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DNA methylation regulators-related molecular patterns and tumor immune landscape in hepatocellular carcinoma
Increasing evidence showed that the dysregulation of DNA methylation regulators is a decisive feature of almost all cancer types and affects tumor progressions. However, few studies focused on the underlying influences of DNA methylation regulators-related genes (DMRegs) in immune cell-infiltration...
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Published in: | Frontiers in oncology 2022-08, Vol.12, p.877817-877817 |
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description | Increasing evidence showed that the dysregulation of DNA methylation regulators is a decisive feature of almost all cancer types and affects tumor progressions. However, few studies focused on the underlying influences of DNA methylation regulators-related genes (DMRegs) in immune cell-infiltration characteristics, tumor microenvironment (TME) and immunotherapy in HCC patients. In our study, the alterations of DNA methylation regulators modification patterns (DMRPs) were clustered from hepatocellular carcinoma (HCC) samples based on the expression of DNA methylation regulators as well as genetic and transcriptional features. In addition, based on molecular identification of three distinct molecular subtypes, we found that different DMRPs alterations were related to different clinicopathological characteristics, prognosis, and immune cells infiltration features. Moreover, we constructed and validated a DNA methylation regulators-related genes score (DMRegs_score) to predict the survival of HCC patients. A high DMRegs _score, which was characterized by more TP53 wild mutation, high expression of PD-1, CTLA-4, and remarkable immunity activation, was indicative of poor prognosis. Furthermore, we validated the expression of eight genes which were used for the prognostic signature in this risk score by RT-qPCR using tissues from our center. More importantly, DMRegs_score was highly correlated with targeted drug sensitivity. Additionally, we developed a highly accurate scoring system that could be used to improve the clinical applicability of DMRegs _score. In conclusion, these findings may contribute to a better understanding of DNA methylation regulators and provide new strategies for evaluating prognosis and developing more effective combination therapy for HCC patients. |
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However, few studies focused on the underlying influences of DNA methylation regulators-related genes (DMRegs) in immune cell-infiltration characteristics, tumor microenvironment (TME) and immunotherapy in HCC patients. In our study, the alterations of DNA methylation regulators modification patterns (DMRPs) were clustered from hepatocellular carcinoma (HCC) samples based on the expression of DNA methylation regulators as well as genetic and transcriptional features. In addition, based on molecular identification of three distinct molecular subtypes, we found that different DMRPs alterations were related to different clinicopathological characteristics, prognosis, and immune cells infiltration features. Moreover, we constructed and validated a DNA methylation regulators-related genes score (DMRegs_score) to predict the survival of HCC patients. A high DMRegs _score, which was characterized by more TP53 wild mutation, high expression of PD-1, CTLA-4, and remarkable immunity activation, was indicative of poor prognosis. Furthermore, we validated the expression of eight genes which were used for the prognostic signature in this risk score by RT-qPCR using tissues from our center. More importantly, DMRegs_score was highly correlated with targeted drug sensitivity. Additionally, we developed a highly accurate scoring system that could be used to improve the clinical applicability of DMRegs _score. In conclusion, these findings may contribute to a better understanding of DNA methylation regulators and provide new strategies for evaluating prognosis and developing more effective combination therapy for HCC patients.