeling was smaller and less bright (Additional file 2: Figure S2B, C). Conversely, we used a red channel to select one tdTomato-labeled cartridge and shifted to a green channel to verify the co-expression of GFP with tdTomato. The results showed that more than 70% of tdTomato-marked cartridges were robustly co-labeled with GFP (16 cells in 22 cells from 4 mice, p = 0.0041 by unpaired t-test) (Additional file 2: Figure S2C). Certainly, we cannot rule out that the tdTomato signal was simply weaker than that of GFP under our experimental conditions. However, the brightness (product of the extinction coefficient and quantum yield) of tdTomato was 2.8 times higher than that of GFP [32], and thus, it would be reasonable to presume that the mGAD65 promoter has greater promoter activity than the mDlx promoter in chandelier cells.
Interneuron-specific transduction in the cerebellar cortex by the GAD65 promoter
We examined cerebellar slices from VGAT-tdTomato mice that received intravenous infusions of AAV-PHP.B expressing GFP under the control of the mGAD65 promoter or mDlx enhancer. The mice were sacrificed three weeks after the viral injection, and cerebellar slices were immunostained for calbindin, a marker for Purkinje cells. In contrast to the lack of GFP expression by the mDlx enhancer (Fig. 6b), highly efficient GFP expression was observed in mice treated with AAV-PHP.B carrying the mGAD65 promoter (Fig. 6a). GFP expression was almost completely matched with tdTomato expression. When examined in lobule 8, approximately 80% of tdTomato-labeled interneurons expressed GFP in the molecular layer, and approximately 10% of tdTomato-labeled interneurons expressed GFP in the granule cell layer (Fig. 6c). GFP-expressing Purkinje cells were barely detectable. Quantitative analysis showed that only 1% of Purkinje cells in the cerebellar cortex expressed GFP (Fig. 6d). GFP-positive cells in the granule cell layer were thought to be Golgi interneurons. To prove this, the slices were immunostained for metabotropic glutamate receptor 2 (mGluR2), a marker of Golgi cells, in the cerebellum [33]. Immunohistochemistry showed that all GFP-expressing cells in the granule cell layer expressed mGluR2 (Additional file 2: Figure S3).
Although Purkinje cells express GAD65 protein [34], the virally administered mGAD65 promoter failed to function in Purkinje cells. This may be due to the intravenous administration of AAV vectors; direct injection of AAV vectors into the cerebellar tissue increases the chance of viral entry into Purkinje cells, which likely causes Purkinje cell transduction. To verify this, we injected AAV-PHP.B expressing GFP under the control of the mGAD65 promoter into the parenchyma of the cerebellar cortex of wild-type mice. Three weeks after injection, the cerebellar sections were immunostained for calbindin. Confocal microscopy showed efficient GFP expression in molecular layer interneurons with a few cells in the granule cell layer (presumably Golgi cells); there was no GFP expression in Purkinje cells and granule cells (Additional file 2: Figure S4). These results confirm that the mGAD65 promoter serves as an interneuron-specific promoter in the cerebellar cortex.
Specific transduction of GABAergic neurons in other brain regions
Using VGAT-tdTomato mice, we examined the specificity of the mGAD65 promoter in brain regions other than the cerebral and cerebellar cortices. Confocal microscopy showed colocalization of GFP with tdTomato in various brain regions such as the caudate-putamen, CA1 region of the hippocampus, anterior interposed nucleus, superior vestibular nucleus, and retina (Additional file 2: Figure S5). These results suggest that the mGAD65 promoter functions as a GABAergic neuron-specific promoter in broad CNS regions.
