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Single nucleus multi-omics regulatory landscape of the murine pituitary
To provide a multi-omics resource and investigate transcriptional regulatory mechanisms, we profile the transcriptome, chromatin accessibility, and methylation status of over 70,000 single nuclei (sn) from adult mouse pituitaries. Paired snRNAseq and snATACseq datasets from individual animals highli...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8113460/ https://www.ncbi.nlm.nih.gov/pubmed/33976139 http://dx.doi.org/10.1038/s41467-021-22859-w |
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author | Ruf-Zamojski, Frederique Zhang, Zidong Zamojski, Michel Smith, Gregory R. Mendelev, Natalia Liu, Hanqing Nudelman, German Moriwaki, Mika Pincas, Hanna Castanon, Rosa Gomez Nair, Venugopalan D. Seenarine, Nitish Amper, Mary Anne S. Zhou, Xiang Ongaro, Luisina Toufaily, Chirine Schang, Gauthier Nery, Joseph R. Bartlett, Anna Aldridge, Andrew Jain, Nimisha Childs, Gwen V. Troyanskaya, Olga G. Ecker, Joseph R. Turgeon, Judith L. Welt, Corrine K. Bernard, Daniel J. Sealfon, Stuart C. |
author_facet | Ruf-Zamojski, Frederique Zhang, Zidong Zamojski, Michel Smith, Gregory R. Mendelev, Natalia Liu, Hanqing Nudelman, German Moriwaki, Mika Pincas, Hanna Castanon, Rosa Gomez Nair, Venugopalan D. Seenarine, Nitish Amper, Mary Anne S. Zhou, Xiang Ongaro, Luisina Toufaily, Chirine Schang, Gauthier Nery, Joseph R. Bartlett, Anna Aldridge, Andrew Jain, Nimisha Childs, Gwen V. Troyanskaya, Olga G. Ecker, Joseph R. Turgeon, Judith L. Welt, Corrine K. Bernard, Daniel J. Sealfon, Stuart C. |
author_sort | Ruf-Zamojski, Frederique |
collection | PubMed |
description | To provide a multi-omics resource and investigate transcriptional regulatory mechanisms, we profile the transcriptome, chromatin accessibility, and methylation status of over 70,000 single nuclei (sn) from adult mouse pituitaries. Paired snRNAseq and snATACseq datasets from individual animals highlight a continuum between developmental epigenetically-encoded cell types and transcriptionally-determined transient cell states. Co-accessibility analysis-based identification of a putative Fshb cis-regulatory domain that overlaps the fertility-linked rs11031006 human polymorphism, followed by experimental validation illustrate the use of this resource for hypothesis generation. We also identify transcriptional and chromatin accessibility programs distinguishing each major cell type. Regulons, which are co-regulated gene sets sharing binding sites for a common transcription factor driver, recapitulate cell type clustering. We identify both cell type-specific and sex-specific regulons that are highly correlated with promoter accessibility, but not with methylation state, supporting the centrality of chromatin accessibility in shaping cell-defining transcriptional programs. The sn multi-omics atlas is accessible at snpituitaryatlas.princeton.edu. |
format | Online Article Text |
id | pubmed-8113460 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-81134602021-05-14 Single nucleus multi-omics regulatory landscape of the murine pituitary Ruf-Zamojski, Frederique Zhang, Zidong Zamojski, Michel Smith, Gregory R. Mendelev, Natalia Liu, Hanqing Nudelman, German Moriwaki, Mika Pincas, Hanna Castanon, Rosa Gomez Nair, Venugopalan D. Seenarine, Nitish Amper, Mary Anne S. Zhou, Xiang Ongaro, Luisina Toufaily, Chirine Schang, Gauthier Nery, Joseph R. Bartlett, Anna Aldridge, Andrew Jain, Nimisha Childs, Gwen V. Troyanskaya, Olga G. Ecker, Joseph R. Turgeon, Judith L. Welt, Corrine K. Bernard, Daniel J. Sealfon, Stuart C. Nat Commun Article To provide a multi-omics resource and investigate transcriptional regulatory mechanisms, we profile the transcriptome, chromatin accessibility, and methylation status of over 70,000 single nuclei (sn) from adult mouse pituitaries. Paired snRNAseq and snATACseq datasets from individual animals highlight a continuum between developmental epigenetically-encoded cell types and transcriptionally-determined transient cell states. Co-accessibility analysis-based identification of a putative Fshb cis-regulatory domain that overlaps the fertility-linked rs11031006 human polymorphism, followed by experimental validation illustrate the use of this resource for hypothesis generation. We also identify transcriptional and chromatin accessibility programs distinguishing each major cell type. Regulons, which are co-regulated gene sets sharing binding sites for a common transcription factor driver, recapitulate cell type clustering. We identify both cell type-specific and sex-specific regulons that are highly correlated with promoter accessibility, but not with methylation state, supporting the centrality of chromatin accessibility in shaping cell-defining transcriptional programs. The sn multi-omics atlas is accessible at snpituitaryatlas.princeton.edu. Nature Publishing Group UK 2021-05-11 /pmc/articles/PMC8113460/ /pubmed/33976139 http://dx.doi.org/10.1038/s41467-021-22859-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Ruf-Zamojski, Frederique Zhang, Zidong Zamojski, Michel Smith, Gregory R. Mendelev, Natalia Liu, Hanqing Nudelman, German Moriwaki, Mika Pincas, Hanna Castanon, Rosa Gomez Nair, Venugopalan D. Seenarine, Nitish Amper, Mary Anne S. Zhou, Xiang Ongaro, Luisina Toufaily, Chirine Schang, Gauthier Nery, Joseph R. Bartlett, Anna Aldridge, Andrew Jain, Nimisha Childs, Gwen V. Troyanskaya, Olga G. Ecker, Joseph R. Turgeon, Judith L. Welt, Corrine K. Bernard, Daniel J. Sealfon, Stuart C. Single nucleus multi-omics regulatory landscape of the murine pituitary |
title | Single nucleus multi-omics regulatory landscape of the murine pituitary |
title_full | Single nucleus multi-omics regulatory landscape of the murine pituitary |
title_fullStr | Single nucleus multi-omics regulatory landscape of the murine pituitary |
title_full_unstemmed | Single nucleus multi-omics regulatory landscape of the murine pituitary |
title_short | Single nucleus multi-omics regulatory landscape of the murine pituitary |
title_sort | single nucleus multi-omics regulatory landscape of the murine pituitary |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8113460/ https://www.ncbi.nlm.nih.gov/pubmed/33976139 http://dx.doi.org/10.1038/s41467-021-22859-w |
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