Single-cell RNA-sequencing identifies anti-cancer immune phenotypes in the early lung metastatic niche during breast cancer
Microenvironmental changes in the early metastatic niche may be exploited to identify therapeutic targets to inhibit secondary tumor formation and improve disease outcomes. We dissected the developing lung metastatic niche in a model of metastatic, triple-negative breast cancer using single-cell RNA...
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Veröffentlicht in: | Clinical & experimental metastasis 2022-12, Vol.39 (6), p.865-881 |
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creator | Orbach, Sophia M. Brooks, Michael D. Zhang, Yining Campit, Scott E. Bushnell, Grace G. Decker, Joseph T. Rebernick, Ryan J. Chandrasekaran, Sriram Wicha, Max S. Jeruss, Jacqueline S. Shea, Lonnie D. |
description | Microenvironmental changes in the early metastatic niche may be exploited to identify therapeutic targets to inhibit secondary tumor formation and improve disease outcomes. We dissected the developing lung metastatic niche in a model of metastatic, triple-negative breast cancer using single-cell RNA-sequencing. Lungs were extracted from mice at 7-, 14-, or 21 days after tumor inoculation corresponding to the pre-metastatic, micro-metastatic, and metastatic niche, respectively. The progression of the metastatic niche was marked by an increase in neutrophil infiltration (5% of cells at day 0 to 81% of cells at day 21) and signaling pathways corresponding to the hallmarks of cancer. Importantly, the pre-metastatic and early metastatic niche were composed of immune cells with an anti-cancer phenotype not traditionally associated with metastatic disease. As expected, the metastatic niche exhibited pro-cancer phenotypes. The transition from anti-cancer to pro-cancer phenotypes was directly associated with neutrophil and monocyte behaviors at these time points. Predicted metabolic, transcription factor, and receptor-ligand signaling suggested that changes in the neutrophils likely induced the transitions in the other immune cells. Conditioned medium generated by cells extracted from the pre-metastatic niche successfully inhibited tumor cell proliferation and migration in vitro and the in vivo depletion of pre-metastatic neutrophils and monocytes worsened survival outcomes, thus validating the anti-cancer phenotype of the developing niche. Genes associated with the early anti-cancer response could act as biomarkers that could serve as targets for the treatment of early metastatic disease. Such therapies have the potential to revolutionize clinical outcomes in metastatic breast cancer. |
doi_str_mv | 10.1007/s10585-022-10185-4 |
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We dissected the developing lung metastatic niche in a model of metastatic, triple-negative breast cancer using single-cell RNA-sequencing. Lungs were extracted from mice at 7-, 14-, or 21 days after tumor inoculation corresponding to the pre-metastatic, micro-metastatic, and metastatic niche, respectively. The progression of the metastatic niche was marked by an increase in neutrophil infiltration (5% of cells at day 0 to 81% of cells at day 21) and signaling pathways corresponding to the hallmarks of cancer. Importantly, the pre-metastatic and early metastatic niche were composed of immune cells with an anti-cancer phenotype not traditionally associated with metastatic disease. As expected, the metastatic niche exhibited pro-cancer phenotypes. The transition from anti-cancer to pro-cancer phenotypes was directly associated with neutrophil and monocyte behaviors at these time points. Predicted metabolic, transcription factor, and receptor-ligand signaling suggested that changes in the neutrophils likely induced the transitions in the other immune cells. Conditioned medium generated by cells extracted from the pre-metastatic niche successfully inhibited tumor cell proliferation and migration in vitro and the in vivo depletion of pre-metastatic neutrophils and monocytes worsened survival outcomes, thus validating the anti-cancer phenotype of the developing niche. Genes associated with the early anti-cancer response could act as biomarkers that could serve as targets for the treatment of early metastatic disease. Such therapies have the potential to revolutionize clinical outcomes in metastatic breast cancer.