Skip to main content
National Science Review logoLink to National Science Review
. 2023 Sep 27;11(1):nwad256. doi: 10.1093/nsr/nwad256

Brain circuits for retching-like behavior

Lifang Huo 1,2,e, Zhimin Ye 3,e, Meiling Liu 4,5,e, Ziqing He 6,e, Meizhu Huang 7,e, Dapeng Li 8, Qian Wu 9, Qian Wang 10, Xiaoqun Wang 11,, Peng Cao 12,, Ji Dong 13,, Congping Shang 14,15,
PMCID: PMC10824557  PMID: 38288368

ABSTRACT

Nausea and vomiting are important defensive responses to cope with pathogens and toxins that invade the body. The nucleus of the solitary tract (NTS) is important for initiating these responses. However, the molecular heterogeneities and cellular diversities of the NTS occlude a better understanding of these defensive responses. Here, we constructed the single-nucleus transcriptomic atlas of NTS cells and found multiple populations of NTS neurons that may be involved in these defensive responses. Among these, we identified Calbindin1-positive (Calb1+) NTS neurons that are molecularly distinct from Tac1+ neurons. These Calb1+ neurons are critical for nausea and retching induced by cereulide; an emetic toxin secreted by Bacillus Cereus. Strikingly, we found that cereulide can directly modulate vagal sensory neurons that innervate Calb1+ NTS neurons, a novel mechanism distinct from that for nausea and retching induced by Staphylococcal enterotoxin A. Together, our transcriptomic atlas of NTS neurons and the functional analyses revealed the neural mechanism for cereulide-induced retching-like behavior. These results demonstrate the molecular and cellular complexities in the brain that underlie defensive responses to the diversities of pathogens and toxins.

Keywords: vomiting, nausea, nucleus of the solitary tract, Calbindin1, neural circuits

INTRODUCTION

In addition to escape and freezing behaviors used to avoid predators via external sensory systems (e.g. visual, auditory and olfactory cues) [1–4], vomiting and nausea are defense mechanisms against dangerous compounds or pathogens that enter the body via enteral (e.g. gastrointestinal tract) or parenteral routes, including the blood, skin, and respiratory systems [5]. These dangerous compounds can be certain toxins and chemotherapeutic drugs, which can stimulate the area postrema (AP) via blood circulation and then transmit these toxic signals to nausea and vomiting centers [6].

One of the other most common inducements of vomiting and nausea is gastrointestinal complaint triggered by bacteria-induced (e.g. B. cereus) food poisoning. Food poisoning-induced vomiting prompts effective and rapid expulsion of gastrointestinal pathogens, while nausea is a sensation of discomfort to avoid further feeding and future illness [6,7]. However, the neural circuits underlying food poisoning-induced vomiting and nausea remain unknown. Besides, while vomiting is always followed or preceded by nausea, little is known about the relationship between these pathways.

What's more, because of the lack of vomiting (emetic) reflex in rodents [8], most previous vomiting studies focused on cat, dog, ferret and suncus murinus (musk shrew) [9–12]. However, to further dig out the neural mechanism of vomiting and nausea, there is an urgent need for a mammalian animal model with clear genetic background, ease of genetic manipulation and abundant transgenic strains. The mouse is the one of the top candidates. Even though the mouse lacks a vomiting reflex, retching behavior is an alternative emetic reflex, and mice actually could exhibit some vomit-related physiological response [13]. When most gastric content is vomited out, retching usually follows. Actually, retching is the attempt to vomit without bringing anything up [14].

Staphylococcal enterotoxin A (SEA) had been revealed to have an indirect effect via immune-neuroendocrine axis (indirect pathway) for toxin-induced defensive responses [15]. There are still some scientific questions that need to be explored in depth due to molecular and cellular complexities of NTS. First, previous studies had acquired single-nucleus transcriptome of dorsal vagal complex (AP/NTS) or AP [6,16–18], while a precise NTS single-nucleus transcriptome atlas of mice was required for later unbiased screening. The molecular profiling of vagal sensory neurons had been thoroughly researched in the past few years because of its importance in sensing virous organic signals. Previous studies suggested that sensory neurons from the jugular-nodose ganglion (JNG) primarily conveyed visceral perception to the nucleus of the solitary tract (NTS) and AP [19–23]. Working as a sensory gateway, NTS detected mechanosensory and chemosensory inputs from the interoceptive nervous system via vagal sensory neurons [24]. Precise NTS transcriptome data will promote the study of neural circuits that are involved in organic signal-induced physiological responses. Second, based on molecular and cellular complexities in the brain that underlie defensive responses, did NTS exist in several neural subtypes to guarantee the safety of the internal environment? Vomiting and nausea are very important defensive behaviors, and many clinical pathogenic bacteria and toxins can induce vomiting and nausea. The neural mechanism involved may be complex and diverse. Third, vagal sensory neurons actually mediated Bacillus cereus-secreted cereulide via 5-HT3 receptors, but whether cereulide directly interacts with 5-HT3 receptors at vagal sensory endings or indirectly stimulates secretion of serotonin to activate 5-HT3 receptors is not known. Fourth, behavior observation and electrophysiological recording are not sufficient to evaluate and validate retching behavior. In addition to acquiring these physiological signals and mouth opening angle [25], intragastric pressure (IGP) [26] recording should be included. In this study, we examined the emetic effects of B. cereus in mice, constructed single-nucleus NTS atlas of mice and performed unbiased screening to find out the key neural population and molecular mechanism in retching-like behavior.

RESULTS

Chemogenetic activation of B. cereus-TRAPed NTS neurons induces retching-like behavior in mice

B. cereus is a spore-forming bacterium that causes two toxin-mediated food-borne illnesses, i.e. diarrheal and emetic syndrome. Here, to test whether intragastric administration of B. cereus induces retching in mice, we set up two horizontal cameras to simultaneously record the time course and physiological signals of intragastric pressure (IGP) (Fig. 1a) 1 week after a latex balloon implantation (see Methods). Results showed that administration of B. cereus-induced retching-like behavior in mice, during which the IGP and mouth opening angle increased transiently and synchronously (Fig. 1b–d; Fig. S1b and c; and movie S1). IGP and mouth opening angle were highly correlated (Fig. S1d). Neuronal activity in the NTS, nucleus ambiguus (Amb)/rostral ventrolateral medulla (RVLM), external lateral subdivision of the parabrachial nucleus (PBNel), and stress-related brain regions were significantly elevated, as indicated by increased expression of the immediate early gene c-Fos (Fig. 1e). The NTS receives signals regarding gastrointestinal contents from sensory neurons in the JNG, which are conveyed by the vagus nerve. Thus, we hypothesized that the NTS may contain crucial neurons for inducing retching.

Figure 1.

Figure 1.

NTS plays an important role in retching-like behavior. (a) Schematic of the behavioral paradigm to monitor B. cereus-induced retching in mice. Gastric pressure was recorded during retching; and retching behavior was recorded by two orthogonally positioned cameras. (b) Representative images of retching induced by intragastric (i.g.) administration of B. cereus in mice. (c) Total number of retches for medium (vehicle) (n = 11 mice) and B. cereus (bacillus) (n = 10 mice) induced retching within 3 h in mice. (d) Example intragastric pressure and mouth opening angle trace in mice's retching behavior induced by B. cereus. (e) Experimental strategy for identifying nuclei associated with retching using WT mice; and brain images immunostained for a neuronal activation marker (c-Fos) 90 min after intragastric administration of B. cereus or vehicle. (f) Schematic showing the procedure for gaining genetic control over retching-regulating neurons. (g) Total number of chemogenetically evoked retching within 1 h in FosCreER mice following injections of CNO (Ctrl: n = 4 mice, hM3D: n = 5 mice) or Saline (Ctrl: n = 4 mice, hM3D: n = 4 mice). (h) Example micrographs showing ChR2-mCherry expression and the optical fiber track above ChR2-mCherry+ neurons in the NTS of VGlut2-ires-Cre and GAD2-ires-Cre mice. (i) vGlut2-ires-Cre (n = 4) and GAD2-ires-Cre (n = 4) mice were injected with AAVs encoding Cre-dependent ChR2-mCherry and analyzed for light-evoked retching behaviors. Data are shown as mean ± s.e.m. (error bars). The broken white lines in the section images represent boundaries of brain regions. Statistical analysis in (c) was performed using two-sided Student t-tests; statistical analysis in (g) and (i) was performed using two-way ANOVA (****P < 0.0001, ***P < 0.001, **P < 0.01).

