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The role of immune cells and immune related genes in the tumor microenvironment of papillary thyroid cancer and their significance for immunotherapy
Papillary thyroid carcinoma (PTC) is the most common pathological type of thyroid cancer (THCA) and shows a better prognosis than other types. However, further research is needed to determine the risk of PTC. We herein used the CIBERSORT algorithm to analyze the gene-expression profile obtained from...
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description | Papillary thyroid carcinoma (PTC) is the most common pathological type of thyroid cancer (THCA) and shows a better prognosis than other types. However, further research is needed to determine the risk of PTC. We herein used the CIBERSORT algorithm to analyze the gene-expression profile obtained from TCGA, estimated the infiltration ratio of 22 immune cell types in tumor tissues and normal tissues, analyzed the differential expression of immune-related genes, and identified immune cells and immune-related genes related to clinical progress and prognosis. We uncovered 12 immune cell types and nine immune-related genes that were closely correlated with TNM staging, and two immune cell types (activated NK cells and γδT cells) and one immune-related gene (
CD40LG
) that were associated with prognosis. After evaluation, four immune cell types could be used to determine low-risk PTC, with six immune cell types and six immune-related genes closely associated with high-risk PTC. The type and quantity of infiltrating immune cells in the microenvironment of PTC, as well as immune-related genes, appear to be closely related to tumor progression and can therefore be used as important indicators for the evaluation of patient prognosis. We posit that the study of immune cells and immune-related genes in the tumor microenvironment will facilitate the determination of low-risk PTC more accurately, and that this will greatly promote the development of high-risk PTC immunotherapy. |
doi_str_mv | 10.1038/s41598-024-69187-9 |
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CD40LG
) that were associated with prognosis. After evaluation, four immune cell types could be used to determine low-risk PTC, with six immune cell types and six immune-related genes closely associated with high-risk PTC. The type and quantity of infiltrating immune cells in the microenvironment of PTC, as well as immune-related genes, appear to be closely related to tumor progression and can therefore be used as important indicators for the evaluation of patient prognosis. We posit that the study of immune cells and immune-related genes in the tumor microenvironment will facilitate the determination of low-risk PTC more accurately, and that this will greatly promote the development of high-risk PTC immunotherapy.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-024-69187-9</identifier><identifier>PMID: 39103463</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>631/114 ; 631/250 ; 631/67 ; Biomarkers, Tumor - genetics ; CD40LG ; Gene expression ; Gene Expression Profiling ; Gene Expression Regulation, Neoplastic ; Genes ; Humanities and Social Sciences ; Humans ; Immune genes ; Immunotherapy ; Immunotherapy - methods ; Male ; Metastases ; multidisciplinary ; Papillary thyroid cancer ; Papillary thyroid carcinoma ; Prognosis ; PTC ; Science ; Science (multidisciplinary) ; Thyroid ; Thyroid cancer ; Thyroid Cancer, Papillary - genetics ; Thyroid Cancer, Papillary - immunology ; Thyroid Cancer, Papillary - pathology ; Thyroid Cancer, Papillary - therapy ; Thyroid Neoplasms - genetics ; Thyroid Neoplasms - immunology ; Thyroid Neoplasms - pathology ; Thyroid Neoplasms - therapy ; Tumor microenvironment ; Tumor Microenvironment - genetics ; Tumor Microenvironment - immunology ; Tumors</subject><ispartof>Scientific reports, 2024-08, Vol.14 (1), p.18125-14, Article 18125</ispartof><rights>The Author(s) 2024</rights><rights>2024. The Author(s).</rights><rights>The Author(s) 2024. This work is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2024 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c422t-3114dd766751d915b8d4aac534963aea60c8a7816c602ed0177ec438f913cfa63</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/3089002143/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/3089002143?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39103463$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Li, Xumei</creatorcontrib><creatorcontrib>Jian, Jie</creatorcontrib><creatorcontrib>Zhang, Anzhi</creatorcontrib><creatorcontrib>Xiang, Jiang ming</creatorcontrib><creatorcontrib>Huang, Jingjing</creatorcontrib><creatorcontrib>Chen, Yanlin</creatorcontrib><title>The role of immune cells and immune related genes in the tumor microenvironment of papillary thyroid cancer and their significance for immunotherapy</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Papillary thyroid carcinoma (PTC) is the most common pathological type of thyroid cancer (THCA) and shows a better prognosis than other types. However, further research is needed to determine the risk of PTC. We herein used the CIBERSORT algorithm to analyze the gene-expression profile obtained from TCGA, estimated the infiltration ratio of 22 immune cell types in tumor tissues and normal tissues, analyzed the differential expression of immune-related genes, and identified immune cells and immune-related genes related to clinical progress and prognosis. We uncovered 12 immune cell types and nine immune-related genes that were closely correlated with TNM staging, and two immune cell types (activated NK cells and γδT cells) and one immune-related gene (
CD40LG