</description><identifier>ISSN: 0262-0898</identifier><identifier>ISSN: 1573-7276</identifier><identifier>EISSN: 1573-7276</identifier><identifier>DOI: 10.1007/s10585-022-10185-4</identifier><identifier>PMID: 36002598</identifier><language>eng</language><publisher>Dordrecht: Springer Netherlands</publisher><subject>Animals ; Biomarkers ; Biomedical and Life Sciences ; Biomedicine ; Breast cancer ; Breast Neoplasms - pathology ; Cancer Research ; Cell Line, Tumor ; Cell proliferation ; Depletion ; Female ; Gene sequencing ; Hematology ; Humans ; Immune system ; Inoculation ; Leukocyte migration ; Leukocytes (neutrophilic) ; Lung - pathology ; Lung cancer ; Lung Neoplasms - pathology ; Lungs ; Metastases ; Metastasis ; Mice ; Monocytes ; Neoplasm Metastasis - pathology ; Neutrophils ; Oncology ; Phenotype ; Phenotypes ; Research Paper ; Ribonucleic acid ; RNA ; RNA - metabolism ; Signaling ; Surgical Oncology ; Target recognition ; Therapeutic targets ; Triple Negative Breast Neoplasms - genetics ; Triple Negative Breast Neoplasms - pathology ; Tumor Microenvironment ; Tumors</subject><ispartof>Clinical & experimental metastasis, 2022-12, Vol.39 (6), p.865-881</ispartof><rights>The Author(s), under exclusive licence to Springer Nature B.V. 2022. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><rights>2022. The Author(s), under exclusive licence to Springer Nature B.V.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c474t-7f8e3b5cd8853e117d998f91f3bdb58a4ab6743fd09885aa4e079979ef93f8583</citedby><cites>FETCH-LOGICAL-c474t-7f8e3b5cd8853e117d998f91f3bdb58a4ab6743fd09885aa4e079979ef93f8583</cites><orcidid>0000-0002-9296-9673</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s10585-022-10185-4$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s10585-022-10185-4$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>230,314,776,780,881,27901,27902,41464,42533,51294</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36002598$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Orbach, Sophia M.</creatorcontrib><creatorcontrib>Brooks, Michael D.</creatorcontrib><creatorcontrib>Zhang, Yining</creatorcontrib><creatorcontrib>Campit, Scott E.</creatorcontrib><creatorcontrib>Bushnell, Grace G.</creatorcontrib><creatorcontrib>Decker, Joseph T.</creatorcontrib><creatorcontrib>Rebernick, Ryan J.</creatorcontrib><creatorcontrib>Chandrasekaran, Sriram</creatorcontrib><creatorcontrib>Wicha, Max S.</creatorcontrib><creatorcontrib>Jeruss, Jacqueline S.</creatorcontrib><creatorcontrib>Shea, Lonnie D.</creatorcontrib><title>Single-cell RNA-sequencing identifies anti-cancer immune phenotypes in the early lung metastatic niche during breast cancer</title><title>Clinical & experimental metastasis</title><addtitle>Clin Exp Metastasis</addtitle><addtitle>Clin Exp Metastasis</addtitle><description>Microenvironmental changes in the early metastatic niche may be exploited to identify therapeutic targets to inhibit secondary tumor formation and improve disease outcomes. We dissected the developing lung metastatic niche in a model of metastatic, triple-negative breast cancer using single-cell RNA-sequencing. Lungs were extracted from mice at 7-, 14-, or 21 days after tumor inoculation corresponding to the pre-metastatic, micro-metastatic, and metastatic niche, respectively. The progression of the metastatic niche was marked by an increase in neutrophil infiltration (5% of cells at day 0 to 81% of cells at day 21) and signaling pathways corresponding to the hallmarks of cancer. Importantly, the pre-metastatic and early metastatic niche were composed of immune cells with an anti-cancer phenotype not traditionally associated with metastatic disease. As expected, the metastatic niche exhibited pro-cancer phenotypes. The transition from anti-cancer to pro-cancer phenotypes was directly associated with neutrophil and monocyte behaviors at these time points. Predicted metabolic, transcription factor, and receptor-ligand signaling suggested that changes in the neutrophils likely induced the transitions in the other immune cells. Conditioned medium generated by cells extracted from the pre-metastatic niche successfully inhibited tumor cell proliferation and migration in vitro and the in vivo depletion of pre-metastatic neutrophils and monocytes worsened survival outcomes, thus validating the anti-cancer phenotype of the developing niche. Genes associated with the early anti-cancer response could act as biomarkers that could serve as targets for the treatment of early metastatic disease. Such therapies have the potential to revolutionize clinical outcomes in metastatic breast cancer.