Recording of Ca2+ activities in GABAergic interneurons of the motor cortex using the mGAD65 promoter
Next, we examined whether our GABAergic neuron-specific gene expression method using the mGAD65 promoter would function for another useful protein, which is G-CaMP7.09, a genetically encoded fluorescent calcium indicator [26]. Generally, viral expression of G-CaMP is much less efficient than GFP, and we adopted the direct AAV injection method to increase the titer of the viral solution exposed to target neurons and attain a stable and sufficient expression of G-CaMP in the motor cortex. VGAT-tdTomato mice were used in this experiment, and we confirmed that all the recorded Ca2+ activities in this experiment originated from GABAergic neurons by checking the colocalization of G-CaMP signals with tdTomato signals (Fig. 7a-d). Three weeks after the injection, G-CaMP was stably expressed in the motor cortex, and most of the transduced cells were tdTomato-positive. In some cells, spontaneous Ca2+ activity was successfully observed in cellular structures such as somas (Fig. 7a and b), axons (Fig. 7b), and puncta (putatively synaptic terminals) (Fig. 7c and d) (Additional file 3: Movie S1). The Ca2+ signals from small and fine structures of G-CaMP-positive cells were usually small and had compromised signal-to-noise ratios; therefore, the quantification of the Ca2+ signals in the subsequent analysis was performed using the data recorded from soma-like structures of G-CaMP-positive cells (Fig. 7a and b). When G-CaMP-positive neurons were stimulated using the bath application of 10 µM glutamate (which mimicked exogenous mild excitatory inputs to all the neurons in a brain slice) or a high K+ solution (which causes depolarization of all the neurons in the slice), Ca2+ signals (values of ∆F/Fbase) increased robustly (Fig. 7e and f, ∆F/Fbase peak, Glu: 0.43 ± 0.07, n = 94 cells from 3 mice; high K: 1.18 ± 0.13, n = 126 cells from 3 mice) although the peak amplitude of the values was quite variable in the recorded cells. Collectively, these results suggest that the functional Ca2+ indicator G-CaMP proteins are successfully expressed in GABAergic interneurons in the motor cortex using our method. Thus, we conclude that our AAV-mediated GABAergic neuron-specific gene expression method is also applicable to the expression of a functional gene.
Discussion
We found that a 2.5 kb genomic region upstream of exon 1 of the mouse Gad2 gene (encoding GAD65 protein) served as an inhibitory neuron-specific promoter and that the promoter enabled us to express a functional gene in GABAergic neurons (e.g., to perform Ca2+ imaging in inhibitory neurons). In the cerebral cortex, the mGAD65 promoter transduced PV ( +) neurons preferentially compared to other cortical interneuron types. Notably, chandelier cells were transduced more by the mGAD65 promoter than by the mDlx enhancer.
DLX1/2 are core elements in the gene regulatory network and play critical roles in PV ( +) neuron specification [5]. However, a study using mature mice (postnatal day [P] 30) showed undetectable levels of Dlx1 expression, in contrast to the persistent expression of Dlx2, in PV ( +) neurons, and only DLX2 was sufficient to drive Gad1, Gad2, and Vgat expression in mature mice [28]. DLX1/2 was shown to bind to the TAAT/ATTA motifs, a core sequence for homeodomain protein binding, which is located in region i and region ii in the mGAD65 promoter (Fig. 1a) [29]. Thus, in this study, the virally delivered mGAD65 promoter was likely activated in adult cortical interneurons by endogenous DLX2 binding to the motifs (region i and region ii) present in the mGAD65 promoter. Interestingly, the addition of Gad2 exon 1 upstream of the first ATG codon to the mGAD65 promoter also conferred promoter activity on excitatory pyramidal neurons (Fig. 1). Binding of some transcription factor(s) to the additional sequence may activate the promoter in pyramidal neurons. Indeed, this ~ 500 bp region of exon 1 was shown to contain two consensus sequences of the cyclic AMP-responsive element (CRE) [35].