To test this hypothesis, we used the FosTRAP (FosCreER mice) strategy [27] to genetically activate NTS neurons that were active during B. cereus-induced retching-like behavior. On day 1, we injected adeno-associated virus (AAV) vector AAV-EF1a-DIO-hM3D(Gq)-mCherry into the NTS of FosCreER mice. On day 6, retching-like behavior in the mice was induced via B. cereus application and treated with 4-Hydroxytamoxifen (B. cereus-TRAP). After 3 weeks, the B. cereus-TRAPed neurons triggered robust retching-like behavior following intraperitoneal (i.p.) administration of clozapine N-oxide (CNO) compared with vehicle-TRAPed neurons (Fig. 1f and g; Fig. S1e; and movie S2). To examine the specificity and efficiency of mCherry labeling, we co-immunostained c-Fos and mCherry in the same NTS sections (Fig. S1f). Results showed that a large proportion of mCherry+ cells (71.3% ± 2.7%, n = 7 mice) were positive for c-Fos, while some c-Fos+ cells (46.4% ± 3.1%, n = 7 mice) were positive for mCherry (Fig. S1g). Chemogenetic activation of neuronal firing by CNO (10 μM) was confirmed using slice physiology (Fig. S1h). These data suggest that both the specificity and efficiency of the FosTRAP procedure for labeling B. cereus-associated NTS neurons are acceptable. Furthermore, to test whether the key neurons for retching were glutamatergic or GABAergic, we optogenetically activated (473 nm, 10 ms, 10 Hz, 20 mW) excitatory and inhibitory neurons in the NTS by expressing Cre-dependent ChR2 and implanting an optical fiber in vGlut2-ires-Cre and GAD2-ires-Cre mice, respectively. For vGlut2-ires-Cre mice, retching frequency was correlated with laser intensity, but no response was observed in the GAD2-ires-Cre mice, even at 20 mW (Fig. 1h and i). These results suggest that key retching neurons in the NTS are glutamatergic.

Single-nucleus transcriptomic atlas of NTS

To identify key excitatory neurons in the NTS for retching, we first investigated cellular diversity in the NTS using single-nucleus RNA sequencing (snRNA-seq) [28] with the 10× Genomics Chromium platform [29] (Fig. 2a and Fig. S2a). After quality control, we obtained 15 604 cells from two biological replicates of wild-type (WT) mice (6 mice in total). We organized these cells into individual clusters using graph-based clustering in Seurat and batch effect correction in Harmony [30,31], and annotated them based on the classic marker genes (Fig. 2b and c, and Fig. S2b). The choline acetyltransferase positive (Chat+) cluster was removed, because NTS brain tissue acquired for snRNA-seq contains dorsal motor nucleus of the vagus nerve (DMV) cells and the DMV is characterized by cholinergic neurons (Fig. S2c) [32], and optogenetic activation of DMV Chat+ neurons failed to induce retching or any other phenotypes (Fig. S2d).

Figure 2.

Figure 2.

Single nucleus RNA sequencing analysis of NTS neurons. (a) Schematic illustration of the NTS location in the brainstem; NTS, nucleus of the solitary tract; AP, area postrema; DMV, dorsal motor nucleus of the vagus; 12 N, hypoglossal nucleus. (b) UMAP visualization of all NTS single cells sampled from three mice. Cell types are indicated by colors. Exc, excitatory neuron; Inh, inhibitory neuron; Olig, oligodendrocyte; OPC, oligodendrocyte precursor cell; chat, cholinergic neuron; Astro, astrocyte; Micro, microglia; Epend, ependymal cell; Peri, pericyte. (c) Dot plots showing the expression patterns of representative marker genes for each cell type, where dot size and color represent percentage of marker gene expression and the average expression level, respectively. (d) UMAP visualization showing six NTS neuronal sub-clusters including excitatory (clusters 1–4) and inhibitory neurons (clusters 5–6). Cell types are indicated by colors. (e) Heatmap of top 10 marker genes (y axis) for every sub-cluster (x axis) in NTS neurons of mice. (f) Violin plots showing the expression patterns of excitatory neuron-specific marker genes across neuronal sub-clusters. (g) Example coronal brain section showing expression of H2B-EGFP in the NTS of Cre/flp-line mice.

Focusing on the neuron-derived transcriptomes revealed six neuronal clusters ranging in size from 445 to 2439 (Fig. 2d). Four neuronal cell types (clusters 1–4) were glutamatergic excitatory neurons, containing 4092 neurons, while two neuronal cell types (clusters 5–6) were GABAergic inhibitory neurons, containing 4033 neurons. Signature genes in each cluster were identified, among which we selected neurotransmitter-related genes, transcription factor-related genes, and ion channels as marker genes (Fig. 2e). GO analysis results of NTS excitatory neuronal clusters implied that the genes in cluster 1 mainly located in neuroactive ligand-receptor and the genes in cluster 2 mainly located in multicellular organismal response to stress (Fig. S3). Furthermore, Tac1, Calb1, Dbh, and Etv1 were selected as representative marker genes for the four excitatory neuronal clusters, respectively (Fig. 2f). We tested the expression specificity of these marker genes by injecting Cre or Flp-dependent H2B-EGFP AAV into the NTS of corresponding Cre/Flp mice (i.e. Tac1-ires-Cre, Calb1-2A-Cre, Etv1-CreER and Dbh-2A-Flp). The enhanced green fluorescent protein (EGFP)-labeled neurons were mainly distributed in the NTS (Fig. 2g). In addition, we cited and represented the mRNA in situ hybridization data from the Allen Brain Atlas [33] for caudal brainstem expression (Fig. S4a). The Cre/Flp mice were further used to explore the function of different neuronal subtypes in the NTS to help identify key neurons for retching.

NTS Calb1+ neurons are the key neurons for retching-like behavior

Next, we tested whether these four NTS excitatory neuronal clusters could induce retching-like behavior using chemogenetic and optogenetic activation in the corresponding Cre/Flp mice. AAV-Ef1α-DIO-hM3D(Gq)-mCherry was injected into the NTS of these four kinds of Cre/Flp mice. After chemogenetic activation, we found Calb1+ neuronal activation induced obvious retching-like behavior compared with the other three neuronal clusters (Fig. 3a; Fig. S4b and c; and movie S3). Chemogenetic activation of neuronal firing by CNO (10 μM) was confirmed using slice physiology (Fig. 3b). Then we applied optogenetic activation of the four neuronal subtypes (Fig. 3c). Consistently, optogenetic activation of Calb1+ neurons triggered retching-like behavior, with retching up to six times. Laser-induced retching frequency was correlated with laser intensity and laser frequency (Fig. 3d, e and f; Fig. S4c and e; and movie S4). Laser ON-OFF-ON procedure showed a reliable increase of IGP and mouth opening angle (Fig. S4f). A light-pulse train (473 nm, 2 ms, 20 mW, 10 Hz) reliably evoked phase-locked spiking activity from Calb1+ neurons expressing ChR2-mCherry (Fig. 3g). The immunostaining result showed that a small part of Calb1+ neurons are colocalization with Tac1 (7.9% ± 4.1%, n = 3 mice), which further implied that Tac1 and Calb1 belong to different subtype clusters of NTS (Fig. 3h). In AAV- Ef1α-DIO-hM3D-mCherry injected FosCreER mice, the co-immunostaining result showed that a majority of Calb1+ cells (67.9% ± 5.4%, n = 4 mice) were co-localized with mCherry (Fig. S5a). To quantify the proportion of colocalization of Tac1 and B. cereus-induced c-Fos, we injected AAV-DIO-H2B-EGFP into the NTS of Tac1-Cre mice, and administrated B. cereus to induce c-Fos. We found 72.1% of Calb1+ neurons co-express c-Fos, and 69.2% of co-Fos+ neurons co-express Calb1. While a very small proportion of Tac1+ neurons co-express c-Fos (Fig. S5b and c). Thus, these results imply that NTS Calb1+ neurons are sufficient to induce retching-like behavior.

