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Research Articles, Systems/Circuits

Reciprocal Lateral Hypothalamic and Raphe GABAergic Projections Promote Wakefulness

Mary Gazea, Szabina Furdan, Péter Sere, Lukas Oesch, Benedek Molnár, Giuseppe Di Giovanni, Lief E. Fenno, Charu Ramakrishnan, Joanna Mattis, Karl Deisseroth, Susan M. Dymecki, Antoine R. Adamantidis and Magor L. Lőrincz
Journal of Neuroscience 2 June 2021, 41 (22) 4840-4849; https://doi.org/10.1523/JNEUROSCI.2850-20.2021
Mary Gazea
1Centre for Experimental Neurology, Department of Neurology, Inselspital, University Hospital Bern, University of Bern, Bern 3010, Switzerland
2Department of Biomedical Research, Inselspital University Hospital Bern, University of Bern, Bern 3010, Switzerland
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Szabina Furdan
3Department of Physiology, Anatomy, and Neuroscience, University of Szeged, Szeged 6726, Hungary
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Péter Sere
3Department of Physiology, Anatomy, and Neuroscience, University of Szeged, Szeged 6726, Hungary
4Department of Physiology, University of Szeged, Szeged 6720, Hungary
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Lukas Oesch
2Department of Biomedical Research, Inselspital University Hospital Bern, University of Bern, Bern 3010, Switzerland
3Department of Physiology, Anatomy, and Neuroscience, University of Szeged, Szeged 6726, Hungary
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Benedek Molnár
3Department of Physiology, Anatomy, and Neuroscience, University of Szeged, Szeged 6726, Hungary
4Department of Physiology, University of Szeged, Szeged 6720, Hungary
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Giuseppe Di Giovanni
5Neurosci ence Division, School of Bioscience, Cardiff University, Cardiff CF10 3AX, United Kingdom
6Department of Physiology and Biochemistry, University of Malta, MSD 2080, Malta
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Lief E. Fenno
7Departments of Psychiatry & Behavioral Sciences and Bioengineering, Stanford University, Stanford 94305, California
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Charu Ramakrishnan
8CNC Program, Stanford University, Stanford 94305, California
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Joanna Mattis
7Departments of Psychiatry & Behavioral Sciences and Bioengineering, Stanford University, Stanford 94305, California
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Karl Deisseroth
7Departments of Psychiatry & Behavioral Sciences and Bioengineering, Stanford University, Stanford 94305, California
9Howard Hughes Medical Institute, Stanford University, Stanford 94305, California
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Susan M. Dymecki
10Department of Genetics, Harvard Medical School, Boston 02115, Massachusetts
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Antoine R. Adamantidis
1Centre for Experimental Neurology, Department of Neurology, Inselspital, University Hospital Bern, University of Bern, Bern 3010, Switzerland
2Department of Biomedical Research, Inselspital University Hospital Bern, University of Bern, Bern 3010, Switzerland
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Magor L. Lőrincz
3Department of Physiology, Anatomy, and Neuroscience, University of Szeged, Szeged 6726, Hungary
4Department of Physiology, University of Szeged, Szeged 6720, Hungary
5Neurosci ence Division, School of Bioscience, Cardiff University, Cardiff CF10 3AX, United Kingdom
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Abstract

The lateral hypothalamus (LH), together with multiple neuromodulatory systems of the brain, such as the dorsal raphe nucleus (DR), is implicated in arousal, yet interactions between these systems are just beginning to be explored. Using a combination of viral tracing, circuit mapping, electrophysiological recordings from identified neurons, and combinatorial optogenetics in mice, we show that GABAergic neurons in the LH selectively inhibit GABAergic neurons in the DR, resulting in increased firing of a substantial fraction of its neurons that ultimately promotes arousal. These DRGABA neurons are wake active and project to multiple brain areas involved in the control of arousal, including the LH, where their specific activation potently influences local network activity leading to arousal from sleep. Our results show how mutual inhibitory projections between the LH and the DR promote wakefulness and suggest a complex arousal control by intimate interactions between long-range connections and local circuit dynamics.

SIGNIFICANCE STATEMENT: Multiple brain systems including the lateral hypothalamus and raphe serotonergic system are involved in the regulation of the sleep/wake cycle, yet the interaction between these systems have remained elusive. Here we show that mutual disinhibition mediated by long range inhibitory projections between these brain areas can promote wakefulness. The main importance of this work relies in revealing the interaction between a brain area involved in autonomic regulation and another in controlling higher brain functions including reward, patience, mood and sensory coding.

  • arousal
  • brain states
  • neuromodulation
  • inhibition
  • optogenetics
  • disinhibition

Introduction

Brain-wide neuronal activities are strongly modulated across sleep-wake states (Saper et al., 2010; Weber and Dan, 2016) attributable to the influence of neuromodulatory systems of the brainstem (Jones, 2020), basal forebrain (Fuller et al., 2011; Xu et al., 2015), and lateral hypothalamus (LH) (Bonnavion et al., 2016; Arrigoni et al., 2019). In this context, the LH stands both as an anatomic and a sleep-wake hub.

Various LH neuronal populations are known to modulate sleep-wake states (Saper et al., 2010; Weber and Dan, 2016), energy intake and reward (Bernardis and Bellinger, 1996; Stuber and Wise, 2016). Hypocretins/orexins (Hcrt/Ox) and Vgat-expressing neurons of the LH (LHVgat) control wakefulness (Adamantidis et al., 2007; Carter et al., 2009, 2012; Herrera et al., 2016; Venner et al., 2016). Optogenetic activation of LHVgat neurons induced rapid arousal through direct modulation of the reticular thalamus and brainstem circuits in the locus coeruleus (LC) area (Herrera et al., 2016); concomitant to an inhibition of anterior hypothalamic sleep-promoting circuits (Venner et al., 2019). In contrast, activation of MCH neurons promotes REM, and to a lesser extent NREM, sleep (Verret et al., 2003; Jego et al., 2013; Konadhode et al., 2013; Tsunematsu et al., 2014). Yet, whether and how LHVgat neurons also modulate the activity of other brainstem neuromodulatory circuits remain unclear.

