Single-cell transcriptomics reveals involution mimicry during the specification of the basal breast cancer subtype
Basal breast cancer is associated with younger age, early relapse, and a high mortality rate. Here, we use unbiased droplet-based single-cell RNA sequencing (RNA-seq) to elucidate the cellular basis of tumor progression during the specification of the basal breast cancer subtype from the luminal pro...
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creator | Valdés-Mora, Fátima Salomon, Robert Gloss, Brian Stewart Law, Andrew Man Kit Venhuizen, Jeron Castillo, Lesley Murphy, Kendelle Joan Magenau, Astrid Papanicolaou, Michael Rodriguez de la Fuente, Laura Roden, Daniel Lee Colino-Sanguino, Yolanda Kikhtyak, Zoya Farbehi, Nona Conway, James Ronald William Sikta, Neblina Oakes, Samantha Richelle Cox, Thomas Robert O’Donoghue, Seán Ignatius Timpson, Paul Ormandy, Christopher John Gallego-Ortega, David |
description | Basal breast cancer is associated with younger age, early relapse, and a high mortality rate. Here, we use unbiased droplet-based single-cell RNA sequencing (RNA-seq) to elucidate the cellular basis of tumor progression during the specification of the basal breast cancer subtype from the luminal progenitor population in the MMTV-PyMT (mouse mammary tumor virus-polyoma middle tumor-antigen) mammary tumor model. We find that basal-like cancer cells resemble the alveolar lineage that is specified upon pregnancy and encompass the acquisition of an aberrant post-lactation developmental program of involution that triggers remodeling of the tumor microenvironment and metastatic dissemination. This involution mimicry is characterized by a highly interactive multicellular network, with involution cancer-associated fibroblasts playing a pivotal role in extracellular matrix remodeling and immunosuppression. Our results may partially explain the increased risk and poor prognosis of breast cancer associated with childbirth.
[Display omitted]
•Drop-seq reveals a strong cancer cell heterogeneity in PyMT mammary tumors•Elf5 redefines cancer cell states toward basal-like with pro-metastatic features•PyMT/Elf5 tumors show cellular and molecular characteristics of involution mimicry•Involution CAFs in PyMT/Elf5 tumors interconnect the TME and cancer cells
Using single-cell transcriptomics, Valdés-Mora et al. show that Elf5 drives alveolar lineage differentiation in PyMT tumors, resulting in cancer cell states with basal-like characteristics and a multicellular process of unresolved lactation, with concomitant acquisition of metastasis. This study may partially explain the poor prognosis of breast cancer associated with childbirth. |
doi_str_mv | 10.1016/j.celrep.2021.108945 |
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[Display omitted]
•Drop-seq reveals a strong cancer cell heterogeneity in PyMT mammary tumors•Elf5 redefines cancer cell states toward basal-like with pro-metastatic features•PyMT/Elf5 tumors show cellular and molecular characteristics of involution mimicry•Involution CAFs in PyMT/Elf5 tumors interconnect the TME and cancer cells
Using single-cell transcriptomics, Valdés-Mora et al. show that Elf5 drives alveolar lineage differentiation in PyMT tumors, resulting in cancer cell states with basal-like characteristics and a multicellular process of unresolved lactation, with concomitant acquisition of metastasis. This study may partially explain the poor prognosis of breast cancer associated with childbirth.</description><identifier>ISSN: 2211-1247</identifier><identifier>EISSN: 2211-1247</identifier><identifier>DOI: 10.1016/j.celrep.2021.108945</identifier><identifier>PMID: 33852842</identifier><language>eng</language><publisher>CAMBRIDGE: Elsevier Inc</publisher><subject>alveolar lineage ; Animals ; basal breast cancer ; Breast Neoplasms - genetics ; Breast Neoplasms - metabolism ; Breast Neoplasms - pathology ; cancer-associated fibroblast ; Cancer-Associated Fibroblasts - metabolism ; Cancer-Associated Fibroblasts - pathology ; Carcinoma, Basal Cell - genetics ; Carcinoma, Basal Cell - metabolism ; Carcinoma, Basal Cell - pathology ; Cell Biology ; Cell Lineage - genetics ; Chemokine CXCL12 - genetics ; Chemokine CXCL12 - metabolism ; Collagen Type I, alpha 1 Chain - genetics ; Collagen Type I, alpha 1 Chain - metabolism ; Elf5 ; Extracellular Matrix - metabolism ; Extracellular Matrix - pathology ; Female ; Gene