Figure 3.

Figure 3.

NTS Calb1+ neurons are the key neurons for retching-like behavior. (a) Total number of chemogenetically evoked retching within 1 h in Calb1-2A-Cre (n = 4), Tac1-ires-Cre (n = 4), Dbh-2A-flp (n = 4), and Etv1-creER (n = 4) mice following injections of CNO; and example coronal brain section showing the expression of hM3D-mCherry in the NTS. (b) Example trace of action potential firing showing the effectiveness of CNO to chemogenetically activate hM3Dq-expressing NTS neurons in acute brain slices. (c) Schematic diagram showing position of virus injection and optical fiber implantation. (d) Calb1-2A-Cre (n = 4), Tac1-ires-cre (n = 4), Dbh-2A-flp (n = 4), and Etv1-creER (n = 4) mice were injected with AAVs encoding Cre-dependent ChR2-mCherry and analyzed for light-evoked retching behaviors; for Calb1-2A-Cre mice, the frequency of retching during light evocation is a function of laser power. (e) Quantitative analyses of retching number of mice (n = 16) with optogenetic activation of Calb1+ NTS neurons. For Calb1-2A-Cre mice, the number of retching during light evocation is a function of laser frequency. (f) Example micrographs showing ChR2-mCherry expression in the NTS and the optical fiber track above ChR2-mCherry+ neurons in the NTS (left). Example micrographs from the NTS showing colocalization of ChR2-mCherry with the Calb1+ neurons (right). (g) Light-pulse trains (2 ms, 20 mW, 5 Hz, or 10 Hz) reliably evoked phase-locked spiking in ChR2-expressing NTS neurons in acute brain slices of Calb1-2A-Cre mice. (h) Example coronal brain section and magnified field showing colocalization of Calb1+ with the Tac1+ neurons in the NTS of Calb1-2A-Cre mice; the fraction of colocalization was shown on the right. (i) Total number of B. cereus-induced retching in mice following chemogenetic inhibition of Calb1+ NTS neurons (Saline: Ctrl group: n = 5, Test group: n = 4; CNO: Ctrl group: n = 6, Test group: n = 7). (j) Example trace of action potential firing showing the effectiveness of CNO to chemogenetically silence hM4Di-expressing NTS neurons in acute brain slices. Statistical analyses in (e) were performed using one-way ANOVA. Statistical analysis in (d) and (i) was performed using two-way ANOVA (****P < 0.0001, ***P < 0.001, *P < 0.05).

To test whether NTS Calb1+ neurons are necessary for retching-like behavior, we chemogenetically inhibited Calb1+ neurons in the NTS during B. cereus-induced retching. Notably, B. cereus-induced retching was significantly suppressed by chemogenetic silencing of NTS Calb1+ neurons (Fig. 3i). Chemogenetic suppression of neuronal firing by CNO (10 μM) was confirmed using slice physiology (Fig. 3j). These findings suggest that Calb1 plays an essential role in the normal function of Calb1+ neurons which are necessary for retching-like behavior.

Physiological properties and projections of NTS Calb1+ neurons

To examine the physiological properties of NTS Calb1+ neurons, we first applied glutamate and GABA co-immunostaining with CALB1, respectively. Consistent with the above results, a large proportion of Calb1+ neurons (91% ± 6%, n = 4 mice) were glutamate+, while a small part (5% ± 3%, n = 4 mice) were GABA+ (Fig. 4a). We then tested the neurotransmitter types released by the Calb1+ neurons. We injected AAV-Ef1α-DIO-ChR2-mCherry into the NTS of Calb1-2A-Cre mice to express ChR2-mCherry in the Calb1+ neurons. In acute NTS brain slices, light pulses (473 nm, 2 ms, 20 mW) illuminating ChR2-mCherry-positive Calb1+ neurons evoked robust postsynaptic currents (PSCs) from ChR2-mCherry-negative NTS neurons (150 ± 30 pA, n = 9 neurons). The light-evoked PSCs were mediated by glutamate receptors (Fig. 4b). Finally, after labeling Calb1+ neurons with AAV-Ef1α-DIO-EGFP in Calb1-2A-Cre mice, the EGFP-labeled Calb1+ neurons displayed spiking activity with a slow adaptive pattern to depolarizing current injections (Fig. 4c). We next explored how NTS Calb1+ neurons decode the toxic signal during retching-like behavior. To monitor Calb1+ neuronal activity during retching-like behavior, we injected AAV-Ef1α-DIO-GCaMP6s into the NTS of Calb1-2A-Cre mice, then implanted an optical fiber and performed fiber photometry to record GCaMP signals. The GCaMP-labeled neurons were predominantly distributed in the NTS, and most of them were Calb1+ (88.9% ± 2.6%, n = 5 mice) (Fig. 4d and Fig. S6a). We then recorded GCaMP signals in freely moving mice during B. cereus-induced retching and observed a strong transient increase in GCaMP fluorescence at the onset of retching (Fig. 4e and movie S5). However, we did not observe fluorescence changes in NTS Calb1+ neurons expressing EGFP during retching, indicating that the recorded signals were not motion artifacts (Fig. S6b). In summary, GCaMP signals in NTS Calb1+ neurons are correlated with retching-like behavior.

Figure 4.

Figure 4.

Physiological properties and projections of NTS Calb1+ neurons. (a) Left, micrographs showing immunostaining of Calb1 vs. glutamate (top) or Calb1 vs. GABA (bottom) in NTS. Right, quantitative analyses indicating most NTS Calb1+ neurons are glutamate+ and GABA. (b) Schematic diagram showing recording of light-evoked PSCs from ChR2-mCherry-negative neurons in acute slice with NTS; and the effects of PTX and D-AP5/CNQX on light-evoked PSCs (n = 9 cells). (c) Spike firings of Calb1+ neurons in the NTS to depolarizing currents (top); and quantitative analyses of spike number as a function of current intensity (bottom) (n = 6 cells). (d) Schematic of the injection of AAV-DIO-GCaMP6s into the NTS of Calb1-2A-Cre mice, followed by optical fiber implantation above the NTS for fiber photometry recording. L, laser; D, dichroic mirror; F, filter; P, photomultiplier tube; Amp, amplifier. Example micrographs showing the optical fiber track above the GCaMP+ NTS neurons, which were immunohistochemically verified to be colocalization with Calb1+ neurons. (e) Ca2+ signals associated with trial of retching behavioral session. Heatmap showing 21 trials of normalized GCaMP fluorescence changes (△F/F) aligned with retching behavior induced by B. cereus (top); normalized GCaMP signal changes in Calb1 NTS neurons when mice's retching behavior were induced with B. cereus; thick lines indicate mean and shaded areas indicate s.e.m.; red segments indicate Ca2+ signal exceeds above 15% from baseline to peak (middle); mean Ca2+ transients associated with retching behavior induced by B. cereus for the entire test group (n = 4 mice) (bottom). (f) Schematic diagram and example coronal brain section showing injection of AAV-DIO-H2B-EGFP-mRuby into the NTS of Calb1-2A-Cre mice (left); example coronal brain section and the magnified fields (right) showing mRuby+ axonal projections of Calb1+ NTS neurons in the Amb and PBNel (right). (g) Schematic diagram of viral injection strategy to PBNel-projecting and Amb-projecting Calb1+ NTS neurons in the same mouse (left); example coronal brain section and the magnified fields showing the distribution of Amb-projecting (EGFP+) and PBNel-projecting (mCherry+) Calb1+ neurons in the NTS (middle); the fraction of EGFP-labeled (green), mCherry-labeled (red), and dually labeled (yellow) neurons in the NTS (right). (h) Schematic diagram of viral injection strategy to NTS-PBNel-CeA anterograde tracing and example coronal brain section showing the distribution of NTS-PBNel-CeA projecting. (i) Schematic diagram of viral injection strategy to NTS-PBNel-CeA retrograde tracing and example magnified fields showing the coexpression of Calb1+ and DsRed+ cells. Data are shown as mean ± s.e.m. (error bars). Statistical analysis in (b) was performed using paired t-tests (***P < 0.001).

