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Methylation statuses of NCOR2, PARK2, and ZSCAN12 signify densities of tumor-infiltrating lymphocytes in gastric carcinoma
Individual cell types of human tissues have their own CpG site methylation profiles, which might be utilized for the development of methylation markers to denote tumor-infiltrating lymphocytes (TILs). We aimed to develop DNA methylation markers that recapitulate the densities of TILs in gastric carc...
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Published in: | Scientific reports 2022-01, Vol.12 (1), p.862-862, Article 862 |
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description | Individual cell types of human tissues have their own CpG site methylation profiles, which might be utilized for the development of methylation markers to denote tumor-infiltrating lymphocytes (TILs). We aimed to develop DNA methylation markers that recapitulate the densities of TILs in gastric carcinoma (GC). Through genome-wide methylation profiling,
NCOR2
,
PARK2
, and
ZSCAN12
were found to be highly methylated in CD3-positive and CD8-positive cells and rarely methylated in tumor cells. Scores of the three methylation markers were analyzed for their relationship with the overall survival and recurrence-free survival of patients with advanced GC (n = 471). The scores of three methylation markers were closely associated with densities of CD3-positive or CD8-positive cells at the tumor center or invasive front of GCs and found to be a significant prognostic factor in univariate analysis of overall survival and recurrence-free survival. In multivariate analysis, the highest score showed hazard ratios of 0.513 (CI 0.306–0.857) and 0.434 (CI 0.261–0.720) for overall survival and recurrence-free survival, respectively. The findings suggest that methylation markers signifying TILs might be utilized for the recapitulation of TIL density in GCs and serve as biomarkers for predicting prognosis in patients with GC. |
doi_str_mv | 10.1038/s41598-022-04797-9 |
format | article |
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NCOR2
,
PARK2
, and
ZSCAN12
were found to be highly methylated in CD3-positive and CD8-positive cells and rarely methylated in tumor cells. Scores of the three methylation markers were analyzed for their relationship with the overall survival and recurrence-free survival of patients with advanced GC (n = 471). The scores of three methylation markers were closely associated with densities of CD3-positive or CD8-positive cells at the tumor center or invasive front of GCs and found to be a significant prognostic factor in univariate analysis of overall survival and recurrence-free survival. In multivariate analysis, the highest score showed hazard ratios of 0.513 (CI 0.306–0.857) and 0.434 (CI 0.261–0.720) for overall survival and recurrence-free survival, respectively. The findings suggest that methylation markers signifying TILs might be utilized for the recapitulation of TIL density in GCs and serve as biomarkers for predicting prognosis in patients with GC.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-022-04797-9</identifier><identifier>PMID: 35039565</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>692/4017 ; 692/4020 ; 692/4028 ; Biomarkers - metabolism ; Carcinoma - genetics ; Carcinoma - mortality ; Carcinoma - pathology ; CD3 antigen ; CD8 antigen ; CD8-Positive T-Lymphocytes - metabolism ; CpG islands ; DNA methylation ; DNA Methylation - genetics ; Female ; Forecasting ; Gastric cancer ; Genomes ; Humanities and Social Sciences ; Humans ; Invasiveness ; Kruppel-Like Transcription Factors - genetics ; Kruppel-Like Transcription Factors - metabolism ; Lymphocytes ; Lymphocytes, Tumor-Infiltrating - metabolism ; Lymphocytes, Tumor-Infiltrating - pathology ; Male ; Medical prognosis ; Middle Aged ; multidisciplinary ; Multivariate analysis ; Nuclear Receptor Co-Repressor 2 - genetics ; Nuclear Receptor Co-Repressor 2 - metabolism ; Prognosis ; Science ; Science (multidisciplinary) ; Stomach Neoplasms - genetics ; Stomach Neoplasms - mortality ; Stomach Neoplasms - pathology ; Survival ; Survival Rate ; Tumor cells ; Tumor Microenvironment - genetics ; Tumor-infiltrating lymphocytes ; Tumors ; Ubiquitin-Protein Ligases - genetics ; Ubiquitin-Protein Ligases - metabolism</subject><ispartof>Scientific reports, 2022-01, Vol.12 (1), p.862-862, Article 862</ispartof><rights>The Author(s) 2022</rights><rights>2022. The Author(s).