Dlx5/6 genes have an inverted orientation relative to one another, and they share two intergenic enhancers in the 10 kb noncoding intergenic region 3′ to each of them [22]. We used the upstream enhancer, which is referred to as I56i [21] or mI56i, specifically bound to by both DLX1 and DLX2, as mDlx enhancers [22]. Studies using in situ hybridization and LacZ expression from the Dlx6 locus showed that expression of the Dlx6 gene was undetectable in adult cortical interneurons, while the Dlx5-GFP BAC transgenic mice showed robust GFP expression among different interneuron populations including PV ( +), SST ( +), neuropeptide Y( +), and calretinin( +) interneurons in the adult (P60) somatosensory cortex [36]. These results suggest that DLX5, but not DLX6, is expressed in adult mouse cortical interneurons. Thus, the mDlx enhancer, which is delivered to the mouse brain by AAV vectors, is thought to be activated by transcription factor(s) that regulate Dlx5 expression in adult cortical interneurons. Major PV ( +) neurons are basket cells, while chandelier cells account for only a minor population [5]. Although there are no reports on the expression levels of DLX5 in mature mouse chandelier cells, weak transduction of chandelier cells by virally introduced mDlx enhancer, relative to the mGAD65 promoter (Fig. 5 and Supplementary Fig. 2), may reflect modest or only limited levels of DLX5 expression in chandelier cells.
Both GAD67 and GAD65 can synthesize the transmitter GABA. However, the two GAD isoforms have different intracellular distributions and play distinct roles. GAD65, which targets membranes and nerve endings, is likely associated with the vesicular release of GABA, while GAD67 is more widely distributed in cells, and it appears to synthesize most cytoplasmic GABA [37]. Like other cortical interneurons, chandelier cells also have GABAergic synapses with excitatory pyramidal neurons. Thus, chandelier cells synthesize GAD65 for vesicular GABA release from nerve endings. Accordingly, it is reasonable to suppose that the virally delivered mGAD65 promoter is activated in chandelier cells and drives the expression of a transgene.
Interestingly, the mGAD65 promoter was not activated in Purkinje cells, which are typical GABAergic neurons, in the cerebellar cortex, although immunohistochemistry and in situ hybridization of adult rat cerebellum revealed the expression of GAD65 protein as well as GAD65 mRNA in Purkinje cells [34]. So far, the reason for the absence of mGAD65 promoter activity in Purkinje cells remains unknown. Notably, GAD65 mRNA is not detectable until P7 in Purkinje cells [38], and neither Dlx2 mRNA nor DLX2 protein is expressed in the adult mouse cerebellum [39]. Thus, unlike cortical interneurons, Gad2 expression in Purkinje cells may be regulated by a postnatally upregulated transcription factor (other than DLX2), which triggers Gad2 expression upon binding to a region outside of the mGAD65 promoter sequence.
For cerebellar cell-type-specific promoters available with viral vectors, previous studies identified the Purkinje cell-specific L7-6 promoter [13] and astrocyte-specific Gfap promoter [12, 40]. Although no cerebellar interneuron-specific promoter is currently available, the present study proposes the mGAD65 promoter as an interneuron-specific promoter when AAV vectors are directly injected into the cerebellar cortex. Thus, AAV vectors expressing a transgene under the control of the mGAD65 promoter would be useful for studying the pathophysiological roles of cerebellar interneurons and their influence on cerebellar function.
Supplementary Information
Acknowledgements
The authors thank Asako Ohnishi, Nobue Mc Cullough, and Ayako Sugimoto for AAV vector production, Junko Sugi for the preparation of retinal slices and Junko Sugiyama for raising the mice.
Abbreviations
- GABA
Gamma-aminobutyric acid
- Dlx/DLX
Distal-less homeobox
- AAV
Adeno-associated virus
- kb
Kilo base
- GAD
Glutamic acid decarboxylase
- PV
Parvalbumin
- SST
Somatostatin
- 5HT3aR
5-Hydroxytryptamine type 3A receptor
- VIP
Vasoactive intestinal peptide
- AISs
Axon initial segments
- GFAP
Glial fibrillary acidic protein
- CaMKII
Ca2+/calmodulin-dependent protein kinase II
- BBB
Blood–brain barrier
- GFP
Green fluorescent protein
- VGAT
Vesicular GABA transporter
- WPRE
Woodchuk hepatitis virus posttranscriptional regulatory element
- HEK293T
Human embryonic kidney cells 293 cells expressing mutant version of SV40 large T antigen
- SV40
Simian virus40
- D-PBS
Dulbecco’s phosphate-buffered saline
- PCR
Polymerase chain reaction
- qPCR
Quantitative real-time polymerase chain reaction
- BW
Bodyweight
- Vg
Viral genome
- mGluR2
Metabotropic glutamate receptor 2
- ChIP
Chromatin immunoprecipitation
- DNA
Deoxyribonucleic acid
- bp
Base pair
- ITR
Inverted terminal repeat
- delE1
Deletion exon1
- cDNA
Complementary deoxyribonucleic acid
- CNS
Central nervous system
- ANOVA
Analysis of variance
- CA1
Cornu ammonis 1 of hippocampus
- P
Postnatal day
- CRE
Cyclic AMP-responsive element
- LacZ
Bacterial beta-galactosidase gene
- BAC
Bacterial artificial chromosome
- SEM
Standard error of the mean
- I.V.
