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Aging-Associated Alterations in Mammary Epithelia and Stroma Revealed by Single-Cell RNA Sequencing

Aging is closely associated with increased susceptibility to breast cancer, yet there have been limited systematic studies of aging-induced alterations in the mammary gland. Here, we leverage high-throughput single-cell RNA sequencing to generate a detailed transcriptomic atlas of young and aged mur...

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Autores principales: Li, Carman Man-Chung, Shapiro, Hana, Tsiobikas, Christina, Selfors, Laura M., Chen, Huidong, Rosenbluth, Jennifer, Moore, Kaitlin, Gupta, Kushali P., Kenneth Gray, G., Oren, Yaara, Steinbaugh, Michael J., Guerriero, Jennifer L., Pinello, Luca, Regev, Aviv, Brugge, Joan S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7898263/
https://www.ncbi.nlm.nih.gov/pubmed/33378681
http://dx.doi.org/10.1016/j.celrep.2020.108566
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author Li, Carman Man-Chung
Shapiro, Hana
Tsiobikas, Christina
Selfors, Laura M.
Chen, Huidong
Rosenbluth, Jennifer
Moore, Kaitlin
Gupta, Kushali P.
Kenneth Gray, G.
Oren, Yaara
Steinbaugh, Michael J.
Guerriero, Jennifer L.
Pinello, Luca
Regev, Aviv
Brugge, Joan S.
author_facet Li, Carman Man-Chung
Shapiro, Hana
Tsiobikas, Christina
Selfors, Laura M.
Chen, Huidong
Rosenbluth, Jennifer
Moore, Kaitlin
Gupta, Kushali P.
Kenneth Gray, G.
Oren, Yaara
Steinbaugh, Michael J.
Guerriero, Jennifer L.
Pinello, Luca
Regev, Aviv
Brugge, Joan S.
author_sort Li, Carman Man-Chung
collection PubMed
description Aging is closely associated with increased susceptibility to breast cancer, yet there have been limited systematic studies of aging-induced alterations in the mammary gland. Here, we leverage high-throughput single-cell RNA sequencing to generate a detailed transcriptomic atlas of young and aged murine mammary tissues. By analyzing epithelial, stromal, and immune cells, we identify age-dependent alterations in cell proportions and gene expression, providing evidence that suggests alveolar maturation and physiological decline. The analysis also uncovers potential pro-tumorigenic mechanisms coupled to the age-associated loss of tumor suppressor function and change in microenvironment. In addition, we identify a rare, age-dependent luminal population co-expressing hormone-sensing and secretory-alveolar lineage markers, as well as two macrophage populations expressing distinct gene signatures, underscoring the complex heterogeneity of the mammary epithelia and stroma. Collectively, this rich single-cell atlas reveals the effects of aging on mammary physiology and can serve as a useful resource for understanding aging-associated cancer risk.
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spelling pubmed-78982632021-02-22 Aging-Associated Alterations in Mammary Epithelia and Stroma Revealed by Single-Cell RNA Sequencing Li, Carman Man-Chung Shapiro, Hana Tsiobikas, Christina Selfors, Laura M. Chen, Huidong Rosenbluth, Jennifer Moore, Kaitlin Gupta, Kushali P. Kenneth Gray, G. Oren, Yaara Steinbaugh, Michael J. Guerriero, Jennifer L. Pinello, Luca Regev, Aviv Brugge, Joan S. Cell Rep Article Aging is closely associated with increased susceptibility to breast cancer, yet there have been limited systematic studies of aging-induced alterations in the mammary gland. Here, we leverage high-throughput single-cell RNA sequencing to generate a detailed transcriptomic atlas of young and aged murine mammary tissues. By analyzing epithelial, stromal, and immune cells, we identify age-dependent alterations in cell proportions and gene expression, providing evidence that suggests alveolar maturation and physiological decline. The analysis also uncovers potential pro-tumorigenic mechanisms coupled to the age-associated loss of tumor suppressor function and change in microenvironment. In addition, we identify a rare, age-dependent luminal population co-expressing hormone-sensing and secretory-alveolar lineage markers, as well as two macrophage populations expressing distinct gene signatures, underscoring the complex heterogeneity of the mammary epithelia and stroma. Collectively, this rich single-cell atlas reveals the effects of aging on mammary physiology and can serve as a useful resource for understanding aging-associated cancer risk. 2020-12-29 /pmc/articles/PMC7898263/ /pubmed/33378681 http://dx.doi.org/10.1016/j.celrep.2020.108566 Text en This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Li, Carman Man-Chung
Shapiro, Hana
Tsiobikas, Christina
Selfors, Laura M.
Chen, Huidong
Rosenbluth, Jennifer
Moore, Kaitlin
Gupta, Kushali P.
Kenneth Gray, G.
Oren, Yaara
Steinbaugh, Michael J.
Guerriero, Jennifer L.
Pinello, Luca
Regev, Aviv
Brugge, Joan S.
Aging-Associated Alterations in Mammary Epithelia and Stroma Revealed by Single-Cell RNA Sequencing
title Aging-Associated Alterations in Mammary Epithelia and Stroma Revealed by Single-Cell RNA Sequencing
title_full Aging-Associated Alterations in Mammary Epithelia and Stroma Revealed by Single-Cell RNA Sequencing
title_fullStr Aging-Associated Alterations in Mammary Epithelia and Stroma Revealed by Single-Cell RNA Sequencing
title_full_unstemmed Aging-Associated Alterations in Mammary Epithelia and Stroma Revealed by Single-Cell RNA Sequencing
title_short Aging-Associated Alterations in Mammary Epithelia and Stroma Revealed by Single-Cell RNA Sequencing
title_sort aging-associated alterations in mammary epithelia and stroma revealed by single-cell rna sequencing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7898263/
https://www.ncbi.nlm.nih.gov/pubmed/33378681
http://dx.doi.org/10.1016/j.celrep.2020.108566
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