Abstract
Study Objectives: The brainstem contains several neuronal populations, heterogeneous in terms of neurotransmitter/neuropeptide content, which are important for controlling various aspects of the rapid eye movement (REM) phase of sleep. Among these populations are the Calbindin (Calb)-immunoreactive NPCalb neurons, located in the Nucleus papilio, within the dorsal paragigantocellular nucleus (DPGi), and recently shown to control eye movement during the REM phase of sleep. Methods: We performed in-depth data mining of the in situ hybridization data collected at the Allen Brain Atlas, in order to identify potentially interesting genes expressed in this brainstem nucleus. Our attention focused on genes encoding neuropeptides, including Cart (Cocaine and Amphetamine Regulated Transcripts) and Nesfatin 1. Results: While nesfatin 1 appeared ubiquitously expressed in this Calb-positive neuronal population, Cart was coexpressed in only a subset of these glutamatergic NPCalb neurons. Furthermore, an REM sleep deprivation and rebound assay performed with mice revealed that the Cart-positive neuronal population within the DPGi was activated during REM sleep (as measured by c-fos immunoreactivity), suggesting a role of this neuropeptide in regulating some aspects of REM sleep. Conclusions: The assembled information could afford functional clues to investigators, conducive to further experimental pursuits.
Keywords: Nucleus papilio, NPCalb, REM sleep, DPGi, calbindin, Cart, nesfatin
Statement of Significance.
Several physiological and behavioral features are characteristics of the rapid eye movement (REM) phase of sleep, also called paradoxical sleep. These include muscle atonia, desynchronized EEG activity, vivid dreaming, and rapid eye movements. A small cluster of Calbindin-immunoreactive neurons (namely, the Nucleus papilio) has been recently identified in the brainstem and shown to be both necessary and sufficient for triggering eye movement during REM sleep. In the present study, we performed data mining of the in situ hybridization data collected at the Allen Brain Atlas, in order to identify genes expressed in these neurons. Our data show that the neuropeptide Cart (Cocaine and Amphetamine Regulated Transcript) is expressed in some of these Calbindin-immunoreactive neurons and that these Cart-neurons are activated during REM sleep.
Introduction
Several physiological and behavioral features are characteristics of the REM phase of sleep, also called paradoxical sleep. These include rapid eye movements, vivid dreaming, desynchronized electroencephalogram activity, and atonia of the postural muscles [1]. Among several brainstem structures that have been shown to be involved during REM sleep [2–6], the dorsal paragigantocellular nucleus (DPGi) appears as a very crucial area in sleep regulation, as it contains neurons of different nature, which apparently play particular roles in regulating some aspects of REM sleep. Indeed, GABAergic neurons of the DPGi were proposed to inhibit the noradrenergic wake-promoting neurons of the Locus ceruleus, the dorsal raphé nucleus, and the ventrolateral periaqueductal gray, thereby favoring the initiation of REM sleep [4, 7, 8]. Within the DPGi we recently identified the Nucleus papilio (NPCalb) as a bilateral, symmetric cluster of glutamatergic neurons expressing the calcium-binding protein Calbindin-D28k (Calb) [9]. Calb immunoreactivity in this nucleus is conserved in rodents (mouse and rat), monkey, and human. In mouse, it densely projects to the three contralateral eye-muscle nuclei (abducens, trochlear, and oculomotor), but also to several brain areas contributing to REM sleep control including the MCH-neurons of the lateral hypothalamus, the subcoeruleus nucleus (SubC), the pontine reticular formation (PnC), and the gigantocellular reticular nucleus (Gi). Noteworthy, activating or inactivating these neurons by means of optogenetics demonstrated both the necessity and sufficiency of the NPCalb for triggering eye movement during REM sleep [9].
The automated ALLENMINER search [10] of in situ hybridization (ISH) images in the Allen Brain Atlas (ABA) can be implemented to identify genes that are expressed in rather small agglomerations of cells, such as the PV1/Parvafox nucleus (parvalbumin-FoxB1 immunoreactive nucleus) in the lateral hypothalamus [11]. Using this protocol, potentially interesting information respecting very small neuronal populations can be elicited. By this means, ISH on adjacent sections has hitherto revealed most of the genes that were tested to be coexpressed with the mRNA for Pvalb [11]. We were therefore sanguine that a similar search would facilitate molecular and potentially functional characterization of the Calb-expressing neurons of the NPCalb. In addition, we screened the AGEA (Anatomic Gene expression Atlas) [12] at the ABA, focusing on genes expressed in the NPCalb/DPGi area.
Methods
Animals
For analyzing the expression of several proteins potentially coexpressed in the NPCalb, 15 C57BL/6J mice (from our animal facility) of both sexes, aged 10–14 weeks, as well as 3 Wistar rats (Janvier, Lyon, France), were used. For the analysis of the neurotransmitter status of the Cart-expressing neurons, two mice of each genotype were used (Slc17a6::Cre and Slc32a1::Cre encoding, respectively, VGlut2 glutamate and VGat GABA transporters, both obtained from the Jackson Laboratory; Slc6a5-GFP::Cre mice encoding the Glyt2 glycine transporter, obtained from Dr Zeilhofer, Pharmacology, Zurich). Fifteen C57BL/6J female mice were included in the REM sleep deprivation and rebound assay.
All animals were housed in our animal facilities and in accordance with the relevant Swiss laws. The Veterinary Commission for Animal Research of the Canton of Fribourg (Switzerland) approved this study.
Animals were anesthetized with pentobarbital (100 mg/kg of body weight) and then perfused via the left ventricle, first with chilled (4°C) physiological (0.9%) saline and then with chilled (4°C) 4% paraformaldehyde. The brains were excised and post-fixed overnight at 4°C in 4% paraformaldehyde and subsequently immersed in 0.1 M Tris buffer (pH 7.3) containing 20% sucrose in preparation for cryo-sectioning.
Immunohistochemistry
The various brain specimens were cryo-sectioned into 30, or 40, µm coronal sections and collected directly in 0.1 M Tris buffer containing 0.02% sodium azide, within which they were maintained until the time of analysis. The sections were immunostained according to standard protocols. Free-floating sections were incubated for 1–3 days at 4°C with primary antibody mixture diluted in TBS containing 0.1% Triton X-100 and 10% calf serum. The primary antibodies used are described in Table 1. Depending on the experiment, secondary antibodies included Cy3- or Cy2-conjugated anti-rabbit/mouse, Alexa488-conjugated anti-rabbit/mouse, Cy3- or Cy2-conjugated Streptavidin (Jackson Immunoresearch, Suffolk, UK), biotinylated anti-rabbit/mouse (Vector Laboratories, Servion, Switzerland), all used at the dilution recommended by the suppliers.
Table 1.
Description of Primary Antibodies Used for Immunohistochemistry
| Antibody to | Host species | Antigen | Manufacturer | Catalog number | Dilution used |
|---|---|---|---|---|---|
| Calbindin D-28K | Mouse | Whole chicken protein from gut | Swant, Marly, Swizerland | CB300 | 1–2,000 |
| Calbindin D-28K | Rabbit | Recombinant rat calbindin D-28K | Swant, Marly, Swizerland | CB38 | 1–2,000 |
| Cart | Rabbit | Rat Cart aa 55–102 | Phoenix Pharmaceuticals,Karlsruhe, Germany | H-003-62 | 1–2,000 |
| Nesfatin | Rabbit | Rat Nesfatin aa 1–82 | Phoenix Pharmaceuticals, Karlsruhe, Germany | H-003-22 | 1–1,000 |
| c-fos | Mouse | Recombinant human c-fos aa 1–380 | Abcam, Cambridge, UK | ab208942 | 1–2,000 |
| ChAT | Rabbit | Pig ChAT aa 150–250 | Abcam, Cambridge, UK | ab178850 | 1–1,000 |
The antigen, host species, manufacturer, catalog number, and working dilution are given for all primary antibodies used in this study.