</rights><rights>The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c540t-61ea4d56598be06c61d0b199abf1d19008f6b0eba86feb0aa502c89d41c675063</citedby><cites>FETCH-LOGICAL-c540t-61ea4d56598be06c61d0b199abf1d19008f6b0eba86feb0aa502c89d41c675063</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2620845122/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2620845122?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25752,27923,27924,37011,37012,44589,53790,53792,74997</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35039565$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wen, Xianyu</creatorcontrib><creatorcontrib>Jin, Hye-Yeong</creatorcontrib><creatorcontrib>Li, Meihui</creatorcontrib><creatorcontrib>Kim, Younghoon</creatorcontrib><creatorcontrib>Cho, Nam-Yun</creatorcontrib><creatorcontrib>Kwak, Yoonjin</creatorcontrib><creatorcontrib>Bae, Jeong Mo</creatorcontrib><creatorcontrib>Lee, Hye Seung</creatorcontrib><creatorcontrib>Kang, Gyeong Hoon</creatorcontrib><title>Methylation statuses of NCOR2, PARK2, and ZSCAN12 signify densities of tumor-infiltrating lymphocytes in gastric carcinoma</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Individual cell types of human tissues have their own CpG site methylation profiles, which might be utilized for the development of methylation markers to denote tumor-infiltrating lymphocytes (TILs). We aimed to develop DNA methylation markers that recapitulate the densities of TILs in gastric carcinoma (GC). Through genome-wide methylation profiling,
NCOR2
,
PARK2
, and
ZSCAN12
were found to be highly methylated in CD3-positive and CD8-positive cells and rarely methylated in tumor cells. Scores of the three methylation markers were analyzed for their relationship with the overall survival and recurrence-free survival of patients with advanced GC (n = 471). The scores of three methylation markers were closely associated with densities of CD3-positive or CD8-positive cells at the tumor center or invasive front of GCs and found to be a significant prognostic factor in univariate analysis of overall survival and recurrence-free survival. In multivariate analysis, the highest score showed hazard ratios of 0.513 (CI 0.306–0.857) and 0.434 (CI 0.261–0.720) for overall survival and recurrence-free survival, respectively. The findings suggest that methylation markers signifying TILs might be utilized for the recapitulation of TIL density in GCs and serve as biomarkers for predicting prognosis in patients with GC.</description><subject>692/4017</subject><subject>692/4020</subject><subject>692/4028</subject><subject>Biomarkers - metabolism</subject><subject>Carcinoma - genetics</subject><subject>Carcinoma - mortality</subject><subject>Carcinoma - pathology</subject><subject>CD3 antigen</subject><subject>CD8 antigen</subject><subject>CD8-Positive T-Lymphocytes - metabolism</subject><subject>CpG islands</subject><subject>DNA methylation</subject><subject>DNA Methylation - genetics</subject><subject>Female</subject><subject>Forecasting</subject><subject>Gastric cancer</subject><subject>Genomes</subject><subject>Humanities and Social Sciences</subject><subject>Humans</subject><subject>Invasiveness</subject><subject>Kruppel-Like Transcription Factors - genetics</subject><subject>Kruppel-Like Transcription Factors - metabolism</subject><subject>Lymphocytes</subject><subject>Lymphocytes, Tumor-Infiltrating - metabolism</subject><subject>Lymphocytes, Tumor-Infiltrating - pathology</subject><subject>Male</subject><subject>Medical prognosis</subject><subject>Middle Aged</subject><subject>multidisciplinary</subject><subject>Multivariate analysis</subject><subject>Nuclear