Heterogeneity in the immune microenvironment of bone metastasis in driver‐positive non‐small cell lung cancer
Mutations in epidermal growth factor receptor and anaplastic lymphoma kinase are common driver events in non‐small cell lung cancer (NSCLC), which are associated with a high frequency of bone metastases (BMs). While the bone marrow represents a specialized immune microenvironment, the immune reperto...
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Veröffentlicht in: | Molecular carcinogenesis 2023-07, Vol.62 (7), p.1001-1008 |
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creator | Yang, Xiao‐Rong Pi, Can Zhang, Yi‐Chen Chen, Zhi‐Hong Zhang, Xu‐Chao Zhu, Dong‐Qin Yang, Ling‐Ling Yin, Jiani C. Deng, Jia‐Yi Yang, Ming‐Yi Luo, Wei‐Chi Wu, Yi‐Long Zhou, Qing |
description | Mutations in epidermal growth factor receptor and anaplastic lymphoma kinase are common driver events in non‐small cell lung cancer (NSCLC), which are associated with a high frequency of bone metastases (BMs). While the bone marrow represents a specialized immune microenvironment, the immune repertoire of BMs remains unknown. Considering the higher incidence of BMs in driver gene‐positive NSCLCs, and the unique biology of the bone, herein, we assessed the infiltrating immune cells and T cell receptor (TCR) profile of BMs in driver‐positive NSCLCs. Immune profile of BMs in driver gene‐positive NSCLC were assessed in 10 patients, where 6 had driver gene‐positive mutation. TCR and bulk RNA sequencing were performed on malignant bone samples. The diversity and clonality of the TCR repertoire were analyzed. The cellular components were inferred from bulk gene expression profiles computationally by CIBERSORT. Although BMs were generally regarded as immune‐cold tumors, immune cell composition analyses showed co‐existence of cytotoxic and suppressor immune cells in driver‐positive BM samples, as compared to primary lung. Analysis of the TCR repertoire indicated a trend of higher diversity and similar clonality in the driver‐positive compared with the driver‐negative subsets. In addition, we identified two cases that showed the opposite response to immune checkpoint blockade. A comparison of these two patients' BM samples showed more highly amplified clones, fewer M2 macrophages and more activated natural killer cells in the responder. In summary, BMs in NSCLC are heterogeneous in their immune microenvironment, which might be related to differential clinical outcomes to immune checkpoint blockade. |
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While the bone marrow represents a specialized immune microenvironment, the immune repertoire of BMs remains unknown. Considering the higher incidence of BMs in driver gene‐positive NSCLCs, and the unique biology of the bone, herein, we assessed the infiltrating immune cells and T cell receptor (TCR) profile of BMs in driver‐positive NSCLCs. Immune profile of BMs in driver gene‐positive NSCLC were assessed in 10 patients, where 6 had driver gene‐positive mutation. TCR and bulk RNA sequencing were performed on malignant bone samples. The diversity and clonality of the TCR repertoire were analyzed. The cellular components were inferred from bulk gene expression profiles computationally by CIBERSORT. Although BMs were generally regarded as immune‐cold tumors, immune cell composition analyses showed co‐existence of cytotoxic and suppressor immune cells in driver‐positive BM samples, as compared to primary lung. Analysis of the TCR repertoire indicated a trend of higher diversity and similar clonality in the driver‐positive compared with the driver‐negative subsets. In addition, we identified two cases that showed the opposite response to immune checkpoint blockade. A comparison of these two patients' BM samples showed more highly amplified clones, fewer M2 macrophages and more activated natural killer cells in the responder. In summary, BMs in NSCLC are heterogeneous in their immune microenvironment, which might be related to differential clinical outcomes to immune checkpoint blockade.