Gary C Mouradian, Pengyuan Liu, Pablo Nakagawa, Erin Duffy, Javier Gomez Vargas, Kirthikaa Balapattabi, Justin L Grobe, Curt D Sigmund, Matthew R Hodges
{"title":"Patch-to-Seq和转录组学分析产生功能不同的脑干血清素神经元的分子标记。","authors":"Gary C Mouradian, Pengyuan Liu, Pablo Nakagawa, Erin Duffy, Javier Gomez Vargas, Kirthikaa Balapattabi, Justin L Grobe, Curt D Sigmund, Matthew R Hodges","doi":"10.3389/fnsyn.2022.910820","DOIUrl":null,"url":null,"abstract":"<p><p>Acute regulation of CO<sub>2</sub> and pH homeostasis requires sensory feedback from peripheral (carotid body) and central (central) CO<sub>2</sub>/pH sensitive cells - so called respiratory chemoreceptors. Subsets of brainstem serotonin (5-HT) neurons in the medullary raphe are CO<sub>2</sub> sensitive or insensitive based on differences in embryonic origin, suggesting these functionally distinct subpopulations may have unique transcriptional profiles. Here, we used Patch-to-Seq to determine if the CO<sub>2</sub> responses in brainstem 5-HT neurons could be correlated to unique transcriptional profiles and/or unique molecular markers and pathways. First, firing rate changes with hypercapnic acidosis were measured in fluorescently labeled 5-HT neurons in acute brainstem slices from transgenic, Dahl SS (SSMcwi) rats expressing T2/ePet-eGFP transgene in Pet-1 expressing (serotonin) neurons (SS <sup><i>ePet</i>1-eGFP</sup> rats). Subsequently, the transcriptomic and pathway profiles of CO<sub>2</sub> sensitive and insensitive 5-HT neurons were determined and compared by single cell RNA (scRNAseq) and bioinformatic analyses. Low baseline firing rates were a distinguishing feature of CO<sub>2</sub> sensitive 5-HT neurons. scRNAseq of these recorded neurons revealed 166 differentially expressed genes among CO<sub>2</sub> sensitive and insensitive 5-HT neurons. Pathway analyses yielded novel predicted upstream regulators, including the transcription factor <i>Egr2</i> and <i>Leptin</i>. Additional bioinformatic analyses identified 6 candidate gene markers of CO<sub>2</sub> sensitive 5-HT neurons, and 2 selected candidate genes (<i>CD46</i> and <i>Iba57</i>) were both expressed in 5-HT neurons determined via <i>in situ</i> mRNA hybridization. Together, these data provide novel insights into the transcriptional control of cellular chemoreception and provide unbiased candidate gene markers of CO<sub>2</sub> sensitive 5-HT neurons. Methodologically, these data highlight the utility of the patch-to-seq technique in enabling the linkage of gene expression to specific functions, like CO<sub>2</sub> chemoreception, in a single cell to identify potential mechanisms underlying functional differences in otherwise similar cell types.</p>","PeriodicalId":12650,"journal":{"name":"Frontiers in Synaptic Neuroscience","volume":"14 ","pages":"910820"},"PeriodicalIF":2.8000,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9280690/pdf/","citationCount":"2","resultStr":"{\"title\":\"Patch-to-Seq and Transcriptomic Analyses Yield Molecular Markers of Functionally Distinct Brainstem Serotonin Neurons.\",\"authors\":\"Gary C Mouradian, Pengyuan Liu, Pablo Nakagawa, Erin Duffy, Javier Gomez Vargas, Kirthikaa Balapattabi, Justin L Grobe, Curt D Sigmund, Matthew R Hodges\",\"doi\":\"10.3389/fnsyn.2022.910820\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Acute regulation of CO<sub>2</sub> and pH homeostasis requires sensory feedback from peripheral (carotid body) and central (central) CO<sub>2</sub>/pH sensitive cells - so called respiratory chemoreceptors. Subsets of brainstem serotonin (5-HT) neurons in the medullary raphe are CO<sub>2</sub> sensitive or insensitive based on differences in embryonic origin, suggesting these functionally distinct subpopulations may have unique transcriptional profiles. Here, we used Patch-to-Seq to determine if the CO<sub>2</sub> responses in brainstem 5-HT neurons could be correlated to unique transcriptional profiles and/or unique molecular markers and pathways. First, firing rate changes with hypercapnic acidosis were measured in fluorescently labeled 5-HT neurons in acute brainstem slices from transgenic, Dahl SS (SSMcwi) rats expressing T2/ePet-eGFP transgene in Pet-1 expressing (serotonin) neurons (SS <sup><i>ePet</i>1-eGFP</sup> rats). Subsequently, the transcriptomic and pathway profiles of CO<sub>2</sub> sensitive and insensitive 5-HT neurons were determined and compared by single cell RNA (scRNAseq) and bioinformatic analyses. Low baseline firing rates were a distinguishing feature of CO<sub>2</sub> sensitive 5-HT neurons. scRNAseq of these recorded neurons revealed 166 differentially expressed genes among CO<sub>2</sub> sensitive and insensitive 5-HT neurons. Pathway analyses yielded novel predicted upstream regulators, including the transcription factor <i>Egr2</i> and <i>Leptin</i>. Additional bioinformatic analyses identified 6 candidate gene markers of CO<sub>2</sub> sensitive 5-HT neurons, and 2 selected candidate genes (<i>CD46</i> and <i>Iba57</i>) were both expressed in 5-HT neurons determined via <i>in situ</i> mRNA hybridization. Together, these data provide novel insights into the transcriptional control of cellular chemoreception and provide unbiased candidate gene markers of CO<sub>2</sub> sensitive 5-HT neurons. Methodologically, these data highlight the utility of the patch-to-seq technique in enabling the linkage of gene expression to specific functions, like CO<sub>2</sub> chemoreception, in a single cell to identify potential mechanisms underlying functional differences in otherwise similar cell types.</p>\",\"PeriodicalId\":12650,\"journal\":{\"name\":\"Frontiers in Synaptic Neuroscience\",\"volume\":\"14 \",\"pages\":\"910820\"},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2022-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9280690/pdf/\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Frontiers in Synaptic Neuroscience\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.3389/fnsyn.2022.910820\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"NEUROSCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Synaptic Neuroscience","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3389/fnsyn.2022.910820","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
Patch-to-Seq and Transcriptomic Analyses Yield Molecular Markers of Functionally Distinct Brainstem Serotonin Neurons.
Acute regulation of CO2 and pH homeostasis requires sensory feedback from peripheral (carotid body) and central (central) CO2/pH sensitive cells - so called respiratory chemoreceptors. Subsets of brainstem serotonin (5-HT) neurons in the medullary raphe are CO2 sensitive or insensitive based on differences in embryonic origin, suggesting these functionally distinct subpopulations may have unique transcriptional profiles. Here, we used Patch-to-Seq to determine if the CO2 responses in brainstem 5-HT neurons could be correlated to unique transcriptional profiles and/or unique molecular markers and pathways. First, firing rate changes with hypercapnic acidosis were measured in fluorescently labeled 5-HT neurons in acute brainstem slices from transgenic, Dahl SS (SSMcwi) rats expressing T2/ePet-eGFP transgene in Pet-1 expressing (serotonin) neurons (SS ePet1-eGFP rats). Subsequently, the transcriptomic and pathway profiles of CO2 sensitive and insensitive 5-HT neurons were determined and compared by single cell RNA (scRNAseq) and bioinformatic analyses. Low baseline firing rates were a distinguishing feature of CO2 sensitive 5-HT neurons. scRNAseq of these recorded neurons revealed 166 differentially expressed genes among CO2 sensitive and insensitive 5-HT neurons. Pathway analyses yielded novel predicted upstream regulators, including the transcription factor Egr2 and Leptin. Additional bioinformatic analyses identified 6 candidate gene markers of CO2 sensitive 5-HT neurons, and 2 selected candidate genes (CD46 and Iba57) were both expressed in 5-HT neurons determined via in situ mRNA hybridization. Together, these data provide novel insights into the transcriptional control of cellular chemoreception and provide unbiased candidate gene markers of CO2 sensitive 5-HT neurons. Methodologically, these data highlight the utility of the patch-to-seq technique in enabling the linkage of gene expression to specific functions, like CO2 chemoreception, in a single cell to identify potential mechanisms underlying functional differences in otherwise similar cell types.