Characterization of the immune cell function landscape in head and neck squamous carcinoma to assist in prognosis prediction and immunotherapy

BACKGROUNDThe malignant characteristics of cancer depend not only on intrinsic properties of cancer cells but also on the functions of infiltrating immune cells. In this study, we aimed to investigate the functional landscape of immune cells in head and neck squamous cell carcinoma (HNSCC).METHODSWe...

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Veröffentlicht in:Aging (Albany, NY.) NY.), 2023-11, Vol.15 (21), p.12588-12617
Hauptverfasser: Wang, Wenlun, Zhang, Zhouyi, Li, Wenming, Wei, Dongmin, Xu, Jianing, Qian, Ye, Cao, Shengda, Lei, Dapeng
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container_end_page 12617
container_issue 21
container_start_page 12588
container_title Aging (Albany, NY.)
container_volume 15
creator Wang, Wenlun
Zhang, Zhouyi
Li, Wenming
Wei, Dongmin
Xu, Jianing
Qian, Ye
Cao, Shengda
Lei, Dapeng
description BACKGROUNDThe malignant characteristics of cancer depend not only on intrinsic properties of cancer cells but also on the functions of infiltrating immune cells. In this study, we aimed to investigate the functional landscape of immune cells in head and neck squamous cell carcinoma (HNSCC).METHODSWe employed single-sample gene set enrichment analysis to examine the immunophenotypes of HNSCC based on 29 immune cell functions (ICFs) in TCGA and GSE65858 datasets. We analyzed the clinical features, immune microenvironment, molecular profiles, and biological processes. Additionally, we developed and validated an ICF-based risk score for personalized prognosis prediction. We confirmed the value of the ICF score in our cohort using qRT-PCR and immunohistochemistry. Molecular docking was used to predict potential compounds for immunotherapy.RESULTSThree immunophenotypes (Immune-L, Immune-M, and Immune-H) were identified in 769 HNSCC samples. The characteristics of Immune-H were consistent with a "Hot" tumor, Immune-L was similar to a "Cold" tumor, and Immune-M exhibited intermediate features. The ICF risk score was associated with immune checkpoints, infiltrating immune cells, tumor mutation burden, and sensitivities to targeted/chemotherapeutic agents. Gene set variation analysis implicated the involvement of metabolic reprogramming pathways in the high-risk group. The combination of "Tumor Immune Dysfunction and Exclusion" and "Immunophenoscore" algorithms indicated that the low-risk group had a higher likelihood of benefiting from immunotherapy. Finally, we identified Eltrombopag and other compounds that may be beneficial for HNSCC immunotherapy.CONCLUSIONOur study provides a novel perspective on the tumor microenvironment of HNSCC, aiding in the understanding of HNSCC heterogeneity and the development of personalized/precision medicine.
doi_str_mv 10.18632/aging.205201
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In this study, we aimed to investigate the functional landscape of immune cells in head and neck squamous cell carcinoma (HNSCC).METHODSWe employed single-sample gene set enrichment analysis to examine the immunophenotypes of HNSCC based on 29 immune cell functions (ICFs) in TCGA and GSE65858 datasets. We analyzed the clinical features, immune microenvironment, molecular profiles, and biological processes. Additionally, we developed and validated an ICF-based risk score for personalized prognosis prediction. We confirmed the value of the ICF score in our cohort using qRT-PCR and immunohistochemistry. Molecular docking was used to predict potential compounds for immunotherapy.RESULTSThree immunophenotypes (Immune-L, Immune-M, and Immune-H) were identified in 769 HNSCC samples. The characteristics of Immune-H were consistent with a "Hot" tumor, Immune-L was similar to a "Cold" tumor, and Immune-M exhibited intermediate features. The ICF risk score was associated with immune checkpoints, infiltrating immune cells, tumor mutation burden, and sensitivities to targeted/chemotherapeutic agents. Gene set variation analysis implicated the involvement of metabolic reprogramming pathways in the high-risk group. The combination of "Tumor Immune Dysfunction and Exclusion" and "Immunophenoscore" algorithms indicated that the low-risk group had a higher likelihood of benefiting from immunotherapy. Finally, we identified Eltrombopag and other compounds that may be beneficial for HNSCC immunotherapy.CONCLUSIONOur study provides a novel perspective on the tumor microenvironment of HNSCC, aiding in the understanding of HNSCC heterogeneity and the development of personalized/precision medicine.