Intravenous
- RFP
Red fluorescent protein
- ML
Molecular layer
- GCL
Granule cell layer
- IHC
Immunohistochemistry
- IntA
Anterior interposed nucleus
- SuVe
Superior vestibular nucleus
- G-CaMP
Fluorescent calcium indicator G-CaMP7.09
- M1
Primary motor cortex
- M2
Secondary motor cortex
- Glu
Glutamate
- ROI
Region of interest
Authors’ contributions
Conceptualization, CH, AK, HH; Methodology, CH, AK, HH; Investigation, CH, AK, NH, RK, RM; Experimental Materials, RK, JN; Writing – Original Draft, CH, AK, RK, HH; Writing – Review & Editing, CH, AK, NH, RK, HH; Supervision, HH. All authors read and approved the final manuscript.
Funding
This work was supported by the Japan Society for the Promotion of Science (JSPS) KAKENHI Grants (Number 16K15477, and 18H02521), grants from the program for Brain Mapping by Integrated Neurotechnologies for Disease Studies (Brain/MINDS) from the Japan Agency for Medical Research and Development (AMED) (grant number JP20dm0207057), and grants from Research on Measures for Intractable Diseases (Ataxic Diseases and Neurodegenerative Diseases) from the Ministry of Health, Labour, and Welfare (to H. Hirai). This work was also supported by JSPS KAKENHI, Grant Number 19K06899 (to A. Konno).
Availability of data and materials
All data generated or analyzed during this study are included in this published article and its supplementary information files. Please contact the authors of the materials.
Ethics approval and consent to participate
All procedures for the care and treatment of animals were performed according to the Japanese Act on the Welfare and Management of Animals, and the Guidelines for Proper Conduct of Animal Experiments as issued by the Science Council of Japan. The experimental protocol was approved by the Institutional Committee of Gunma University (No. 18–019; 19–028).
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Chiaki Hoshino and Ayumu Konno contributed equally to this work
Contributor Information
Chiaki Hoshino, Email: m15201088@gunma-u.ac.jp.
Ayumu Konno, Email: konnoa@gunma-u.ac.jp.
Nobutake Hosoi, Email: nhosoi@gunma-u.ac.jp.
Ryosuke Kaneko, Email: rkaneko@fbs.osaka-u.ac.jp.
Ryo Mukai, Email: ryohmukai@gmail.com.
Junichi Nakai, Email: junichi.nakai.a5@tohoku.ac.jp.
Hirokazu Hirai, Email: hirai@gunma-u.ac.jp.
Supplementary Information
The online version contains supplementary material available at 10.1186/s13041-021-00746-1.