Calb1NTS-PBNel and Calb1NTS-Amb/RVLM pathways mediate retching movement and nausea, respectively

Vomiting is frequently accompanied with nausea [34], which raises the question of whether retching and nausea share the same neural circuit. To answer this question, we performed anterograde neural tracing by injecting AAV-hSyn-DIO-H2B-EGFP-mRuby into the NTS of Calb1-2A-Cre mice. The NTS Calb1+ neurons divergently projected to several brain regions, including the PBNel and Amb/RVLM complex (Fig. 4f; Fig. S7a). The PBNel contains calcitonin gene-related peptide (CGRP) neurons, which function as general alarm signals for many threats, including gastrointestinal malaise [35–37]. While the Amb/RVLM complex is located near the central pattern generator region of the brainstem [9,38]. Next, we applied retrograde tracing by injecting AAV2/2Retro-Ef1α-DIO-mCherry and AAV2/2Retro-Ef1α-DIO-EGFP into the PBNel and Amb/RVLM of Calb1-2A-Cre mice, respectively. The retro-labeled Calb1+ neurons were primarily distributed in the ipsilateral NTS and 27.43% of these neurons were double labeled (Fig. 4g), which implied that these neurons are involved in the two pathways. We also injected CTB-555 into the PBNel and Amb/RVLM of different WT mice, and the CTB-555 retro-labeled neurons were primarily Calb1+ (PBNel: 67.3% ± 5.2%, n = 4 mice; Amb/RVLM: 74.1% ± 4.5%, n = 4 mice) (Fig. S7b and c). We further explored the postsynaptic target of the PBNel neurons that receive NTS projection. For anterograde transsynaptic tracing, Cre-dependent AAV1-Ef1α-DIO-Flp [39,40] was injected into the NTS and Flp-dependent AAV-Ef1α-fDIO-mCherry was injected into the PBNel of Calca-Cre mice which express Cre in CGRP neurons [41]. The mCherry-labeled axon terminal mainly distributed in the CeA (Fig. 4h), which was confirmed by using RV-DsRed tracing. RV helper were injected in PBNel in Calca-Cre mice. After 2 weeks, RV-DsRed were injected into the CeA to infect the terminals of CGRP+ PBNel neurons. Most of DsRed+ neurons are Calb1+ (65.8% ± 7.4%, n = 4 mice; Fig. 4i). These findings suggest that NTS Calb1+ neurons mainly project to the PBNel and Amb/RVLM, and these two pathways share a small portion of Calb1+ neurons.

To explore the synaptic targets of the Calb1NTS-PBNel and Calb1NTS-Amb/RVLM pathways, we performed PSC recordings in acute brain slices. AAV-Ef1α-DIO-ChR2-mCherry was injected into the NTS of Calb1-2A-Cre mice. In acute brain slices, light pulses (473 nm, 2 ms, 20 mW) illuminating ChR2-mCherry+ axon terminals from the NTS Calb1+ neurons evoked robust postsynaptic currents (PSCs) in PBNel neurons (274 ± 50 pA, n = 9 neurons), and the same light stimulation evoked slightly weak PSCs in Amb/RVLM neurons (134 ± 28 pA, n = 9 neurons; Fig. 5a). The light-evoked PSCs in PBNel and Amb/RVLM neurons were both mediated by glutamate receptors.

Figure 5.

Figure 5.

Calb1 NTS-PBNel and Calb1 NTS-Amb/RVLM pathways mediate retching movement and nausea, respectively. (a) Schematic diagram showing recording of light-evoked PSCs from ChR2-mCherry-negative neurons in acute slice with PBNel or Amb (left); and effects of PTX and D-AP5/CNQX on light-evoked PSCs recorded from ChR2-mCherry negative neurons in the PBNel (n = 9 cells) and Amb (n = 6 cells) (right). (b) Quantitative analysis of retching number of mice with optogenetic activation of the NTS-Amb (n = 18) or NTS-PBNel (n = 18) pathway. For NTS-Amb pathway, the frequency of retching during light evocation is a function of laser power and intensity. (c) The vomitus weight was analyzed (mCherry group: n = 6 mice, ChR2 group: n = 6 mice). (d) Schematic diagram of PRV viral injection site to diaphragm; and the example coronal brain section and the magnified fields showing the distribution of retrogradely labeled Amb neurons (left); fraction of total PRV-labeled cells in different brain regions projecting to the diaphragm. Note that data in (d) were normalized by dividing the total number of PRV+ cells in these brain regions (right). (e) Schematic of intragastric pressure (IGP), EMG and mouth opening angle trace when photostimulation of the Calb1NTS-Amb/RVLM pathway induces retching behavior in mice (n = 4 mice). (f) Schematic diagram showing position of virus injection and optical fiber implantation and an example coronal brain section showing the expression of ChR2-EGFP or hM4D-mCherry. (g) Total number of light-evoked retching in mice following injection of CNO to inhibit Amb neurons (Saline: n = 8 mice, CNO: n = 8 mice). (h) Schematic showing the procedure of behavioral assay for CFA. (i) Quantitative analyses of preference (Control: n = 8 mice, NTS-Amb: n = 10 mice, NTS-PBN: n = 6 mice). Data are shown as mean ± s.e.m. (error bars). Statistical analysis in (a) was performed using paired t-tests; statistical analysis in (b) was performed using two-way ANOVA; statistical analysis in (c) was performed using two-sided Student t-tests; statistical analyses in (g) and (i) were performed using two-way ANOVA (****P < 0.0001, ***P < 0.001, **P < 0.01, *P < 0.05).

We then examined the function of these two neural pathways using optogenetic activation. AAV-Ef1α-DIO-ChR2-mCherry was injected into the NTS of Calb1-2A-Cre mice, and optical fibers were implanted above the Amb/RVLM and PBNel, respectively. Optogenetic activation of the Calb1NTS-Amb/RVLM pathway elicited retching-like behavior, whereas activation of the Calb1NTS-PBNel pathway did not induce any overt behavioral phenotypes. Repeated activation of the Calb1NTS-Amb/RVLM pathway caused forceful vomiting in satiated mice with intragastric administration of dragon fruit juice (Fig. 5b and c; Fig. S8a; and movie S6; see Methods). Retching is controlled by respiratory muscles, which consist of intercostal muscle, diaphragm muscle, and abdominal muscle [42]. To determine which muscles are targeted by the Calb1NTS-Amb/RVLM pathway, we performed pseudorabies virus (PRV) vector PRV-GFP retrograde tracing by injecting PRV-GFP (PRV 531) into these muscles [43]. Only retro-labeled GFP+ neurons from the diaphragm muscle were distributed in the Amb/RVLM complex (Fig. 5d and Fig. S7d). We applied diaphragm muscle electromyography (EMG) and IGP recordings during optogenetic activation of the Calb1NTS-Amb/RVLM pathway and observed transient increases in both EMG and IGP correlated with retching (Fig. 5e; Fig. S8b–e; and movie S7), suggesting that the Calb1NTS-Amb/RVLM pathway was responsible for diaphragm muscle contraction to induce IGP.