LHVgat neurons are reciprocally connected to multiple brainstem nuclei (Bonnavion et al., 2016), including the dorsal raphe nucleus (DR) (Weissbourd et al., 2014). The DR is an appealing candidate for influencing sleep-wake states since its major neuromodulator serotonin rapidly influences sensory (Kapoor et al., 2016; Lottem et al., 2016), motor (Z. Liu et al., 2014; Correia et al., 2017; Seo et al., 2019), and cognitive (Miyazaki et al., 2011; Z. Liu et al., 2014; Cohen et al., 2015; Fonseca et al., 2015) functions. Importantly, the DR has been involved in the regulation of various pathophysiological functions, including depression, which is often accompanied by sleep disturbances (Lowry et al., 2008; Steiger and Pawlowski, 2019; Riemann et al., 2020). The largest fraction of DR neurons are nonserotonergic (Descarries et al., 1982), express the VGAT marker (Allers and Sharp, 2003), and project to various forebrain targets, including the LH (Bang and Commons, 2012). These DRVGAT neurons control food intake, and their activity increases in response to fasting (Nectow et al., 2017); however, their role in sleep-wake behavior remains to be examined.

Using combinatorial optogenetics and electrophysiological recordings from identified neurons, we show that LHGABA neurons selectively inhibit DRGABA neurons, resulting in disinhibition of a part of DR neurons ultimately leading to arousal. We found that DRGABA neurons are highly active during wakefulness compared with NREM and REM sleep. Selective activation of their projection to the LH area leads to wakefulness, highlighting the importance of reciprocal hypothalamus-brainstem long range circuits in the control of brain states and arousal.

Materials and Methods

All experimental procedures were performed according to the European Communities Council Directives of 1986 (86/609/EEC) and 2003 (2003/65/CE) for animal research and were approved by the Ethics Committee of the University of Szeged and University of Bern. Eighty adult (age > 2 months) male mice were used in this study.

Experimental design

Viral targeting

For in vitro recordings, AAV1-CAG-ChR2-venus-WPRE-SV40, AAV1-CAGS-flex-ChR2-tdTomato-WPRE-SV40 viruses (50-150 nl, Penn Vector Core; titer: 5 × 1012 gc/ml) were injected bilaterally in the LH (AP: −1.4 mm, ML: ±1 mm, DV: −5.0 to 5.4 mm) of WT, GAD-GFP (Tamamaki et al., 2003), or Vgat-IRES-Cre (Vong et al., 2011) mice using a nanoinjector (Nanoliter 2000, WPI) connected to a glass pipette (∼20 μm diameter) at a rate of 1 nl/s.

For in vivo optogenetic activation of LHVGAT projections to the DR, one group of Vgat-IRES-Cre mice (Vong et al., 2011) received AAV1-CAGGS-FLEX-CHR2-td tomato-SV40 or AAV2-EF1a-DIO-hChR2(H134R)-eYFP, while the second group received AAV2-EF1a-DIO-eYFP (control, all virus vectors were packaged at the Vector Core of the University of North Carolina at Chapel Hill, titers between 3 × 1012 and 5 × 1012 gc/ml). For the intersectional optogenetic activation of DR neuronal subpopulations, Vgat-IRES-Cre (Vong et al., 2011) x Pet1-Flpe (Jensen et al., 2008) double-transgenic mice received AAVdj-EF1a-Foff/Con-hChR2(H134R)-eYFP (Pet1-OFF/Vgat-ON), AAVdj-EF1a-Fon/Con-hChR2(H134R)-eYFP (Pet1-ON/Vgat-ON), or AAVdj-EF1a-eYFP (eYFP controls); 150-600 nl of each virus was injected bilaterally into the LH or into the DR (AP: −4.45, ML: +1.2, DV: −2.9 to −3.1, at a 30° angle). The virus suspension was infused with a micro-infusion pump (PHD Ultra, Harvard Apparatus) through a 28 G stainless-steel cannula (Plastic One) at a rate of 0.1 µl per minute.

Surgical procedures

Mice were anesthetized using 1%-1.5% (v/v) isoflurane, placed in a stereotaxic frame (model 900, David Kopf Instruments) on a heating pad (Supertech). For sleep studies, 8- to 10-week-old male Vgat-IRES-Cre mice were chronically implanted with an optical fiber (200 μm, 0.39 NA Core Multimode Optical Fiber, FT200EMT, TECS Clad, Thorlabs, inserted into zirconia ferrules, 1.25 mm OD; 230 µm ID, Precision Fiber product) above the DR (AP −4.45, ML 1.2, DV −2.9 from bregma at a 20° mediolateral angle), which were fixated to the skull with C&B-Metabond (Parkell). Four stainless-steel screw electrodes were inserted epidurally (two into both frontal cortices, two into parietal cortices) for the recording of EEG signals, and wire loops were sewn to both neck muscles for EMG recordings. The EEG/EMG electrodes and optic fiber were secured to the skull with dental cement (Patterson Dental). After surgical procedures, mice received appropriate postoperative care: analgesics, Rimadyl (15 mg/kg), anti-inflammatory drug, Dexafort (2 mg/kg), antibiotic, gentamicin (5 mg/kg) and were allowed to recover for 2 weeks.

In vitro electrophysiology

Mice were deeply anesthetized and perfused through the heart with ice-cold cutting solution containing the following (in mm): 93 NMDG, 2.5 KCl, 1.2 NaH2PO4, 30 NaHCO3, 20 HEPES, 25 glucose, 5 N-acetyl-L-cysteine, 5 Na-ascorbate, 3 Na-pyruvate, 10 MgSO4, and 0.5 CaCl2. The same solution was used to cut coronal brainstem slices containing the DR at 4°C and for the initial storage of slices (32°C-34°C for 12 min) following which the slices were stored in a solution containing the following (in mm): 30 NaCl, 2.5 KCl, 1.2 NaH2PO4, 1.3 NaHCO3, 20 HEPES, 25 glucose, 5 N-acetyl-L-cysteine, 5 Na-ascorbate, 3 Na-pyruvate, 3 CaCl2, and 1.5 MgSO4. For recording, slices were submerged in a chamber perfused with a warmed (34°C) continuously oxygenated (95% O2, 5% CO2) ACSF containing the following (in mm): 130 NaCl, 3.5 KCl, 1 KH2PO4, 24 NaHCO3, 1.5 MgSO4, 3 CaCl2, and 10 glucose. DR neurons were visualized using standard DIC optics and recorded in whole-cell current-clamp mode using an EPC9 amplifier (Heka Elektronik). Patch pipettes (tip resistance, 4-5 mΩ) were filled with an internal solution containing the following (in mm): 126 K-gluconate, 4 KCl, 4 ATP-Mg, 0.3 GTP-Na2, 10 HEPES, 10 creatine-phosphate, and 8 biocytin, pH 7.25; osmolarity, 275 mOsm. The liquid junction potential (−13 mV) was corrected offline. Access and series resistances were constantly monitored, and data from neurons with a >20% change from the initial value were discarded. DRGABA neuron somata in GAD-GFP mice (Tamamaki et al., 2003) were targeted under epifluorescent illumination. Photostimulation was performed through the microscope objective using a blue LED light source (0.5-0.8 mW/mm2, Thorlabs).