References
- 1.Rudy B, Fishell G, Lee S, Hjerling-Leffler J. Three groups of interneurons account for nearly 100% of neocortical GABAergic neurons. Dev Neurobiol. 2011;71(1):45–61. doi: 10.1002/dneu.20853. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Swanson OK, Maffei A. From hiring to firing: activation of inhibitory neurons and their recruitment in behavior. Front Mol Neurosci. 2019;12:168. doi: 10.3389/fnmol.2019.00168. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Tremblay R, Lee S, Rudy B. GABAergic interneurons in the neocortex: from cellular properties to circuits. Neuron. 2016;91(2):260–292. doi: 10.1016/j.neuron.2016.06.033. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Feldmeyer D, Qi G, Emmenegger V, Staiger JF. Inhibitory interneurons and their circuit motifs in the many layers of the barrel cortex. Neuroscience. 2018;368:132–151. doi: 10.1016/j.neuroscience.2017.05.027. [DOI] [PubMed] [Google Scholar]
- 5.Lim L, Mi D, Llorca A, Marín O. Development and functional diversification of cortical interneurons. Neuron. 2018;100(2):294–313. doi: 10.1016/j.neuron.2018.10.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Hattori R, Kuchibhotla KV, Froemke RC, Komiyama T. Functions and dysfunctions of neocortical inhibitory neuron subtypes. Nat Neurosci. 2017;20(9):1199–1208. doi: 10.1038/nn.4619. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Inan M, Anderson SA. The chandelier cell, form and function. Curr Opin Neurobiol. 2014;26:142–148. doi: 10.1016/j.conb.2014.01.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Letzkus JJ, Wolff SB, Lüthi A. Disinhibition, a circuit mechanism for associative learning and memory. Neuron. 2015;88(2):264–276. doi: 10.1016/j.neuron.2015.09.024. [DOI] [PubMed] [Google Scholar]
- 9.Gonzalez-Burgos G, Cho RY, Lewis DA. Alterations in cortical network oscillations and parvalbumin neurons in schizophrenia. Biol Psychiat. 2015;77(12):1031–1040. doi: 10.1016/j.biopsych.2015.03.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Marín O. Interneuron dysfunction in psychiatric disorders. Nat Rev Neurosci. 2012;13(2):107–120. doi: 10.1038/nrn3155. [DOI] [PubMed] [Google Scholar]
- 11.Matsuzaki Y, Oue M, Hirai H. Generation of a neurodegenerative disease mouse model using lentiviral vectors carrying an enhanced synapsin I promoter. J Neurosci Methods. 2014;223:133–143. doi: 10.1016/j.jneumeth.2013.12.004. [DOI] [PubMed] [Google Scholar]
- 12.Shinohara Y, Konno A, Takahashi N, Matsuzaki Y, Kishi S, Hirai H. Viral vector-based dissection of marmoset GFAP promoter in mouse and marmoset brains. PLoS ONE. 2016;11(8):e0162023. doi: 10.1371/journal.pone.0162023. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Nitta K, Matsuzaki Y, Konno A, Hirai H. Minimal Purkinje Cell-Specific PCP2/L7 Promoter Virally Available for Rodents and Non-human Primates. Mol Therapy Methods Clin Dev. 2017;6:159–170. doi: 10.1016/j.omtm.2017.07.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Nassi JJ, Avery MC, Cetin AH, Roe AW, Reynolds JH. Optogenetic activation of normalization in alert macaque visual cortex. Neuron. 2015;86(6):1504–1517. doi: 10.1016/j.neuron.2015.05.040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Tye KM, Prakash R, Kim SY, Fenno LE, Grosenick L, Zarabi H, Thompson KR, Gradinaru V, Ramakrishnan C, Deisseroth K. Amygdala circuitry mediating reversible and bidirectional control of anxiety. Nature. 2011;471(7338):358–362. doi: 10.1038/nature09820. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Dimidschstein J, Chen Q, Tremblay R, Rogers SL, Saldi GA, Guo L, Xu Q, Liu R, Lu C, Chu J, et al. A viral strategy for targeting and manipulating interneurons across vertebrate species. Nat Neurosci. 