</description><identifier>ISSN: 1945-4589</identifier><identifier>EISSN: 1945-4589</identifier><identifier>DOI: 10.18632/aging.205201</identifier><identifier>PMID: 37955651</identifier><language>eng</language><publisher>Impact Journals</publisher><subject>Research Paper</subject><ispartof>Aging (Albany, NY.), 2023-11, Vol.15 (21), p.12588-12617</ispartof><rights>Copyright: © 2023 Wang et al.</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c365t-31a1c0d8a84f63a7d090675d577cc0ea84d81281f2863b6f212be15decec54db3</citedby><cites>FETCH-LOGICAL-c365t-31a1c0d8a84f63a7d090675d577cc0ea84d81281f2863b6f212be15decec54db3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10683602/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10683602/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids></links><search><creatorcontrib>Wang, Wenlun</creatorcontrib><creatorcontrib>Zhang, Zhouyi</creatorcontrib><creatorcontrib>Li, Wenming</creatorcontrib><creatorcontrib>Wei, Dongmin</creatorcontrib><creatorcontrib>Xu, Jianing</creatorcontrib><creatorcontrib>Qian, Ye</creatorcontrib><creatorcontrib>Cao, Shengda</creatorcontrib><creatorcontrib>Lei, Dapeng</creatorcontrib><title>Characterization of the immune cell function landscape in head and neck squamous carcinoma to assist in prognosis prediction and immunotherapy</title><title>Aging (Albany, NY.)</title><description>BACKGROUNDThe malignant characteristics of cancer depend not only on intrinsic properties of cancer cells but also on the functions of infiltrating immune cells. In this study, we aimed to investigate the functional landscape of immune cells in head and neck squamous cell carcinoma (HNSCC).METHODSWe employed single-sample gene set enrichment analysis to examine the immunophenotypes of HNSCC based on 29 immune cell functions (ICFs) in TCGA and GSE65858 datasets. We analyzed the clinical features, immune microenvironment, molecular profiles, and biological processes. Additionally, we developed and validated an ICF-based risk score for personalized prognosis prediction. We confirmed the value of the ICF score in our cohort using qRT-PCR and immunohistochemistry. Molecular docking was used to predict potential compounds for immunotherapy.RESULTSThree immunophenotypes (Immune-L, Immune-M, and Immune-H) were identified in 769 HNSCC samples. The characteristics of Immune-H were consistent with a "Hot" tumor, Immune-L was similar to a "Cold" tumor, and Immune-M exhibited intermediate features. The ICF risk score was associated with immune checkpoints, infiltrating immune cells, tumor mutation burden, and sensitivities to targeted/chemotherapeutic agents. Gene set variation analysis implicated the involvement of metabolic reprogramming pathways in the high-risk group. The combination of "Tumor Immune Dysfunction and Exclusion" and "Immunophenoscore" algorithms indicated that the low-risk group had a higher likelihood of benefiting from immunotherapy. Finally, we identified Eltrombopag and other compounds that may be beneficial for HNSCC immunotherapy.CONCLUSIONOur study provides a novel perspective on the tumor microenvironment of HNSCC, aiding in the understanding of HNSCC heterogeneity and the development of personalized/precision medicine.