Cancer-associated fibroblast spatial heterogeneity and EMILIN1 expression in the tumor microenvironment modulate TGF-β activity and CD8 + T-cell infiltration in breast cancer
The tumor microenvironment (TME) and its multifaceted interactions with cancer cells are major targets for cancer treatment. Single-cell technologies have brought major insights into the TME, but the resulting complexity often precludes conclusions on function. We combined single-cell RNA sequencing...
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Veröffentlicht in: | Theranostics 2024, Vol.14 (5), p.1873-1885 |
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creator | Honda, Chikako Kanno Kurozumi, Sasagu Fujii, Takaaki Pourquier, Didier Khellaf, Lakhdar Boissiere, Florence Horiguchi, Jun Oyama, Tetsunari Shirabe, Ken Colinge, Jacques Yokobori, Takehiko Turtoi, Andrei |
description | The tumor microenvironment (TME) and its multifaceted interactions with cancer cells are major targets for cancer treatment. Single-cell technologies have brought major insights into the TME, but the resulting complexity often precludes conclusions on function.
We combined single-cell RNA sequencing and spatial transcriptomic data to explore the relationship between different cancer-associated fibroblast (CAF) populations and immune cell exclusion in breast tumors. The significance of the findings was then evaluated in a cohort of tumors (N=75) from breast cancer patients using immunohistochemistry analysis.
Our data show for the first time the degree of spatial organization of different CAF populations in breast cancer. We found that IL-iCAFs, Detox-iCAFs, and IFNγ-iCAFs tended to cluster together, while Wound-myCAFs, TGFβ-myCAFs, and ECM-myCAFs formed another group that overlapped with elevated TGF-β signaling. Differential gene expression analysis of areas with CD8
T-cell infiltration/exclusion within the TGF-β signaling-rich zones identified elastin microfibrillar interface protein 1 (
) as a top modulated gene.
, a TGF-β inhibitor, was upregulated in IFNγ-iCAFs directly modulating TGFβ immunosuppressive function. Histological analysis of 75 breast cancer samples confirmed that high EMILIN1 expression in the tumor margins was related to high CD8
T-cell infiltration, consistent with our spatial gene expression analysis. High EMILIN1 expression was also associated with better prognosis of patients with breast cancer, underscoring its functional significance for the recruitment of cytotoxic T cells into the tumor area.
Our data show that correlating TGF-β signaling to a CAF subpopulation is not enough because proteins with TGF-β-modulating activity originating from other CAF subpopulations can alter its activity. Therefore, therapeutic targeting should remain focused on biological processes rather than on specific CAF subtypes. |
doi_str_mv | 10.7150/thno.90627 |
format | Article |
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We combined single-cell RNA sequencing and spatial transcriptomic data to explore the relationship between different cancer-associated fibroblast (CAF) populations and immune cell exclusion in breast tumors. The significance of the findings was then evaluated in a cohort of tumors (N=75) from breast cancer patients using immunohistochemistry analysis.
Our data show for the first time the degree of spatial organization of different CAF populations in breast cancer. We found that IL-iCAFs, Detox-iCAFs, and IFNγ-iCAFs tended to cluster together, while Wound-myCAFs, TGFβ-myCAFs, and ECM-myCAFs formed another group that overlapped with elevated TGF-β signaling. Differential gene expression analysis of areas with CD8
T-cell infiltration/exclusion within the TGF-β signaling-rich zones identified elastin microfibrillar interface protein 1 (
) as a top modulated gene.
, a TGF-β inhibitor, was upregulated in IFNγ-iCAFs directly modulating TGFβ immunosuppressive function. Histological analysis of 75 breast cancer samples confirmed that high EMILIN1 expression in the tumor margins was related to high CD8
T-cell infiltration, consistent with our spatial gene expression analysis. High EMILIN1 expression was also associated with better prognosis of patients with breast cancer, underscoring its functional significance for the recruitment of cytotoxic T cells into the tumor area.