As activation of the Calb1NTS-Amb/RVLM pathway induces retching-like behavior, we wondered whether this pathway is necessary for retching. We chemogenetically silenced the Amb/RVLM complex, and optogenetic activation of the cell body of NTS Calb1+ neurons (Fig. 5f). Compared to saline i.p. injection, CNO i.p. injection nearly abolished retching-like behavior (Fig. 5g and Fig. S8f). Thus, these results imply that the Calb1NTS-Amb/RVLM pathway is sufficient and necessary for B. cereus-induced retching.

Previous studies have confirmed that PBNel CGRP neurons mediate conditioned flavor aversion (CFA) as a general alarm signal [35,44], and the CFA test is a typical paradigm to reflect ‘nausea’ [6,45]. As such, we hypothesized that the Calb1NTS-PBNel may signal gastrointestinal malaise from B. cereus and establish CFA. To test this hypothesis, we optogenetically activated the Calb1NTS-PBNel and Calb1NTS-Amb/RVLM pathways and performed CFA to determine whether these two pathways promote CFA (Fig. 5g). In the memory test stage, both the NTS-PBNel group and the NTS-Amb/RVLM group exhibited conditioned aversion (Fig. 5h and i). There are two possible reasons for this result. (1) Activation of Calb1NTS-Amb/RVLM pathway-induced retching movement may disturb drinking behavior. (2) Based on retrograde tracing of the two pathways, retro-labeled Calb1+ neurons showed 27.43% colocalization (Fig. 4g), which may lead to partial co-activation of both pathways (i.e. activation of one pathway may activate some neurons in the other pathway). Together, these results suggest that the Calb1NTS-Amb/RVLM pathway is responsible for retching movement to expel toxic foods, while the Calb1NTS-PBNel pathway plays a role in inducing nausea and establishing CFA.

JNG sensory neuronal subtype directly transmits cereulide toxin signal to NTS Calb1+ neurons to induce retching-like behavior

Finally, we wondered how signals of the B. cereus emetic toxin (cereulide) are transmitted to the NTS from the digestive tract [12,46]. Based on the result that intragastric administration of cereulide could induce retching-like behavior (Fig. S9a and b), we performed whole-cell recordings from cultured JNG sensory neurons and identified three types (type I-responseless, type II-inhibited and type III-activated) according to their reactivity to cereulide (Fig. 6a). After recording, we performed SMART-seq2 [47] single-cell RNA sequencing (scRNA-seq) to obtain the expression patterns of these neurons (Fig. S10). We applied rabies virus (RV) vector RV tracing to identify the retro-labeled JNG sensory neurons and performed scRNA-seq to obtain their expression profiles [48,49]. RV helper AAVs were injected into the NTS of Calb1-2A-Cre mice, followed by RV-DsRed injection two weeks later (Fig. 6b and c). The retro-labeled neurons were mainly located in the PVN, CeA, and JNG (Fig. 6d and Fig. S11).

graphic file with name nwad256fig6.jpg

JNG sensory neuronal subtype transmits cereulide toxin signal to NTS Calb1+ neurons to induce retching-like behavior. (a) Example of action potentials response to 100 pA current injections in distinct types of JNG neurons that were untreated or treated with 0.4 ng/μL cereulide and washing. Effects of cereulide on the rheobase (type III-activated: n = 10 cells, Type II-inhibited: n = 12 cells, Type I-no response: n = 8 cells) and the excitability with increasing current injection of three distinct types of JNG neurons (Type I-no response: n = 9 cells, Type II-inhibited: n = 12 cells, type III-activated: n = 9 cells). (b) Schematic diagram showing the strategy for monosynaptic retrograde tracing of Calb1+ NTS neurons by using a combination of AAV and RV. (c) Example coronal brain section and magnified field showing the dually labeled starter cells in the NTS of Calb1-2A-Cre mice. (d) Fractions of total RV-labeled cells in different brain regions monosynaptically projecting to the Calb1+ NTS neurons. Note that data in (d) were normalized by dividing by the total number of DsRed+ cells in these brain regions (left); example micrographs showing colocalization of DsRed+ cells with the neuron in JNG (right). (e) Schematic diagram showing RV-labeled cells in JNG monosynaptically projecting to the Calb1+ NTS neurons. (f) t-SNE visualization of the JNG clusters (left) and dot plot showing the expression patterns of representative marker genes for each cell type, where dot size and color represent percentage of marker gene expression and the average expression level, respectively (right). (g) Dot plot of DsRed expression of DsRed (up) and the signature scores of type III neurons (bottom) across all the 31 JNG neuronal clusters. Data are shown as mean ± s.e.m. (error bars). Statistical analysis in (a) was performed using paired t-tests; and two-way ANOVA (****P < 0.0001, ***P < 0.001, **P < 0.01, *P < 0.05), NS, not significant (P > 0.1).

Then we acquired RV-tracing JNG and performed 10X Genomics scRNA-seq (Fig. 6e and Fig. S12a). After QC, 15 698 cells were retained and organized into individual clusters, consistent with their unique qualities (Fig. S12b–d). We focused on the JNG sensory neurons from Fig. S12b, and the JNG sensory neuron-derived transcriptomes revealed 31 neuronal clusters ranging in size from 57 to 732, among which DsRed labeled several clusters, and signature genes in each cluster were identified (Fig. 6f). Next, we used the marker genes of type III-activated neurons to calculate their signature score across all 31 clusters, and found that type III neurons were similar to the DsRed+ cluster 20 of JNG sensory neurons (Fig. 6g and Fig. S13a). Furthermore, we performed difference expression analysis and signature genes in each cluster were further identified for JNG type III neurons. Htr3a, a subtype of 5-HT3 receptor, is highly expressed in cluster 20 (highlight in red, Fig. S13b)). A previous study suggested that cereulide-induced vomiting is mediated by 5-HT3 receptors [12]. However, whether cereulide directly interacts with 5-HT3 receptors at vagal sensory endings or indirectly stimulates secretion of serotonin to activate 5-HT3 receptors is not known. These results suggested that cereulide may directly innervate 5-HT3 receptor positive neurons.

DISCUSSION

The nervous system owns robust and diverse risk sensing neurons to avoid pathogen or toxin intrusion into the internal environment. Distinct neuron subtypes detect different toxins, but share the same effective responses (e.g. nausea, retching, and vomiting). Our previous study found Tac1+ NTS neurons mediate SEA-induced retching-like behavior. Based on our developed B. cereus-induced retching-like paradigm and constructed single-nucleus transcriptomic atlas of NTS in mice, we found a new neuron subtype involved in retching-like behavior induced by B. cereus-mediated food poisoning and uncovered therein a neural mechanism. We summarized the main findings and showed the neural mechanism of this study with a cartoon (Fig. S14).

Single-nucleus transcriptomic atlas of NTS

The brain receives multiple critical sensory signals (chemicals and mechanical forces) from internal organs via the vagal nerve. Vagal sensory axons primarily target the NTS, a sensory gateway in the brainstem. The vagal sensory map had well-defined neurons, including JNG and NTS While NTS lacked a molecular defined neuronal subtype we obtained original NTS snRNA-seq data. Considering the critical role of the NTS in sensing the physiological status of internal organs, our sequencing database should facilitate further studies on how the central nervous system detects other microorganisms and pathogens transmitted by the JNG-NTS pathway, such as respiratory infection [50,51], especially for the SARS-CoV-2 virus.

NTS Calb1+ and Tac1+ neurons are distinct subtype neurons for retching-like behavior

Based on our constructed single-nucleus NTS transcriptomic atlas of NTS, we performed optogenetic and chemogenetic screening to find which cluster is the key neuron for retching-like behavior. Actually, the signature genes Tac1 and Calb1, which are the different expression genes of cluster 1 and cluster 2, respectively, both can trigger retching-like behavior. Besides, the immunostaining result showed that a small part of Calb1+ neurons are colocalized with Tac1 (7.9% ± 4.1%), which further implied that Tac1 and Calb1 belong to a different subtype cluster of NTS. Because Tac1 and Calb1 belong to different clusters, this implied that Tac1+ and Calb1+ neurons may be involved in the detection of distinct toxins [15]. Catecholamine neurotransmission was considered to play a crucial involvement in nausea and vomiting by evaluating kaolin intake [52], and we observed activation of tyrosine hydroxylase (TH)-positive neurons induced retching behavior in TH-ires-CreER mice (data not shown), while we had not observed vomiting behavior after activating Dbh+ NTS neurons (Fig. 3a and d). These neurons may be involved in nausea response, but we did not perform CFA testing for other Flp/Cre line mice except for Calb1-2A-Cre mice.