Stereotactic injections in mouse brains
The experiment was conducted essentially as already described [9, 13]. Briefly, AAV2/1.CAG.Flex.Tomato.WPRE.bGH viral construct (Vector Core, University of Pennsylvania, USA) was stereotactically injected in the brain of either Slc17a6::Cre or Slc32a1::Cre mice. Injections were performed in the NPCalb, at the following Bregma coordinates: rostro-caudal: −6.36 mm, medio-lateral: −0.2 mm, and dorso-ventral: −4.35 mm. Two weeks after the stereotactic injections, the animals were anesthetized and perfused with 4% paraformaldehyde. The brains were excised and cryo-sectioned, and the specimens were analyzed immunohistochemically for Cart and Tomato expression. In these conditions, a specific and accurate Tomato expression is obtained in Cre-expressing neurons, as previously shown in Calb1::Cre mice [9].
REM sleep deprivation and rebound assay
Mice were deprived of REM sleep by implementing a modified version of the flower-pot technique, which spared the animals of major stress [14, 15]. Three groups were established: in the first group (“REM sleep deprivation and rebound” = REMS-D + R), the animals (n = 5) were maintained together for 72 h on six small stone platforms (7 × 4 cm for rats, 3 × 3 for mice), placed in a water tank. The surface of the platform was 1 cm above the water level. During this 72 h period, the animals had free access to food and water. Owing to the loss of the muscular tone that characterizes the onset of REM sleep, the animals fell into the water and were thereby deprived of REM sleep. After 72 h, the animals were transferred to a conventional cage in a quiet room and were permitted for 3 h to undergo REM sleep (=rebound). In the second group (“REM sleep deprivation” = REMS-D), the animals (n = 5) were sacrificed immediately after the termination of the 72 h REM sleep deprivation period, without recovery. In the third group (“control” = C), the animals (n = 5) were maintained in their cages under standard conditions for 72 h prior to sacrifice. The animals were anesthetized and perfused with fixative as described above under the “Animals” section. The brains were then excised and cryo-sectioned. The sections were immunostained for Cart as well as for c-fos, a surrogate marker of neuronal activity [16] The number of double-stained c-fos/Cart was determined on alternating 30 µm coronal sections, on the following brain areas: dorsal motor nucleus of vagus (10N)/nucleus of the solitary tract (Sol), Nucleus prepositus (Pr), DPGi, gigantocellular reticular nucleus (Gi), medial longitudinal fasciculus (mlf), and lateral paragigantocellular nucleus (LPGi). Only cells with strong Cart immunoreactivity were taken into account. The percentage of Cart+Fos+ relative to the total Cart+ cells was statistically compared between the three different conditions using a one-tailed Student’s t-test, for each of the anatomical areas investigated. Data from n = 4 animals in each of the conditions were used.
Image analysis
The specimens were evaluated either in a Leica epifluorescence microscope, a Nikon Eclipse Ni fluorescence microscope, a Leica TCS SP5 confocal laser microscope, or a Hamamatsu Nanozoomer scanner. Postprocessing of the images and contrast adjustments therein were performed using the Adobe Photoshop and Nanozoomer slide-processing software.
Informatics
A search of the adult mouse ABA (https://portal.brain-map.org/) was undertaken to identify genes that might be coexpressed with Calb1 in the targeted NPCalb. First, we downloaded three-dimensional expression data measured by ISH from coronal sections of the adult mouse brain using ALLENMINER (v2.0) [10]. Since the Calb1 gene expression in the target nucleus was restricted to a small region, we only used data from the coronal ISH series (4,216 datasets available for 3,968 genes), which are more densely sampled than the sagittal ones. Next, we defined a region of interest (ROI), which bilaterally encompassed the Calb1-expressing cells and the local neighborhood as a cube with boundaries in ABA coordinate space of 11–12 mm rostro-caudal, 5.4–6.4 mm dorso-ventral, and 5–6.4 mm medio-lateral. Within this ROI, the patterns of gene expression were then ranked relative to that for Calb1 (ABA image series 71717640, https://mouse.brain-map.org/experiment/show/71717640 and 79556672, https://mouse.brain-map.org/experiment/show/79556672), as measured by the Pearson’s correlation of the expression energy reported in corresponding voxels in the region (ALLENMINER run mode—sim search). An additional search was performed using the AGEA facility available at the ABA, allowing users to screen for genes expressed in a selected ROI [12]. The area investigated, focused on the DPGi, corresponded to AGEA coordinates: 11.154/5.422/5.887.
Results
Data mining for genes expressed in the Nucleus papilio in the mouse brain
The NPCalb was previously defined as a symmetric cluster of Calb-expressing neurons, lodged in the DPGi, which in the mouse brain spans a distance of ~0.6 mm, from Bregma levels −5.8 to −6.4 mm [9]. The ABA ISH data available for the Calb1 gene show that Calb1 mRNA expression fully recapitulates the protein expression (Figure 1) [9, 17].
Figure 1.
Expression of Calb1 mRNA (A and B) and protein (C) in the NPCalb. ISH images (A and B) were taken from the Allen Brain Atlas (Image credit: Allen Institute; http://mouse.brain-map.org/experiment/show/79556672). (B) It is a higher magnification of the image shown in (A), focusing only on one hemisphere. (C) It is a confocal image of a mouse brain coronal section immunostained for Calb protein, showing immunoreactivity in neuronal cell bodies within the DPGi and in neuritis in surrounding areas (Pr and Gi). DPGi, dorsal paragigantocellular nucleus; Gi, gigantocellular reticular nucleus; MVeMC, medial vestibular nucleus, magnocellular; MVePC, medial vestibular nucleus, parvicellular; NP, Nucleus papilio; Pr, prepositus nucleus; V4, fourth ventricle.
For the ALLENMINER search, we drew only on data that were derived from coronally sectioned ISH series (4,216 datasets available for 3,968 genes—see the “Methods” section). Consequently, they relate to only a fraction of the murine genome. Additional data mining using AGEA yielded 107 pages each comprising 20 genes, with ISH data also corresponding to coronal sections. The genes that were selected by both automated searches were further screened by visual inspection of the imaged ISH sections that traversed the NPCalb area. After this second round of screening, we eliminated genes for which the signals were so low as to raise doubts respecting their specificity and those with ubiquitous expression in the medulla oblongata.
The screens identified 141 genes, which are restrictedly expressed in discrete regions of the medulla oblongata, including the area comprising the NPCalb. Figures 2 and 3 illustrate examples of genes that manifest such restricted expression patterns, with a focus on the area corresponding to the NPCalb. The genes fall into several main categories (Figure 4; Tables 2–4):
Figure 2.
Genes showing expression in the area of the NPCalb—Part 1. The expression profile of the following genes is shown: (A) Calb1, (B) Cacna1g, (C) Cartpt, (D) Cck, (E) Cnr1, (F) Crh, (G) Crhr1, (H) Ecel1, (I) Fxyd7, (J) Grik1, (K) Grm8, (L) Htr2c, (M) Kcng3, (N) Kcnip3, and (O) Ly6h. For the complete name of the genes shown, as well as the function of the encoded proteins, see Tables 1–3. Red, respectively white, dashed lines delimit the NPCalb area. Black, respectively white, lines delimit the fourth ventricle. Data for the Calb1 gene are given in panel (A) as reference. For each gene are shown both the ISH image (left; obtained with a digoxygenin-based method) and the corresponding colored image (right; ranging from blue to red, respectively from low to high expression) (Image credit: Allen Institute; Calb1: http://mouse.brain-map.org/experiment/show/79556672; Cacna1g: http://mouse.brain-map.org/experiment/show/71587822; Cartpt: http://mouse.brain-map.org/experiment/show/72077479; Cck: http://mouse.brain-map.org/experiment/show/200; Cnr1: http://mouse.brain-map.org/experiment/show/79591675; Crh: http://mouse.brain-map.org/experiment/show/292; Crhr1: http://mouse.brain-map.org/experiment/show/297; Ecel1: http://mouse.brain-map.org/experiment/show/70231305; Fxyd7: http://mouse.brain-map.org/experiment/show/73592536; Grik1: http://mouse.brain-map.org/experiment/show/75749751; Grm8: http://mouse.brain-map.org/experiment/show/73771227; Htr2c: http://mouse.brain-map.org/experiment/show/73636098; Kcng3: http://mouse.brain-map.org/experiment/show/71717451; Kcnip3: http://mouse.brain-map.org/experiment/show/71587887; Ly6h: http://mouse.brain-map.org/experiment/show/71924388).