Our data show that correlating TGF-β signaling to a CAF subpopulation is not enough because proteins with TGF-β-modulating activity originating from other CAF subpopulations can alter its activity. Therefore, therapeutic targeting should remain focused on biological processes rather than on specific CAF subtypes.</description><identifier>ISSN: 1838-7640</identifier><identifier>EISSN: 1838-7640</identifier><identifier>DOI: 10.7150/thno.90627</identifier><identifier>PMID: 38505604</identifier><language>eng</language><publisher>Australia: Ivyspring International Publisher</publisher><subject>Breast Neoplasms ; Breast Neoplasms - pathology ; Cancer ; Cancer-Associated Fibroblasts ; Cancer-Associated Fibroblasts - metabolism ; CD8-Positive T-Lymphocytes ; CD8-Positive T-Lymphocytes - metabolism ; Female ; Humans ; Life Sciences ; Membrane Glycoproteins ; Membrane Glycoproteins - metabolism ; Research Paper ; Transforming Growth Factor beta ; Transforming Growth Factor beta - metabolism ; Tumor Microenvironment</subject><ispartof>Theranostics, 2024, Vol.14 (5), p.1873-1885</ispartof><rights>The author(s).</rights><rights>Attribution</rights><rights>The author(s) 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0003-2466-4824</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10945331/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10945331/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,4022,27921,27922,27923,53789,53791</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38505604$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-04780070$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Honda, Chikako Kanno</creatorcontrib><creatorcontrib>Kurozumi, Sasagu</creatorcontrib><creatorcontrib>Fujii, Takaaki</creatorcontrib><creatorcontrib>Pourquier, Didier</creatorcontrib><creatorcontrib>Khellaf, Lakhdar</creatorcontrib><creatorcontrib>Boissiere, Florence</creatorcontrib><creatorcontrib>Horiguchi, Jun</creatorcontrib><creatorcontrib>Oyama, Tetsunari</creatorcontrib><creatorcontrib>Shirabe, Ken</creatorcontrib><creatorcontrib>Colinge, Jacques</creatorcontrib><creatorcontrib>Yokobori, Takehiko</creatorcontrib><creatorcontrib>Turtoi, Andrei</creatorcontrib><title>Cancer-associated fibroblast spatial heterogeneity and EMILIN1 expression in the tumor microenvironment modulate TGF-β activity and CD8 + T-cell infiltration in breast cancer</title><title>Theranostics</title><addtitle>Theranostics</addtitle><description>The tumor microenvironment (TME) and its multifaceted interactions with cancer cells are major targets for cancer treatment. Single-cell technologies have brought major insights into the TME, but the resulting complexity often precludes conclusions on function.
We combined single-cell RNA sequencing and spatial transcriptomic data to explore the relationship between different cancer-associated fibroblast (CAF) populations and immune cell exclusion in breast tumors. The significance of the findings was then evaluated in a cohort of tumors (N=75) from breast cancer patients using immunohistochemistry analysis.
Our data show for the first time the degree of spatial organization of different CAF populations in breast cancer. We found that IL-iCAFs, Detox-iCAFs, and IFNγ-iCAFs tended to cluster together, while Wound-myCAFs, TGFβ-myCAFs, and ECM-myCAFs formed another group that overlapped with elevated TGF-β signaling. Differential gene expression analysis of areas with CD8
T-cell infiltration/exclusion within the TGF-β signaling-rich zones identified elastin microfibrillar interface protein 1 (
) as a top modulated gene.
, a TGF-β inhibitor, was upregulated in IFNγ-iCAFs directly modulating TGFβ immunosuppressive function. Histological analysis of 75 breast cancer samples confirmed that high EMILIN1 expression in the tumor margins was related to high CD8
T-cell infiltration, consistent with our spatial gene expression analysis. High EMILIN1 expression was also associated with better prognosis of patients with breast cancer, underscoring its functional significance for the recruitment of cytotoxic T cells into the tumor area.