In vivo electrophysiology and juxtacellular labeling

To record the activity of DR neurons mice were anesthetized using 1%-1.5% (v/v) isoflurane (Forane), placed in a stereotaxic frame (model 900, David Kopf Instruments) on a heating pad (Supertech). A small craniotomy (1 mm diameter) was made over the DR (AP: −4.75 mm, ML: 0.2 mm, DV: −3.1 mm from bregma) leaving the dura mater intact. Glass electrodes (resistance: 10-25 mOhm) were filled with saline containing 1.5% biocytin (Sigma Millipore). The electrode was lowered in a 15° mediolateral angle to avoid the sagittal sinus. The activity of DR neurons was monitored using a Multiclamp 700B amplifier (Molecular Devices) operating in current-clamp mode (filtered between 100 Hz and 3 kHz). At the end of some recordings, neurons were filled with biocytin (Sigma Millipore) using 0.5-4 nA anodal current pulses of 500 ms duration, 50% duty cycle for 2-10 min as previously described (Pinault, 1996). For recording GABAergic neurons in the DR, the lateral wings were targeted, where most neurons are GABAergic (Allers and Sharp, 2003). These neurons possessed small (≤15 µm diameter) oval somata and mean baseline firing rates >5 Hz (Allers and Sharp, 2003).

Data acquisition

Before the start of the experiment, the animals were habituated to a 3-m-long fiber optic patch cord with protective tubing (Thorlabs) that was connected to the chronically implanted optical fiber with a zirconia sleeve (Precision Fiber Products) and an EEG/EMG cable for 1 week. Subsequently, a 24 h baseline polysomnographic recording was obtained without any optogenetic manipulations. EEG and EMG signals were sampled with an AM Systems 3500 amplifier at 512 Hz and digitized with a National Instruments USB X DAQ device. EEG and EMG data were recorded with the SleepScore software (View Point). All experiments took place between 10:00 A.M. and 2:00 P.M. (Zeitgeber time 3-7).

For unit recordings in freely moving animals, mice were habituated to optical patch cords and an electrode board head stage (RHD2132, Intan Technologies) for at least 4 d. Subsequently, a 24 h baseline polysomnographic recording was obtained without optogenetic manipulations to ensure that the animals recovered a normal sleep-wake cycle. Tetrode signals were acquired at 20 kHz with an open-source acquisition software (Open Ephys) via a digitizing head stage (RHD2132) and a multichannel DAQ board (Open Ephys, Intan Technologies). Opto-tagging was performed by applying short blue light pulses to the DR (10 times 5 ms pulses, every 30 s). Light-responsive cells were identified based on their spiking activity within 3 ms of the application of blue light.

EEG and EMG recordings

Sleep-wake stages were manually scored based on EEG/EMG signal characteristics as described previously (Jego et al., 2013). Briefly, wakefulness was scored when low-amplitude desynchronized EEG activity was accompanied by high, tonic muscle activity with phasic bursts in the EMG. NREM sleep was defined by the presence of synchronized, high-amplitude oscillations in the δ frequency band (0.5-4 Hz) and low EMG tone. REM sleep was scored when the EEG showed pronounced theta oscillations with an almost complete absence of EMG tone, except for short twitches. The 24 h baseline recordings were scored in epochs of 5 s, whereas state-specific optogenetic stimulation recordings were scored at an epoch duration of 1 s.

Optogenetic activation during polysomnographic recordings

For in vivo optogenetic stimulation experiments, the patch cord was connected to a 473 nm DPSS laser (Laserglow Technologies) via a FC/PC connector (250 μm, 30126G2-250, Thorlabs). The laser output was set to a power output of 10 mW from the tip of the optic fiber. Trains of 5 ms pulses at 5 or 20 Hz were applied to LHVGAT fibers or DR Pet1-OFF/Vgat-ON neurons and fibers using a Master-9 pulse generator (AM Systems). State-specific optical activation was performed based on visual inspection of online EEG and EMG signal parameters. For NREM and REM sleep-specific optogenetic activation, pulse trains were applied through the patch cord and optic fiber when the animal spent at least 10 s in NREM or REM sleep. The optogenetic stimulation was performed throughout the NREM or REM episode until the mouse transitioned to another state. Afterwards, the animal was left undisturbed to cycle between NREM sleep, REM sleep, and wakefulness for 2-3 cycles before the next NREM or REM sleep episode was optically stimulated. A total of 9 NREM and REM sleep episodes per animal were optogenetically stimulated for each frequency (5 and 20 Hz).

Immunohistochemistry following sleep studies

At the end of the experiments, the mice were deeply anesthetized with an intraperitoneal injection of pentobarbital (250 mg/kg, Streuli Pharma) and transcardially perfused with 5 ml cold saline (0.9% NaCl) followed by 20 ml 4% formaldehyde (Grogg Chemie). Subsequently, the brains were removed and stored in formaldehyde overnight at 4°C for postfixation. The next day, the brains were transferred into PBS containing 30% sucrose before freezing. The brains were cut into 30 µm sections with a cryostat (Hyrax C 25, Carl Zeiss) and collected in PBS with 0.1% Triton A-100 (Sigma Millipore), PBST.

For immunostaining, the sections were first incubated for 1 h at room temperature in a blocking solution containing 4% BSA (Sigma Millipore) in PBS-T. Then the tissue was incubated with anti-GFP (1:5000, A0262, Invitrogen) and anti-Tph2 (1:400, ABN60, Merck) for 24 h. Afterwards, the sections were washed for 5 × 5 min in PBS-T and then incubated with DyLight 488 and AlexaFluor-555 secondary antibody (1:500 dilution, A96947 for eYFP, Invitrogen; 1:500, A21428 for Tph2, Invitrogen) at room temperature for 1 h. The sections were washed 2 × 10 min in PBS-T and 2-10 min in PBS and then mounted on glass slides. Coverslips were fixed on the slides with Fluoromount (F4680, Sigma Millipore). Photomicrographs were taken using a confocal microscope. For display, the image brightness and contrast were moderately adjusted in Adobe Photoshop CC.