Figure 3.
Genes showing expression in the area of the NPCalb—Part 2. The expression profile of the following genes is shown: (A) Necab2, (B) Nell2, (C) Nnat, (D) Nos1, (E) Nptx1, (F) Ntng1, (G) Nucb2, (H) Nxph1, (I) Pnoc, (J) Ptpro, (K) Rgs10, (L) Scn3b, (M) Sez6, (N) Slit1, and (O) Sncg. See the legend of Figure 2 for details (Image credit: Allen Institute; Necab2: http://mouse.brain-map.org/experiment/show/73788010; Nell2: http://mouse.brain-map.org/experiment/show/72103854; Nnat: http://mouse.brain-map.org/experiment/show/77887874; Nos1: http://mouse.brain-map.org/experiment/show/75147762; Nptx1: http://mouse.brain-map.org/experiment/show/73520998; Ntng1: http://mouse.brain-map.org/experiment/show/71924185; Nucb2: http://mouse.brain-map.org/experiment/show/75774683; Nxph1: http://mouse.brain-map.org/experiment/show/75084479; Pnoc: http://mouse.brain-map.org/experiment/show/75038402; Ptpro: http://mouse.brain-map.org/experiment/show/72340109; Rgs10: http://mouse.brain-map.org/experiment/show/74511849; Scn3b: http://mouse.brain-map.org/experiment/show/71064082; Sez6: http://mouse.brain-map.org/experiment/show/71063725; Slit1: http://mouse.brain-map.org/experiment/show/73788105; Sncg: http://mouse.brain-map.org/experiment/show/72081426).
Figure 4.
Proportions of the several categories of genes expressed in the NPCalb area. See also Tables 1–3 for details on gene name and function.
Table 2.
Genes Expressed in the DPGi/NPCalb Region—Part 1
| Gene | Complete name | Molecular activity | Biological process |
|---|---|---|---|
| Adarb1 | Adenosine deaminase, RNA-specific, B1 | Enzyme | Nucleic acid processing |
| Adcyap1 | Adenylate cyclase activating polypeptide 1 (=PACAP) | Neuropeptide | Neurotransmission/synapse functioning (neuropeptide) [18, 19] |
| Adk | Adenosine kinase | Enzyme | Metabolism (adenine) [20] |
| Ajap1 | Adherens junction associated protein 1 (=Shrew1) | Cell adhesion/ECM/axon guidance | |
| Apba1 | Amyloid beta (A4) precursor protein binding, family A, member 1 (=X11/Mint1) | Adaptator protein | Neurotransmission/synapse functioning (neurotransmitter release) |
| Arl10 | ADP-ribosylation factor-like 10 | GTPase activity | Multiple |
| Asic2 | Acid-sensing (proton-gated) ion channel 2 | Sodium channel | Ion channel |
| Baiap3 | BAI1-associated protein 3 | Neurotransmission/synapse functioning (SNARE-dependent exocytosis) | |
| Btbd11 | BTB (POZ) domain containing 11 | ||
| Cacna1g | Calcium channel, voltage-dependent, T type, alpha 1G subunit (=Cav3.1) | Calcium channel | Ion channel [21–23] |
| Cacna1h | Calcium channel, voltage-dependent, T type, alpha 1H subunit (=Cav3.2) | Calcium channel | Ion channel [21–23] |
| Cacna2d1 | Calcium channel, voltage-dependent, alpha2/delta subunit 1 (=a2d1) | Calcium channel | Ion channel |
| Cacna2d3 | Calcium channel, voltage-dependent, alpha2/delta subunit 3 (=a2d3) | Calcium channel | Ion channel |
| Cacng5 | Calcium channel, voltage-dependent, gamma subunit 5 | Calcium channel | Ion channel |
| Cadps2 | Ca2+-dependent activator protein for secretion 2 | Neurotransmission/synapse functioning (dendritic spine maintenance) | |
| Calb1 | Calbindin 1 (=Calbindin D28k) | EF-hand Ca binding; calcium sensor/buffer | Calcium homeostasis [9] |
| Calb2 | Calbindin 2 (=Calretinin) | EF-hand Ca binding; calcium sensor/buffer | Calcium homeostasis |
| CamkV | CaM kinase-like vesicle-associated | Enzyme | Neurotransmission/synapse functioning |
| Cartpt | CART prepropeptide | Neuropeptide | Neurotransmission/synapse functioning (neuropeptide) [24–26] |
| Cck | Cholecystokinin | Neuropeptide | Neurotransmission/synapse functioning (neuropeptide) [27, 28] |
| Cdh8 | Cadherin 8 | Protein binding | Cell adhesion/ECM/axon guidance |
| Cdh13 | Cadherin 13 (=Tcad) | Protein binding | Cell adhesion/ECM/axon guidance |
| Cd24a | CD24a antigen | Protein binding | Cell adhesion/ECM/axon guidance |
| Chrm2 | Cholinergic receptor, muscarinic 2, cardiac (=AChR-M2) | GPCR | Neurotransmission/synapse functioning (cholinergic receptor) [29–31] |
| Chrm3 | Cholinergic receptor, muscarinic 3, cardiac (=AChR-M3) | GPCR | Neurotransmission/synapse functioning (cholinergic receptor) [29–31] |
| Cnr1 | Cannabinoid receptor 1 (brain) (=CB1) | GPCR | Neurotransmission/synapse functioning (cannabinoid receptor) [32, 33] |
| Cntnap2 | Contactin associated protein-like 2 (=Caspr2) | Protein binding | Cell adhesion/ECM/axon guidance [34] |
| Coch | Cochlin | Protein binding | Immunity |
| Col6a1 | Collagen, type VI, alpha 1 | ECM structural component | Cell adhesion/ECM/axon guidance |
| Col27a1 | Procollagen, type XXVII, alpha 1 | ECM structural component | Cell adhesion/ECM/axon guidance |
| Cpne6 | Copine VI | Ca binding; Ca sensor | Neurotransmission/synapse functioning |
| Crh | Corticotropin releasing hormone | Neuropeptide | Neurotransmission/synapse functioning (neuropeptide) [35] |
| Crhr1 | Corticotropin releasing hormone receptor 1 | GPCR | Neurotransmission/synapse functioning (neuropeptide receptor) |
| Crtac1 | Cartilage acidic protein 1 (=Lotus) | Ca binding; protein binding | Cell adhesion/ECM/axon guidance |
| Ctxn1 | Cortexin 1 | ||
| Cux2 | Cut-like homeobox 2 | Transcription factor | Nucleic acid processing |
| Cyp26b1 | Cytochrome P450, family 26, subfamily b, polypeptide 1 | Enzyme | Metabolism |
| Deptor | DEP domain containing MTOR-interacting protein (=Depdc6) | Cell signaling | |
| Dkk3 | Dickkopf WNT signaling pathway inhibitor 3 | Secreted ligand | Cell signaling |
| Dpp10 | Dipeptidylpeptidase 10 | Enzyme | Proteolysis |
| Ecel1 | Endothelin converting enzyme-like 1 | Enzyme | Multiple |
| Esyt1 | Extended synaptotagmin-like protein 1 | Ca/lipid/protein binding | Intracellular lipid dynamics |
| Fbxw7 | F-box and WD-40 domain protein 7 | Protein binding | Cell signaling |
| Foxa1 | Forkhead box A1 | Transcription factor | Nucleic acid processing |
| Foxp1 | Forkhead box P1 | Transcription factor | Nucleic acid processing |
| Fxyd6 | FXYD domain-containing ion transport regulator 6 | Na-K ATPase regulator | Ion channel regulation |
| Fxyd7 | FXYD domain-containing ion transport regulator 7 | Na-K ATPase regulator | Ion channel regulation |
A list of the genes that are restrictedly expressed in discrete regions of the murine medulla oblongata, including the region embracing the Nucleus papilio, as revealed by ALLENMINER and AGEA searches of the ISH images in the ABA. The abbreviated as well as the full name of each gene are given, together with their known or putative molecular activity and functions (in ontologic terms). In gray: genes that have been experimentally implicated in the regulation of the sleep/wake cycle, with references indicated.