Our data show that correlating TGF-β signaling to a CAF subpopulation is not enough because proteins with TGF-β-modulating activity originating from other CAF subpopulations can alter its activity. Therefore, therapeutic targeting should remain focused on biological processes rather than on specific CAF subtypes.</description><subject>Breast Neoplasms</subject><subject>Breast Neoplasms - pathology</subject><subject>Cancer</subject><subject>Cancer-Associated Fibroblasts</subject><subject>Cancer-Associated Fibroblasts - metabolism</subject><subject>CD8-Positive T-Lymphocytes</subject><subject>CD8-Positive T-Lymphocytes - metabolism</subject><subject>Female</subject><subject>Humans</subject><subject>Life Sciences</subject><subject>Membrane Glycoproteins</subject><subject>Membrane Glycoproteins - metabolism</subject><subject>Research Paper</subject><subject>Transforming Growth Factor beta</subject><subject>Transforming Growth Factor beta - metabolism</subject><subject>Tumor Microenvironment</subject><issn>1838-7640</issn><issn>1838-7640</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpdkstu3CAUhq2qVROl2fQBKpa9yCkYY2BVRdNcRpq2m9kjwMcxlQ1TwKPmqSr1QfpMtTNJlJYN6PDznQt_Ubwm-IwThj_m3ocziZuKPyuOiaCi5E2Nnz85HxWnKX3H86pxJYl8WRxRwTBrcH1c_FppbyGWOqVgnc7Qos6ZGMygU0Zpp7PTA-ohQww34MHlW6R9iy6-rDfrrwTBz12ElFzwyHmUe0B5GkNEo7MxgN-7GPwIPqMxtNMw89H26rL88xtpm93-gbb6LNAHtC0tDMPM6dyQ45z5ADURllrsXaGvihedHhKc3u8nxfbyYru6Ljffrtar801pK8F5KboGuK2N0Vy2DLdGGiO4JJTohmlrmrYRdYU7RmpqKJVayJYSC6ziDJikJ8WnA3Y3mRFaO3cQ9aB20Y063qqgnfr3xrte3YS9IljWjFIyE94dCP1_767PN2qJ4ZoLjDneL9q399li-DFBymp0aZmF9hCmpCrJK46Z4GKWvj9I5_GmFKF7ZBOsFkOoxRDqzhCz-M3TLh6lD99P_wL75LTW</recordid><startdate>2024</startdate><enddate>2024</enddate><creator>Honda, Chikako Kanno</creator><creator>Kurozumi, Sasagu</creator><creator>Fujii, Takaaki</creator><creator>Pourquier, Didier</creator><creator>Khellaf, Lakhdar</creator><creator>Boissiere, Florence</creator><creator>Horiguchi, Jun</creator><creator>Oyama, Tetsunari</creator><creator>Shirabe, Ken</creator><creator>Colinge, Jacques</creator><creator>Yokobori, Takehiko</creator><creator>Turtoi, Andrei</creator><general>Ivyspring International Publisher</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>1XC</scope><scope>VOOES</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-2466-4824</orcidid></search><sort><creationdate>2024</creationdate><title>Cancer-associated fibroblast spatial heterogeneity and EMILIN1 expression in the tumor microenvironment modulate TGF-β activity and CD8 + T-cell infiltration in breast cancer</title><author>Honda, Chikako Kanno ; Kurozumi, Sasagu ; Fujii, Takaaki ; Pourquier, Didier ; Khellaf, Lakhdar ; Boissiere, Florence ; Horiguchi, Jun ; Oyama, Tetsunari ; Shirabe, Ken ; Colinge, Jacques ; Yokobori, Takehiko ; Turtoi, Andrei</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2877-8f6e7c4bba79d50db9bb879131a65acb6d68420f5143b339a89d31ce5275e593</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Breast Neoplasms</topic><topic>Breast Neoplasms - pathology</topic><topic>Cancer</topic><topic>Cancer-Associated Fibroblasts</topic><topic>Cancer-Associated Fibroblasts - metabolism</topic><topic>CD8-Positive T-Lymphocytes</topic><topic>CD8-Positive T-Lymphocytes - metabolism</topic><topic>Female</topic><topic>Humans</topic><topic>Life Sciences</topic><topic>Membrane Glycoproteins</topic><topic>Membrane Glycoproteins - metabolism</topic><topic>Research Paper</topic><topic>Transforming Growth Factor beta</topic><topic>Transforming Growth Factor beta - metabolism</topic><topic>Tumor Microenvironment</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Honda, Chikako