Reciprocal interactions between malignant cells and macrophages enhance cancer stemness and M2 polarization in HBV-associated hepatocellular carcinoma
The tumor microenvironment of cancers has emerged as a crucial component in regulating cancer stemness and plays a pivotal role in cell-cell communication. However, the specific mechanisms underlying these phenomena remain poorly understood. We performed the single-cell RNA sequencing (scRNA-seq) on...
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Veröffentlicht in: | Theranostics 2024, Vol.14 (2), p.892-910 |
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creator | Zhang, Qingyang Tsui, Yu-Man Zhang, Vanilla Xin Lu, Anna Jingyi Lee, Joyce Man-Fong Lee, Eva Cheung, Gary Cheuk-Hang Li, Po-Man Cheung, Elaine Tin-Yan Chia, Nam-Hung Lo, Irene Lai-Oi Chan, Albert Chi-Yan Cheung, Tan-To Ng, Irene Oi-Lin Ho, Daniel Wai-Hung |
description | The tumor microenvironment of cancers has emerged as a crucial component in regulating cancer stemness and plays a pivotal role in cell-cell communication. However, the specific mechanisms underlying these phenomena remain poorly understood.
We performed the single-cell RNA sequencing (scRNA-seq) on nine HBV-associated hepatocellular carcinoma (HCC) patients. The heterogeneity of the malignant cells in pathway functions, transcription factors (TFs) regulation, overall survival, stemness, as well as ligand-receptor-based intercellular communication with macrophages were characterized. The aggressive and stemness feature for the target tumor subclone was validated by the conduction of
assays including sphere formation, proliferation, Annexin V apoptosis, flow cytometry, siRNA library screening assays, and multiple
preclinical mouse models including mouse hepatoma cell and human HCC cell xenograft models with subcutaneous or orthotopic injection.
Our analysis yielded a comprehensive atlas of 31,664 cells, revealing a diverse array of malignant cell subpopulations. Notably, we identified a stemness-related subclone of HCC cells with concurrent upregulation of CD24, CD47, and ICAM1 expression that correlated with poorer overall survival. Functional characterization both
and
validated S100A11 as one of the top downstream mediators for tumor initiation and stemness maintenance of this subclone. Further investigation of cell-cell communication within the tumor microenvironment revealed a propensity for bi-directional crosstalk between this stemness-related subclone and tumor-associated macrophages (TAMs). Co-culture study showed that this interaction resulted in the maintenance of the expression of cancer stem cell markers and driving M2-like TAM polarization towards a pro-tumorigenic niche. We also consolidated an inverse relationship between the proportions of TAMs and tumor-infiltrating T cells.
Our study highlighted the critical role of stemness-related cancer cell populations in driving an immunosuppressive tumor microenvironment and identified the S100A11 gene as a key mediator for stemness maintenance in HCC. Moreover, our study provides support that the maintenance of cancer stemness is more attributed to M2 polarization than the recruitment of the TAMs. |
doi_str_mv | 10.7150/thno.87962 |
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We performed the single-cell RNA sequencing (scRNA-seq) on nine HBV-associated hepatocellular carcinoma (HCC) patients. The heterogeneity of the malignant cells in pathway functions, transcription factors (TFs) regulation, overall survival, stemness, as well as ligand-receptor-based intercellular communication with macrophages were characterized. The aggressive and stemness feature for the target tumor subclone was validated by the conduction of
assays including sphere formation, proliferation, Annexin V apoptosis, flow cytometry, siRNA library screening assays, and multiple
preclinical mouse models including mouse hepatoma cell and human HCC cell xenograft models with subcutaneous or orthotopic injection.