Immunohistochemistry following in vitro recordings

Following in vivo electrophysiological recordings, slices were immersed in 4% PFA in 0.1 m PB, pH 7.4, at 4°C for at least 12 h. After several washes with 0.1 m PB, slices were embedded in 10% gelatin, and further sectioned into slices of 50-70 μm thickness in the cold PB using a vibratome VT1000S (Leica Microsystems). Coronal sections were subjected to freeze-thaw over liquid nitrogen after cryoprotecting in 10% and 20% sucrose. The recorded cells were first visualized with incubation in Cy3-conjugated streptavidin (Jackson ImmunoResearch Laboratories) for 2 h, diluted at 1:500 in TBS (Sigma Millipore). After examination by epifluorescence microscopy (Olympus BX60), the sections containing the soma of the labeled neurons were incubated in 10% normal horse serum in TBS to block nonspecific antibody-binding sites. Free-floating sections were incubated in primary antibodies dissolved in TBS containing 0.1% Triton X-100 (Sigma Millipore) for overnight at room temperature (22°C). The following primary antibodies were used: anti-5HT-Rb (1:1000, Jackson ImmunoResearch Laboratories) and anti-GABA-Rb (1:1000, Jackson ImmunoResearch Laboratories). After several washes in TBS, the immunoreactions were visualized with Dylight649-DARb (1:400, Jackson ImmunoResearch Laboratories) secondary antibodies. Finally, the sections were mounted in Vectashield mounting medium (VectorLaboratories). Images were taken by confocal microscope (Olympus FV1000).

Immunohistochemistry following in vivo single-unit recordings

After experiments, the animal was quickly perfused through the heart with 50 ml of PBS followed by 50 ml 4% PFA in 0.1 m PB. Following perfusion, brains were postfixed overnight and stored in 0.1 m PB with 0.05% sodium azide at 4°C as a preservative. The tissue was sectioned in PB at 50-70 μm on a vibratome (Leica Microsystems, VT 1000S). Coronal sections were permeabilized in 0.3% Triton X-100 and incubated in Cy3 or Alexa-488-conjugated streptavidin (1:500; Jackson ImmunoResearch Laboratories) for 2 h at room temperature in TBS. Images were taken by confocal microscope (Olympus FV1000).

Statistical analysis

Data analysis was performed using Spike2 (Cambridge Electronic Design), OriginPro 8.5 (MicroCal), IgorPro (WaveMetrics), MATLAB (The MathWorks), and Prism (GraphPad) software. The data were tested for normality with the Shapiro–Wilk and the Kolmogorov–Smirnov tests and accordingly analyzed using parametric or nonparametric methods. We used three-way ANOVA to test for frequency (5 vs 20 Hz, within-group comparisons) and opsin (eYFP controls vs ChR2-expressing mice, between-groups comparisons) effects in the latencies to transition to another state from NREM or REM sleep of state-specific optogenetic activation experiments. PSPs evoked by photostimulation were detected in Vm recordings using a threshold of 2 × SD in a ± 50 ms time window following photostimulation. Action potentials in extracellular recordings were detected in Spike2 using a straightforward level threshold. Firing rate histograms were computed for each photostimulation trial of each neuron. The control period was defined as 0.5 s before photostimulation. All data are displayed as averages ± SEM.

The firing rate change of single units on photostimulation was assessed by subtracting the average spike rate during the 10 s preceding the stimulation from the average spike rate during optogenetic activation. To test for significant modulation, 9999 stimulation onsets were randomly drawn from each single unit's activity time series, and the firing rate change across these random onsets was calculated. If the actual firing rate difference was >95% or <5% of the randomly calculated ones, the firing of the neuron was significantly modulated during this photostimulation. Inhibited or disinhibited neurons showed a significant decrease or increase, respectively, of their firing rate during >50% of all photostimulations. Neurons whose firing rate was significantly modulated during <50% of all optogenetic stimulations are reported as unresponsive.

Results

LHGABA projections to the DR promote wakefulness

A subpopulation of LHVGAT (vesicular GABA and glycine transporter) neurons causally promotes arousal from NREM sleep (Herrera et al., 2016; Venner et al., 2016, 2019). Here, we tested the role of LHVGAT projections to the DR in the control of sleep-wake behavior. To deliver opsins to LHVGAT neurons, VGAT-Cre mice were stereotactically injected with AAV2-EF1a-DIO-eYFP (control) or AAV2-EF1a-DIO-hChR2(H134R)-eYFP (ChR2-EYFP) in the LH for in vivo optogenetic activation experiments (see Materials and Methods; Fig. 1A,B). Mice were then implanted with EEG/EMG electrodes for recording and quantification of sleep-wake states together with an optic fiber above the DR (see Materials and Methods; Fig. 1C,D). State-specific optogenetic activation of LHVGAT fibers in the DR was triggered manually after at least 10 s in stable NREM or REM sleep. Blue light (473 nm) was delivered to the DR at 5 or 20 Hz (5 ms pulses) (see Herrera et al., 2016) in both control (eYFP) and ChR2-expressing animals continuously until a state transition occurred (Fig. 1E). Interestingly, optogenetic activation of LHVGAT projections to the DR during NREM sleep led to a rapid arousal at both 5 and 20 Hz within < 7 s (Fig. 1F; p < 0.0001, three-way ANOVA), whereas optical activation of these fibers failed to significantly change REM sleep duration (Fig. 1G). These results extend previous mechanisms for LHVGAT-induced arousal to DR neurons in the brainstem.

Figure 1.
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Figure 1.

Stimulation of LHGABA fibers in the DR promotes wakefulness. A, Schematics of the experimental design: AAV-EF1a-DIO-ChR2-eYFP or AAV-EF1a-DIO-eYFP was injected in the LH of Vgat-cre mice. Following 4 weeks of expression, LHGABA fibers were photostimulated in the DR with simultaneous polysomnographic recordings for sleep stage scoring. B, Example ChR2-eYFP expression in the LH. Fluorescent image overlaid on the stereotaxic atlas (AP: 4.45). C, Location of the optical fiber in the DR used for photostimulation. Merged fluorescent image showing LHGABA fibers expressing ChR2-eYFP (green) and TPH immunohistochemistry (red) to indicate the location of TPH-synthetizing serotonergic neurons within the DR. D, Location of all implanted optical fibers in 11 mice. Green lines indicate Vgat::ChR2-expressing mice (n = 6). Gray lines indicate eYFP controls (n = 5). Aq, Aqueduct. E, Top, Schematic experimental timeline for sleep-stage specific photostimulation. Bottom, Representative EEG/EMG traces illustrate behavioral response to optogenetic stimulation. Note the rapid EEG desynchronization and EMG activation on photostimulation indicating an NREM-to-wake transition. F, Latency of NREM-to-wake transition caused by the photostimulation of LHGABA axons in the DR. G, Latency of REM-to-wake transition caused by the photostimulation of LHGABA axons in the DR. *p < 0.05.

