Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
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
_version_ 1783715817279455232
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
work_keys_str_mv AT palbhupinder singlecelltranscriptomeatlasofmousemammaryepithelialcellsacrossdevelopment
AT chenyunshun singlecelltranscriptomeatlasofmousemammaryepithelialcellsacrossdevelopment
AT milevskiymichaeljg singlecelltranscriptomeatlasofmousemammaryepithelialcellsacrossdevelopment
AT vaillantfrancois singlecelltranscriptomeatlasofmousemammaryepithelialcellsacrossdevelopment
AT prokopuklexie singlecelltranscriptomeatlasofmousemammaryepithelialcellsacrossdevelopment
AT dawsoncaleba singlecelltranscriptomeatlasofmousemammaryepithelialcellsacrossdevelopment
AT capaldobiancad singlecelltranscriptomeatlasofmousemammaryepithelialcellsacrossdevelopment
AT songxiaoyu singlecelltranscriptomeatlasofmousemammaryepithelialcellsacrossdevelopment
AT jacklingfelicity singlecelltranscriptomeatlasofmousemammaryepithelialcellsacrossdevelopment
AT timpsonpaul singlecelltranscriptomeatlasofmousemammaryepithelialcellsacrossdevelopment
AT lindemangeoffreyj singlecelltranscriptomeatlasofmousemammaryepithelialcellsacrossdevelopment
AT smythgordonk singlecelltranscriptomeatlasofmousemammaryepithelialcellsacrossdevelopment
AT visvaderjanee singlecelltranscriptomeatlasofmousemammaryepithelialcellsacrossdevelopment