Our analysis yielded a comprehensive atlas of 31,664 cells, revealing a diverse array of malignant cell subpopulations. Notably, we identified a stemness-related subclone of HCC cells with concurrent upregulation of CD24, CD47, and ICAM1 expression that correlated with poorer overall survival. Functional characterization both
and
validated S100A11 as one of the top downstream mediators for tumor initiation and stemness maintenance of this subclone. Further investigation of cell-cell communication within the tumor microenvironment revealed a propensity for bi-directional crosstalk between this stemness-related subclone and tumor-associated macrophages (TAMs). Co-culture study showed that this interaction resulted in the maintenance of the expression of cancer stem cell markers and driving M2-like TAM polarization towards a pro-tumorigenic niche. We also consolidated an inverse relationship between the proportions of TAMs and tumor-infiltrating T cells.
Our study highlighted the critical role of stemness-related cancer cell populations in driving an immunosuppressive tumor microenvironment and identified the S100A11 gene as a key mediator for stemness maintenance in HCC. Moreover, our study provides support that the maintenance of cancer stemness is more attributed to M2 polarization than the recruitment of the TAMs.</description><identifier>ISSN: 1838-7640</identifier><identifier>EISSN: 1838-7640</identifier><identifier>DOI: 10.7150/thno.87962</identifier><identifier>PMID: 38169544</identifier><language>eng</language><publisher>Australia: Ivyspring International Publisher</publisher><subject>Research Paper</subject><ispartof>Theranostics, 2024, Vol.14 (2), p.892-910</ispartof><rights>The author(s).</rights><rights>The author(s) 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c379t-566185acae3b50508ad087e65ec466535b67445fdfc6193ff9e8e8166ce35dc63</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10758064/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10758064/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,4024,27923,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38169544$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhang, Qingyang</creatorcontrib><creatorcontrib>Tsui, Yu-Man</creatorcontrib><creatorcontrib>Zhang, Vanilla Xin</creatorcontrib><creatorcontrib>Lu, Anna Jingyi</creatorcontrib><creatorcontrib>Lee, Joyce Man-Fong</creatorcontrib><creatorcontrib>Lee, Eva</creatorcontrib><creatorcontrib>Cheung, Gary Cheuk-Hang</creatorcontrib><creatorcontrib>Li, Po-Man</creatorcontrib><creatorcontrib>Cheung, Elaine Tin-Yan</creatorcontrib><creatorcontrib>Chia, Nam-Hung</creatorcontrib><creatorcontrib>Lo, Irene Lai-Oi</creatorcontrib><creatorcontrib>Chan, Albert Chi-Yan</creatorcontrib><creatorcontrib>Cheung, Tan-To</creatorcontrib><creatorcontrib>Ng, Irene Oi-Lin</creatorcontrib><creatorcontrib>Ho, Daniel Wai-Hung</creatorcontrib><title>Reciprocal interactions between malignant cells and macrophages enhance cancer stemness and M2 polarization in HBV-associated hepatocellular carcinoma</title><title>Theranostics</title><addtitle>Theranostics</addtitle><description>The tumor microenvironment of cancers has emerged as a crucial component in regulating cancer stemness and plays a pivotal role in cell-cell communication. However, the specific mechanisms underlying these phenomena remain poorly understood.
We performed the single-cell RNA sequencing (scRNA-seq) on nine HBV-associated hepatocellular carcinoma (HCC) patients. The heterogeneity of the malignant cells in pathway functions, transcription factors (TFs) regulation, overall survival, stemness, as well as ligand-receptor-based intercellular communication with macrophages were characterized. The aggressive and stemness feature for the target tumor subclone was validated by the conduction of
assays including sphere formation, proliferation, Annexin V apoptosis, flow cytometry, siRNA library screening assays, and multiple
preclinical mouse models including mouse hepatoma cell and human HCC cell xenograft models with subcutaneous or orthotopic injection.
Our analysis yielded a comprehensive atlas of 31,664 cells, revealing a diverse array of malignant cell subpopulations. Notably, we identified a stemness-related subclone of HCC cells with concurrent upregulation of CD24, CD47, and ICAM1 expression that correlated with poorer overall survival. Functional characterization both
and
validated S100A11 as one of the top downstream mediators for tumor initiation and stemness maintenance of this subclone. Further investigation of cell-cell communication within the tumor microenvironment revealed a propensity for bi-directional crosstalk between this stemness-related subclone and tumor-associated macrophages (TAMs). Co-culture study showed that this interaction resulted in the maintenance of the expression of cancer stem cell markers and driving M2-like TAM polarization towards a pro-tumorigenic niche. We also consolidated an inverse relationship between the proportions of TAMs and tumor-infiltrating T cells.