DRGABA neurons receive monosynaptic inputs from LHGABA neurons

We previously found that LHGABA neurons send long-range projections to various brainstem nuclei, including the DR (Herrera et al., 2016). In order to determine the downstream circuitries mediating this rapid arousal response, we mapped LHGABA efferents using ChR2-assisted circuit mapping to functionally characterize this LH-DR circuit (Fig. 2A). We infected LH neurons regardless of their neurochemical identity with ChR2 using a viral construct (AAV1-CAG-ChR2-venus-WPRE-SV40) optimized for in vitro photostimulation of axons (Petreanu et al., 2009). We found that photostimulation of ChR2-expressing LH terminals in the DR-evoked IPSPs (−7.9 ± 1.03 mV peak amplitude with a 10.91 ± 2.41 ms decay time) in 7 DR cells (14%) recorded (Fig. 2D,E), while EPSPs of 7.58 ± 0.9 mV peak amplitude with a 11.07 ± 2.46 ms decay time were recorded in 10 (20%) DR cells (Fig. 2E). No detectable PSPs could be recorded in the remaining population (n = 34, 66%). All DR neurons exhibiting IPSPs following LH axonal photostimulation were confirmed to be GABAergic (Fig. 2B,E) by post hoc immunohistochemistry (n = 5) or by recording DRGABA neurons in GAD-GFP mice (n = 3, see Materials and Methods), one identified DRGABA neuron received EPSPs (Fig. 2E). The IPSPs could be abolished by SR95531 (i.e., gabazine, n = 5 of 5 cells, 100%) but not NBQX (n = 0 of 5, 0%; Fig. 2D), suggesting that these are monosynaptic pathways implicating GABAa receptors. This result was further confirmed by the recording of similar IPSPs on photostimulation of LH axon terminals in the presence of TTX and 4-AP (mean IPSP amplitude: control: 6.5 ± 0.6 mV, TTX/4-AP: 6.8 ± 0.7 mV, n = 6 neurons; Fig. 2F,G). When neurons were held at membrane potentials close to action potential initiation threshold, photostimulation of LH axons also led to a prominent suppression of firing (12.66 ± 6.65 Hz vs 0 Hz, MI −1.0, n = 3 neurons) because of the presence of IPSPs (Fig. 2D). This suppression of firing was fully abolished when IPSPs were blocked by gabazine (n = 3 of 3; Fig. 2D). These results show that the LH to DR monosynaptic projections are functional, can be either inhibitory or excitatory, and that DRGABA neurons are preferentially inhibited by LHGABA fibers.

Figure 2.
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Figure 2.

LH projections synaptically target DR neurons. A, Schematic of the experimental design: AAV-ChR2-Venus injection in the LH of WT mice leads to prominent ChR2 expression in DR-projecting axons. Four weeks after the infection, local axons of LH neurons are photostimulated in the DR with simultaneous whole-cell patch-clamp recordings in identified DR neurons. B, Fluorescent images (streptavidin, GABA immunostaining, merged) of a DRGABA neuron responding to LH axonal photostimulation. C, Membrane potential responses of the neuron in B to hyperpolarizing and depolarizing current steps show fast action potential output with moderate frequency adaptation. D, The photostimulation of LH axons leads to monosynaptic IPSPs that are resistant to iGluR blockade (NBQX), but blocked by SR95531 (i.e., gabazine [GBZ]). E, Distribution of PSP amplitudes in all the neurons recorded (n = 51). Green circles represent identified DRGABA neurons. F, Membrane potential responses of a physiologically identified DRGABA neuron. G, The photostimulation of LH axons leads to IPSPs in the neuron shown in F that persist following the application of TTX and 4-AP.

LHGABA to DR projections can rapidly suppress the activity of DRGABA neurons

To test for functional connections from LHGABA projections to DR neurons, we recorded extracellular single-unit activity from morphologically identified neurons in the DR of anesthetized VGAT-cre mice infected with AAV1-CAGGS-FLEX-CHR2-tdTOM-SV40 in the LH while photostimulating ChR2-expressing LHGABA axons in the DR (5 light pulses of 10 ms at 20 Hz, 5 mW; Fig. 3A).

Figure 3.
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Figure 3.

LHGABA inputs control DR neuronal activity. A, Schematic of the experimental design: AAV-Flex-ChR2-td tomato injection in the LH of VGAT mice leads to prominent ChR2 expression in DR-projecting axons. Four weeks after the infection, local axons of LHGABA neurons are photostimulated in the DR with simultaneous single-unit juxtacellular recoding/labeling. B, Example of spontaneous activity of a DRGABA neuron and its response to local photostimulation of LHGABA axons. Top, Single-trial raw data aligned on photostimulation onset (blue horizontal bar, 5 mW, 10 ms pulses at 50 Hz). Middle, Raster plot in which each tic is a single-unit spike and each row represents a single trial. Red line indicates photostimulation onset. Bottom, Peristimulus time histogram (PSTH) of the unit shown above. Right, Fluorescent pictures showing the neuron recorded in B filled with Neurobiotin using the juxtacellular filling technique. C, Modulation index of all recorded neurons under anesthesia. D, Grand average PSTH of all neurons recorded under anesthesia. E, Modulation index of all recorded neurons in awake animals (inh, inhibited; exc, excited). F, Grand average PSTH of all neurons recorded neurons in awake animals.

When comparing the activity of DR neurons on LHGABA axonal photostimulation, we found a rapid suppression (peak suppression: 42.37 ± 5.94%; Fig. 3B) of neuronal activity (baseline firing: 7.72 ± 6.43 Hz, baseline firing rate after photostimulation: 5.37 ± 6.77 Hz, n = 25, p < 0.001, Wilcoxon's signed rank test; Fig. 3C,D). We identified the morphology of 8 neurons recorded and filled with the juxtacellular labeling technique. These neurons were classified as putative DRGABA neurons based on their high baseline firing rate (≥6 Hz) morphology and location within the DR (see Materials and Methods). These results show that LHGABA neurons exert an inhibitory action onto putative DRGABA neurons.