Expression Regulation, Neoplastic ; High-Throughput Nucleotide Sequencing ; Humans ; involution ; Life Sciences & Biomedicine ; mammary gland epithelial hierarchy ; Mammary Glands, Animal - metabolism ; Mammary Glands, Animal - pathology ; Mammary Glands, Animal - virology ; Mammary Neoplasms, Animal - genetics ; Mammary Neoplasms, Animal - metabolism ; Mammary Neoplasms, Animal - pathology ; Mammary Tumor Virus, Mouse - growth & development ; Mammary Tumor Virus, Mouse - pathogenicity ; Matrix Metalloproteinase 3 - genetics ; Matrix Metalloproteinase 3 - metabolism ; Mice ; Neoplasm Metastasis ; Pregnancy ; pregnancy-associated breast cancer ; Science & Technology ; scRNA-seq ; Single-Cell Analysis ; Transcriptome ; Tumor Microenvironment - genetics</subject><ispartof>Cell reports (Cambridge), 2021-04, Vol.35 (2), p.108945-108945, Article 108945</ispartof><rights>2021 The Authors</rights><rights>Copyright © 2021 The Authors. Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>true</woscitedreferencessubscribed><woscitedreferencescount>31</woscitedreferencescount><woscitedreferencesoriginalsourcerecordid>wos000640127100002</woscitedreferencesoriginalsourcerecordid><citedby>FETCH-LOGICAL-c474t-10ae6515d5ca4f6bc893e29cdf3159b339985c058233145952fc835c9f9909233</citedby><cites>FETCH-LOGICAL-c474t-10ae6515d5ca4f6bc893e29cdf3159b339985c058233145952fc835c9f9909233</cites><orcidid>0000-0001-9294-1745 ; 0000-0002-2504-7919 ; 0000-0003-4504-2901 ; 0000-0001-7793-2525 ; 0000-0001-8461-236X ; 0000-0002-2347-7835 ; 0000-0002-3234-3812 ; 0000-0003-3787-277X ; 0000-0003-1838-2310 ; 0000-0003-0128-5864 ; 0000-0003-2527-5564 ; 0000-0002-5514-7080 ; 0000-0001-7490-0114 ; 0000-0002-8402-3466 ; 0000-0003-2393-5805 ; 0000-0002-3472-6067 ; 0000-0001-7695-4394 ; 0000-0001-7778-805X ; 0000-0002-7998-3171</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>315,781,785,865,2103,2115,27928,27929</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33852842$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Valdés-Mora, Fátima</creatorcontrib><creatorcontrib>Salomon, Robert</creatorcontrib><creatorcontrib>Gloss, Brian Stewart</creatorcontrib><creatorcontrib>Law, Andrew Man Kit</creatorcontrib><creatorcontrib>Venhuizen, Jeron</creatorcontrib><creatorcontrib>Castillo, Lesley</creatorcontrib><creatorcontrib>Murphy, Kendelle Joan</creatorcontrib><creatorcontrib>Magenau, Astrid</creatorcontrib><creatorcontrib>Papanicolaou, Michael</creatorcontrib><creatorcontrib>Rodriguez de la Fuente, Laura</creatorcontrib><creatorcontrib>Roden, Daniel Lee</creatorcontrib><creatorcontrib>Colino-Sanguino, Yolanda</creatorcontrib><creatorcontrib>Kikhtyak, Zoya</creatorcontrib><creatorcontrib>Farbehi, Nona</creatorcontrib><creatorcontrib>Conway, James Ronald William</creatorcontrib><creatorcontrib>Sikta, Neblina</creatorcontrib><creatorcontrib>Oakes, Samantha Richelle</creatorcontrib><creatorcontrib>Cox, Thomas Robert</creatorcontrib><creatorcontrib>O’Donoghue, Seán Ignatius</creatorcontrib><creatorcontrib>Timpson, Paul</creatorcontrib><creatorcontrib>Ormandy, Christopher John</creatorcontrib><creatorcontrib>Gallego-Ortega, David</creatorcontrib><title>Single-cell transcriptomics reveals involution mimicry during the specification of the basal breast cancer subtype</title><title>Cell reports (Cambridge)</title><addtitle>CELL REP</addtitle><addtitle>Cell Rep</addtitle><description>Basal breast cancer is associated with younger age, early relapse, and a high mortality rate. Here, we use unbiased droplet-based single-cell RNA sequencing (RNA-seq) to elucidate the cellular basis of tumor progression during the specification of the basal breast cancer subtype from the luminal progenitor population in the MMTV-PyMT (mouse mammary tumor virus-polyoma middle tumor-antigen) mammary tumor model. We find that basal-like cancer cells resemble the alveolar lineage that is specified upon pregnancy and encompass the acquisition of an aberrant post-lactation developmental program of involution that triggers remodeling of the tumor microenvironment and metastatic dissemination. This involution mimicry is characterized by a highly interactive multicellular network, with involution cancer-associated fibroblasts playing a pivotal role in extracellular matrix remodeling and immunosuppression. Our results may partially explain the increased risk and poor prognosis of breast cancer associated with childbirth.