</description><subject>Animals</subject><subject>Biomarkers</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Breast cancer</subject><subject>Breast Neoplasms - pathology</subject><subject>Cancer Research</subject><subject>Cell Line, Tumor</subject><subject>Cell proliferation</subject><subject>Depletion</subject><subject>Female</subject><subject>Gene sequencing</subject><subject>Hematology</subject><subject>Humans</subject><subject>Immune system</subject><subject>Inoculation</subject><subject>Leukocyte migration</subject><subject>Leukocytes (neutrophilic)</subject><subject>Lung - pathology</subject><subject>Lung cancer</subject><subject>Lung Neoplasms - pathology</subject><subject>Lungs</subject><subject>Metastases</subject><subject>Metastasis</subject><subject>Mice</subject><subject>Monocytes</subject><subject>Neoplasm Metastasis - pathology</subject><subject>Neutrophils</subject><subject>Oncology</subject><subject>Phenotype</subject><subject>Phenotypes</subject><subject>Research Paper</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>RNA - metabolism</subject><subject>Signaling</subject><subject>Surgical Oncology</subject><subject>Target recognition</subject><subject>Therapeutic targets</subject><subject>Triple Negative Breast Neoplasms - genetics</subject><subject>Triple Negative Breast Neoplasms - pathology</subject><subject>Tumor Microenvironment</subject><subject>Tumors</subject><issn>0262-0898</issn><issn>1573-7276</issn><issn>1573-7276</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNp9kctu1TAQhi0EoqeFF2CBLLFhY_Atsb1BqiooSFUrcVlbjjPpcZU4wU6Qjnh5nKYUyoKVRzPf_J6ZH6EXjL5hlKq3mdFKV4RyThhlJZKP0I5VShDFVf0Y7SivOaHa6CN0nPMNpVQqpZ-iI1FTyiujd-jnlxCveyAe-h5_vjwlGb4vEH3J4tBCnEMXIGNXAuJd9JBwGIYlAp72EMf5MJVqiHjeAwaX-gPul9I6wOzy7ObgcQy-1NolrZJNgpLHm9Iz9KRzfYbnd-8J-vbh_dezj-Ti6vzT2ekF8VLJmahOg2gq32pdCWBMtcbozrBONG1TaSddUyspupaaQjgngSpjlIHOiE5XWpygd5vutDQDtL5slVxvpxQGlw52dME-rMSwt9fjD2tqKWopi8DrO4E0luvk2Q4hrxdzEcYlW65orVgtWFXQV_-gN-OSYlmvUIJLKjlfJ-Ib5dOYc4LufhhG7eqt3by1xVt7661dp3j59xr3Lb_NLIDYgDytx4b05-__yP4CAlexxw</recordid><startdate>20221201</startdate><enddate>20221201</enddate><creator>Orbach, Sophia M.</creator><creator>Brooks, Michael D.</creator><creator>Zhang, Yining</creator><creator>Campit, Scott E.</creator><creator>Bushnell, Grace G.</creator><creator>Decker, Joseph T.</creator><creator>Rebernick, Ryan J.</creator><creator>Chandrasekaran, Sriram</creator><creator>Wicha, Max S.</creator><creator>Jeruss, Jacqueline S.</creator><creator>Shea, Lonnie D.</creator><general>Springer Netherlands</general><general>Springer Nature B.V</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>3V.</scope><scope>7TO</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>88I</scope><scope>8FE</scope><scope>8FG</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>P5Z</scope><scope>P62</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-9296-9673</orcidid></search><sort><creationdate>20221201</creationdate><title>Single-cell RNA-sequencing identifies anti-cancer immune phenotypes in the early lung metastatic niche during breast cancer</title><author>Orbach, Sophia M. ; Brooks, Michael D. ; Zhang, Yining ; Campit, Scott E. ; Bushnell, Grace G. ; Decker, Joseph T. ; Rebernick, Ryan J. ; Chandrasekaran, Sriram ; Wicha, Max S. ; Jeruss, Jacqueline S. ; Shea, Lonnie D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c474t-7f8e3b5cd8853e117d998f91f3bdb58a4ab6743fd09885aa4e079979ef93f8583</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Animals</topic><topic>Biomarkers</topic><topic>Biomedical and Life Sciences</topic><topic>Biomedicine</topic><topic>Breast cancer</topic><topic>Breast Neoplasms - pathology</topic><topic>Cancer Research</topic><topic>Cell Line, Tumor</topic><topic>Cell proliferation</topic><topic>Depletion</topic><topic>Female</topic><topic>Gene sequencing</topic><topic>Hematology</topic><topic>Humans</topic><topic>Immune system</topic><topic>Inoculation</topic><topic>Leukocyte migration</topic><topic>Leukocytes (neutrophilic)</topic><topic>Lung - pathology</topic><topic>Lung cancer</topic><topic>Lung Neoplasms - pathology</topic><topic>Lungs</topic><topic>Metastases</topic><topic>Metastasis</topic><topic>Mice</topic><topic>Monocytes</topic><topic>Neoplasm Metastasis - pathology</topic><topic>Neutrophils</topic><topic>Oncology</topic><topic>Phenotype</topic><topic>Phenotypes</topic><topic>Research Paper</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>RNA - metabolism</topic><topic>Signaling</topic><topic>Surgical Oncology</topic><topic>Target recognition</topic><topic>Therapeutic targets</topic><topic>Triple Negative Breast Neoplasms - genetics</topic><topic>Triple Negative Breast Neoplasms - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Clinical & experimental metastasis</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Orbach, Sophia M.</au><au>Brooks, Michael D.</au><au>Zhang, Yining</au><au>Campit, Scott E.</au><au>Bushnell, Grace G.</au><au>Decker, Joseph T.</au><au>Rebernick, Ryan J.</au><au>Chandrasekaran, Sriram</au><au>Wicha, Max S.</au><au>Jeruss, Jacqueline S.</au><au>Shea, Lonnie D.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Single-cell RNA-sequencing identifies anti-cancer immune phenotypes in the early lung metastatic niche during breast cancer</atitle><jtitle>Clinical & experimental metastasis</jtitle><stitle>Clin Exp Metastasis</stitle><addtitle>Clin Exp Metastasis</addtitle><date>2022-12-01</date><risdate>2022</risdate><volume>39</volume><issue>6</issue><spage>865</spage><epage>881</epage><pages>865-881</pages><issn>0262-0898</issn><issn>1573-7276</issn><eissn>1573-7276</eissn><abstract>Microenvironmental changes in the early metastatic niche may be exploited to identify therapeutic targets to inhibit secondary tumor formation and improve disease outcomes. We dissected the developing lung metastatic niche in a model of metastatic, triple-negative breast cancer using single-cell RNA-sequencing. Lungs were extracted from mice at 7-, 14-, or 21 days after tumor inoculation corresponding to the pre-metastatic, micro-metastatic, and metastatic niche, respectively. The progression of the metastatic niche was marked by an increase in neutrophil infiltration (5% of cells at day 0 to 81% of cells at day 21) and signaling pathways corresponding to the hallmarks of cancer. Importantly, the pre-metastatic and early metastatic niche were composed of immune cells with an anti-cancer phenotype not traditionally associated with metastatic disease. As expected, the metastatic niche exhibited pro-cancer phenotypes. The transition from anti-cancer to pro-cancer phenotypes was directly associated with neutrophil and monocyte behaviors at these time points. Predicted metabolic, transcription factor, and receptor-ligand signaling suggested that changes in the neutrophils likely induced the transitions in the other immune cells. Conditioned medium generated by cells extracted from the pre-metastatic niche successfully inhibited tumor cell proliferation and migration in vitro and the in vivo depletion of pre-metastatic neutrophils and monocytes worsened survival outcomes, thus validating the anti-cancer phenotype of the developing niche. Genes associated with the early anti-cancer response could act as biomarkers that could serve as targets for the treatment of early metastatic disease. Such therapies have the potential to revolutionize clinical outcomes in metastatic breast cancer.</abstract><cop>Dordrecht</cop><pub>Springer Netherlands</pub><pmid>36002598</pmid><doi>10.1007/s10585-022-10185-4</doi><tpages>17</tpages><orcidid>https://orcid.org/0000-0002-9296-9673</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Animals Biomarkers Biomedical and Life Sciences Biomedicine Breast cancer Breast Neoplasms - pathology Cancer Research Cell Line, Tumor Cell proliferation Depletion Female Gene sequencing Hematology Humans Immune system Inoculation Leukocyte migration Leukocytes (neutrophilic) Lung - pathology Lung cancer Lung Neoplasms - pathology Lungs Metastases Metastasis Mice Monocytes Neoplasm Metastasis - pathology Neutrophils Oncology Phenotype Phenotypes Research Paper Ribonucleic acid RNA RNA - metabolism Signaling Surgical Oncology Target recognition Therapeutic targets Triple Negative Breast Neoplasms - genetics Triple Negative Breast Neoplasms - pathology Tumor Microenvironment Tumors |
title | Single-cell RNA-sequencing identifies anti-cancer immune phenotypes in the early lung metastatic niche during breast cancer |
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