We next explored the effect of stimulating LHGABA fibers in the DR in awake, head-restrained animals while recording the activity of multiple single units in the DR (see Materials and Methods). Comparison of the activity of DR neurons recorded in the presence and absence of LHGABA axonal photostimulation (5 light flashes of 10 ms at 20 Hz, 5 mW) further confirmed the suppressive effect in a subset of DR neurons (2 of 12, 17%), while the activity of the remaining neurons was increased (10 of 12, 83%). The overall activity of DR neurons was slowly (∼200 ms), but persistently (∼1 s) increased (baseline firing: 7.67 ± 6.87 Hz, baseline firing after photostimulation: 10.98 ± 8.920 Hz, n = 12, p < 0.001, Wilcoxon's signed rank test; Fig. 3E,F).

The activity of identified DRGABA neurons is brain state-dependent

To target DRGABA neurons in the DR, we made use of the intersectional virus approach (Fenno et al., 2014). In brief, the INTRSECT system (intronic recombinase sites enabling combinatorial targeting) consists of orthogonal Cre and Flp recognition sites (lox and FRT sites, respectively) that are inserted into synthetic introns of the ChR2-eYFP open reading frame (ORF) within an adeno-associated viral construct (AAVdj). The starting direction of the ORF fragments between the lox and FRT recognition sites defines whether the presence of Flp and/or Cre recombinases is required to produce a functional opsin (ChR2-eYFP or eYFP; Fig. 4A,B).

Figure 4.
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Figure 4.

The activity of optogenetically identified DRGABA neurons is modulated across the sleep-wake cycle. A, Schematics of intersectional viral strategy: ChR2-Con/off-eYFP was targeted to DR neurons in Pet1Flpe-VgatCre double-transgenic mice. B, Schematics of INTRSECT system (Fenno et al., 2014): FRT (gray triangles) and lox sites (light blue triangles) were introduced in intronic sequences within the ChR2 ORF allowing for directional control of these ORFs. In the Con/Foff-ChR2 construct, the presence of Cre recombinase produces a functional ChR2. However, the presence of Flp recombinase would invert the exons, thus yielding an inactivated state of ChR2. In the Con/Fon-ChR2 construct, the presence of both Cre and Flp recombinase is required to produce a functional ChR2. C, ChR2 expression is restricted to DRGABA (Vgat-mCherry-expressing) neurons. D, Schematics of the experimental design: simultaneous DR Pet1-OFF/Vgat-ON neuron and EEG recordings in behaving mice. E, Example recording of a DR Pet1-OFF/Vgat-ON neuron throughout various sleep/wake states. Top, Raw trace voltage recording shows clear action potential firing on photostimulation (blue ticks). Bottom, Hypnogram and spike ticks of the neuron showed above. W, Wake; R, REM; N, NREM. F, Averaged spike waveforms of optogenetically identified DR Pet1-OFF/Vgat-ON neurons (n = 9 neurons from n = 4 mice). DR Pet1-OFF/Vgat-ON neurons were identified by their immediate firing in response to pulses of blue light generated by a 453 nm laser (10 pulses of 5 ms every 30 s). G, H, Raster plot of a DR Pet1-OFF/Vgat-ON neuron during NREM-to-wake transitions (G) and REM-to-wake transitions (H) with spike ticks of the neuron (top) and PSTH of the neuron across all transitions (bottom). I, Firing rates of the 9 DR Pet1-OFF/Vgat-ON neurons across wakefulness, NREM, and REM sleep. J, PSTH (mean ± SEM) of DR Pet1-OFF/Vgat-ON neurons during the different sleep state transitions.

Here, we used this approach to exclude the possibility that GABAergic markers (Vgat) are coexpressed with serotonergic neurons (Huang et al., 2019; Ren et al., 2019; Okaty et al., 2020). To this end, Pet1Flpe-VgatCre double-transgenic mice (Jensen et al., 2008; Vong et al., 2011) were injected with Cre-ON/Flp-OFF or Cre-ON/Flp-ON intersectional viruses (Fig. 4A,B), which allowed the targeting of ChR2-eYFP to distinct subpopulations of the DR that expressed Pet1, a transcription factor predominantly found in 5-HT neurons (Hendricks et al., 1999), and Vgat (Pet1-ON/Vgat-ON) or Vgat only (Pet1-OFF/Vgat-ON). The Pet1-OFF/Vgat-ON GFP-positive neurons colocalized with Vgat neurons that were cotransfected with a Cre-dependent mCherry virus (Fig. 4C).

To investigate whether the activity of DRGABA neurons is modulated across sleep-wake states, we performed opto-tag unit recording of putative DR Pet1-OFF/Vgat-ON neurons while simultaneously conducting EEG and EMG recordings in freely moving Pet1Flpe-VgatCre mice (see Materials and Methods; Fig. 4D). These neurons were identified by their immediate increase in spiking in response to short blue light pulses (10 times 5 ms pulses, every 30 s) delivered to the DR via an optic fiber. A total of 9 optogenetically identified Pet1-OFF/Vgat-ON neurons (9 of 66 cells from 4 animals; Fig. 4E,F) were recorded across the sleep-wake cycle (Fig. 4F). The activity of Pet1-OFF/VGAT-ON neurons was modulated across sleep-wake states (Fig. 4G–I; NREM vs wake/REM: p < 0.05, Friedman nonparametric test). Indeed, their firing activity increased significantly on arousal compared with the 5 s before the transition occurred (i.e., when the muscle tone was still low; Fig. 4G,H,J; NREM-to-wake: p < 0.01; REM-to-wake: p < 0.05, paired t tests). In turn, the firing activity decreased when the mice were at the onset of NREM sleep (wake-to-NREM: p < 0.01, paired t test), whereas on the other hand, the transition from NREM to REM sleep was not marked by a substantial change in firing activity (Fig. 4J).