2016;19(12):1743–1749. doi: 10.1038/nn.4430. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Lee AT, Vogt D, Rubenstein JL, Sohal VS. A class of GABAergic neurons in the prefrontal cortex sends long-range projections to the nucleus accumbens and elicits acute avoidance behavior. J Neurosci. 2014;34(35):11519–11525. doi: 10.1523/JNEUROSCI.1157-14.2014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Kaneko R, Takatsuru Y, Morita A, Amano I, Haijima A, Imayoshi I, Tamamaki N, Koibuchi N, Watanabe M, Yanagawa Y. Inhibitory neuron-specific Cre-dependent red fluorescent labeling using VGAT BAC-based transgenic mouse lines with identified transgene integration sites. J Comp Neurol. 2018;526(3):373–396. doi: 10.1002/cne.24343. [DOI] [PubMed] [Google Scholar]
- 19.Deverman BE, Pravdo PL, Simpson BP, Kumar SR, Chan KY, Banerjee A, Wu WL, Yang B, Huber N, Pasca SP, et al. Cre-dependent selection yields AAV variants for widespread gene transfer to the adult brain. Nat Biotechnol. 2016;34(2):204–209. doi: 10.1038/nbt.3440. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Chan KY, Jang MJ, Yoo BB, Greenbaum A, Ravi N, Wu WL, Sánchez-Guardado L, Lois C, Mazmanian SK, Deverman BE, et al. Engineered AAVs for efficient noninvasive gene delivery to the central and peripheral nervous systems. Nat Neurosci. 2017;20(8):1172–1179. doi: 10.1038/nn.4593. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Zhou QP, Le TN, Qiu X, Spencer V, de Melo J, Du G, Plews M, Fonseca M, Sun JM, Davie JR, et al. Identification of a direct Dlx homeodomain target in the developing mouse forebrain and retina by optimization of chromatin immunoprecipitation. Nucleic Acids Res. 2004;32(3):884–892. doi: 10.1093/nar/gkh233. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Zerucha T, Stühmer T, Hatch G, Park BK, Long Q, Yu G, Gambarotta A, Schultz JR, Rubenstein JL, Ekker M. A highly conserved enhancer in the Dlx5/Dlx6 intergenic region is the site of cross-regulatory interactions between Dlx genes in the embryonic forebrain. J Neurosci. 2000;20(2):709–721. doi: 10.1523/JNEUROSCI.20-02-00709.2000. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Matsuzaki Y, Konno A, Mochizuki R, Shinohara Y, Nitta K, Okada Y, Hirai H. Intravenous administration of the adeno-associated virus-PHPB capsid fails to upregulate transduction efficiency in the marmoset brain. Neurosci Lett. 2018;665:182–188. doi: 10.1016/j.neulet.2017.11.049. [DOI] [PubMed] [Google Scholar]
- 24.Thévenaz P, Unser M. User-friendly semiautomated assembly of accurate image mosaics in microscopy. Microsci Res Tech. 2007;70(2):135–146. doi: 10.1002/jemt.20393. [DOI] [PubMed] [Google Scholar]
- 25.Shuvaev AN, Hosoi N, Sato Y, Yanagihara D, Hirai H. Progressive impairment of cerebellar mGluR signalling and its therapeutic potential for cerebellar ataxia in spinocerebellar ataxia type 1 model mice. J Physiol. 2017;595(1):141–164. doi: 10.1113/JP272950. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Shiba Y, Gomibuchi T, Seto T, Wada Y, Ichimura H, Tanaka Y, Ogasawara T, Okada K, Shiba N, Sakamoto K, et al. Allogeneic transplantation of iPS cell-derived cardiomyocytes regenerates primate hearts. Nature. 2016;538(7625):388–391. doi: 10.1038/nature19815. [DOI] [PubMed] [Google Scholar]
- 27.Erlander MG, Tillakaratne NJ, Feldblum S, Patel N, Tobin AJ. Two genes encode distinct glutamate decarboxylases. Neuron. 1991;7(1):91–100. doi: 10.1016/0896-6273(91)90077-D. [DOI] [PubMed] [Google Scholar]