Table 3.
Genes Expressed in the DPGi/NPCalb Region—Part 2 (see the footnote of Table 2)
| Gene | Complete name | Molecular activity | Biological process |
|---|---|---|---|
| Gabra1 | Gamma-aminobutyric acid (GABA) A receptor, subunit alpha 1 | Transmitter gated ion channel activity | Neurotransmission/synapse functioning (GABA receptor) |
| Gad1 | Glutamic acid decarboxylase 1 | Enzyme | Neurotransmission/synapse functioning (GABA synthesis) |
| Gad2 | Glutamic acid decarboxylase 2 | Enzyme | Neurotransmission/synapse functioning (GABA synthesis) |
| Glra1 | Glycine receptor, alpha 1 subunit | Transmitter gated ion channel activity | Neurotransmission/synapse functioning (glycine receptor) |
| Glra4 | Glycine receptor, alpha 4 subunit | Transmitter gated ion channel activity | Neurotransmission/synapse functioning (glycine receptor) |
| Gpr125 | G protein-coupled receptor 125 (=Adgra3) | GPCR | Cell signaling |
| Gpr137 | G protein-coupled receptor 137 | GPCR | Cell signaling |
| Grid1 | Glutamate receptor, ionotropic, delta 1 | Transmitter gated ion channel activity | Neurotransmission/synapse functioning (glutamate receptor) |
| Grik1 | Glutamate receptor, ionotropic, kainate 1 | Transmitter gated ion channel activity | Neurotransmission/synapse functioning (kainate/glutamate receptor) |
| Grin3a | Glutamate receptor ionotropic, NMDA3A | Transmitter gated ion channel activity | Neurotransmission/synapse functioning (NMDA/glutamate receptor) |
| Grm8 | Glutamate receptor, metabotropic 8 | GPCR | Neurotransmission/synapse functioning (glutamate receptor) |
| Grsf1 | G-rich RNA sequence binding factor 1 | RNA binding | Nucleic acid processing |
| Gsta4 | Glutathione S-transferase, alpha 4 | Enzyme | Metabolism (glutathione metabolism) |
| Hap1 | Huntingtin-associated protein 1 | Protein binding | Axonal transport |
| Hcn1 | Hyperpolarization-activated, cyclic nucleotide-gated K+ 1 | Potassium channel | Ion channel |
| Htr2c | 5-Hydroxytryptamine (serotonin) receptor 2C | GPCR | Neurotransmission/synapse functioning (serotonin receptor) [36] |
| Igsf21 | Immunoglobulin superfamily, member 21 | Protein binding | Cell adhesion/ECM/axon guidance |
| Itm2c | Integral membrane protein 2C | ||
| Kcna1 | Potassium voltage-gated channel, shaker-related subfamily, member 1 (=Kv1.1) | Potassium channel | Ion channel |
| Kcnab1 | Potassium voltage-gated channel, shaker-related subfamily, beta member 1 (=Kv1.3) | Potassium channel | Ion channel |
| Kcnc2 | Potassium voltage gated channel, Shaw-related subfamily, member 2 (=Kv3.2) | Potassium channel | Ion channel [37] |
| Kcnc3 | Potassium voltage gated channel, Shaw-related subfamily, member 3 (=Kv3.3) | Potassium channel | Ion channel [38] |
| Kcng3 | Potassium voltage-gated channel, subfamily G, member 3 (=Kv6.3) | Potassium channel | Ion channel |
| Kcng4 | Potassium voltage-gated channel, subfamily G, member 4 (=Kv6.4) | Potassium channel | Ion channel |
| Kcnj3 | Potassium inwardly rectifying channel, subfamily J, member 3 | Potassium channel | Ion channel |
| Kcnip1 | Kv channel-interacting protein 1 (=KCHIP1) | K channel regulator (Ca binding) | Ion channel regulation |
| Kcnip4 | Kv channel interacting protein 4 (=KCHIP4) | K channel regulator (Ca binding) | Ion channel regulation |
| Lrrn1 | Leucine rich repeat protein 1, neuronal | ||
| Ly6h | Lymphocyte antigen 6 complex, locus H | Prototoxin | Neurotransmission/synapse functioning (modulation of AchR activity) |
| Megf11 | Multiple EGF-like-domains 11 | Cell adhesion/ECM/axon guidance | |
| Mesdc2 | Mesoderm development candidate 2 | Chaperone LDL | Cell signaling |
| Myo5b | Myosin VB | Multiple | Cytoskeleton dynamics |
| Ndst4 | N-deacetylase/N-sulfotransferase (heparin glucosaminyl) 4 | Enzyme | Metabolism (glycosaminoglycan) |
| Necab2 | N-terminal EF-hand calcium binding protein 2 | EF-hand Ca binding | |
| Necab3 | N-terminal EF-hand calcium binding protein 3 | EF-hand Ca binding | |
| Nell2 | NEL-like 2 (neural EGF like 2) | Ca/protein/ECM binding | Cell adhesion/ECM/axon guidance |
| Nnat | Neuronatin | Multiple | |
| Nos1 | Nitric oxide synthase 1, neuronal | Enzyme | Neurotransmission/synapse functioning (NO synthesis) [39–41] |
| Nos1ap | Nitric oxide synthase 1 (neuronal) adaptor protein (=Capon) | Protein binding | Neurotransmission/synapse functioning (NO synthesis) |
| Npnt | Nephronectin | Ca/protein/ECM binding | Cell adhesion/ECM/axon guidance |
| Nptx1 | Neuronal pentraxin 1 (=NP1) | Neurotransmission/synapse functioning | |
| Nrg1 | Neuregulin 1 | Protein binding | Cell signaling |
| Nrn1 | Neuritin 1 | Neurotransmission/synapse functioning | |
| Ntng1 | Netrin G1 | Protein binding | Cell adhesion/ECM/axon guidance |
| Nucb2 | Nucleobindin 2 | Ca2+/DNA binding/neuropeptide | Neurotransmission/synapse functioning (neuropeptide) [42, 43] |
| Nxph1 | Neurexophilin 1 | Neurexin ligand | Neurotransmission/synapse functioning (neuropeptide-like) |
| Nxph4 | Neurexophilin 4 | Neurexin ligand | Neurotransmission/synapse functioning (neuropeptide-like) |
Table 4.