Wake-promoting effect of DRGABA neurons

Next, we investigated whether Pet1-OFF/VGAT-ON neurons in the DR were causally involved in arousal control. For this, we optogenetically activated DR Pet1-OFF/Vgat-ON neurons during NREM sleep (see Materials and Methods; Fig. 5C). Consistent with our correlative data, we found that photostimulation of DR Pet1-OFF/VGAT-ON neurons induced a rapid arousal from NREM sleep when light pulses were delivered at 20 Hz compared with controls (p < 0.0001, three-way ANOVA; Pet1-OFF/VGAT-ON vs Control: p < 0.0001, Dunnett's multiple comparison's post hoc test), whereas 5 Hz stimulation frequency did not decrease the latency to wakefulness transitions (n = 6 animals per group; Fig. 5C). The probability of REM sleep onset decreased on optogenetic activation of Pet1-OFF/VGAT-ON neurons during NREM sleep (Fig. 5E), suggesting an implication in REM sleep onset. However, both 5 and 20 Hz stimulation frequencies during REM sleep led to an immediate arousal from REM sleep in Pet1-OFF/Vgat-ON mice (Fig. 5D; p < 0.0001, three-way ANOVA; Pet1-OFF/VGAT-ON vs Control: p < 0.0001, at both 5 and 20 Hz, Dunnett's multiple comparison's post hoc test). As expected, optogenetic activation of Pet1-ON/VGAT-ON neurons (n = 6 animals) did not alter sleep-wake behavior compared with controls (n = 6 animals; Fig. 5D,E).

Figure 5.
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Figure 5.

Stimulation of DRGABA neurons promotes wakefulness. A, Schematic of the experimental strategy: various intersectional viral constructs carrying the coding sequence of either eYFP (control) or ChR2 are injected in the DR of Pet1Flpe-VGATCre double-transgenic mice. The DR is photostimulated 4 weeks after infection. B, Location of the fiber-optic canulae in all the animals used. Left, Gray lines indicate control. Middle, Green lines indicate Pet1-OFF/VGAT-ON. Right, Blue lines indicate Pet1-ON/VGAT-ON. C, Latency of NREM-to-wake transition caused by the photostimulation of the DR. D, Latency of REM-to-wake transition caused by the photostimulation of the DR. E, State transition probabilities at 5 versus 20 Hz photostimulation for all three viral constructs. *p < 0.05.

DRGABA neurons promote wakefulness through disinhibition in LH

To identify potential sleep-wake centers that may mediate the arousal promotion of DRGABA neurons, we performed a ChR2-assisted functional circuit mapping. Animals were prepared as described above. We found that DR Pet1-OFF/VGAT-ON strongly innervated major sleep-wake centers, such as the LC, the VTA, the centromedial thalamic nucleus (CMT), and the LH (Fig. 6A,B). To further understand the reciprocal connection between the DR and the LH, we performed optogenetic state-specific stimulations of Pet1-OFF/VGAT-ON projecting fibers in the LH. We found that optogenetic stimulation (20 Hz) of DR Pet1-OFF/VGAT-ON projections to the LH reproduced the arousal-inducing effect that was observed during somatic optogenetic activation (Fig. 6C,D; NREM sleep: p < 0.0001, three-way ANOVA; Control vs LH stimulation: p < 0.001, Dunnett's multiple comparisons post hoc test; REM sleep: p < 0.0001, three-way ANOVA; Control vs LH stimulation: p < 0.001, Dunnett's multiple comparisons post hoc test). Interestingly, optogenetic activation of Pet1-OFF/VGAT-ON projections in the LC area, a predominant wake-promoting center, resulted in a similar effect (Control vs LC stimulation: NREM sleep: p < 0.0001; REM sleep: p < 0.001, Dunnett's multiple comparisons post hoc test), whereas optogenetic stimulation of Pet1-OFF/VGAT-ON projections in the CMT led to an arousal only from NREM sleep, but not from REM sleep (Control vs CMT stimulation: NREM sleep: p < 0.001; REM sleep: not significant, Dunnett's multiple comparisons post hoc test), in line with a previous study highlighting a role of the CMT in NREM sleep regulation (Gent et al., 2018) (Fig. 6C,D).

Figure 6.
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Figure 6.

DRGABA neurons promote arousal through disinhibition in the LH. A, Top left, Schematic of the experimental design: ChR2 is expressed in DRGABA neurons following a viral injection in Pet1-Flpe x VGAT-Cre mice. Axonal projections of DRGABA neurons express ChR2 in various DR target areas, including the LH (top right), CMT (bottom left), and LC (bottom right). B, Normalized intensity of the fluorescent eYFP signal in various projection areas of the DR. HDB, Horizontal diagonal band of Brocca; MS, medial septum; LHb, lateral habenula; RTN, thalamic reticular nucleus; CA1, hippocampus CA1 region. C, Latency of NREM-to-wake transition caused by photostimulation of DRGABA projections in the LH, CMT, and LC. D, Latency of REM-to-wake transition caused by photostimulation of DRGABA projection targets (LH, CMT, LC). E, Schematic of the experimental design: ChR2-expressing Pet1-OFF/Vgat-ON neurons are photostimulated in the DR while single units are recorded in the LH of freely moving mice. F, Activity of all recorded LH neurons during various sleep-wake stages differentiates two clusters of neurons: Cluster 1 contains wake active neurons, whereas Cluster 2 neurons do not show significant firing rate increases during the awake state. G, Pie chart of all Cluster 1 and 2 LH neurons constructed on the basis of their response to the photostimulation of DRGABA neurons. H, Effect of DRGABA photostimulation on the state-dependent firing of inhibited (left) and disinhibited (right) neurons. *p < 0.05.

To further delineate the mechanism by which DR Pet1-OFF/VGAT-ON neurons induce arousal via the LH, we performed single-unit recordings in the LH while simultaneously recording EEG/EMG and conducting optical stimulations of ChR2-expressing Pet1-OFF/VGAT-ON neurons using a similar preparation as described above (see Materials and Methods; Fig. 6E). First, we clustered all the cells that we recorded in the LH according to their sleep-wake discharge profiles; recorded cells separated into two clusters, with one cluster showing maximal activity during wakefulness (55% of cells from 2 animals; Fig. 6F,G), while the second cluster showed maximal activity during both REM sleep and wakefulness (45% of cells from 2 animals; Fig. 6F,G). Cells from both clusters were less active during NREM sleep (Fig. 6F). Interestingly, during optogenetic stimulation of DR Pet1-OFF/VGAT-ON neurons, cells from Cluster 1 barely changed their firing rate, whereas half of the cells from the second cluster significantly modulated their firing activity in response to DR Pet1-OFF/VGAT-ON neuronal activation (Fig. 6G). In particular, a major part of responsive cells from Cluster 2 was disinhibited by the optogenetic activation of DR Pet1-OFF/VGAT ON neurons, whereas a few cells were inhibited (Fig. 6G,H; p < 0.05, three-way ANOVA). These results show that the activation of DRGABA neurons disinhibits the majority of LH neurons and promotes wakefulness.