- 28.Pla R, Stanco A, Howard MA, Rubin AN, Vogt D, Mortimer N, Cobos I, Potter GB, Lindtner S, Price JD, et al. Dlx1 and Dlx2 Promote Interneuron GABA Synthesis, Synaptogenesis, and Dendritogenesis. Cerebral cortex. 2018;28(11):3797–3815. doi: 10.1093/cercor/bhx241. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Le TN, Zhou QP, Cobos I, Zhang S, Zagozewski J, Japoni S, Vriend J, Parkinson T, Du G, Rubenstein JL, et al. GABAergic interneuron differentiation in the basal forebrain is mediated through direct regulation of glutamic acid decarboxylase isoforms by Dlx Homeobox transcription factors. J Neurosci. 2017;37(36):8816–8829. doi: 10.1523/JNEUROSCI.2125-16.2017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Inan M, Blázquez-Llorca L, Merchán-Pérez A, Anderson SA, DeFelipe J, Yuste R. Dense and overlapping innervation of pyramidal neurons by chandelier cells. J Neurosci. 2013;33(5):1907–1914. doi: 10.1523/JNEUROSCI.4049-12.2013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Somogyi P. A specific 'axo-axonal' interneuron in the visual cortex of the rat. Brain Res. 1977;136(2):345–350. doi: 10.1016/0006-8993(77)90808-3. [DOI] [PubMed] [Google Scholar]
- 32.Shaner NC, Campbell RE, Steinbach PA, Giepmans BN, Palmer AE, Tsien RY. Improved monomeric red, orange and yellow fluorescent proteins derived from Discosoma sp. red fluorescent protein. Nat Biotechnol. 2004;22(12):1567–1572. doi: 10.1038/nbt1037. [DOI] [PubMed] [Google Scholar]
- 33.Neki A, Ohishi H, Kaneko T, Shigemoto R, Nakanishi S, Mizuno N. Metabotropic glutamate receptors mGluR2 and mGluR5 are expressed in two non-overlapping populations of Golgi cells in the rat cerebellum. Neuroscience. 1996;75(3):815–826. doi: 10.1016/0306-4522(96)00316-8. [DOI] [PubMed] [Google Scholar]
- 34.Esclapez M, Tillakaratne NJ, Kaufman DL, Tobin AJ, Houser CR. Comparative localization of two forms of glutamic acid decarboxylase and their mRNAs in rat brain supports the concept of functional differences between the forms. J Neurosci. 1994;14(3 Pt 2):1834–1855. doi: 10.1523/JNEUROSCI.14-03-01834.1994. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Makinae K, Kobayashi T, Kobayashi T, Shinkawa H, Sakagami H, Kondo H, Tashiro F, Miyazaki J, Obata K, Tamura S, et al. Structure of the mouse glutamate decarboxylase 65 gene and its promoter: preferential expression of its promoter in the GABAergic neurons of transgenic mice. J Neurochem. 2000;75(4):1429–1437. doi: 10.1046/j.1471-4159.2000.0751429.x. [DOI] [PubMed] [Google Scholar]
- 36.Wang Y, Dye CA, Sohal V, Long JE, Estrada RC, Roztocil T, Lufkin T, Deisseroth K, Baraban SC, Rubenstein JL. Dlx5 and Dlx6 regulate the development of parvalbumin-expressing cortical interneurons. J Neurosci. 2010;30(15):5334–5345. doi: 10.1523/JNEUROSCI.5963-09.2010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Soghomonian JJ, Martin DL. Two isoforms of glutamate decarboxylase: why? Trends Pharmacol Sci. 1998;19(12):500–505. doi: 10.1016/S0165-6147(98)01270-X. [DOI] [PubMed] [Google Scholar]
- 38.Greif KF, Erlander MG, Tillakaratne NJ, Tobin AJ. Postnatal expression of glutamate decarboxylases in developing rat cerebellum. Neurochem Res. 1991;16(3):235–242. doi: 10.1007/BF00966086. [DOI] [PubMed] [Google Scholar]
- 39.Saino-Saito S, Berlin R, Baker H. Dlx-1 and Dlx-2 expression in the adult mouse brain: relationship to dopaminergic phenotypic regulation. J Comp Neurol. 2003;461(1):18–30. doi: 10.1002/cne.10611. [DOI] [PubMed] [Google Scholar]
- 40.Shinohara Y, Konno A, Nitta K, Matsuzaki Y, Yasui H, Suwa J, Hiromura K, Hirai H. Effects of neutralizing antibody production on AAV-PHPB-mediated transduction of the mouse central nervous system. Mol Neurobiol. 2019;56(6):4203–4214. doi: 10.1007/s12035-018-1366-4. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All data generated or analyzed during this study are included in this published article and its supplementary information files. Please contact the authors of the materials.