[Display omitted]
•Drop-seq reveals a strong cancer cell heterogeneity in PyMT mammary tumors•Elf5 redefines cancer cell states toward basal-like with pro-metastatic features•PyMT/Elf5 tumors show cellular and molecular characteristics of involution mimicry•Involution CAFs in PyMT/Elf5 tumors interconnect the TME and cancer cells
Using single-cell transcriptomics, Valdés-Mora et al. show that Elf5 drives alveolar lineage differentiation in PyMT tumors, resulting in cancer cell states with basal-like characteristics and a multicellular process of unresolved lactation, with concomitant acquisition of metastasis. This study may partially explain the poor prognosis of breast cancer associated with childbirth.</description><subject>alveolar lineage</subject><subject>Animals</subject><subject>basal breast cancer</subject><subject>Breast Neoplasms - genetics</subject><subject>Breast Neoplasms - metabolism</subject><subject>Breast Neoplasms - pathology</subject><subject>cancer-associated fibroblast</subject><subject>Cancer-Associated Fibroblasts - metabolism</subject><subject>Cancer-Associated Fibroblasts - pathology</subject><subject>Carcinoma, Basal Cell - genetics</subject><subject>Carcinoma, Basal Cell - metabolism</subject><subject>Carcinoma, Basal Cell - pathology</subject><subject>Cell Biology</subject><subject>Cell Lineage - genetics</subject><subject>Chemokine CXCL12 - genetics</subject><subject>Chemokine CXCL12 - metabolism</subject><subject>Collagen Type I, alpha 1 Chain - genetics</subject><subject>Collagen Type I, alpha 1 Chain - metabolism</subject><subject>Elf5</subject><subject>Extracellular Matrix - metabolism</subject><subject>Extracellular Matrix - pathology</subject><subject>Female</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>High-Throughput Nucleotide Sequencing</subject><subject>Humans</subject><subject>involution</subject><subject>Life Sciences & Biomedicine</subject><subject>mammary gland epithelial hierarchy</subject><subject>Mammary Glands, Animal - metabolism</subject><subject>Mammary Glands, Animal - pathology</subject><subject>Mammary Glands, Animal - virology</subject><subject>Mammary Neoplasms, Animal - genetics</subject><subject>Mammary Neoplasms, Animal - metabolism</subject><subject>Mammary Neoplasms, Animal - pathology</subject><subject>Mammary Tumor Virus, Mouse - growth & development</subject><subject>Mammary Tumor Virus, Mouse - pathogenicity</subject><subject>Matrix Metalloproteinase 3 - genetics</subject><subject>Matrix Metalloproteinase 3 - metabolism</subject><subject>Mice</subject><subject>Neoplasm Metastasis</subject><subject>Pregnancy</subject><subject>pregnancy-associated breast cancer</subject><subject>Science & Technology</subject><subject>scRNA-seq</subject><subject>Single-Cell Analysis</subject><subject>Transcriptome</subject><subject>Tumor Microenvironment - 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genetics</topic><topic>Breast Neoplasms - metabolism</topic><topic>Breast Neoplasms - pathology</topic><topic>cancer-associated fibroblast</topic><topic>Cancer-Associated Fibroblasts - metabolism</topic><topic>Cancer-Associated Fibroblasts - pathology</topic><topic>Carcinoma, Basal