NTS Calb1+ neurons as the key neuronal subtype for cereulide-induced retching-like behavior

Based on the NTS snRNA-seq data and unbiased screening of NTS neuronal clusters, we identified Calb1+ neurons as the key neuronal subtype for retching-like behavior. Except for JNG sensory neurons, monosynaptic inputs tracing data implied that Calb1+ neurons also received direct projections from the motor, sensory and insular cortices, vestibular system, AP and fastigial nucleus (Fig. 6d and Fig. S11) [53,54], which are important brain regions implicated in vomiting and nausea [5,34,53,55]. NTS Calb1+ neurons are probably the regulatory center of retching. It remains to be seen how NTS Calb1+ neurons integrate the nervous system signals to induce retching.

Working as calcium (Ca2+) buffering, CALB1 play a critical role in the Ca2+-dependence of many intracellular processes, especially for Ca2+-dependent neurotransmitter release [56,57]. The suppressed expression level of CALB1 mediated hippocampal function and cognition [58,59]. AP could detect blood-borne toxins and convey neuronal signals to CGRP neurons in PBNel to induce nausea and did not cause retching-like behavior [6,54], while Calb1NTS-Amb/RVLM pathway activation induced forceful vomiting behavior in satieted mice (movie S6). CALB1 mainly express in NTS but not AP (Fig. 2g), which implies that the NTS-PBNel pathway is parallel to the AP-PBNel pathway. Whether suppressed CALB1 levels lead to Ca2+-dependent neurotransmission, the dynamic characteristic changes of neurotransmitter release remains to be analyzed.

Brain circuits to coordinate B. cereus-induced retching-like behavior

JNG sensory neurons transmitted B. cereus-secreted cereulide toxin signals from the digestive tract to NTS Calb1+ neurons, which then separated these signals into divergent pathways. One pathway projected to the Amb/RVLM and the other pathway projected to the PBNel and forward to the CeA. The Amb/RVLM complex is located near the central pattern generator region of the brainstem, which is responsible for breathing generation via abdominal muscle, intercostal muscle and diaphragm muscle [9,38]. Our PRV retrograde tracing data implied Calb1NTS-Amb/RVLM pathway innervates diaphragm muscle contraction to initiate vomiting of toxic food (Fig. 5d). Calb1NTS-PBNel pathway activation induced the nausea response via CFA analysis. CGRP neurons in PBNel may play a critical role in nausea.

Direct activation of JNG neurons by cereulide

A previous study suggested that cereulide-induced vomiting is mediated by 5-HT3 receptors. However, whether cereulide directly interacts with 5-HT3 receptors at vagal sensory endings or indirectly stimulates secretion of serotonin to activate 5-HT3 receptors is not known. This recent study found out the indirect pathway of activation 5-HT3 receptors for staphylococcal enterotoxin A (SEA) [15], while the study suggested that cereulide can directly activate Htr3a positive JNG neuronal clusters. The cumulative effect of cereulide may be necessary for retching-like behavior which accounts for the delayed arrival of defensive response. However, whether the direct neural mechanism of cereulide-induced retching was mediated by 5-HT3 receptor remained to be further dissected.

MATERIALS AND METHODS

Animals

The Calb1-2A-Cre, Tac1-ires-Cre, Dbh-2A-Flp, Etv1-CreER, vGlut2-ires-Cre, GAD2-ires-Cre, Chat-Cre and FosCreER (Fos-2A-iCreER) mouse lines were imported from Jackson Laboratory (JAX Mice and Services). Mice were housed at room temperature (23 ± 1°C) with a stable humidity (50% ± 5%) and free access to food/water on a 12 h/12 h light/dark cycle. Because we did not observe a statistical difference between male and female mice for B. cereus-induced retching-like behavior (Fig. S1a), almost the same amount of male and female mice were used in each experiment including control and test groups. All experimental procedures were conducted following protocols approved by the Administrative Panel on Laboratory Animal Care at the Guangzhou laboratory (Guangzhou, China).

B. cereus-induced retching behavior

The stored strains were resuspended with 300 μL medium and returned to room temperature. Mice with acute gastritis were intragastrically administrated B. cereus or a vehicle with 10 μL/g once an hour for a total of 3 hours. The retching behaviors were recorded by two orthogonally positioned cameras (50 frames/s; Point Grey Research, Canada).

Measuring vomitus of retching mice

AAV-DIO-ChR2-mCherry or AAV-DIO-mCherry were stereotaxically injected into the NTS of Calb1-2A-Cre mice as test or control groups, respectively. After AAV injection and fiber implantation, the mice were housed individually for 3 weeks. On the day of experiment, the test mouse was allowed to explore an area (20 cm × 20 cm, square open field) for 15 minutes. Mice were slowly given dragon fruit juice (1 mL/10 g, approximately 2.5 mL/each mouse) by gavage and then returned to the cage and had a rest for 10 min. Before laser stimulation, the residual dragon fruit juice around the mouths of the mice was cleaned up, and then a laser stimulation protocol (10 Hz, 10 mW, 10 ms, 20 s) was given to induce intense retching behaviors in the mice. The strong light evoked the mice to vomit some of the dragon fruit juice. Red dragon fruit juice was more obvious than other foods. The weight of the vomitus can be calculated by taking a clean paper and weighing it, then wiping the vomitus with the paper and weighing it again.

Intragastric administration for mice

With one hand, the mouse's tail was lifted onto a rough surface, while the other hand grasped the mouse and fixed the head, trunk and tail of the mouse so that the mouse's head and trunk were kept in a straight line and in a head-high-tail-low position. The end of the 11-gauge gavage tube was inserted through the corner of the mouse's mouth, and slowly inserted into the stomach along the oesophagus, feeling no resistance during the insertion of the gavage tube. The drug was then slowly injected, and if the mouse did not respond, the remaining drug was rapidly injected. Finally, the tube was slowly removed and the mice were returned to the cage.

Supplementary Material

nwad256_Supplemental_Files

ACKNOWLEDGEMENTS

We thank professor Kui Zhu from China Agricultural University for providing B. cereus. All data are archived in Guangzhou National Laboratory and Bioland Laboratory.

Contributor Information

Lifang Huo, School of Basic Medical Sciences, Guangzhou National Laboratory, The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou 510799, China; Bioland Laboratory (Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Guangzhou 510320, China.

Zhimin Ye, School of Basic Medical Sciences, Guangzhou National Laboratory, The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou 510799, China.

Meiling Liu, School of Basic Medical Sciences, Guangzhou National Laboratory, The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou 510799, China; Bioland Laboratory (Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Guangzhou 510320, China.

Ziqing He, School of Basic Medical Sciences, Guangzhou National Laboratory, The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou 510799, China.

Meizhu Huang, Bioland Laboratory (Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Guangzhou 510320, China.

Dapeng Li, Department of Neurobiology, School of Basic Medical Sciences, Beijing Key Laboratory of Neural Regeneration and Repair, Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing 100069, China.

Qian Wu, State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China.

Qian Wang, Changping Life Science Laboratory, Beijing 102299, China.

Xiaoqun Wang, State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China.

Peng Cao, National Institute of Biological Sciences, Beijing 102206, China.

Ji Dong, School of Basic Medical Sciences, Guangzhou National Laboratory, The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou 510799, China.

Congping Shang, School of Basic Medical Sciences, Guangzhou National Laboratory, The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou 510799, China; Bioland Laboratory (Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Guangzhou 510320, China.