Genes Expressed in the DPGi/NPCalb Region—Part 3 (see the footnote of Table 2)
| Gene | Complete name | Molecular activity | Biological process |
|---|---|---|---|
| Pcp4 | Purkinje cell protein 4 | Ca/protein binding | Multiple |
| Pcp4l1 | Purkinje cell protein 4-like 1 | Ca/protein binding | Multiple |
| Penk | Preproenkephalin | Neuropeptide | Neurotransmission/synapse functioning (neuropeptide) |
| Pnoc | Prepronociceptin | Neuropeptide | Neurotransmission/synapse functioning (neuropeptide) |
| Psd | Pleckstrin and Sec7 domain containing (=EFA6) | GEF activity | Axonal transport |
| Ptpro | Protein tyrosine phosphatase, receptor type, O | Receptor/enzyme | Neurotransmission/synapse functioning (promotes synapse formation) |
| Pvalb | Parvalbumin | EF-hand Ca binding; calcium sensor/buffer | Calcium homeostasis [44] |
| Rec8 | REC8 meiotic recombination protein | Chromatin binding | Nucleic acid processing |
| Rgs4 | Regulator of G-protein signaling 4 | GTPase activator | Cell signaling |
| Rgs10 | Regulator of G-protein signaling 10 | GTPase activator | Cell signaling |
| Scn3b | Sodium channel, voltage-gated, type III, beta | Sodium channel | Ion channel |
| Scn4b | Sodium channel, type IV, beta | Sodium channel | Ion channel |
| Scrt1 | Scratch family zinc finger 1 | Transcription repressor | Nucleic acid processing |
| Sdk2 | Sidekick homolog 2 (chicken) | Cell adhesion/ECM/axon guidance | |
| Slc6a7 | Solute carrier family 6 (neurotransmitter transporter, l-proline), member 7 | Proline transporter | Multiple |
| Slc8a1 | Solute carrier family 8 (sodium/calcium exchanger), member 1 (=Ncx1) | Ca/Na antiporter | Calcium homeostasis |
| Slc17a6 | Solute carrier family 6 (sodium-dependent inorganic phosphate cotransporter), member 6 | Vesicular neurotransmitter transporter | Neurotransmission/synapse functioning (=VGlut2, glutamate transporter) |
| Slc17a7 | Solute carrier family 6 (sodium-dependent inorganic phosphate cotransporter), member 7 | Vesicular neurotransmitter transporter | Neurotransmission/synapse functioning (=VGlut1, glutamate transporter) |
| Slc32a1 | Solute carrier family 32 (GABA vesicular transporter), member 1 | Vesicular neurotransmitter transporter | Neurotransmission/synapse functioning (=VGAT, GABA transporter) |
| Slc36a1 | Solute carrier family 36 (proton/amino acid symporter), member 1 | Transmembrane transporter | Multiple |
| Sema3a | Semaphorin 3A | Protein/ECM binding | Cell adhesion/ECM/axon guidance |
| Sema6a | Semaphorin 6a | Protein/ECM binding | Cell adhesion/ECM/axon guidance |
| Sez6 | Seizure related gene 6 (=BSRP-C) | Neurotransmission/synapse functioning (shaping dendritic arborization) | |
| Sez6l | Seizure related 6 homolog like | Neurotransmission/synapse functioning (shaping dendritic arborization) | |
| Sh3bgrl2 | SH3 domain binding glutamic acid-rich protein like 2 | ||
| Slit1 | Slit guidance ligand 1 | Ca/protein/ECM binding | Cell adhesion/ECM/axon guidance |
| Slit2 | Slit guidance ligand 2 | Ca/protein/ECM binding | Cell adhesion/ECM/axon guidance |
| Snca | Synuclein, alpha | Protein binding | Multiple (involved in synucleinopathies including PD; RBD) [45, 46] |
| Sncg | Synuclein, gamma | Protein binding | Multiple |
| Sphkap | SPHK1 interactor, AKAP domain containing (=SKIP) | A kinase anchoring protein | |
| Spp1 | Secreted phosphoprotein 1 (=OPN) | Cytokine/ECM binding | Cell adhesion/ECM/axon guidance |
| Steap2 | Six transmembrane epithelial antigen of prostate 2 | Enzyme | Multiple |
| Sv2b | Synaptic vesicle glycoprotein 2 b | Transmembrane transporter | Neurotransmission/synapse functioning (vesicular transport/exocytosis) |
| Sv2c | Synaptic vesicle glycoprotein 2c | Transmembrane transporter | Neurotransmission/synapse functioning (vesicular transport/exocytosis) |
| Syt4 | Synaptotagmin IV | Ca/protein/lipid binding | Neurotransmission/synapse functioning (vesicular transport/exocytosis) |
| S100a10 | S100 calcium-binding protein A10 (=calgizzarin) | EF-hand Ca binding/protein binding | Multiple |
| S100b | S100 protein, beta polypeptide, neural | EF-hand Ca binding/protein binding | Multiple (marker in sleep disturbance syndromes and PD) |
| Tesc | Tescalcin | EF-hand Ca binding/protein binding | Multiple |
| Tmem65 | Transmembrane protein 65 | ||
| Tpbg | Trophoblast glycoprotein | ||
| Usp11 | Ubiquitin-specific peptidase 11 | Enzyme | Proteolysis |
| Vat1l | Vesicle amine transport protein 1 homolog-like | ||
| Whrn | Whirlin | Cytoskeleton dynamics | |
| Zfp385b | Zinc finger protein 385B | Transcription factor | Nucleic acid processing |
| Zfhx4 | Zinc finger homeodomain 4 | Transcription factor | Nucleic acid processing |
| Zfp365 | Zinc finger protein 365 | Transcription factor | Nucleic acid processing |
| Zkscan16 | Zinc finger with KRAB and SCAN domains 16 | Transcription factor | Nucleic acid processing |
“Neurotransmission”: Neuropeptides: Adcyap1; Cartpt, Cck, Crh, Nucb2, Nxph1, Nxph4, Penk, Pnoc. Neurotransmitter/neuropeptide receptor: Chrm2, Chrm3, Cnr1, Crhr1, Gabra1, Glra1, Glra4, Grid1, Grik1, Grin3a, Grm8, Htr2c. Neurotransmitter synthesis/transport/release/exocytosis: Apba1, Baiap3, Gad1, Gad2, Nos1, Nos1ap; Slc17a6, Slc17a7, Slc32a1, Sv2b, Sv2c, Syt4.
“Synapse functioning”: Cadps2, Nrn1, Ptpro, Sez6, Sez6l, Sv2b, Sv2c.
“Ion channel”: For calcium: Cacna1g, Cacna1h, Cacna2d1, Cacna2d3, Cacng5. For potassium: Hcn1, Kcna1, Kcnb1, Kcnc2, Kcnc3, Kcng3, Kcng4, Kcnj3. For sodium: Asic2, Scn3b, Scn4b. Ion channel regulation: Fxyd6, Fxyd7, Kcnip1, Kcnip4.
“Cell adhesion/Extracellular matrix/Axon guidance”: Ajap, Cdh8, Cdh13, Cd24a, Cntnap2, Col6a1, Col27a1, Crta1, Igsf21, Megf11, Nell2, Npnt, Ntng1, Sdk2, Sema3a, Sema6a, Slit1, Slit2, Spp1.
“Nucleic acid processing”: Adarb1, Cux2, Foxa1, Foxp1, Grsf1, Rec8, Scrt1, Zfp365, Zfp385b, Zfhx4, Zkscan16.
Some other less represented categories included metabolism, cell signaling, and calcium homeostasis.
Identifying neurotransmitters and neuropeptides expressed in the Nucleus papilio
We have started previously to investigate the neurotransmitter status of NPCalb neurons, by showing that a significant proportion (33.8%) of Calb-positive neurons were glutamatergic and that none were GABAergic [9]. Analyzing the ABA ISH data on sagittal sections revealed that the Slc6a5 gene, encoding the Glyt2 glycine vesicular transporter, and the Chat gene, encoding choline acetyltransferase, were also expressed in the region of the medulla oblongata. Immunostaining for Calb on coronal sections from GlyT2-GFP mouse brain revealed that NPCalb neurons were not glycinergic (Figure 5A–C′). Similarly, double immunostaining for Calb and Chat revealed the absence of Chat expression in NPCalb neurons (Figure 5D–F′).