Receptor Co-Repressor 2 - genetics</subject><subject>Nuclear Receptor Co-Repressor 2 - metabolism</subject><subject>Prognosis</subject><subject>Science</subject><subject>Science (multidisciplinary)</subject><subject>Stomach Neoplasms - genetics</subject><subject>Stomach Neoplasms - mortality</subject><subject>Stomach Neoplasms - pathology</subject><subject>Survival</subject><subject>Survival Rate</subject><subject>Tumor cells</subject><subject>Tumor Microenvironment - genetics</subject><subject>Tumor-infiltrating lymphocytes</subject><subject>Tumors</subject><subject>Ubiquitin-Protein Ligases - genetics</subject><subject>Ubiquitin-Protein Ligases - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Directory of Open Access Journals</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wen, Xianyu</au><au>Jin, Hye-Yeong</au><au>Li, Meihui</au><au>Kim, Younghoon</au><au>Cho, Nam-Yun</au><au>Kwak, Yoonjin</au><au>Bae, Jeong Mo</au><au>Lee, Hye Seung</au><au>Kang, Gyeong Hoon</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Methylation statuses of NCOR2, PARK2, and ZSCAN12 signify densities of tumor-infiltrating lymphocytes in gastric carcinoma</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2022-01-17</date><risdate>2022</risdate><volume>12</volume><issue>1</issue><spage>862</spage><epage>862</epage><pages>862-862</pages><artnum>862</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>Individual cell types of human tissues have their own CpG site methylation profiles, which might be utilized for the development of methylation markers to denote tumor-infiltrating lymphocytes (TILs). We aimed to develop DNA methylation markers that recapitulate the densities of TILs in gastric carcinoma (GC). Through genome-wide methylation profiling,
NCOR2
,
PARK2
, and
ZSCAN12
were found to be highly methylated in CD3-positive and CD8-positive cells and rarely methylated in tumor cells. Scores of the three methylation markers were analyzed for their relationship with the overall survival and recurrence-free survival of patients with advanced GC (n = 471). The scores of three methylation markers were closely associated with densities of CD3-positive or CD8-positive cells at the tumor center or invasive front of GCs and found to be a significant prognostic factor in univariate analysis of overall survival and recurrence-free survival. In multivariate analysis, the highest score showed hazard ratios of 0.513 (CI 0.306–0.857) and 0.434 (CI 0.261–0.720) for overall survival and recurrence-free survival, respectively. The findings suggest that methylation markers signifying TILs might be utilized for the recapitulation of TIL density in GCs and serve as biomarkers for predicting prognosis in patients with GC.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>35039565</pmid><doi>10.1038/s41598-022-04797-9</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | 692/4017 692/4020 692/4028 Biomarkers - metabolism Carcinoma - genetics Carcinoma - mortality Carcinoma - pathology CD3 antigen CD8 antigen CD8-Positive T-Lymphocytes - metabolism CpG islands DNA methylation DNA Methylation - genetics Female Forecasting Gastric cancer Genomes Humanities and Social Sciences Humans Invasiveness Kruppel-Like Transcription Factors - genetics Kruppel-Like Transcription Factors - metabolism Lymphocytes Lymphocytes, Tumor-Infiltrating - metabolism Lymphocytes, Tumor-Infiltrating - pathology Male Medical prognosis Middle Aged multidisciplinary Multivariate analysis Nuclear Receptor Co-Repressor 2 - genetics Nuclear Receptor Co-Repressor 2 - metabolism Prognosis Science Science (multidisciplinary) Stomach Neoplasms - genetics Stomach Neoplasms - mortality Stomach Neoplasms - pathology Survival Survival Rate Tumor cells Tumor Microenvironment - genetics Tumor-infiltrating lymphocytes Tumors Ubiquitin-Protein Ligases - genetics Ubiquitin-Protein Ligases - metabolism |
title | Methylation statuses of NCOR2, PARK2, and ZSCAN12 signify densities of tumor-infiltrating lymphocytes in gastric carcinoma |
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