Our study highlighted the critical role of stemness-related cancer cell populations in driving an immunosuppressive tumor microenvironment and identified the S100A11 gene as a key mediator for stemness maintenance in HCC. Moreover, our study provides support that the maintenance of cancer stemness is more attributed to M2 polarization than the recruitment of the TAMs.</description><subject>Research Paper</subject><issn>1838-7640</issn><issn>1838-7640</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNpVkdFOFTEQhhsiAYLc8ACml4RksT3ddrtXRIiKCYaEoLfNnO7s2Zrddm17NPogPq9dDhLsxbSZ-fJPZ35CTjm7aLhkb_Pgw4VuWrXaI0dcC101qmavXrwPyUlK31g5NVu1vD0gh0Jz1cq6PiJ_7tG6OQYLI3U-YwSbXfCJrjH_RPR0gtFtPPhMLY5jouC7krMxzANsMFH0A3iL1C4x0pRx8ph23OcVncMI0f2GRbQ0oDdXXytIKVgHGTs64Aw5LMrbwhWRaJ0PE7wm-z2MCU-e7mPy5cP7h-ub6vbu46frd7eVFU2bK6kU1xIsoFhLJpmGjukGlURbKyWFXKumrmXf9VbxVvR9ixrL7MqikJ1V4phc7nTn7XrCzqLPEUYzRzdB_GUCOPN_xbvBbMIPw1kjNVN1UTh7Uojh-xZTNpNLy0DgMWyTKRtnvC1xVdDzHVq2l1LE_rkPZ2Yx0yxmmkczC_zm5c-e0X_Wib9XBp-I</recordid><startdate>2024</startdate><enddate>2024</enddate><creator>Zhang, Qingyang</creator><creator>Tsui, Yu-Man</creator><creator>Zhang, Vanilla Xin</creator><creator>Lu, Anna Jingyi</creator><creator>Lee, Joyce Man-Fong</creator><creator>Lee, Eva</creator><creator>Cheung, Gary Cheuk-Hang</creator><creator>Li, Po-Man</creator><creator>Cheung, Elaine Tin-Yan</creator><creator>Chia, Nam-Hung</creator><creator>Lo, Irene Lai-Oi</creator><creator>Chan, Albert Chi-Yan</creator><creator>Cheung, Tan-To</creator><creator>Ng, Irene Oi-Lin</creator><creator>Ho, Daniel Wai-Hung</creator><general>Ivyspring International Publisher</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>2024</creationdate><title>Reciprocal interactions between malignant cells and macrophages enhance cancer stemness and M2 polarization in HBV-associated hepatocellular carcinoma</title><author>Zhang, Qingyang ; Tsui, Yu-Man ; Zhang, Vanilla Xin ; Lu, Anna Jingyi ; Lee, Joyce Man-Fong ; Lee, Eva ; Cheung, Gary Cheuk-Hang ; Li, Po-Man ; Cheung, Elaine Tin-Yan ; Chia, Nam-Hung ; Lo, Irene Lai-Oi ; Chan, Albert Chi-Yan ; Cheung, Tan-To ; Ng, Irene Oi-Lin ; Ho, Daniel Wai-Hung</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c379t-566185acae3b50508ad087e65ec466535b67445fdfc6193ff9e8e8166ce35dc63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Research Paper</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Qingyang</creatorcontrib><creatorcontrib>Tsui, Yu-Man</creatorcontrib><creatorcontrib>Zhang, Vanilla Xin</creatorcontrib><creatorcontrib>Lu, Anna Jingyi</creatorcontrib><creatorcontrib>Lee, Joyce Man-Fong</creatorcontrib><creatorcontrib>Lee, Eva</creatorcontrib><creatorcontrib>Cheung, Gary Cheuk-Hang</creatorcontrib><creatorcontrib>Li, Po-Man</creatorcontrib><creatorcontrib>Cheung, Elaine Tin-Yan</creatorcontrib><creatorcontrib>Chia, Nam-Hung</creatorcontrib><creatorcontrib>Lo, Irene Lai-Oi</creatorcontrib><creatorcontrib>Chan, Albert Chi-Yan</creatorcontrib><creatorcontrib>Cheung, Tan-To</creatorcontrib><creatorcontrib>Ng, Irene Oi-Lin</creatorcontrib><creatorcontrib>Ho, Daniel Wai-Hung</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Theranostics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhang, Qingyang</au><au>Tsui, Yu-Man</au><au>Zhang, Vanilla Xin</au><au>Lu, Anna Jingyi</au><au>Lee, Joyce Man-Fong</au><au>Lee, Eva</au><au>Cheung, Gary