Figure 5.
NPCalb neurons are neither glycinergic nor cholinergic. (A–C′) Coronal sections from a GlyT2-GFP mouse brain, stained for Calb (red) and GFP (green). The dashed square in (C) marks the area shown at higher magnification in panels (A′–C′). (D–F′) Coronal sections from a C57Bl6 mouse brain, stained for Calb (red) and ChAT (green). The dashed square in (F) marks the area shown at higher magnification in panels (D′–F′). Bars represent 100 µm.
Our search identified several genes encoding neuropeptides that are likely to be coexpressed with Calb1, namely, Cartpt (encoding Cart, cocaine-and-amphetamine-regulated transcript), Cck (encoding cholecystokinin), Crh (encoding corticotrophin-releasing hormone), Nucb2 (encoding nesfatin 1), Penk (encoding preproenkephalin), and Pnoc (encoding prepronociceptin) (see Figures 2 and 3 for the ABA ISH data). For the immunohistochemical revelation of coexpression, coronal sections through murine brains were double-stained for Calb and two of these neuropeptides. Nesfatin immunoreactivity was present in all Calb-immunoreactive neurons of the NPCalb (Figure 6A–C and A′–C′), whereas that for Cart (Figure 6D–F and D′–F′) was apparent in some, but not all. In addition, some cells lying close to the Calb-immunoreactive neurons were positive for each of the tested peptides, but not for Calb. Noteworthy, similar observations were made using sections from rat brains (not shown). We estimated that 27.2% ± 5.6% of the DPGi Calb+ cells were Cart+ (counting performed on each second sections in n = 8 mice) and that 65.9% ± 13.7% of the DPGi Cart+ cells were Calb+ (counting performed in n = 3 mice).
Figure 6.
Cart and Nesfatin neuropeptide expression in NPCalb neurons. Coronal sections from a C57Bl6 mouse brain, stained for Calb and either Nesfatin (A–C) or Cart (D–F) in the NPCalb. All Calb-positive NPCalb-neurons coexpress Nesfatin, while coexpression with Cart is limited to few neurons (marked by arrows in D′–F′). Panels (A′–C′) and (D′–F′) are higher magnifications. All images were obtained with confocal microscope. Bars represent 100 µm.
Cart-expressing neurons within the DPGi are glutamatergic
With the aim of analyzing the neurotransmitter status of the Cart-expressing neurons in the NPCalb/DPGI area, glutamatergic, respectively GABAergic, neurons within the medulla oblongata were labeled by means of fluorescent adenovirus tracer injection in Slc17a6::Cre mouse brains (encoding the VGlut2 glutamate transporter) and Slc32a1::Cre (encoding the VGAT GABA transporter). In these conditions, glutamatergic, respectively GABAergic, cell bodies could be easily identified by their strong fluorescence. Co-staining with anti-Cart antibody revealed that all Cart-positive cells within the DPGi were VGlut2-positive and that none was VGat-positive, highlighting their glutamatergic nature (Figure 7). In addition, Cart-positive cells located in either the adjacent Nucleus prepositus or the gigantocellular reticular nucleus were also mostly glutamatergic, while only very few Cart-positive cells within the Nucleus prepositus appeared as GABAergic.
Figure 7.
Cart-expressing neurons within the DPGi are glutamatergic. Immunostaining with Cart antibody reveals the glutamatergic nature of all Cart-expressing neurons in the DPGI. Shown are representative coronal sections through the medulla oblongata of a brain from (A–C′) Slc7a6::Cre (VGlut2-Cre) and (D–F′) Slc32a1::Cre (VGAT-Cre) mice, injected with Cre-dependent AAV-Tomato. In (C), respectively (F), a dashed square indicates the area presented at higher magnification in (A′–C′), respectively (D′–F′). White arrows in (A) and (D) point to Cart+ cells. Within the DPGi and the Gi, all Cart+ neurons are glutamatergic (yellow arrows in B), while none are GABAergic (white arrows in E). On the contrary, in the prepositus nucleus both glutamatergic and GABAergic Cart+ neurons are visible (yellow arrows pointing to Pr neurons in B and E). Bars represent 100 µm.
Cart-expressing neurons within the DPGi are activated during REM sleep
In an experimental paradigm consisting of REM sleep rebound following a 72 h REM sleep deprivation, we could demonstrate that neurons of the DPGi [47–49], and particularly the NPCalb neurons [9], were activated during REM sleep, as demonstrated by neuronal c-fos immunoreactivity. A similar test performed on mice revealed that Cart-positive neurons localized within the DPGi of the medulla oblongata were activated during REM sleep too. Only in the DPGi significant differences between the three different groups analyzed could be observed (REM sleep deprivation group; REM sleep deprivation + rebound group; Control group) (Figure 8). Indeed, in the REM sleep rebound group, we quantified 41.6% ± 6.9% of DPGi Cart-positive neurons displaying c-fos immunoreactivity and 31% ± 6.5% of DPGi c-fos+ cells being Cart+. Analyzing the other areas (including the Gi, the LPGi, the mlf, the 10N/Sol), no significant difference between the three groups was observed (Figure 8). This experiment suggests that Cart-expressing neurons in the DPGi are activated during the REM phase of sleep.
Figure 8.
Analysis of c-fos immunoreactivity in Cart-expressing neurons in the medulla oblongata during REM sleep. (A–C) Representative coronal section from the brain of an animal of the group “REM sleep deprivation and rebound,” stained for Cart (red) and c-fos (green). The two arrows in panel C point to Cart+c-fos+ neurons. (D–F) Representative brain coronal sections from animals of each three groups used for the REM sleep deprivation and rebound assay (REMSD + R, REM sleep deprivation and rebound; REMSD, REM sleep deprivation; C, Control), immunostained for c-fos. (G) Percentage of c-fos immunoreactive cells within the Cart+ population, in different brain areas. Counting was performed on alternating coronal sections from three animals of each three groups (REMSD + R; REMSD; C). Statistical significance at p < 0.05 between the different groups was achieved only in the DPGi; group REMS-D+R versus group C: t = 10.78389 and p = 0.000019; group REMS-D+R versus group REMS-D: t = 10.78389 and p = 0.000019. DPGi, dorsal paragigantocellular nucleus; Gi, gigantocellular reticular nucleus; LPGi, lateral paragigantocellular nucleus; mlf, medial longitudinal fasciculus; MVe, medial vestibular nucleus; Pr, prepositus nucleus; 4V, fourth ventricle; 10N, dorsal motor nucleus of vagus/Sol: nucleus of the solitary tract.
Discussion
The Nucleus papilio is a recently described brainstem structure, characterized by Calb immunoreactivity, and by its involvement in triggering eye movement during the REM sleep period [9]. Through an extensive data mining of the ABA, we propose here a list of genes that are likely to be expressed in the NPCalb. Several of these genes encode proteins involved in the synthesis/transport of neurotransmitters, namely, Slc17a7 and Slc17a6 (encoding VGlut1- and VGlut2-glutamate transporter, respectively), Gad1/2 (encoding glutamic acid decarboxylase, which is responsible for the production of GABA), and Slc32a1 (encoding a GABA transporter). By injecting Cre-dependent AAV-Tomato virus in Slc17a6::Cre and Slc17a7::Cre (both specific for glutamatergic neurons) and Slc32a1::Cre mice (specific for GABAergic neurons), we were able to show the absence of Calb immunoreactivity in the GABAergic neurons of the DPGi, whereas a significant proportion of the Calb-positive neurons composing the NPCalb were of glutamatergic nature [9]. Analyzing the list of potential genes expressed in the NPCalb, several glutamate receptors and a single GABA receptor were found (Tables 2–4).