Cell - genetics</topic><topic>Carcinoma, Basal Cell - metabolism</topic><topic>Carcinoma, Basal Cell - pathology</topic><topic>Cell Biology</topic><topic>Cell Lineage - genetics</topic><topic>Chemokine CXCL12 - genetics</topic><topic>Chemokine CXCL12 - metabolism</topic><topic>Collagen Type I, alpha 1 Chain - genetics</topic><topic>Collagen Type I, alpha 1 Chain - metabolism</topic><topic>Elf5</topic><topic>Extracellular Matrix - metabolism</topic><topic>Extracellular Matrix - pathology</topic><topic>Female</topic><topic>Gene Expression Regulation, Neoplastic</topic><topic>High-Throughput Nucleotide Sequencing</topic><topic>Humans</topic><topic>involution</topic><topic>Life Sciences & Biomedicine</topic><topic>mammary gland epithelial hierarchy</topic><topic>Mammary Glands, Animal - 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Science Citation Index Expanded - 2021</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Cell reports (Cambridge)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Valdés-Mora, Fátima</au><au>Salomon, Robert</au><au>Gloss, Brian Stewart</au><au>Law, Andrew Man Kit</au><au>Venhuizen, Jeron</au><au>Castillo, Lesley</au><au>Murphy, Kendelle Joan</au><au>Magenau, Astrid</au><au>Papanicolaou, Michael</au><au>Rodriguez de la Fuente, Laura</au><au>Roden, Daniel Lee</au><au>Colino-Sanguino, Yolanda</au><au>Kikhtyak, Zoya</au><au>Farbehi, Nona</au><au>Conway, James Ronald William</au><au>Sikta, Neblina</au><au>Oakes, Samantha Richelle</au><au>Cox, Thomas Robert</au><au>O’Donoghue, Seán Ignatius</au><au>Timpson, Paul</au><au>Ormandy, Christopher John</au><au>Gallego-Ortega, David</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Single-cell transcriptomics reveals involution mimicry during the specification of the basal breast cancer subtype</atitle><jtitle>Cell reports (Cambridge)</jtitle><stitle>CELL REP</stitle><addtitle>Cell Rep</addtitle><date>2021-04-13</date><risdate>2021</risdate><volume>35</volume><issue>2</issue><spage>108945</spage><epage>108945</epage><pages>108945-108945</pages><artnum>108945</artnum><issn>2211-1247</issn><eissn>2211-1247</eissn><abstract>Basal breast cancer is associated with younger age, early relapse, and a high mortality rate. Here, we use unbiased droplet-based single-cell RNA sequencing (RNA-seq) to elucidate the cellular basis of tumor progression during the specification of the basal breast cancer subtype from the luminal progenitor population in the MMTV-PyMT (mouse mammary tumor virus-polyoma middle tumor-antigen) mammary tumor model. We find that basal-like cancer cells resemble the alveolar lineage that is specified upon pregnancy and encompass the acquisition of an aberrant post-lactation developmental program of involution that triggers remodeling of the tumor microenvironment and metastatic dissemination. This involution mimicry is characterized by a highly interactive multicellular network, with involution cancer-associated fibroblasts playing a pivotal role in extracellular matrix remodeling and immunosuppression. Our results may partially explain the increased risk and poor prognosis of breast cancer associated with childbirth.