</description><identifier>ISSN: 2234-943X</identifier><identifier>EISSN: 2234-943X</identifier><identifier>DOI: 10.3389/fonc.2022.877817</identifier><identifier>PMID: 36091162</identifier><language>eng</language><publisher>Frontiers Media S.A</publisher><subject>classification ; DNA methylation regulators ; hepatocellular cancer ; immune infiltration ; Oncology ; signature</subject><ispartof>Frontiers in oncology, 2022-08, Vol.12, p.877817-877817</ispartof><rights>Copyright © 2022 Song, Zhou, Wu, Wei, Zhao, Ren and Zhang 2022 Song, Zhou, Wu, Wei, Zhao, Ren and Zhang</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c439t-6f49c57c5acf15be5254e4b04520ac38ffd109d7dca219f41efc9a8808f0a5b93</citedby><cites>FETCH-LOGICAL-c439t-6f49c57c5acf15be5254e4b04520ac38ffd109d7dca219f41efc9a8808f0a5b93</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/PMC9459088/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9459088/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,315,728,781,785,886,27926,27927,53793,53795</link.rule.ids></links><search><creatorcontrib>Song, Dingli</creatorcontrib><creatorcontrib>Zhou, Zhenyu</creatorcontrib><creatorcontrib>Wu, Jie</creatorcontrib><creatorcontrib>Wei, Tao</creatorcontrib><creatorcontrib>Zhao, Guang</creatorcontrib><creatorcontrib>Ren, Hong</creatorcontrib><creatorcontrib>Zhang, Boxiang</creatorcontrib><title>DNA methylation regulators-related molecular patterns and tumor immune landscape in hepatocellular carcinoma</title><title>Frontiers in oncology</title><description>Increasing evidence showed that the dysregulation of DNA methylation regulators is a decisive feature of almost all cancer types and affects tumor progressions. However, few studies focused on the underlying influences of DNA methylation regulators-related genes (DMRegs) in immune cell-infiltration characteristics, tumor microenvironment (TME) and immunotherapy in HCC patients. In our study, the alterations of DNA methylation regulators modification patterns (DMRPs) were clustered from hepatocellular carcinoma (HCC) samples based on the expression of DNA methylation regulators as well as genetic and transcriptional features. In addition, based on molecular identification of three distinct molecular subtypes, we found that different DMRPs alterations were related to different clinicopathological characteristics, prognosis, and immune cells infiltration features. Moreover, we constructed and validated a DNA methylation regulators-related genes score (DMRegs_score) to predict the survival of HCC patients. A high DMRegs _score, which was characterized by more TP53 wild mutation, high expression of PD-1, CTLA-4, and remarkable immunity activation, was indicative of poor prognosis. Furthermore, we validated the expression of eight genes which were used for the prognostic signature in this risk score by RT-qPCR using tissues from our center. More importantly, DMRegs_score was highly correlated with targeted drug sensitivity. Additionally, we developed a highly accurate scoring system that could be used to improve the clinical applicability of DMRegs _score. In conclusion, these findings may contribute to a better understanding of DNA methylation regulators and provide new strategies for evaluating prognosis and developing more effective combination therapy for HCC patients.</description><subject>classification</subject><subject>DNA methylation regulators</subject><subject>hepatocellular cancer</subject><subject>immune infiltration</subject><subject>Oncology</subject><subject>signature</subject><issn>2234-943X</issn><issn>2234-943X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVkUtr3DAUhU1paEKSfZdaduOp3pY2hZC-AqHdNJCduJavZhxsaSrJhfz7emZCabS5h3OPPoFO07xndCOEsR9Din7DKecb03WGdW-aC86FbK0Uj2__0-fNdSlPdD1aUUbFu-ZcaGoZ0_yimT7_uCEz1t3zBHVMkWTcLqtMubQZV4EDmdOEfjUz2UOtmGMhEAdSlzllMs7zEpFMq1M87JGMkexwDSaP03S85SH7MaYZrpqzAFPB65d52Tx8_fLr9nt7__Pb3e3NfeulsLXVQVqvOq_AB6Z6VFxJlD2VilPwwoQwMGqHbvDAmQ2SYfAWjKEmUFC9FZfN3Yk7JHhy-zzOkJ9dgtEdjZS3DnId_YROWUM1173ttZWItGdaqr6jAnXXoYKV9enE2i_9jIPHWDNMr6CvN3HcuW3646xUlhqzAj68AHL6vWCpbh7L4W8gYlqK4x0Tglp9jNJT1OdUSsbw7xlG3aFzd-jcHTp3p87FXyeUocE</recordid><startdate>20220826</startdate><enddate>20220826</enddate><creator>Song, Dingli</creator><creator>Zhou, Zhenyu</creator><creator>Wu, Jie</creator><creator>Wei, Tao</creator><creator>Zhao, Guang</creator><creator>Ren, Hong</creator><creator>Zhang, Boxiang</creator><general>Frontiers