Vanessa Yu, Fiona Yong, Angellica Marta, Sanjay Khadayate, Adrien Osakwe, Supriyo Bhattacharya, Sneha S Varghese, Pauline Chabosseau, Sayed M Tabibi, Keran Chen, Eleni Georgiadou, Nazia Parveen, Mara Suleiman, Zoe Stamoulis, Lorella Marselli, Carmela De Luca, Marta Tesi, Giada Ostinelli, Luis Delgadillo-Silva, Xiwei Wu, Yuki Hatanaka, Alex Montoya, James Elliott, Bhavik Patel, Nikita Demchenko, Chad Whilding, Petra Hajkova, Pavel Shliaha, Holger Kramer, Yusuf Ali, Piero Marchetti, Robert Sladek, Sangeeta Dhawan, Dominic J Withers, Guy A Rutter, Steven J Millership
{"title":"Nnat 上不同的 CpG 甲基化在早期形成β细胞异质性的过程中起着重要作用。","authors":"Vanessa Yu, Fiona Yong, Angellica Marta, Sanjay Khadayate, Adrien Osakwe, Supriyo Bhattacharya, Sneha S Varghese, Pauline Chabosseau, Sayed M Tabibi, Keran Chen, Eleni Georgiadou, Nazia Parveen, Mara Suleiman, Zoe Stamoulis, Lorella Marselli, Carmela De Luca, Marta Tesi, Giada Ostinelli, Luis Delgadillo-Silva, Xiwei Wu, Yuki Hatanaka, Alex Montoya, James Elliott, Bhavik Patel, Nikita Demchenko, Chad Whilding, Petra Hajkova, Pavel Shliaha, Holger Kramer, Yusuf Ali, Piero Marchetti, Robert Sladek, Sangeeta Dhawan, Dominic J Withers, Guy A Rutter, Steven J Millership","doi":"10.1101/2023.02.04.527050","DOIUrl":null,"url":null,"abstract":"<p><strong>Aims/hypothesis: </strong>Beta cells within the pancreatic islet represent a heterogenous population wherein individual sub-groups of cells make distinct contributions to the overall control of insulin secretion. These include a subpopulation of highly-connected 'hub' cells, important for the propagation of intercellular Ca<sup>2+</sup> waves. Functional subpopulations have also been demonstrated in human beta cells, with an altered subtype distribution apparent in type 2 diabetes. At present, the molecular mechanisms through which beta cell hierarchy is established are poorly understood. Changes at the level of the epigenome provide one such possibility which we explore here by focussing on the imprinted gene neuronatin (<i>Nnat</i>), which is required for normal insulin synthesis and secretion.</p><p><strong>Methods: </strong>Single cell RNA-seq datasets were examined using Seurat 4.0 and ClusterProfiler running under R. Transgenic mice expressing eGFP under the control of the <i>Nnat</i> enhancer/promoter regions were generated for fluorescence-activated cell (FAC) sorting of beta cells and downstream analysis of CpG methylation by bisulphite and RNA sequencing, respectively. Animals deleted for the de novo methyltransferase, DNMT3A from the pancreatic progenitor stage were used to explore control of promoter methylation. Proteomics was performed using affinity purification mass spectrometry and Ca<sup>2+</sup> dynamics explored by rapid confocal imaging of Cal-520 and Cal-590. Insulin secretion was measured using Homogeneous Time Resolved Fluorescence Imaging.</p><p><strong>Results: </strong><i>Nnat</i> mRNA was differentially expressed in a discrete beta cell population in a developmental stage- and DNA methylation (DNMT3A)-dependent manner. Thus, pseudo-time analysis of embryonic data sets demonstrated the early establishment of <i>Nnat</i>-positive and negative subpopulations during embryogenesis. NNAT expression is also restricted to a subset of beta cells across the human islet that is maintained throughout adult life. NNAT<sup>+</sup> beta cells also displayed a discrete transcriptome at adult stages, representing a sub-population specialised for insulin production, reminiscent of recently-described \"β<sub>HI</sub>\" cells and were diminished in <i>db/db</i> mice. 'Hub' cells were less abundant in the NNAT<sup>+</sup> population, consistent with epigenetic control of this functional specialization.</p><p><strong>Conclusions/interpretation: </strong>These findings demonstrate that differential DNA methylation at <i>Nnat</i> represents a novel means through which beta cell heterogeneity is established during development. We therefore hypothesise that changes in methylation at this locus may thus contribute to a loss of beta cell hierarchy and connectivity, potentially contributing to defective insulin secretion in some forms of diabetes.</p>","PeriodicalId":94023,"journal":{"name":"Hand surgery & rehabilitation","volume":"36 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10705251/pdf/","citationCount":"0","resultStr":"{\"title\":\"Differential CpG methylation at <i>Nnat</i> in the early establishment of beta cell heterogeneity.\",\"authors\":\"Vanessa Yu, Fiona Yong, Angellica Marta, Sanjay Khadayate, Adrien Osakwe, Supriyo Bhattacharya, Sneha S Varghese, Pauline Chabosseau, Sayed M Tabibi, Keran Chen, Eleni Georgiadou, Nazia Parveen, Mara Suleiman, Zoe Stamoulis, Lorella Marselli, Carmela De Luca, Marta Tesi, Giada Ostinelli, Luis Delgadillo-Silva, Xiwei Wu, Yuki Hatanaka, Alex Montoya, James Elliott, Bhavik Patel, Nikita Demchenko, Chad Whilding, Petra Hajkova, Pavel Shliaha, Holger Kramer, Yusuf Ali, Piero Marchetti, Robert Sladek, Sangeeta Dhawan, Dominic J Withers, Guy A Rutter, Steven J Millership\",\"doi\":\"10.1101/2023.02.04.527050\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Aims/hypothesis: </strong>Beta cells within the pancreatic islet represent a heterogenous population wherein individual sub-groups of cells make distinct contributions to the overall control of insulin secretion. These include a subpopulation of highly-connected 'hub' cells, important for the propagation of intercellular Ca<sup>2+</sup> waves. Functional subpopulations have also been demonstrated in human beta cells, with an altered subtype distribution apparent in type 2 diabetes. At present, the molecular mechanisms through which beta cell hierarchy is established are poorly understood. Changes at the level of the epigenome provide one such possibility which we explore here by focussing on the imprinted gene neuronatin (<i>Nnat</i>), which is required for normal insulin synthesis and secretion.