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•Drop-seq reveals a strong cancer cell heterogeneity in PyMT mammary tumors•Elf5 redefines cancer cell states toward basal-like with pro-metastatic features•PyMT/Elf5 tumors show cellular and molecular characteristics of involution mimicry•Involution CAFs in PyMT/Elf5 tumors interconnect the TME and cancer cells
Using single-cell transcriptomics, Valdés-Mora et al. show that Elf5 drives alveolar lineage differentiation in PyMT tumors, resulting in cancer cell states with basal-like characteristics and a multicellular process of unresolved lactation, with concomitant acquisition of metastasis. This study may partially explain the poor prognosis of breast cancer associated with childbirth.</abstract><cop>CAMBRIDGE</cop><pub>Elsevier Inc</pub><pmid>33852842</pmid><doi>10.1016/j.celrep.2021.108945</doi><tpages>25</tpages><orcidid>https://orcid.org/0000-0001-9294-1745</orcidid><orcidid>https://orcid.org/0000-0002-2504-7919</orcidid><orcidid>https://orcid.org/0000-0003-4504-2901</orcidid><orcidid>https://orcid.org/0000-0001-7793-2525</orcidid><orcidid>https://orcid.org/0000-0001-8461-236X</orcidid><orcidid>https://orcid.org/0000-0002-2347-7835</orcidid><orcidid>https://orcid.org/0000-0002-3234-3812</orcidid><orcidid>https://orcid.org/0000-0003-3787-277X</orcidid><orcidid>https://orcid.org/0000-0003-1838-2310</orcidid><orcidid>https://orcid.org/0000-0003-0128-5864</orcidid><orcidid>https://orcid.org/0000-0003-2527-5564</orcidid><orcidid>https://orcid.org/0000-0002-5514-7080</orcidid><orcidid>https://orcid.org/0000-0001-7490-0114</orcidid><orcidid>https://orcid.org/0000-0002-8402-3466</orcidid><orcidid>https://orcid.org/0000-0003-2393-5805</orcidid><orcidid>https://orcid.org/0000-0002-3472-6067</orcidid><orcidid>https://orcid.org/0000-0001-7695-4394</orcidid><orcidid>https://orcid.org/0000-0001-7778-805X</orcidid><orcidid>https://orcid.org/0000-0002-7998-3171</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2211-1247 |
ispartof | Cell reports (Cambridge), 2021-04, Vol.35 (2), p.108945-108945, Article 108945 |
issn | 2211-1247 2211-1247 |
language | eng |
recordid | cdi_webofscience_primary_000640127100002 |
source | MEDLINE; DOAJ Directory of Open Access Journals; Cell Press Free Archives; EZB-FREE-00999 freely available EZB journals; Alma/SFX Local Collection |
subjects | alveolar lineage Animals basal breast cancer Breast Neoplasms - genetics Breast Neoplasms - metabolism Breast Neoplasms - pathology cancer-associated fibroblast Cancer-Associated Fibroblasts - metabolism Cancer-Associated Fibroblasts - pathology Carcinoma, Basal Cell - genetics Carcinoma, Basal Cell - metabolism Carcinoma, Basal Cell - pathology Cell Biology Cell Lineage - genetics Chemokine CXCL12 - genetics Chemokine CXCL12 - metabolism Collagen Type I, alpha 1 Chain - genetics Collagen Type I, alpha 1 Chain - metabolism Elf5 Extracellular Matrix - metabolism Extracellular Matrix - pathology Female Gene Expression Regulation, Neoplastic High-Throughput Nucleotide Sequencing Humans involution Life Sciences & Biomedicine mammary gland epithelial hierarchy Mammary Glands, Animal - metabolism Mammary Glands, Animal - pathology Mammary Glands, Animal - virology Mammary Neoplasms, Animal - genetics Mammary Neoplasms, Animal - metabolism Mammary Neoplasms, Animal - pathology Mammary Tumor Virus, Mouse - growth & development Mammary Tumor Virus, Mouse - pathogenicity Matrix Metalloproteinase 3 - genetics Matrix Metalloproteinase 3 - metabolism Mice Neoplasm Metastasis Pregnancy pregnancy-associated breast cancer Science & Technology scRNA-seq Single-Cell Analysis Transcriptome Tumor Microenvironment - genetics |
title | Single-cell transcriptomics reveals involution mimicry during the specification of the basal breast cancer subtype |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-17T11%3A04%3A50IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_webof&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Single-cell%20transcriptomics%20reveals%20involution%20mimicry%20during%20the%20specification%20of%20the%20basal%20breast%20cancer%20subtype&rft.jtitle=Cell%20reports%20(Cambridge)&rft.au=Vald%C3%A9s-Mora,%20F%C3%A1tima&rft.date=2021-04-13&rft.volume=35&rft.issue=2&rft.spage=108945&rft.epage=108945&rft.pages=108945-108945&rft.artnum=108945&rft.issn=2211-1247&rft.eissn=2211-1247&rft_id=info:doi/10.1016/j.celrep.2021.108945&rft_dat=%3Cproquest_webof%3E2513241607%3C/proquest_webof%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2513241607&rft_id=info:pmid/33852842&rft_els_id=S221112472100259X&rft_doaj_id=oai_doaj_org_article_ea3e8ab5138c4f7d98816a22a8d74a0d&rfr_iscdi=true |