Media S.A</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20220826</creationdate><title>DNA methylation regulators-related molecular patterns and tumor immune landscape in hepatocellular carcinoma</title><author>Song, Dingli ; Zhou, Zhenyu ; Wu, Jie ; Wei, Tao ; Zhao, Guang ; Ren, Hong ; Zhang, Boxiang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c439t-6f49c57c5acf15be5254e4b04520ac38ffd109d7dca219f41efc9a8808f0a5b93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>classification</topic><topic>DNA methylation regulators</topic><topic>hepatocellular cancer</topic><topic>immune infiltration</topic><topic>Oncology</topic><topic>signature</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Song, Dingli</creatorcontrib><creatorcontrib>Zhou, Zhenyu</creatorcontrib><creatorcontrib>Wu, Jie</creatorcontrib><creatorcontrib>Wei, Tao</creatorcontrib><creatorcontrib>Zhao, Guang</creatorcontrib><creatorcontrib>Ren, Hong</creatorcontrib><creatorcontrib>Zhang, Boxiang</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Directory of Open Access Journals</collection><jtitle>Frontiers in oncology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Song, Dingli</au><au>Zhou, Zhenyu</au><au>Wu, Jie</au><au>Wei, Tao</au><au>Zhao, Guang</au><au>Ren, Hong</au><au>Zhang, Boxiang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>DNA methylation regulators-related molecular patterns and tumor immune landscape in hepatocellular carcinoma</atitle><jtitle>Frontiers in oncology</jtitle><date>2022-08-26</date><risdate>2022</risdate><volume>12</volume><spage>877817</spage><epage>877817</epage><pages>877817-877817</pages><issn>2234-943X</issn><eissn>2234-943X</eissn><abstract>Increasing evidence showed that the dysregulation of DNA methylation regulators is a decisive feature of almost all cancer types and affects tumor progressions. However, few studies focused on the underlying influences of DNA methylation regulators-related genes (DMRegs) in immune cell-infiltration characteristics, tumor microenvironment (TME) and immunotherapy in HCC patients. In our study, the alterations of DNA methylation regulators modification patterns (DMRPs) were clustered from hepatocellular carcinoma (HCC) samples based on the expression of DNA methylation regulators as well as genetic and transcriptional features. In addition, based on molecular identification of three distinct molecular subtypes, we found that different DMRPs alterations were related to different clinicopathological characteristics, prognosis, and immune cells infiltration features. Moreover, we constructed and validated a DNA methylation regulators-related genes score (DMRegs_score) to predict the survival of HCC patients. A high DMRegs _score, which was characterized by more TP53 wild mutation, high expression of PD-1, CTLA-4, and remarkable immunity activation, was indicative of poor prognosis. Furthermore, we validated the expression of eight genes which were used for the prognostic signature in this risk score by RT-qPCR using tissues from our center. More importantly, DMRegs_score was highly correlated with targeted drug sensitivity. Additionally, we developed a highly accurate scoring system that could be used to improve the clinical applicability of DMRegs _score. In conclusion, these findings may contribute to a better understanding of DNA methylation regulators and provide new strategies for evaluating prognosis and developing more effective combination therapy for HCC patients.</abstract><pub>Frontiers Media S.A</pub><pmid>36091162</pmid><doi>10.3389/fonc.2022.877817</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | classification DNA methylation regulators hepatocellular cancer immune infiltration Oncology signature |
title | DNA methylation regulators-related molecular patterns and tumor immune landscape in hepatocellular carcinoma |
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