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Single cell transcriptome atlas of mouse mammary epithelial cells across development
BACKGROUND: Heterogeneity within the mouse mammary epithelium and potential lineage relationships have been recently explored by single-cell RNA profiling. To further understand how cellular diversity changes during mammary ontogeny, we profiled single cells from nine different developmental stages...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8243869/ https://www.ncbi.nlm.nih.gov/pubmed/34187545 http://dx.doi.org/10.1186/s13058-021-01445-4 |
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author | Pal, Bhupinder Chen, Yunshun Milevskiy, Michael J. G. Vaillant, François Prokopuk, Lexie Dawson, Caleb A. Capaldo, Bianca D. Song, Xiaoyu Jackling, Felicity Timpson, Paul Lindeman, Geoffrey J. Smyth, Gordon K. Visvader, Jane E. |
author_facet | Pal, Bhupinder Chen, Yunshun Milevskiy, Michael J. G. Vaillant, François Prokopuk, Lexie Dawson, Caleb A. Capaldo, Bianca D. Song, Xiaoyu Jackling, Felicity Timpson, Paul Lindeman, Geoffrey J. Smyth, Gordon K. Visvader, Jane E. |
author_sort | Pal, Bhupinder |
collection | PubMed |
description | BACKGROUND: Heterogeneity within the mouse mammary epithelium and potential lineage relationships have been recently explored by single-cell RNA profiling. To further understand how cellular diversity changes during mammary ontogeny, we profiled single cells from nine different developmental stages spanning late embryogenesis, early postnatal, prepuberty, adult, mid-pregnancy, late-pregnancy, and post-involution, as well as the transcriptomes of micro-dissected terminal end buds (TEBs) and subtending ducts during puberty. METHODS: The single cell transcriptomes of 132,599 mammary epithelial cells from 9 different developmental stages were determined on the 10x Genomics Chromium platform, and integrative analyses were performed to compare specific time points. RESULTS: The mammary rudiment at E18.5 closely aligned with the basal lineage, while prepubertal epithelial cells exhibited lineage segregation but to a less differentiated state than their adult counterparts. Comparison of micro-dissected TEBs versus ducts showed that luminal cells within TEBs harbored intermediate expression profiles. Ductal basal cells exhibited increased chromatin accessibility of luminal genes compared to their TEB counterparts suggesting that lineage-specific chromatin is established within the subtending ducts during puberty. An integrative analysis of five stages spanning the pregnancy cycle revealed distinct stage-specific profiles and the presence of cycling basal, mixed-lineage, and 'late' alveolar intermediates in pregnancy. Moreover, a number of intermediates were uncovered along the basal-luminal progenitor cell axis, suggesting a continuum of alveolar-restricted progenitor states. CONCLUSIONS: This extended single cell transcriptome atlas of mouse mammary epithelial cells provides the most complete coverage for mammary epithelial cells during morphogenesis to date. Together with chromatin accessibility analysis of TEB structures, it represents a valuable framework for understanding developmental decisions within the mouse mammary gland. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13058-021-01445-4. |
format | Online Article Text |
id | pubmed-8243869 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82438692021-06-30 Single cell transcriptome atlas of mouse mammary epithelial cells across development Pal, Bhupinder Chen, Yunshun Milevskiy, Michael J. G. Vaillant, François Prokopuk, Lexie Dawson, Caleb A. Capaldo, Bianca D. Song, Xiaoyu Jackling, Felicity Timpson, Paul Lindeman, Geoffrey J. Smyth, Gordon K. Visvader, Jane E. Breast Cancer Res Research Article BACKGROUND: Heterogeneity within the mouse mammary epithelium and potential lineage relationships have been recently explored by single-cell RNA profiling. To further understand how cellular diversity changes during mammary ontogeny, we profiled single cells from nine different developmental stages spanning late embryogenesis, early postnatal, prepuberty, adult, mid-pregnancy, late-pregnancy, and post-involution, as well as the transcriptomes of micro-dissected terminal end buds (TEBs) and subtending ducts during puberty. METHODS: The single cell transcriptomes of 132,599 mammary epithelial cells from 9 different developmental stages were determined on the 10x Genomics Chromium platform, and integrative analyses were performed to compare specific time points. RESULTS: The mammary rudiment at E18.5 closely aligned with the basal lineage, while prepubertal epithelial cells exhibited lineage segregation but to a less differentiated state than their adult counterparts. Comparison of micro-dissected TEBs versus ducts showed that luminal cells within TEBs harbored intermediate expression profiles. Ductal basal cells exhibited increased chromatin accessibility of luminal genes compared to their TEB counterparts suggesting that lineage-specific chromatin is established within the subtending ducts during puberty. An integrative analysis of five stages spanning the pregnancy cycle revealed distinct stage-specific profiles and the presence of cycling basal, mixed-lineage, and 'late' alveolar intermediates in pregnancy. Moreover, a number of intermediates were uncovered along the basal-luminal progenitor cell axis, suggesting a continuum of alveolar-restricted progenitor states. CONCLUSIONS: This extended single cell transcriptome atlas of mouse mammary epithelial cells provides the most complete coverage for mammary epithelial cells during morphogenesis to date. Together with chromatin accessibility analysis of TEB structures, it represents a valuable framework for understanding developmental decisions within the mouse mammary gland. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13058-021-01445-4. BioMed Central 2021-06-29 2021 /pmc/articles/PMC8243869/ /pubmed/34187545 http://dx.doi.org/10.1186/s13058-021-01445-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Pal, Bhupinder Chen, Yunshun Milevskiy, Michael J. G. Vaillant, François Prokopuk, Lexie Dawson, Caleb A. Capaldo, Bianca D. Song, Xiaoyu Jackling, Felicity Timpson, Paul Lindeman, Geoffrey J. Smyth, Gordon K. Visvader, Jane E. Single cell transcriptome atlas of mouse mammary epithelial cells across development |
title | Single cell transcriptome atlas of mouse mammary epithelial cells across development |
title_full | Single cell transcriptome atlas of mouse mammary epithelial cells across development |
title_fullStr | Single cell transcriptome atlas of mouse mammary epithelial cells across development |
title_full_unstemmed | Single cell transcriptome atlas of mouse mammary epithelial cells across development |
title_short | Single cell transcriptome atlas of mouse mammary epithelial cells across development |
title_sort | single cell transcriptome atlas of mouse mammary epithelial cells across development |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8243869/ https://www.ncbi.nlm.nih.gov/pubmed/34187545 http://dx.doi.org/10.1186/s13058-021-01445-4 |
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