</description><subject>Research Paper</subject><issn>1945-4589</issn><issn>1945-4589</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNpVUU1P3DAUtFArvtpj7z72ErCd2HFOFVoVWgmJCz1bb-2XXUNiBzupRH8EvxnvLkLl5Oc382akGUK-cXbBtarFJWx82FwIJgXjR-SUd42sGqm7T__NJ-Qs5wfGlJSNOiYnddtJqSQ_JS-rLSSwMyb_D2YfA409nbdI_TguAanFYaD9EuweGyC4bGEqcKBbBEfLgga0jzQ_LTDGJVMLyfoQR6BzpJCzz_OOPaW4CbH8yoTOH_R213ujWCwTTM9fyOcehoxf395z8uf65_3qV3V7d_N7dXVb2VrJuao5cMucBt30qobWsY6pVjrZttYyLGunudC8FyWiteoFF2vk0qFFKxu3rs_Jj4PutKxHdBbDnGAwU_IjpGcTwZuPSPBbs4l_DWdK14qJovD9TSHFpwXzbEafd2lBwBKDEVp3UmvWqUKtDlSbYs4J-3cfzsy-RLMv0RxKrF8BXcqT7w</recordid><startdate>20231115</startdate><enddate>20231115</enddate><creator>Wang, Wenlun</creator><creator>Zhang, Zhouyi</creator><creator>Li, Wenming</creator><creator>Wei, Dongmin</creator><creator>Xu, Jianing</creator><creator>Qian, Ye</creator><creator>Cao, Shengda</creator><creator>Lei, Dapeng</creator><general>Impact Journals</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20231115</creationdate><title>Characterization of the immune cell function landscape in head and neck squamous carcinoma to assist in prognosis prediction and immunotherapy</title><author>Wang, Wenlun ; Zhang, Zhouyi ; Li, Wenming ; Wei, Dongmin ; Xu, Jianing ; Qian, Ye ; Cao, Shengda ; Lei, Dapeng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c365t-31a1c0d8a84f63a7d090675d577cc0ea84d81281f2863b6f212be15decec54db3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Research Paper</topic><toplevel>online_resources</toplevel><creatorcontrib>Wang, Wenlun</creatorcontrib><creatorcontrib>Zhang, Zhouyi</creatorcontrib><creatorcontrib>Li, Wenming</creatorcontrib><creatorcontrib>Wei, Dongmin</creatorcontrib><creatorcontrib>Xu, Jianing</creatorcontrib><creatorcontrib>Qian, Ye</creatorcontrib><creatorcontrib>Cao, Shengda</creatorcontrib><creatorcontrib>Lei, Dapeng</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Aging (Albany, NY.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Wenlun</au><au>Zhang, Zhouyi</au><au>Li, Wenming</au><au>Wei, Dongmin</au><au>Xu, Jianing</au><au>Qian, Ye</au><au>Cao, Shengda</au><au>Lei, Dapeng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Characterization of the immune cell function landscape in head and neck squamous carcinoma to assist in prognosis prediction and immunotherapy</atitle><jtitle>Aging (Albany, NY.)</jtitle><date>2023-11-15</date><risdate>2023</risdate><volume>15</volume><issue>21</issue><spage>12588</spage><epage>12617</epage><pages>12588-12617</pages><issn>1945-4589</issn><eissn>1945-4589</eissn><abstract>BACKGROUNDThe malignant characteristics of cancer depend not only on intrinsic properties of cancer cells but also on the functions of infiltrating immune cells. In this study, we aimed to investigate the functional landscape of immune cells in head and neck squamous cell carcinoma (HNSCC).METHODSWe employed single-sample gene set enrichment analysis to examine the immunophenotypes of HNSCC based on 29 immune cell functions (ICFs) in TCGA and GSE65858 datasets. We analyzed the clinical features, immune microenvironment, molecular profiles, and biological processes. Additionally, we developed and validated an ICF-based risk score for personalized prognosis prediction. We confirmed the value of the ICF score in our cohort using qRT-PCR and immunohistochemistry. Molecular docking was used to predict potential compounds for immunotherapy.RESULTSThree immunophenotypes (Immune-L, Immune-M, and Immune-H) were identified in 769 HNSCC samples. The characteristics of Immune-H were consistent with a "Hot" tumor, Immune-L was similar to a "Cold" tumor, and Immune-M exhibited intermediate features. The ICF risk score was associated with immune checkpoints, infiltrating immune cells, tumor mutation burden, and sensitivities to targeted/chemotherapeutic agents. Gene set variation analysis implicated the involvement of metabolic reprogramming pathways in the high-risk group. The combination of "Tumor Immune Dysfunction and Exclusion" and "Immunophenoscore" algorithms indicated that the low-risk group had a higher likelihood of benefiting from immunotherapy. Finally, we identified Eltrombopag and other compounds that may be beneficial for HNSCC immunotherapy.CONCLUSIONOur study provides a novel perspective on the tumor microenvironment of HNSCC, aiding in the understanding of HNSCC heterogeneity and the development of personalized/precision medicine.</abstract><pub>Impact Journals</pub><pmid>37955651</pmid><doi>10.18632/aging.205201</doi><tpages>30</tpages><oa>free_for_read</oa></addata></record>
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title Characterization of the immune cell function landscape in head and neck squamous carcinoma to assist in prognosis prediction and immunotherapy
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