</description><identifier>ISSN: 0899-1987</identifier><identifier>EISSN: 1098-2744</identifier><identifier>DOI: 10.1002/mc.23541</identifier><identifier>PMID: 37067398</identifier><language>eng</language><publisher>United States: Wiley Subscription Services, Inc</publisher><subject>Bone marrow ; bone metastasis ; Clinical outcomes ; Cytotoxicity ; driver gene ; Epidermal growth factor ; Gene expression ; Immune checkpoint inhibitors ; Kinases ; Lung cancer ; Lymphocytes T ; Macrophages ; Metastases ; Microenvironments ; Mutation ; Natural killer cells ; Non-small cell lung carcinoma ; NSCLC ; Protein-tyrosine kinase ; Small cell lung carcinoma ; T cell receptors ; TCR repertoire ; tumor immune microenvironment</subject><ispartof>Molecular carcinogenesis, 2023-07, Vol.62 (7), p.1001-1008</ispartof><rights>2023 Wiley Periodicals LLC.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c3101-9c8066f16a8b406241ffe6fe5beda9ec6e1a2d98da36ed623713be11ca6ca3f43</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fmc.23541$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fmc.23541$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,27924,27925,45574,45575</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37067398$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yang, Xiao‐Rong</creatorcontrib><creatorcontrib>Pi, Can</creatorcontrib><creatorcontrib>Zhang, Yi‐Chen</creatorcontrib><creatorcontrib>Chen, Zhi‐Hong</creatorcontrib><creatorcontrib>Zhang, Xu‐Chao</creatorcontrib><creatorcontrib>Zhu, Dong‐Qin</creatorcontrib><creatorcontrib>Yang, Ling‐Ling</creatorcontrib><creatorcontrib>Yin, Jiani C.</creatorcontrib><creatorcontrib>Deng, Jia‐Yi</creatorcontrib><creatorcontrib>Yang, Ming‐Yi</creatorcontrib><creatorcontrib>Luo, Wei‐Chi</creatorcontrib><creatorcontrib>Wu, Yi‐Long</creatorcontrib><creatorcontrib>Zhou, Qing</creatorcontrib><title>Heterogeneity in the immune microenvironment of bone metastasis in driver‐positive non‐small cell lung cancer</title><title>Molecular carcinogenesis</title><addtitle>Mol Carcinog</addtitle><description>Mutations in epidermal growth factor receptor and anaplastic lymphoma kinase are common driver events in non‐small cell lung cancer (NSCLC), which are associated with a high frequency of bone metastases (BMs). While the bone marrow represents a specialized immune microenvironment, the immune repertoire of BMs remains unknown. Considering the higher incidence of BMs in driver gene‐positive NSCLCs, and the unique biology of the bone, herein, we assessed the infiltrating immune cells and T cell receptor (TCR) profile of BMs in driver‐positive NSCLCs. Immune profile of BMs in driver gene‐positive NSCLC were assessed in 10 patients, where 6 had driver gene‐positive mutation. TCR and bulk RNA sequencing were performed on malignant bone samples. The diversity and clonality of the TCR repertoire were analyzed. The cellular components were inferred from bulk gene expression profiles computationally by CIBERSORT. Although BMs were generally regarded as immune‐cold tumors, immune cell composition analyses showed co‐existence of cytotoxic and suppressor immune cells in driver‐positive BM samples, as compared to primary lung. Analysis of the TCR repertoire indicated a trend of higher diversity and similar clonality in the driver‐positive compared with the driver‐negative subsets. In addition, we identified two cases that showed the opposite response to immune checkpoint blockade. A comparison of these two patients' BM samples showed more highly amplified clones, fewer M2 macrophages and more activated natural killer cells in the responder. In summary, BMs in NSCLC are heterogeneous in their immune microenvironment, which might be related to differential clinical outcomes to immune checkpoint blockade.