Discussion

In this study, we show that activation of LHGABA axons in the DR promote wakefulness through a local release of GABA that rapidly suppresses activity of identified DRGABA neurons but indirectly activates other non-GABAergic DR neurons. In addition, we found that the activity of DRGABA neurons is state-dependent, whereas activation of DRGABA neurons disinhibits the majority of LH neurons to promote wakefulness. This wake-promoting effect of optogenetic activation of the LHGABA-DRGABA circuit promotes rapid wakefulness selectively during NREM sleep, consistent with their activity profile across sleep-wake states (Hassani et al., 2010; Herrera et al., 2016). These findings identify a LHGABA-DRGABA feedback loop that is essential for rapid alteration of global brain states and facilitation of wakefulness.

Using viral tracing and in vitro ChR2-assisted circuit mapping, we show that a subset of LHGABA neurons establishes monosynaptic connections to DR neurons. Functional analysis of this mapping revealed that LHGABA neurons exerts a GABAA-mediated inhibitory action on DRGABA neurons leading to rapid NREM sleep-to-wake transitions. The precise neurochemical identity of this subset of DR-projecting LHGABA neurons remains to be established in light of the numerous subpopulations among inhibitory neurons of the LH (Mickelsen et al., 2017).

Local GABA release evoked by optogenetic activation of LHGABA axons in the DR promotes wakefulness suppressing the activity of DRGABA neurons. This occurs through a direct synaptic inhibition of DRGABA neurons mediated by GABAA receptors and leads to a prominent suppression of firing in DRGABA neurons in vivo. Consistent with these in vivo recordings, we show that the activity of identified DRGABA cells is strongly modulated across NREM sleep-to-wake transitions, and optogenetic activation of the LHGABA-DR circuit promotes rapid wakefulness selectively during NREM sleep, but not during REM sleep. This result is in line with previous studies reporting sleep/wake transitions on optogenetic activation of LHGABA fibers in the medial septum, LC, reticular thalamic nucleus, and ventrolateral preoptic area (Herrera et al., 2016; Venner et al., 2016, 2019). Our results demonstrate that LHGABA neurons directly inhibit DRGABA neurons, and this probably results in a disinhibition of various DR neurons. Revealing the exact targets of this disinhibition awaits further investigation and are hard to predict given the extreme neurochemical and physiological diversity of the raphe nuclei (Domonkos et al., 2016; Szőnyi et al., 2016; Sos et al., 2017). A phasic increase in 5-HT neuron activity can rapidly and prominently affect cortical activity (Lottem et al., 2016) and thus may lead to brain state changes. However, recently, the selective tonic activation of DR5-HT neurons has been shown to promote sleep, whereas burst stimulation induces wakefulness (Oikonomou et al., 2019). In light of the present results, it is possible that the phasic activity changes of DR neurons and their consequences at the cortical level at least partly originate from the LHGABA neuron activation during sleep-to-wake transitions.

DRGABA neuronal stimulation also promoted wakefulness, possibly by suppressing or activating local sleep- or wake-promoting neurons in the LH, respectively. One may speculate that GABA release from DRGABA synapses could suppress the activity of sleep-promoting neurons, including REM sleep-promoting MCH neurons (Jego et al., 2013; Konadhode et al., 2013; Tsunematsu et al., 2014), REM active LHVGAT neurons (Hassani et al., 2010; Oesch et al., 2020), and REM-active Lh6x GABA neurons from the ventral zona incerta (K. Liu et al., 2017). In contrast, it could inhibit local inhibitory circuits that would result in the activation of the wake-promoting hypocretins/orexins neurons (Adamantidis et al., 2007), or wake-active LHVGAT neurons (Hassani et al., 2010; Herrera et al., 2016; Oesch et al., 2020). Whether and how this dual modulatory activity operates during the sleep-wake cycle await further investigation.

Together, a brain area involved in energy balance and arousal can affect the activity of the DR, an area involved in the control of higher brain functions, including reward, patience, mood, and sensory coding, suggesting a potential route for interactions between metabolic states and brain states.

Footnotes

  • This work was supported by Hungarian Scientific Research Fund Grants NN125601 and FK123831 to M.L.L., Hungarian Brain Research Program Grant KTIA_NAP_13-2-2014-0014 to M.L.L., National Institutes of Health R01 DA034022 to S.M.D., German Research Foundation GA 2410/1-1 to M.G., Human Frontier Science Program RGY0076/2012 to A.R.A., Swiss National Science Foundation Grant 31003A_156156 to A.R.A., and European Research Council Grant 725850 to A.R.A., MCST grant N. R&I 2013-01 EPILEFREE to G.D.G and Sz.F. M.L.L. is a grantee of the János Bolyai Fellowship. This work is dedicated to the loving memory of our friend and colleague István Ábrahám.

  • The authors declare no competing financial interests.

  • Correspondence should be addressed to Magor L. Lőrincz at mlorincz{at}gmail.com or Antoine R. Adamantidis at antoine.adamantidis{at}dbmr.unibe.ch

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Journal of Neuroscience
Vol. 41, Issue 22
2 Jun 2021
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Reciprocal Lateral Hypothalamic and Raphe GABAergic Projections Promote Wakefulness
Mary Gazea, Szabina Furdan, Péter Sere, Lukas Oesch, Benedek Molnár, Giuseppe Di Giovanni, Lief E. Fenno, Charu Ramakrishnan, Joanna Mattis, Karl Deisseroth, Susan M. Dymecki, Antoine R. Adamantidis, Magor L. Lőrincz
Journal of Neuroscience 2 June 2021, 41 (22) 4840-4849; DOI: 10.1523/JNEUROSCI.2850-20.2021

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Reciprocal Lateral Hypothalamic and Raphe GABAergic Projections Promote Wakefulness
Mary Gazea, Szabina Furdan, Péter Sere, Lukas Oesch, Benedek Molnár, Giuseppe Di Giovanni, Lief E. Fenno, Charu Ramakrishnan, Joanna Mattis, Karl Deisseroth, Susan M. Dymecki, Antoine R. Adamantidis, Magor L. Lőrincz
Journal of Neuroscience 2 June 2021, 41 (22) 4840-4849; DOI: 10.1523/JNEUROSCI.2850-20.2021
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Keywords

  • arousal
  • brain states
  • neuromodulation
  • inhibition
  • optogenetics
  • disinhibition

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