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Single-Cell Chromatin Analysis of Mammary Gland Development Reveals Cell-State Transcriptional Regulators and Lineage Relationships

Technological improvements enable single-cell epigenetic analyses of organ development. We reasoned that high-resolution single-cell chromatin accessibility mapping would provide needed insight into the epigenetic reprogramming and transcriptional regulators involved in normal mammary gland developm...

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Autores principales: Chung, Chi-Yeh, Ma, Zhibo, Dravis, Christopher, Preissl, Sebastian, Poirion, Olivier, Luna, Gidsela, Hou, Xiaomeng, Giraddi, Rajshekhar R., Ren, Bing, Wahl, Geoffrey M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6887110/
https://www.ncbi.nlm.nih.gov/pubmed/31597106
http://dx.doi.org/10.1016/j.celrep.2019.08.089
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author Chung, Chi-Yeh
Ma, Zhibo
Dravis, Christopher
Preissl, Sebastian
Poirion, Olivier
Luna, Gidsela
Hou, Xiaomeng
Giraddi, Rajshekhar R.
Ren, Bing
Wahl, Geoffrey M.
author_facet Chung, Chi-Yeh
Ma, Zhibo
Dravis, Christopher
Preissl, Sebastian
Poirion, Olivier
Luna, Gidsela
Hou, Xiaomeng
Giraddi, Rajshekhar R.
Ren, Bing
Wahl, Geoffrey M.
author_sort Chung, Chi-Yeh
collection PubMed
description Technological improvements enable single-cell epigenetic analyses of organ development. We reasoned that high-resolution single-cell chromatin accessibility mapping would provide needed insight into the epigenetic reprogramming and transcriptional regulators involved in normal mammary gland development. Here, we provide a single-cell resource of chromatin accessibility for murine mammary development from the peak of fetal mammary stem cell (fMaSC) functional activity in late embryogenesis to the differentiation of adult basal and luminal cells. We find that the chromatin landscape within individual cells predicts both gene accessibility and transcription factor activity. The ability of single-cell chromatin profiling to separate E18 fetal mammary cells into clusters exhibiting basal-like and luminal-like chromatin features is noteworthy. Such distinctions were not evident in analyses of droplet-based single-cell transcriptomic data. We present a web application as a scientific resource for facilitating future analyses of the gene regulatory networks involved in mammary development.
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spelling pubmed-68871102019-12-03 Single-Cell Chromatin Analysis of Mammary Gland Development Reveals Cell-State Transcriptional Regulators and Lineage Relationships Chung, Chi-Yeh Ma, Zhibo Dravis, Christopher Preissl, Sebastian Poirion, Olivier Luna, Gidsela Hou, Xiaomeng Giraddi, Rajshekhar R. Ren, Bing Wahl, Geoffrey M. Cell Rep Article Technological improvements enable single-cell epigenetic analyses of organ development. We reasoned that high-resolution single-cell chromatin accessibility mapping would provide needed insight into the epigenetic reprogramming and transcriptional regulators involved in normal mammary gland development. Here, we provide a single-cell resource of chromatin accessibility for murine mammary development from the peak of fetal mammary stem cell (fMaSC) functional activity in late embryogenesis to the differentiation of adult basal and luminal cells. We find that the chromatin landscape within individual cells predicts both gene accessibility and transcription factor activity. The ability of single-cell chromatin profiling to separate E18 fetal mammary cells into clusters exhibiting basal-like and luminal-like chromatin features is noteworthy. Such distinctions were not evident in analyses of droplet-based single-cell transcriptomic data. We present a web application as a scientific resource for facilitating future analyses of the gene regulatory networks involved in mammary development. 2019-10-08 /pmc/articles/PMC6887110/ /pubmed/31597106 http://dx.doi.org/10.1016/j.celrep.2019.08.089 Text en This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Chung, Chi-Yeh
Ma, Zhibo
Dravis, Christopher
Preissl, Sebastian
Poirion, Olivier
Luna, Gidsela
Hou, Xiaomeng
Giraddi, Rajshekhar R.
Ren, Bing
Wahl, Geoffrey M.
Single-Cell Chromatin Analysis of Mammary Gland Development Reveals Cell-State Transcriptional Regulators and Lineage Relationships
title Single-Cell Chromatin Analysis of Mammary Gland Development Reveals Cell-State Transcriptional Regulators and Lineage Relationships
title_full Single-Cell Chromatin Analysis of Mammary Gland Development Reveals Cell-State Transcriptional Regulators and Lineage Relationships
title_fullStr Single-Cell Chromatin Analysis of Mammary Gland Development Reveals Cell-State Transcriptional Regulators and Lineage Relationships
title_full_unstemmed Single-Cell Chromatin Analysis of Mammary Gland Development Reveals Cell-State Transcriptional Regulators and Lineage Relationships
title_short Single-Cell Chromatin Analysis of Mammary Gland Development Reveals Cell-State Transcriptional Regulators and Lineage Relationships
title_sort single-cell chromatin analysis of mammary gland development reveals cell-state transcriptional regulators and lineage relationships
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6887110/
https://www.ncbi.nlm.nih.gov/pubmed/31597106
http://dx.doi.org/10.1016/j.celrep.2019.08.089
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