</description><subject>Bone marrow</subject><subject>bone metastasis</subject><subject>Clinical outcomes</subject><subject>Cytotoxicity</subject><subject>driver gene</subject><subject>Epidermal growth factor</subject><subject>Gene expression</subject><subject>Immune checkpoint inhibitors</subject><subject>Kinases</subject><subject>Lung cancer</subject><subject>Lymphocytes T</subject><subject>Macrophages</subject><subject>Metastases</subject><subject>Microenvironments</subject><subject>Mutation</subject><subject>Natural killer cells</subject><subject>Non-small cell lung carcinoma</subject><subject>NSCLC</subject><subject>Protein-tyrosine kinase</subject><subject>Small cell lung carcinoma</subject><subject>T cell receptors</subject><subject>TCR repertoire</subject><subject>tumor immune microenvironment</subject><issn>0899-1987</issn><issn>1098-2744</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp1kc1KxDAQgIMouv6ATyABL16q-du0PcqirrDiRc8lTadrpEnWpFX25iP4jD6JWdcfEIQwSZhvPoYZhA4pOaWEsDOrTxkfC7qBRpSURcZyITbRiBRlmdGyyHfQboyPhFCaj8k22uE5kTkvixF6mkIPwc_BgemX2DjcPwA21g4OsDU6eHDPJnhnwfXYt7j2qwT0KqZj4qqiCeYZwvvr28JH06c3dt6lb7Sq67CGFLrBzbFWTkPYR1ut6iIcfN176P7y4m4yzWa3V9eT81mmOSU0K3VBpGypVEUtiGSCti3IFsY1NKoELYEq1pRFo7iERjKeU14DpVpJrXgr-B46WXsXwT8NEPvKmrhqRjnwQ6xYQZhggjOS0OM_6KMfgkvdJYqNeS5kLn-FaSgxBmirRTBWhWVFSbVaQ2V19bmGhB59CYfaQvMDfs89AdkaeDEdLP8VVTeTtfADFBaUBw</recordid><startdate>202307</startdate><enddate>202307</enddate><creator>Yang, Xiao‐Rong</creator><creator>Pi, Can</creator><creator>Zhang, Yi‐Chen</creator><creator>Chen, Zhi‐Hong</creator><creator>Zhang, Xu‐Chao</creator><creator>Zhu, Dong‐Qin</creator><creator>Yang, Ling‐Ling</creator><creator>Yin, Jiani C.</creator><creator>Deng, Jia‐Yi</creator><creator>Yang, Ming‐Yi</creator><creator>Luo, Wei‐Chi</creator><creator>Wu, Yi‐Long</creator><creator>Zhou, Qing</creator><general>Wiley Subscription Services, Inc</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TM</scope><scope>7TO</scope><scope>8FD</scope><scope>FR3</scope><scope>H94</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope></search><sort><creationdate>202307</creationdate><title>Heterogeneity in the immune microenvironment of bone metastasis in driver‐positive non‐small cell lung cancer</title><author>Yang, Xiao‐Rong ; Pi, Can ; Zhang, Yi‐Chen ; Chen, Zhi‐Hong ; Zhang, Xu‐Chao ; Zhu, Dong‐Qin ; Yang, Ling‐Ling ; Yin, Jiani C. ; Deng, Jia‐Yi ; Yang, Ming‐Yi ; Luo, Wei‐Chi ; Wu, Yi‐Long ; Zhou, Qing</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3101-9c8066f16a8b406241ffe6fe5beda9ec6e1a2d98da36ed623713be11ca6ca3f43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Bone marrow</topic><topic>bone metastasis</topic><topic>Clinical outcomes</topic><topic>Cytotoxicity</topic><topic>driver gene</topic><topic>Epidermal growth factor</topic><topic>Gene expression</topic><topic>Immune checkpoint inhibitors</topic><topic>Kinases</topic><topic>Lung cancer</topic><topic>Lymphocytes T</topic><topic>Macrophages</topic><topic>Metastases</topic><topic>Microenvironments</topic><topic>Mutation</topic><topic>Natural killer cells</topic><topic>Non-small cell lung carcinoma</topic><topic>NSCLC</topic><topic>Protein-tyrosine kinase</topic><topic>Small cell lung carcinoma</topic><topic>T cell receptors</topic><topic>TCR repertoire</topic><topic>tumor immune microenvironment</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yang, Xiao‐Rong</creatorcontrib><creatorcontrib>Pi, Can</creatorcontrib><creatorcontrib>Zhang, Yi‐Chen</creatorcontrib><creatorcontrib>Chen, Zhi‐Hong</creatorcontrib><creatorcontrib>Zhang, Xu‐Chao</creatorcontrib><creatorcontrib>Zhu, Dong‐Qin</creatorcontrib><creatorcontrib>Yang, Ling‐Ling</creatorcontrib><creatorcontrib>Yin, Jiani C.