Cheuk-Hang</au><au>Li, Po-Man</au><au>Cheung, Elaine Tin-Yan</au><au>Chia, Nam-Hung</au><au>Lo, Irene Lai-Oi</au><au>Chan, Albert Chi-Yan</au><au>Cheung, Tan-To</au><au>Ng, Irene Oi-Lin</au><au>Ho, Daniel Wai-Hung</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Reciprocal interactions between malignant cells and macrophages enhance cancer stemness and M2 polarization in HBV-associated hepatocellular carcinoma</atitle><jtitle>Theranostics</jtitle><addtitle>Theranostics</addtitle><date>2024</date><risdate>2024</risdate><volume>14</volume><issue>2</issue><spage>892</spage><epage>910</epage><pages>892-910</pages><issn>1838-7640</issn><eissn>1838-7640</eissn><abstract>The tumor microenvironment of cancers has emerged as a crucial component in regulating cancer stemness and plays a pivotal role in cell-cell communication. However, the specific mechanisms underlying these phenomena remain poorly understood.
We performed the single-cell RNA sequencing (scRNA-seq) on nine HBV-associated hepatocellular carcinoma (HCC) patients. The heterogeneity of the malignant cells in pathway functions, transcription factors (TFs) regulation, overall survival, stemness, as well as ligand-receptor-based intercellular communication with macrophages were characterized. The aggressive and stemness feature for the target tumor subclone was validated by the conduction of
assays including sphere formation, proliferation, Annexin V apoptosis, flow cytometry, siRNA library screening assays, and multiple
preclinical mouse models including mouse hepatoma cell and human HCC cell xenograft models with subcutaneous or orthotopic injection.
Our analysis yielded a comprehensive atlas of 31,664 cells, revealing a diverse array of malignant cell subpopulations. Notably, we identified a stemness-related subclone of HCC cells with concurrent upregulation of CD24, CD47, and ICAM1 expression that correlated with poorer overall survival. Functional characterization both
and
validated S100A11 as one of the top downstream mediators for tumor initiation and stemness maintenance of this subclone. Further investigation of cell-cell communication within the tumor microenvironment revealed a propensity for bi-directional crosstalk between this stemness-related subclone and tumor-associated macrophages (TAMs). Co-culture study showed that this interaction resulted in the maintenance of the expression of cancer stem cell markers and driving M2-like TAM polarization towards a pro-tumorigenic niche. We also consolidated an inverse relationship between the proportions of TAMs and tumor-infiltrating T cells.
Our study highlighted the critical role of stemness-related cancer cell populations in driving an immunosuppressive tumor microenvironment and identified the S100A11 gene as a key mediator for stemness maintenance in HCC. Moreover, our study provides support that the maintenance of cancer stemness is more attributed to M2 polarization than the recruitment of the TAMs.</abstract><cop>Australia</cop><pub>Ivyspring International Publisher</pub><pmid>38169544</pmid><doi>10.7150/thno.87962</doi><tpages>19</tpages><oa>free_for_read</oa></addata></record> |
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title | Reciprocal interactions between malignant cells and macrophages enhance cancer stemness and M2 polarization in HBV-associated hepatocellular carcinoma |
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