DATA AVAILABILITY

Sequencing data is deposited in the Genome Sequence Archive (GSA) database (GSA accession number: CRA007790). Code is available on request. All other data are available in the main text or the Supplementary materials.

FUNDING

This work was supported by the National Key R&D Program of China (STI2030-Major Projects-2021ZD0202400 to C.S.), the National Natural Science Foundation of China (32271069 to C.S.), the Research Foundation for Advanced Talents from Guangzhou National Laboratory (YW-JCYJ0603 to C.S.) and Bioland Laboratory (1102101217 to C.S.), the Young Elite Scientist Sponsorship Program by CAST (YESS20200122 to C.S.), the China Postdoctoral Science Foundation fellowship (PDXM29424801 to L.H.).

AUTHOR CONTRIBUTIONS

C.S., J.D., P.C., X.W. conceived the study. L.H. and Z.Y. performed injections and fiber implantation. L.H. performed slice physiology. Z.Y. performed in vivo electrophysiology. L.H. and Z.Y. performed behavioral tests. M.L. and L.H. performed snRNA-seq, scRNA-seq and SMART-seq2. Z.H. conducted bioinformatics analyses. D.L. wrote data analysis code. C.S. and L.H. wrote the manuscript with help from all of the authors. All authors reviewed the manuscript.

Conflict of interest statement. None declared.