) that were associated with prognosis. After evaluation, four immune cell types could be used to determine low-risk PTC, with six immune cell types and six immune-related genes closely associated with high-risk PTC. The type and quantity of infiltrating immune cells in the microenvironment of PTC, as well as immune-related genes, appear to be closely related to tumor progression and can therefore be used as important indicators for the evaluation of patient prognosis. We posit that the study of immune cells and immune-related genes in the tumor microenvironment will facilitate the determination of low-risk PTC more accurately, and that this will greatly promote the development of high-risk PTC immunotherapy.</description><subject>631/114</subject><subject>631/250</subject><subject>631/67</subject><subject>Biomarkers, Tumor - genetics</subject><subject>CD40LG</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Genes</subject><subject>Humanities and Social Sciences</subject><subject>Humans</subject><subject>Immune genes</subject><subject>Immunotherapy</subject><subject>Immunotherapy - methods</subject><subject>Male</subject><subject>Metastases</subject><subject>multidisciplinary</subject><subject>Papillary thyroid cancer</subject><subject>Papillary thyroid carcinoma</subject><subject>Prognosis</subject><subject>PTC</subject><subject>Science</subject><subject>Science (multidisciplinary)</subject><subject>Thyroid</subject><subject>Thyroid cancer</subject><subject>Thyroid Cancer, Papillary - 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genetics</topic><topic>CD40LG</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Gene Expression Regulation, Neoplastic</topic><topic>Genes</topic><topic>Humanities and Social Sciences</topic><topic>Humans</topic><topic>Immune genes</topic><topic>Immunotherapy</topic><topic>Immunotherapy - methods</topic><topic>Male</topic><topic>Metastases</topic><topic>multidisciplinary</topic><topic>Papillary thyroid cancer</topic><topic>Papillary thyroid carcinoma</topic><topic>Prognosis</topic><topic>PTC</topic><topic>Science</topic><topic>Science (multidisciplinary)</topic><topic>Thyroid</topic><topic>Thyroid cancer</topic><topic>Thyroid Cancer, Papillary - genetics</topic><topic>Thyroid Cancer, Papillary - immunology</topic><topic>Thyroid Cancer, Papillary - pathology</topic><topic>Thyroid Cancer, Papillary - therapy</topic><topic>Thyroid Neoplasms - genetics</topic><topic>Thyroid Neoplasms - immunology</topic><topic>Thyroid Neoplasms - pathology</topic><topic>Thyroid Neoplasms - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Xumei</au><au>Jian, Jie</au><au>Zhang, Anzhi</au><au>Xiang, Jiang ming</au><au>Huang, Jingjing</au><au>Chen, Yanlin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The role of immune cells and immune related genes in the tumor microenvironment of papillary thyroid cancer and their significance for immunotherapy</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2024-08-05</date><risdate>2024</risdate><volume>14</volume><issue>1</issue><spage>18125</spage><epage>14</epage><pages>18125-14</pages><artnum>18125</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>Papillary thyroid carcinoma (PTC) is the most common pathological type of thyroid cancer (THCA) and shows a better prognosis than other types. However, further research is needed to determine the risk of PTC. We herein used the CIBERSORT algorithm to analyze the gene-expression profile obtained from TCGA, estimated the infiltration ratio of 22 immune cell types in tumor tissues and normal tissues, analyzed the differential expression of immune-related genes, and identified immune cells and immune-related genes related to clinical progress and prognosis. We uncovered 12 immune cell types and nine immune-related genes that were closely correlated with TNM staging, and two immune cell types (activated NK cells and γδT cells) and one immune-related gene (
CD40LG
) that were associated with prognosis. After evaluation, four immune cell types could be used to determine low-risk PTC, with six immune cell types and six immune-related genes closely associated with high-risk PTC. The type and quantity of infiltrating immune cells in the microenvironment of PTC, as well as immune-related genes, appear to be closely related to tumor progression and can therefore be used as important indicators for the evaluation of patient prognosis. We posit that the study of immune cells and immune-related genes in the tumor microenvironment will facilitate the determination of low-risk PTC more accurately, and that this will greatly promote the development of high-risk PTC immunotherapy.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>39103463</pmid><doi>10.1038/s41598-024-69187-9</doi><tpages>14</tpages><oa>free_for_read</oa></addata></record> |
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subjects | 631/114 631/250 631/67 Biomarkers, Tumor - genetics CD40LG Gene expression Gene Expression Profiling Gene Expression Regulation, Neoplastic Genes Humanities and Social Sciences Humans Immune genes Immunotherapy Immunotherapy - methods Male Metastases multidisciplinary Papillary thyroid cancer Papillary thyroid carcinoma Prognosis PTC Science Science (multidisciplinary) Thyroid Thyroid cancer Thyroid Cancer, Papillary - genetics Thyroid Cancer, Papillary - immunology Thyroid Cancer, Papillary - pathology Thyroid Cancer, Papillary - therapy Thyroid Neoplasms - genetics Thyroid Neoplasms - immunology Thyroid Neoplasms - pathology Thyroid Neoplasms - therapy Tumor microenvironment Tumor Microenvironment - genetics Tumor Microenvironment - immunology Tumors |
title | The role of immune cells and immune related genes in the tumor microenvironment of papillary thyroid cancer and their significance for immunotherapy |
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