Of special interest for us were the genes encoding neuropeptides. Nesfatin 1 is derived from a precursor, nucleobindin 2, which via posttranslational cleavage, yields either the neuropeptide nesfatin 1 or the DNA/Ca2+-binding proteins nesfatin 2 and 3. Nesfatin 1 has been identified as a satiety molecule in the hypothalamus [50]. Albeit so, its widespread extra-hypothalamic expression indicates that it might exert endocrine and autonomic effects on energy expenditure [51]. Cart peptides have been implicated in the regulation not only of food intake and body weight, but also of a variety of physiological processes, including drug reward/reinforcement and stress [52, 53], findings that are consistent with the complex pattern of Cart immunoreactivity in the rat brain [54]. Cart has been shown to coexist with Calb-D28k in granule cells of the dentate gyrus [55] and to be coexpressed with nesfatin in several hypothalamic and non-hypothalamic areas of the rat brain [51, 56, 57], including MCH-neurons. Data presented in the present study indicate that both peptides are coexpressed also in some Calb-immunoreactive neurons of the NPCalb. Several studies that have been recently conducted afford evidence for a role of nesfatin 1 in the regulation of REM sleep. Disruption of nesfatin signaling in the tuberal hypothalamic neurons, by the intra-cerebroventricular administration of either an antiserum against the neuropeptide or Nucb2 antisense, has been shown to suppress REM sleep [24]. Similarly, deprivation of REM sleep led to a downregulation of nesfatin 1 expression, which was reverted during REM rebound [25]. And finally, the activity of these hypothalamic nesfatin-positive neurons (which are also MCH positive), as monitored by c-fos immunostaining, was correlated with REM sleep [24, 25]. Clear evidence in favor of an involvement of Cart in the regulation of the sleep/wake regulation has not been forthcoming [26]. Indeed, although an intra-cerebroventricular injection of the Cart55-102-peptide promotes the wake phase in rats [18], both Cart-positive and Cart-negative MCH-immunoreactive neurons in the hypothalamus are activated during REM sleep [19, 20]. Our finding that a significant proportion of Cart-expressing neurons in the DPGi were c-fos-positive following REM sleep rebound is thus particularly interesting and suggests a possible involvement of Cart in regulating some aspects of REM sleep.
The Calb-expressing neurons forming the NPCalb appear to form a heterogeneous population, involved partly in controlling eye movement during REM sleep [9], with a substantial number being excitatory glutamatergic neurons, and with the neuropeptides Cart and nociceptin being expressed only in a subset of these neurons while nesfatin being present in all of them (this study). In addition, the surrounding DPGi also contains another pool of inhibitory GABAergic neurons involved in the initiation of REM sleep, as well as glycinergic and cholinergic neurons [4, 7, 8]. Deciphering the specific neuronal connections made by these particular neuronal populations will be challenging toward a better understanding of the functions of this nucleus in regulating various aspects of REM sleep. Indeed, apart from their connections to the three eye motor nuclei, we observed strong efferent connections of the NPCalb neurons to several of the brain areas involved in the initiation and the maintenance of REM sleep (including the subcoeruleus nucleus and the pontine reticular nuclei) [9], suggesting additional roles for the NPCalb in regulating some aspects of REM sleep.
Acknowledgments
We thank Simone Eichenberger, Drs Viktoria Szabolcsi, and Diana Waldmeyer-Roccaro for their technical assistance. We thank Dr Zeilhofer for the kind gift of GlyT2-GFP mice.
Funding
This work was funded by the Canton of Fribourg (Switzerland) and the Swiss National Foundation (31003A-144036 and 320030-179565).
Disclosure Statement
Financial disclosure: none.
Nonfinancial disclosure: none.
References
- 1. Peever J, et al. The biology of REM sleep. Curr Biol. 2017;27(22):R1237–R1248. [DOI] [PubMed] [Google Scholar]
- 2. Reinoso-Suárez F, et al. Brain structures and mechanisms involved in the generation of REM sleep. Sleep Med Rev. 2001;5(1):63–77. [DOI] [PubMed] [Google Scholar]
- 3. Brown RE, et al. Control of sleep and wakefulness. Physiol Rev. 2012;92(3):1087–1187. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Luppi PH, et al. Paradoxical (REM) sleep genesis by the brainstem is under hypothalamic control. Curr Opin Neurobiol. 2013;23(5):786–792. [DOI] [PubMed] [Google Scholar]
- 5. Weber F, et al. Circuit-based interrogation of sleep control. Nature. 2016;538(7623):51–59. [DOI] [PubMed] [Google Scholar]
- 6. Scammell TE, et al. Neural circuitry of wakefulness and sleep. Neuron. 2017;93(4):747–765. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Goutagny R, et al. Role of the dorsal paragigantocellular reticular nucleus in paradoxical (rapid eye movement) sleep generation: a combined electrophysiological and anatomical study in the rat. Neuroscience. 2008;152(3):849–857. [DOI] [PubMed] [Google Scholar]
- 8. Clément O, et al. The inhibition of the dorsal paragigantocellular reticular nucleus induces waking and the activation of all adrenergic and noradrenergic neurons: a combined pharmacological and functional neuroanatomical study. PLoS One. 2014;9(5):e96851. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Gutierrez Herrera C, et al. Neurons in the Nucleus papilio contribute to the control of eye movements during REM sleep. Nat Commun. 2019;10(1):5225. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10. Davis FP, et al. A tool for identification of genes expressed in patterns of interest using the Allen Brain Atlas. Bioinformatics. 2009;25(13):1647–1654. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Girard F, et al. Gene expression analysis in the parvalbumin-immunoreactive PV1 nucleus of the mouse lateral hypothalamus. Eur J Neurosci. 2011;34(12):1934–1943. [DOI] [PubMed] [Google Scholar]
- 12. Ng L, et al. An anatomic gene expression atlas of the adult mouse brain. Nat Neurosci. 2009;12(3):356–362. [DOI] [PubMed] [Google Scholar]
- 13. Bilella A, et al. The Foxb1-expressing neurons of the ventrolateral hypothalamic parvafox nucleus project to defensive circuits. J Comp Neurol. 2016;524(15):2955–2981. [DOI] [PubMed] [Google Scholar]
- 14. Mendelson WB, et al. The flower pot technique of rapid eye movement (REM) sleep deprivation. Pharmacol Biochem Behav. 1974;2(4):553–556. [DOI] [PubMed] [Google Scholar]
- 15. Arthaud S, et al. Paradoxical (REM) sleep deprivation in mice using the small-platforms-over-water method: polysomnographic analyses and melanin-concentrating hormone and hypocretin/orexin neuronal activation before, during and after deprivation. J Sleep Res. 2015;24(3):309–319. [DOI] [PubMed] [Google Scholar]
- 16. Maloney KJ, et al. c-Fos expression in dopaminergic and GABAergic neurons of the ventral mesencephalic tegmentum after paradoxical sleep deprivation and recovery. Eur J Neurosci. 2002;15(4):774–778. [DOI] [PubMed] [Google Scholar]
- 17. Celio MR. Calbindin D-28k and parvalbumin in the rat nervous system. Neuroscience. 1990;35(2):375–475. [DOI] [PubMed] [Google Scholar]
- 18. Ahnaou A, et al. Long-term enhancement of REM sleep by the pituitary adenylyl cyclase-activating polypeptide (PACAP) in the pontine reticular formation of the rat. Eur J Neurosci. 1999;11(11):4051–4058. [DOI] [PubMed] [Google Scholar]