</creatorcontrib><creatorcontrib>Deng, Jia‐Yi</creatorcontrib><creatorcontrib>Yang, Ming‐Yi</creatorcontrib><creatorcontrib>Luo, Wei‐Chi</creatorcontrib><creatorcontrib>Wu, Yi‐Long</creatorcontrib><creatorcontrib>Zhou, Qing</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Nucleic Acids Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Molecular carcinogenesis</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yang, Xiao‐Rong</au><au>Pi, Can</au><au>Zhang, Yi‐Chen</au><au>Chen, Zhi‐Hong</au><au>Zhang, Xu‐Chao</au><au>Zhu, Dong‐Qin</au><au>Yang, Ling‐Ling</au><au>Yin, Jiani C.</au><au>Deng, Jia‐Yi</au><au>Yang, Ming‐Yi</au><au>Luo, Wei‐Chi</au><au>Wu, Yi‐Long</au><au>Zhou, Qing</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Heterogeneity in the immune microenvironment of bone metastasis in driver‐positive non‐small cell lung cancer</atitle><jtitle>Molecular carcinogenesis</jtitle><addtitle>Mol Carcinog</addtitle><date>2023-07</date><risdate>2023</risdate><volume>62</volume><issue>7</issue><spage>1001</spage><epage>1008</epage><pages>1001-1008</pages><issn>0899-1987</issn><eissn>1098-2744</eissn><abstract>Mutations in epidermal growth factor receptor and anaplastic lymphoma kinase are common driver events in non‐small cell lung cancer (NSCLC), which are associated with a high frequency of bone metastases (BMs). While the bone marrow represents a specialized immune microenvironment, the immune repertoire of BMs remains unknown. Considering the higher incidence of BMs in driver gene‐positive NSCLCs, and the unique biology of the bone, herein, we assessed the infiltrating immune cells and T cell receptor (TCR) profile of BMs in driver‐positive NSCLCs. Immune profile of BMs in driver gene‐positive NSCLC were assessed in 10 patients, where 6 had driver gene‐positive mutation. TCR and bulk RNA sequencing were performed on malignant bone samples. The diversity and clonality of the TCR repertoire were analyzed. The cellular components were inferred from bulk gene expression profiles computationally by CIBERSORT. Although BMs were generally regarded as immune‐cold tumors, immune cell composition analyses showed co‐existence of cytotoxic and suppressor immune cells in driver‐positive BM samples, as compared to primary lung. Analysis of the TCR repertoire indicated a trend of higher diversity and similar clonality in the driver‐positive compared with the driver‐negative subsets. In addition, we identified two cases that showed the opposite response to immune checkpoint blockade. A comparison of these two patients' BM samples showed more highly amplified clones, fewer M2 macrophages and more activated natural killer cells in the responder. In summary, BMs in NSCLC are heterogeneous in their immune microenvironment, which might be related to differential clinical outcomes to immune checkpoint blockade.</abstract><cop>United States</cop><pub>Wiley Subscription Services, Inc</pub><pmid>37067398</pmid><doi>10.1002/mc.23541</doi><tpages>8</tpages></addata></record> |
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subjects | Bone marrow bone metastasis Clinical outcomes Cytotoxicity driver gene Epidermal growth factor Gene expression Immune checkpoint inhibitors Kinases Lung cancer Lymphocytes T Macrophages Metastases Microenvironments Mutation Natural killer cells Non-small cell lung carcinoma NSCLC Protein-tyrosine kinase Small cell lung carcinoma T cell receptors TCR repertoire tumor immune microenvironment |
title | Heterogeneity in the immune microenvironment of bone metastasis in driver‐positive non‐small cell lung cancer |
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