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OR01-06 Single Nucleus Multi-omics Analysis Identifies Cellular Trajectories And Dynamic Changes In Gene Expression And Chromatin Accessibility In The Pituitary During The Mouse Estrous Cycle
Disclosure: F.M. Ruf-Zamojski: None. W. Cheng: None. Z. Zhang: None. M. Zamojski: None. G.R. Smith: None. X. Chen: None. N. Mendelev: None. G. Strupinsky: None. C.A. Alonso: None. L. Ongaro Gambino: None. X. Zhou: None. E. Brule: None. M.S. Amper: None. P. Hanna: None. V.D. Nair: None. C.L. Andoniad...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10554986/ http://dx.doi.org/10.1210/jendso/bvad114.1088 |
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author | Ruf-Zamojski, Frederique Murielle Cheng, Wan Sze Zhang, Zidong Zamojski, Michel Smith, Gregory R Chen, Xi Mendelev, Natalia Strupinsky, Galia Alonso, Carlos Agustín Gambino, Luisina Ongaro Zhou, Xiang Brule, Emilie Amper, Mary Anne S Hanna, Pincas Nair, Venugopalan D Andoniadou, Cynthia Lilian Turgeon, Judith L Troyanskaya, Olga Zaslavsky, Elena Bernard, Daniel J Sealfon, Stuart C |
author_facet | Ruf-Zamojski, Frederique Murielle Cheng, Wan Sze Zhang, Zidong Zamojski, Michel Smith, Gregory R Chen, Xi Mendelev, Natalia Strupinsky, Galia Alonso, Carlos Agustín Gambino, Luisina Ongaro Zhou, Xiang Brule, Emilie Amper, Mary Anne S Hanna, Pincas Nair, Venugopalan D Andoniadou, Cynthia Lilian Turgeon, Judith L Troyanskaya, Olga Zaslavsky, Elena Bernard, Daniel J Sealfon, Stuart C |
author_sort | Ruf-Zamojski, Frederique Murielle |
collection | PubMed |
description | Disclosure: F.M. Ruf-Zamojski: None. W. Cheng: None. Z. Zhang: None. M. Zamojski: None. G.R. Smith: None. X. Chen: None. N. Mendelev: None. G. Strupinsky: None. C.A. Alonso: None. L. Ongaro Gambino: None. X. Zhou: None. E. Brule: None. M.S. Amper: None. P. Hanna: None. V.D. Nair: None. C.L. Andoniadou: None. J.L. Turgeon: None. O. Troyanskaya: None. E. Zaslavsky: None. D.J. Bernard: None. S.C. Sealfon: None. Single cell multi-omics datasets provide an unparalleled power to resolve gene regulatory circuits underlying cellular function in complex tissues such as the pituitary gland [1, 2]. To better understand cellular plasticity and dynamics in the mouse pituitary during the estrous cycle in vivo, we performed same-cell single nucleus (sn) multi-omics for gene expression and chromatin accessibility on individual pituitaries collected from mice at 9am on each day of the cycle, as well as at 6pm and 11pm on proestrus and at 2am on estrus to capture surge events. Cycle stage was determined by vaginal cytology and post-mortem measurement of serum LH and FSH levels. In total, 102,069 cells passed rigorous quality control (QC, [2]), with over 5,000 cells analyzed per sample, ∼2,000 genes/cell, ∼15,000 ATAC median high-quality fragments, and Transcription Start Site (TSS) enrichment scores above 9 for all samples. We identified 13 well-separated clusters in the snRNAseq and 10 in the snATACseq datasets representing the pituitary cell types that were followed over time. We integrated the gene expression and chromatin accessibility datasets and analyzed changes in cell type proportions, gene expression, and chromatin accessibility through time. We detected major differential gene expression changes in the gonadotropes and lactotropes, which we further investigated using pseudotime trajectory analyses. Several upstream Fshb loci showed dynamic changes during the estrous cycle. Additionally, we uncovered regulatory components of major pituitary genes over time using linkage data analysis.To our knowledge, this is the first study to present detailed and comprehensive data on gene expression and chromatin structure changes at sn resolution in all pituitary cell types during a dynamic physiological process. Thus, it provides critical new resources to the field of endocrinology. References:[1] Nat Comm, 2020, 12(2677), PMID:33976139.[2] Cell Reports, 2022, 38(10): 110467, PMID:35263594. Presentation: Thursday, June 15, 2023 |
format | Online Article Text |
id | pubmed-10554986 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-105549862023-10-06 OR01-06 Single Nucleus Multi-omics Analysis Identifies Cellular Trajectories And Dynamic Changes In Gene Expression And Chromatin Accessibility In The Pituitary During The Mouse Estrous Cycle Ruf-Zamojski, Frederique Murielle Cheng, Wan Sze Zhang, Zidong Zamojski, Michel Smith, Gregory R Chen, Xi Mendelev, Natalia Strupinsky, Galia Alonso, Carlos Agustín Gambino, Luisina Ongaro Zhou, Xiang Brule, Emilie Amper, Mary Anne S Hanna, Pincas Nair, Venugopalan D Andoniadou, Cynthia Lilian Turgeon, Judith L Troyanskaya, Olga Zaslavsky, Elena Bernard, Daniel J Sealfon, Stuart C J Endocr Soc Neuroendocrinology And Pituitary Disclosure: F.M. Ruf-Zamojski: None. W. Cheng: None. Z. Zhang: None. M. Zamojski: None. G.R. Smith: None. X. Chen: None. N. Mendelev: None. G. Strupinsky: None. C.A. Alonso: None. L. Ongaro Gambino: None. X. Zhou: None. E. Brule: None. M.S. Amper: None. P. Hanna: None. V.D. Nair: None. C.L. Andoniadou: None. J.L. Turgeon: None. O. Troyanskaya: None. E. Zaslavsky: None. D.J. Bernard: None. S.C. Sealfon: None. Single cell multi-omics datasets provide an unparalleled power to resolve gene regulatory circuits underlying cellular function in complex tissues such as the pituitary gland [1, 2]. To better understand cellular plasticity and dynamics in the mouse pituitary during the estrous cycle in vivo, we performed same-cell single nucleus (sn) multi-omics for gene expression and chromatin accessibility on individual pituitaries collected from mice at 9am on each day of the cycle, as well as at 6pm and 11pm on proestrus and at 2am on estrus to capture surge events. Cycle stage was determined by vaginal cytology and post-mortem measurement of serum LH and FSH levels. In total, 102,069 cells passed rigorous quality control (QC, [2]), with over 5,000 cells analyzed per sample, ∼2,000 genes/cell, ∼15,000 ATAC median high-quality fragments, and Transcription Start Site (TSS) enrichment scores above 9 for all samples. We identified 13 well-separated clusters in the snRNAseq and 10 in the snATACseq datasets representing the pituitary cell types that were followed over time. We integrated the gene expression and chromatin accessibility datasets and analyzed changes in cell type proportions, gene expression, and chromatin accessibility through time. We detected major differential gene expression changes in the gonadotropes and lactotropes, which we further investigated using pseudotime trajectory analyses. Several upstream Fshb loci showed dynamic changes during the estrous cycle. Additionally, we uncovered regulatory components of major pituitary genes over time using linkage data analysis.To our knowledge, this is the first study to present detailed and comprehensive data on gene expression and chromatin structure changes at sn resolution in all pituitary cell types during a dynamic physiological process. Thus, it provides critical new resources to the field of endocrinology. References:[1] Nat Comm, 2020, 12(2677), PMID:33976139.[2] Cell Reports, 2022, 38(10): 110467, PMID:35263594. Presentation: Thursday, June 15, 2023 Oxford University Press 2023-10-05 /pmc/articles/PMC10554986/ http://dx.doi.org/10.1210/jendso/bvad114.1088 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of the Endocrine Society. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (https://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Neuroendocrinology And Pituitary Ruf-Zamojski, Frederique Murielle Cheng, Wan Sze Zhang, Zidong Zamojski, Michel Smith, Gregory R Chen, Xi Mendelev, Natalia Strupinsky, Galia Alonso, Carlos Agustín Gambino, Luisina Ongaro Zhou, Xiang Brule, Emilie Amper, Mary Anne S Hanna, Pincas Nair, Venugopalan D Andoniadou, Cynthia Lilian Turgeon, Judith L Troyanskaya, Olga Zaslavsky, Elena Bernard, Daniel J Sealfon, Stuart C OR01-06 Single Nucleus Multi-omics Analysis Identifies Cellular Trajectories And Dynamic Changes In Gene Expression And Chromatin Accessibility In The Pituitary During The Mouse Estrous Cycle |
title | OR01-06 Single Nucleus Multi-omics Analysis Identifies Cellular Trajectories And Dynamic Changes In Gene Expression And Chromatin Accessibility In The Pituitary During The Mouse Estrous Cycle |
title_full | OR01-06 Single Nucleus Multi-omics Analysis Identifies Cellular Trajectories And Dynamic Changes In Gene Expression And Chromatin Accessibility In The Pituitary During The Mouse Estrous Cycle |
title_fullStr | OR01-06 Single Nucleus Multi-omics Analysis Identifies Cellular Trajectories And Dynamic Changes In Gene Expression And Chromatin Accessibility In The Pituitary During The Mouse Estrous Cycle |
title_full_unstemmed | OR01-06 Single Nucleus Multi-omics Analysis Identifies Cellular Trajectories And Dynamic Changes In Gene Expression And Chromatin Accessibility In The Pituitary During The Mouse Estrous Cycle |
title_short | OR01-06 Single Nucleus Multi-omics Analysis Identifies Cellular Trajectories And Dynamic Changes In Gene Expression And Chromatin Accessibility In The Pituitary During The Mouse Estrous Cycle |
title_sort | or01-06 single nucleus multi-omics analysis identifies cellular trajectories and dynamic changes in gene expression and chromatin accessibility in the pituitary during the mouse estrous cycle |
topic | Neuroendocrinology And Pituitary |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10554986/ http://dx.doi.org/10.1210/jendso/bvad114.1088 |
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