Kanno</creatorcontrib><creatorcontrib>Kurozumi, Sasagu</creatorcontrib><creatorcontrib>Fujii, Takaaki</creatorcontrib><creatorcontrib>Pourquier, Didier</creatorcontrib><creatorcontrib>Khellaf, Lakhdar</creatorcontrib><creatorcontrib>Boissiere, Florence</creatorcontrib><creatorcontrib>Horiguchi, Jun</creatorcontrib><creatorcontrib>Oyama, Tetsunari</creatorcontrib><creatorcontrib>Shirabe, Ken</creatorcontrib><creatorcontrib>Colinge, Jacques</creatorcontrib><creatorcontrib>Yokobori, Takehiko</creatorcontrib><creatorcontrib>Turtoi, Andrei</creatorcontrib><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>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Theranostics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Honda, Chikako Kanno</au><au>Kurozumi, Sasagu</au><au>Fujii, Takaaki</au><au>Pourquier, Didier</au><au>Khellaf, Lakhdar</au><au>Boissiere, Florence</au><au>Horiguchi, Jun</au><au>Oyama, Tetsunari</au><au>Shirabe, Ken</au><au>Colinge, Jacques</au><au>Yokobori, Takehiko</au><au>Turtoi, Andrei</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Cancer-associated fibroblast spatial heterogeneity and EMILIN1 expression in the tumor microenvironment modulate TGF-β activity and CD8 + T-cell infiltration in breast cancer</atitle><jtitle>Theranostics</jtitle><addtitle>Theranostics</addtitle><date>2024</date><risdate>2024</risdate><volume>14</volume><issue>5</issue><spage>1873</spage><epage>1885</epage><pages>1873-1885</pages><issn>1838-7640</issn><eissn>1838-7640</eissn><abstract>The tumor microenvironment (TME) and its multifaceted interactions with cancer cells are major targets for cancer treatment. Single-cell technologies have brought major insights into the TME, but the resulting complexity often precludes conclusions on function.
We combined single-cell RNA sequencing and spatial transcriptomic data to explore the relationship between different cancer-associated fibroblast (CAF) populations and immune cell exclusion in breast tumors. The significance of the findings was then evaluated in a cohort of tumors (N=75) from breast cancer patients using immunohistochemistry analysis.
Our data show for the first time the degree of spatial organization of different CAF populations in breast cancer. We found that IL-iCAFs, Detox-iCAFs, and IFNγ-iCAFs tended to cluster together, while Wound-myCAFs, TGFβ-myCAFs, and ECM-myCAFs formed another group that overlapped with elevated TGF-β signaling. Differential gene expression analysis of areas with CD8
T-cell infiltration/exclusion within the TGF-β signaling-rich zones identified elastin microfibrillar interface protein 1 (
) as a top modulated gene.
, a TGF-β inhibitor, was upregulated in IFNγ-iCAFs directly modulating TGFβ immunosuppressive function. Histological analysis of 75 breast cancer samples confirmed that high EMILIN1 expression in the tumor margins was related to high CD8
T-cell infiltration, consistent with our spatial gene expression analysis. High EMILIN1 expression was also associated with better prognosis of patients with breast cancer, underscoring its functional significance for the recruitment of cytotoxic T cells into the tumor area.
Our data show that correlating TGF-β signaling to a CAF subpopulation is not enough because proteins with TGF-β-modulating activity originating from other CAF subpopulations can alter its activity. Therefore, therapeutic targeting should remain focused on biological processes rather than on specific CAF subtypes.</abstract><cop>Australia</cop><pub>Ivyspring International Publisher</pub><pmid>38505604</pmid><doi>10.7150/thno.90627</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0003-2466-4824</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Breast Neoplasms Breast Neoplasms - pathology Cancer Cancer-Associated Fibroblasts Cancer-Associated Fibroblasts - metabolism CD8-Positive T-Lymphocytes CD8-Positive T-Lymphocytes - metabolism Female Humans Life Sciences Membrane Glycoproteins Membrane Glycoproteins - metabolism Research Paper Transforming Growth Factor beta Transforming Growth Factor beta - metabolism Tumor Microenvironment |
title | Cancer-associated fibroblast spatial heterogeneity and EMILIN1 expression in the tumor microenvironment modulate TGF-β activity and CD8 + T-cell infiltration in breast cancer |
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