- 19. Fang J, et al. Pituitary adenylate cyclase activating polypeptide enhances rapid eye movement sleep in rats. Brain Res. 1995;686(1):23–28. [DOI] [PubMed] [Google Scholar]
- 20. Palchykova S, et al. Manipulation of adenosine kinase affects sleep regulation in mice. J Neurosci. 2010;30(39):13157–13165. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Tatsuki F, et al. Involvement of Ca(2+)-dependent hyperpolarization in sleep duration in mammals. Neuron. 2016;90(1):70–85. [DOI] [PubMed] [Google Scholar]
- 22. Pellegrini C, et al. Suppression of sleep spindle rhythmogenesis in mice with deletion of CaV3.2 and CaV3.3 T-type Ca(2+) channels. Sleep. 2016;39(4):875–885. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23. Anderson MP, et al. Thalamic Cav3.1 T-type Ca2+ channel plays a crucial role in stabilizing sleep. Proc Natl Acad Sci U S A. 2005;102(5):1743–1748. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Keating GL, et al. Wake promoting effects of cocaine and amphetamine-regulated transcript (CART). Neuropeptides. 2010;44(3):241–246. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Cvetkovic V, et al. Characterization of subpopulations of neurons producing melanin-concentrating hormone in the rat ventral diencephalon. J Neurochem. 2004;91(4):911–919. [DOI] [PubMed] [Google Scholar]
- 26. Hanriot L, et al. Characterization of the melanin-concentrating hormone neurons activated during paradoxical sleep hypersomnia in rats. J Comp Neurol. 2007;505(2):147–157. [DOI] [PubMed] [Google Scholar]
- 27. Chung S, et al. Identification of preoptic sleep neurons using retrograde labelling and gene profiling. Nature. 2017;545(7655):477–481. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. Zhang Z, et al. An excitatory circuit in the perioculomotor midbrain for non-REM sleep control. Cell. 2019;177(5):1293–1307.e16. [DOI] [PubMed] [Google Scholar]
- 29. Goutagny R, et al. Paradoxical sleep in mice lacking M3 and M2/M4 muscarinic receptors. Neuropsychobiology. 2005;52(3):140–146. [DOI] [PubMed] [Google Scholar]
- 30. Brunner JI, et al. Pharmacological validation of candidate causal sleep genes identified in an N2 cross. J Neurogenet. 2011;25(4):167–181. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31. Niwa Y, et al. Muscarinic acetylcholine receptors Chrm1 and Chrm3 are essential for REM sleep. Cell Rep. 2018;24(9):2231–2247.e7. [DOI] [PubMed] [Google Scholar]
- 32. Silvani A, et al. Multiple sleep alterations in mice lacking cannabinoid type 1 receptors. PLoS One. 2014;9(2):e89432. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33. Pava MJ, et al. Endocannabinoid signaling regulates sleep stability. PLoS One. 2016;11(3):e0152473. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Thomas AM, et al. Cntnap2 knockout rats and mice exhibit epileptiform activity and abnormal sleep/wake physiology. Sleep. 2017;40(1). doi: 10.1093/sleep/zsw026 [DOI] [PubMed] [Google Scholar]
- 35. Kimura M, et al. Conditional corticotropin-releasing hormone overexpression in the mouse forebrain enhances rapid eye movement sleep. Mol Psychiatry. 2010;15(2):154–165. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Monti JM. Serotonin control of sleep-wake behavior. Sleep Med Rev. 2011;15(4):269–281. [DOI] [PubMed] [Google Scholar]
- 37. Vyazovskiy VV, et al. Sleep EEG in mice that are deficient in the potassium channel subunit K.v.3.2. Brain Res. 2002;947(2):204–211. [DOI] [PubMed] [Google Scholar]
- 38. Espinosa F, et al. Ablation of Kv3.1 and Kv3.3 potassium channels disrupts thalamocortical oscillations in vitro and in vivo. J Neurosci. 2008;28(21):5570–5581. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Datta S, et al. Endogenous and exogenous nitric oxide in the pedunculopontine tegmentum induces sleep. Synapse. 1997;27(1):69–78. [DOI] [PubMed] [Google Scholar]
- 40. Pasumarthi RK, et al. Further characterization of sleep-active neuronal nitric oxide synthase neurons in the mouse brain. Neuroscience. 2010;169(1):149–157. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41. Morairty SR, et al. A role for cortical nNOS/NK1 neurons in coupling homeostatic sleep drive to EEG slow wave activity. Proc Natl Acad Sci U S A. 2013;110(50):20272–20277. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42. Jego S, et al. Tuberal hypothalamic neurons secreting the satiety molecule Nesfatin-1 are critically involved in paradoxical (REM) sleep homeostasis. PLoS One. 2012;7(12):e52525. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43. Vas S, et al. Nesfatin-1/NUCB2 as a potential new element of sleep regulation in rats. PLoS One. 2013;8(4):e59809. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44. Xu M, et al. Basal forebrain circuit for sleep-wake control. Nat Neurosci. 2015;18(11):1641–1647. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45. McDowell KA, et al. Sleep dysfunction and EEG alterations in mice overexpressing alpha-synuclein. J Parkinsons Dis. 2014;4(3):531–539. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Howell MJ, et al. Rapid eye movement sleep behavior disorder and neurodegenerative disease. JAMA Neurol. 2015;72(6):707–712. [DOI] [PubMed] [Google Scholar]
- 47. Verret L, et al. Cholinergic and noncholinergic brainstem neurons expressing Fos after paradoxical (REM) sleep deprivation and recovery. Eur J Neurosci. 2005;21(9):2488–2504. [DOI] [PubMed] [Google Scholar]
- 48. Verret L, et al. Localization of the neurons active during paradoxical (REM) sleep and projecting to the locus coeruleus moradrenergic neurons in the rat. J Comp Neurol. 2006;495:573–586. [DOI] [PubMed] [Google Scholar]
- 49. Clément O, et al. The inhibition of the dorsal paragigantocellular reticular nucleus induces waking and the activation of all adrenergic and noradrenergic neurons : a combined pharamacological and functional neuroanatomical study. PLoS One. 2014;9(5):e96851. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50. Oh-I S, et al. Identification of nesfatin-1 as a satiety molecule in the hypothalamus. Nature. 2006;443(7112):709–712. [DOI] [PubMed] [Google Scholar]
- 51. Foo KS, et al. Distribution and neuropeptide coexistence of nucleobindin-2 mRNA/nesfatin-like immunoreactivity in the rat CNS. Neuroscience. 2008;156(3):563–579. [DOI] [PubMed] [Google Scholar]
- 52. Dominguez G, et al. Cart peptides: modulators of mesolimbic dopamine, feeding and stress. Ann N Y Acad Sci. 2004;1025:363–369. [DOI] [PubMed] [Google Scholar]
- 53. Stanek LM. Cocaine- and amphetamine related transcript (CART) and anxiety. Peptides. 2006;27(8):2005–2011. [DOI] [PubMed] [Google Scholar]
- 54. Koylu EO, et al. Cocaine- and amphetamine-regulated transcript peptide immunohistochemical localization in the rat brain. J Comp Neurol. 1998;391(1):115–132. [PubMed] [Google Scholar]
- 55. Abrahám H, et al. Ontogeny of cocaine- and amphetamine-regulated transcript (CART) peptide and calbindin immunoreactivity in granule cells of the dentate gyrus in the rat. Int J Dev Neurosci. 2007;25(5):265–274. [DOI] [PubMed] [Google Scholar]
- 56. Brailoiu GC, et al. Nesfatin-1: distribution and interaction with a G protein-coupled receptor in the rat brain. Endocrinology. 2007;148(10):5088–5094. [DOI] [PubMed] [Google Scholar]
- 57. Pałasz A, et al. Nesfatin-1, a unique regulatory neuropeptide of the brain. Neuropeptides. 2012;46(3):105–112. [DOI] [PubMed] [Google Scholar]