REFERENCES

  • 1. Vernet-Maury E, Polak EH, Demael A. Structure-activity relationship of stress-inducing odorants in the rat. J Chem Ecol 1984; 10: 1007–18. 10.1007/BF00987509 [DOI] [PubMed] [Google Scholar]
  • 2. Shang C, Liu Z, Chen Zet al. BRAIN CIRCUITS. A parvalbumin-positive excitatory visual pathway to trigger fear responses in mice. Science 2015; 348: 1472–7. 10.1126/science.aaa8694 [DOI] [PubMed] [Google Scholar]
  • 3. Xiong XR, Liang F, Zingg Bet al. Auditory cortex controls sound-driven innate defense behaviour through corticofugal projections to inferior colliculus. Nat Commun 2015; 6: 7224. 10.1038/ncomms8224 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4. Shang C, Chen Z, Liu Aet al. Divergent midbrain circuits orchestrate escape and freezing responses to looming stimuli in mice. Nat Commun 2018; 9: 1232. 10.1038/s41467-018-03580-7 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5. Zhong W, Shahbaz O, Teskey Get al. Mechanisms of nausea and vomiting: current knowledge and recent advances in intracellular emetic signaling systems. Int J Mol Sci 2021; 22: 5797. 10.3390/ijms22115797 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6. Zhang C, Kaye JA, Cai Zet al. Area postrema cell types that mediate nausea-associated behaviors. Neuron 2021; 109: 461–72. 10.1016/j.neuron.2020.11.010 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7. Horn CC. Why is the neurobiology of nausea and vomiting so important? Appetite 2008; 50: 430–4. 10.1016/j.appet.2007.09.015 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8. Horn CC, Kimball BA, Wang Het al. Why can’t rodents vomit? A comparative behavioral, anatomical, and physiological study. PLoS One 2013; 8: e60537. 10.1371/journal.pone.0060537 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9. Fukuda H, Koga T. The Bötzinger complex as the pattern generator for retching and vomiting in the dog. Neurosci Res 1991; 12: 471–85. 10.1016/S0168-0102(09)80001-1 [DOI] [PubMed] [Google Scholar]
  • 10. Rabin BM, Hunt WA. Relationship between vomiting and taste aversion learning in the ferret: studies with ionizing radiation, lithium chloride, and amphetamine. Behav Neural Biol 1992; 58: 83–93. 10.1016/0163-1047(92)90291-B [DOI] [PubMed] [Google Scholar]
  • 11. Miller AD, Ruggiero DA. Emetic reflex arc revealed by expression of the immediate-early gene c-fos in the cat. J Neurosci 1994; 14: 871–88. 10.1523/JNEUROSCI.14-02-00871.1994 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12. Agata N, Ohta M, Mori Met al. A novel dodecadepsipeptide, cereulide, is an emetic toxin of Bacillus cereus. FEMS Microbiol Lett 1995; 129: 17–20. [DOI] [PubMed] [Google Scholar]
  • 13. Furukawa T, Yamada K. The alpha-naphthoxyacetic acid-elicited retching involves dopaminergic inhibition in mice. Pharmacol Biochem Behav 1980; 12: 735–8. 10.1016/0091-3057(80)90158-6 [DOI] [PubMed] [Google Scholar]
  • 14. Rhodes VA, McDaniel RW. Nausea, vomiting, and retching: complex problems in palliative care. CA Cancer J Clin 2001; 51: 232–48. [DOI] [PubMed] [Google Scholar]
  • 15. Xie Z, Zhang X, Zhao Met al. The gut-to-brain axis for toxin-induced defensive responses. Cell 2022; 185: 4298–316. 10.1016/j.cell.2022.10.001 [DOI] [PubMed] [Google Scholar]
  • 16. Dowsett GKC, Lam BYH, Tadross JAet al. A survey of the mouse hindbrain in the fed and fasted states using single-nucleus RNA sequencing. Mol Metab 2021; 53: 101240. 10.1016/j.molmet.2021.101240 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17. Ludwig MQ, Cheng W, Gordian Det al. A genetic map of the mouse dorsal vagal complex and its role in obesity. Nat Metab 2021; 3: 530–45. 10.1038/s42255-021-00363-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18. Reiner BC, Crist RC, Borner Tet al. Single nuclei RNA sequencing of the rat AP and NTS following GDF15 treatment. Mol Metab 2022; 56: 101422. 10.1016/j.molmet.2021.101422 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19. Altschuler SM, Bao XM, Bieger Det al. Viscerotopic representation of the upper alimentary tract in the rat: sensory ganglia and nuclei of the solitary and spinal trigeminal tracts. J Comp Neurol 1989; 283: 248–68. 10.1002/cne.902830207 [DOI] [PubMed] [Google Scholar]
  • 20. Travagli RA, Hermann GE, Browning KNet al. Brainstem circuits regulating gastric function. Annu Rev Physiol 2006; 68: 279–305. 10.1146/annurev.physiol.68.040504.094635 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21. McGovern AE, Driessen AK, Simmons DGet al. Distinct brainstem and forebrain circuits receiving tracheal sensory neuron inputs revealed using a novel conditional anterograde transsynaptic viral tracing system. J Neurosci 2015; 35: 7041–55. 10.1523/JNEUROSCI.5128-14.2015 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22. Han W, Tellez LA, Perkins MHet al. A neural circuit for gut-induced reward. Cell 2018; 175: 665–78. 10.1016/j.cell.2018.08.049 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23. Kim S-H, Hadley SH, Maddison Met al. Mapping of sensory nerve subsets within the vagal ganglia and the brainstem using reporter mice for pirt, TRPV1, 5-HT3, and Tac1 expression. eNeuro 2020; 7: ENEURO.0494-19.2020. 10.1523/ENEURO.0494-19.2020 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24. Ran C, Boettcher JC, Kaye JAet al. A brainstem map for visceral sensations. Nature 2022; 609: 320–6. 10.1038/s41586-022-05139-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25. Miller AD, Wilson VJ. ‘Vomiting center’ reanalyzed: an electrical stimulation study. Brain Res 1983; 270: 154–8. 10.1016/0006-8993(83)90805-3 [DOI] [PubMed] [Google Scholar]
  • 26. Iqbal A, Haider M, Stadlhuber RJet al. A study of intragastric and intravesicular pressure changes during rest, coughing, weight lifting, retching, and vomiting. Surg Endosc 2008; 22: 2571–5. 10.1007/s00464-008-0080-0 [DOI] [PubMed] [Google Scholar]
  • 27. Allen WE, DeNardo LA, Chen MZet al. Thirst-associated preoptic neurons encode an aversive motivational drive. Science 2017; 357: 1149–55. 10.1126/science.aan6747 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28. Habib N, Li Y, Heidenreich Met al. Div-Seq: single-nucleus RNA-Seq reveals dynamics of rare adult newborn neurons. Science 2016; 353: 925–8. 10.1126/science.aad7038 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29. Zheng GXY, Terry JM, Belgrader Pet al. Massively parallel digital transcriptional profiling of single cells. Nat Commun 2017; 8: 14049. 10.1038/ncomms14049 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30. Korsunsky I, Millard N, Fan Jet al. Fast, sensitive and accurate integration of single-cell data with Harmony. Nat Methods 2019; 16: 1289–96. 10.1038/s41592-019-0619-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31. Hao Y, Hao S, Andersen-Nissen Eet al. Integrated analysis of multimodal single-cell data. Cell 2021; 184: 3573–87. 10.1016/j.cell.2021.04.048 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32. Armstrong DM, Manley L, Haycock JWet al. Co-localization of choline acetyltransferase and tyrosine hydroxylase within neurons of the dorsal motor nucleus of the vagus. J Chem Neuroanat 1990; 3: 133–40. [PubMed] [Google Scholar]
  • 33. Lein ES, Hawrylycz MJ, Ao Net al. Genome-wide atlas of gene expression in the adult mouse brain. Nature 2007; 445: 168–76. 10.1038/nature05453 [DOI] [PubMed] [Google Scholar]
  • 34. Wickham RJ. Revisiting the physiology of nausea and vomiting-challenging the paradigm. Supportive care in cancer 2020; 28: 13–21. 10.1007/s00520-019-05012-8 [DOI] [PubMed] [Google Scholar]
  • 35. Carter ME, Han S, Palmiter RD. Parabrachial calcitonin gene-related peptide neurons mediate conditioned taste aversion. J Neurosci 2015; 35: 4582–6. 10.1523/JNEUROSCI.3729-14.2015 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36. Palmiter RD. The parabrachial nucleus: CGRP neurons function as a general alarm. Trends Neurosci 2018; 41: 280–93. 10.1016/j.tins.2018.03.007 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37. Chiang MC, Bowen A, Schier LAet al. Parabrachial complex: a hub for pain and aversion. J Neurosci 2019; 39: 8225–30. 10.1523/JNEUROSCI.1162-19.2019 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38. Chu C-C, Hsing C-H, Shieh J-Pet al. The cellular mechanisms of the antiemetic action of dexamethasone and related glucocorticoids against vomiting. Eur J Pharmacol 2014; 722: 48–54. 10.1016/j.ejphar.2013.10.008 [DOI] [PubMed] [Google Scholar]
  • 39. Zingg B, Chou X-L, Zhang Z-Get al. AAV-Mediated anterograde transsynaptic tagging: mapping corticocollicular input-defined neural pathways for defense behaviors. Neuron 2017; 93: 33–47. 10.1016/j.neuron.2016.11.045 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40. Hu Z, Mu Y, Huang Let al. A visual circuit related to the periaqueductal gray area for the antinociceptive effects of bright light treatment. Neuron 2022; 110: 1712–27. 10.1016/j.neuron.2022.02.009 [DOI] [PubMed] [Google Scholar]
  • 41. Wang M, Castonguay WC, Duong TLet al. Stimulation of CGRP-expressing neurons in the medial cerebellar nucleus induces light and touch sensitivity in mice. Neurobiol Pain 2022; 12: 100098. 10.1016/j.ynpai.2022.100098 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42. Miller AD. Respiratory muscle control during vomiting. Can J Physiol Pharmacol 1990; 68: 237–41. 10.1139/y90-037 [DOI] [PubMed] [Google Scholar]
  • 43. Jia F, Lv P, Miao Het al. Optimization of the fluorescent protein expression level based on pseudorabies virus bartha strain for neural circuit tracing. Front Neuroanat 2019; 13: 63. 10.3389/fnana.2019.00063 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44. Carter ME, Soden ME, Zweifel LSet al. Genetic identification of a neural circuit that suppresses appetite. Nature 2013; 503: 111–4. 10.1038/nature12596 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45. Chambers KC. Conditioned taste aversions. World J Otorhinolaryngol Head Neck Surg 2018; 4: 92–100. 10.1016/j.wjorl.2018.02.003 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46. Cui Y, Liu Y, Liu Xet al. Evaluation of the toxicity and toxicokinetics of cereulide from an emetic Bacillus cereus strain of milk origin. Toxins (Basel) 2016; 8: 156. 10.3390/toxins8060156 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47. Picelli S, Faridani OR, Björklund ÅKet al. Full-length RNA-seq from single cells using smart-seq2. Nat Protoc 2014; 9: 171–81. 10.1038/nprot.2014.006 [DOI] [PubMed] [Google Scholar]
  • 48. Kupari J, Häring M, Agirre Eet al. An atlas of vagal sensory neurons and their molecular specialization. Cell Rep 2019; 27: 2508–23. 10.1016/j.celrep.2019.04.096 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49. Bai L, Mesgarzadeh S, Ramesh KSet al. Genetic identification of vagal sensory neurons that control feeding. Cell 2019; 179: 1129–43. 10.1016/j.cell.2019.10.031 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50. Carr MJ, Hunter DD, Jacoby DBet al. Expression of tachykinins in nonnociceptive vagal afferent neurons during respiratory viral infection in guinea pigs. Am J Respir Crit Care Med 2002; 165: 1071–5. 10.1164/ajrccm.165.8.2108065 [DOI] [PubMed] [Google Scholar]
  • 51. Kaelberer MM, Caceres AI, Jordt S-E. Activation of a nerve injury transcriptional signature in airway-innervating sensory neurons after lipopolysaccharide-induced lung inflammation. Am J Physiol Lung Cell Mol Physiol 2020; 318: L953–64. 10.1152/ajplung.00403.2019 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52. Sugino S, Konno D, Abe Jet al. Crucial involvement of catecholamine neurotransmission in postoperative nausea and vomiting: whole-transcriptome profiling in the rat nucleus of the solitary tract. Genes Brain Behav 2021; 20: e12759. 10.1111/gbb.12759 [DOI] [PubMed] [Google Scholar]
  • 53. Gagliuso AH, Chapman EK, Martinelli GPet al. Vestibular neurons with direct projections to the solitary nucleus in the rat. J Neurophysiol 2019; 122: 512–24. 10.1152/jn.00082.2019 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54. Zhang C, Vincelette LK, Reimann Fet al. A brainstem circuit for nausea suppression. Cell Rep 2022; 39: 110953. 10.1016/j.celrep.2022.110953 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 55. Babic T, Browning KN. The role of vagal neurocircuits in the regulation of nausea and vomiting. Eur J Pharmacol 2014; 722: 38–47. 10.1016/j.ejphar.2013.08.047 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56. Südhof TC. Calcium control of neurotransmitter release. Cold Spring Harb Perspect Biol 2012; 4: a011353. 10.1101/cshperspect.a011353 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 57. Silva M, Tran V, Marty A. Calcium-dependent docking of synaptic vesicles. Trends Neurosci 2021; 44: 579–92. 10.1016/j.tins.2021.04.003 [DOI] [PubMed] [Google Scholar]
  • 58. Li J-T, Xie X-M, Yu J-Yet al. Suppressed calbindin levels in hippocampal excitatory neurons mediate stress-induced memory loss. Cell Rep 2017; 21: 891–900. 10.1016/j.celrep.2017.10.006 [DOI] [PubMed] [Google Scholar]
  • 59. Liu Y-J, Liu T-T, Jiang L-Het al. Identification of hub genes associated with cognition in the hippocampus of Alzheimer's Disease. Bioengineered 2021; 12: 9598–609. 10.1080/21655979.2021.1999549 [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

nwad256_Supplemental_Files

Data Availability Statement

Sequencing data is deposited in the Genome Sequence Archive (GSA) database (GSA accession number: CRA007790). Code is available on request. All other data are available in the main text or the Supplementary materials.


Articles from National Science Review are provided here courtesy of Oxford University Press

RESOURCES