</p><p><strong>Methods: </strong>Single cell RNA-seq datasets were examined using Seurat 4.0 and ClusterProfiler running under R. Transgenic mice expressing eGFP under the control of the <i>Nnat</i> enhancer/promoter regions were generated for fluorescence-activated cell (FAC) sorting of beta cells and downstream analysis of CpG methylation by bisulphite and RNA sequencing, respectively. Animals deleted for the de novo methyltransferase, DNMT3A from the pancreatic progenitor stage were used to explore control of promoter methylation. Proteomics was performed using affinity purification mass spectrometry and Ca<sup>2+</sup> dynamics explored by rapid confocal imaging of Cal-520 and Cal-590. Insulin secretion was measured using Homogeneous Time Resolved Fluorescence Imaging.</p><p><strong>Results: </strong><i>Nnat</i> mRNA was differentially expressed in a discrete beta cell population in a developmental stage- and DNA methylation (DNMT3A)-dependent manner. Thus, pseudo-time analysis of embryonic data sets demonstrated the early establishment of <i>Nnat</i>-positive and negative subpopulations during embryogenesis. NNAT expression is also restricted to a subset of beta cells across the human islet that is maintained throughout adult life. NNAT<sup>+</sup> beta cells also displayed a discrete transcriptome at adult stages, representing a sub-population specialised for insulin production, reminiscent of recently-described \\\"β<sub>HI</sub>\\\" cells and were diminished in <i>db/db</i> mice. 'Hub' cells were less abundant in the NNAT<sup>+</sup> population, consistent with epigenetic control of this functional specialization.</p><p><strong>Conclusions/interpretation: </strong>These findings demonstrate that differential DNA methylation at <i>Nnat</i> represents a novel means through which beta cell heterogeneity is established during development. We therefore hypothesise that changes in methylation at this locus may thus contribute to a loss of beta cell hierarchy and connectivity, potentially contributing to defective insulin secretion in some forms of diabetes.</p>\",\"PeriodicalId\":94023,\"journal\":{\"name\":\"Hand surgery & rehabilitation\",\"volume\":\"36 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-11-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10705251/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Hand surgery & rehabilitation\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1101/2023.02.04.527050\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Hand surgery & rehabilitation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2023.02.04.527050","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Differential CpG methylation at Nnat in the early establishment of beta cell heterogeneity.
Aims/hypothesis: Beta cells within the pancreatic islet represent a heterogenous population wherein individual sub-groups of cells make distinct contributions to the overall control of insulin secretion. These include a subpopulation of highly-connected 'hub' cells, important for the propagation of intercellular Ca2+ waves. Functional subpopulations have also been demonstrated in human beta cells, with an altered subtype distribution apparent in type 2 diabetes. At present, the molecular mechanisms through which beta cell hierarchy is established are poorly understood. Changes at the level of the epigenome provide one such possibility which we explore here by focussing on the imprinted gene neuronatin (Nnat), which is required for normal insulin synthesis and secretion.
Methods: Single cell RNA-seq datasets were examined using Seurat 4.0 and ClusterProfiler running under R. Transgenic mice expressing eGFP under the control of the Nnat enhancer/promoter regions were generated for fluorescence-activated cell (FAC) sorting of beta cells and downstream analysis of CpG methylation by bisulphite and RNA sequencing, respectively. Animals deleted for the de novo methyltransferase, DNMT3A from the pancreatic progenitor stage were used to explore control of promoter methylation. Proteomics was performed using affinity purification mass spectrometry and Ca2+ dynamics explored by rapid confocal imaging of Cal-520 and Cal-590. Insulin secretion was measured using Homogeneous Time Resolved Fluorescence Imaging.
Results: Nnat mRNA was differentially expressed in a discrete beta cell population in a developmental stage- and DNA methylation (DNMT3A)-dependent manner. Thus, pseudo-time analysis of embryonic data sets demonstrated the early establishment of Nnat-positive and negative subpopulations during embryogenesis. NNAT expression is also restricted to a subset of beta cells across the human islet that is maintained throughout adult life. NNAT+ beta cells also displayed a discrete transcriptome at adult stages, representing a sub-population specialised for insulin production, reminiscent of recently-described "βHI" cells and were diminished in db/db mice. 'Hub' cells were less abundant in the NNAT+ population, consistent with epigenetic control of this functional specialization.
Conclusions/interpretation: These findings demonstrate that differential DNA methylation at Nnat represents a novel means through which beta cell heterogeneity is established during development. We therefore hypothesise that changes in methylation at this locus may thus contribute to a loss of beta cell hierarchy and connectivity, potentially contributing to defective insulin secretion in some forms of diabetes.