Identification and validation of methylation-CpG prognostic signature for prognosis of hepatocellular carcinoma

Epigenetic biomarkers help predict the prognosis of cancer patients and evaluating the clinical outcome of immunization therapy. In this study, we present a personalized gene methylation-CpG signature to enhance the accuracy of survival prediction for individuals with hepatocellular carcinoma (HCC)....

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Aging (Albany, NY.) NY.), 2024-01, Vol.16 (2), p.1733-1749
Hauptverfasser: He, Chunmei, Guo, Zehao, Zhang, Hao, Yang, Ganqing, Gao, Jintao, Mo, Zhijing
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 1749
container_issue 2
container_start_page 1733
container_title Aging (Albany, NY.)
container_volume 16
creator He, Chunmei
Guo, Zehao
Zhang, Hao
Yang, Ganqing
Gao, Jintao
Mo, Zhijing
description Epigenetic biomarkers help predict the prognosis of cancer patients and evaluating the clinical outcome of immunization therapy. In this study, we present a personalized gene methylation-CpG signature to enhance the accuracy of survival prediction for individuals with hepatocellular carcinoma (HCC). Utilizing RNA sequencing and methylation datasets from GEO as well as TCGA, we conducted single sample GSEA (ssGSEA), WGCNA, as well as Cox regression. Through these analyses, we identified 175 oxidative stress and immune-related genes along with 4 CpG loci that are associated with the prognosis of HCC. Subsequently, we constructed a prognostic signature for HCC utilizing these 4 CpG sites, referred to as the HCC Prognostic Signature of Methylation-CpG sites (HPSM). Further investigation revealed an enrichment of immune-related signal pathways in the HPSM-low group, which demonstrated a positive correlation with better survival among HCC patients. Moreover, the methylation of the CpG sites in HPSM was found to be closely linked to drug sensitivity. experiments tentatively confirmed that promoter methylation regulated the expression of BMPER, one of the CpG sites within HPSM. The expression of BMPER was significantly correlated with cell death in the oxidative stress pathway, and overexpression of BMPER effectively inhibited HCC cell proliferation. Consequently, our findings suggest that HPSM is an independent predictive factor and holds promise for accurately predicting the prognosis of HCC patients.
doi_str_mv 10.18632/aging.205454
format Article
fullrecord <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10866447</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2922448898</sourcerecordid><originalsourceid>FETCH-LOGICAL-c2594-c867fe5f9f9b5f433a320be5cc3b85703561ff0ff1257325005bb9948dc648233</originalsourceid><addsrcrecordid>eNpVUbtOwzAUtRCIlsLIijKypDh-pPaEUAWlUiUWmC3HsVOjxA52Uql_T_qgKtN9nXvu4wBwn8FpxnKMnmRlXTVFkBJKLsA444SmhDJ-eeaPwE2M3xDmlJL8GowwQ2TIozHwy1K7zhqrZGe9S6Qrk42sbXkIvUka3a239T5M5-0iaYOvnI-dVUm0lZNdH3RifPgr2LjrWutWdl7puu5rGRIlg7LON_IWXBlZR313tBPw9fb6OX9PVx-L5fxllSpEOUkVy2dGU8MNL6ghGEuMYKGpUrhgdAYxzTNjoDEZojOMKIS0KDgnrFQ5YQjjCXg-8LZ90ehSDUcGWYs22EaGrfDSiv8VZ9ei8huRQZbnhMwGhscjQ_A_vY6daGzcHSSd9n0UiKPhiYxxNkDTA1QFH2PQ5jQng2KvktirJA4qDfiH8-VO6D9Z8C8tmJGw</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2922448898</pqid></control><display><type>article</type><title>Identification and validation of methylation-CpG prognostic signature for prognosis of hepatocellular carcinoma</title><source>MEDLINE</source><source>PubMed Central Open Access</source><source>EZB-FREE-00999 freely available EZB journals</source><source>PubMed Central</source><creator>He, Chunmei ; Guo, Zehao ; Zhang, Hao ; Yang, Ganqing ; Gao, Jintao ; Mo, Zhijing</creator><creatorcontrib>He, Chunmei ; Guo, Zehao ; Zhang, Hao ; Yang, Ganqing ; Gao, Jintao ; Mo, Zhijing</creatorcontrib><description>Epigenetic biomarkers help predict the prognosis of cancer patients and evaluating the clinical outcome of immunization therapy. In this study, we present a personalized gene methylation-CpG signature to enhance the accuracy of survival prediction for individuals with hepatocellular carcinoma (HCC). Utilizing RNA sequencing and methylation datasets from GEO as well as TCGA, we conducted single sample GSEA (ssGSEA), WGCNA, as well as Cox regression. Through these analyses, we identified 175 oxidative stress and immune-related genes along with 4 CpG loci that are associated with the prognosis of HCC. Subsequently, we constructed a prognostic signature for HCC utilizing these 4 CpG sites, referred to as the HCC Prognostic Signature of Methylation-CpG sites (HPSM). Further investigation revealed an enrichment of immune-related signal pathways in the HPSM-low group, which demonstrated a positive correlation with better survival among HCC patients. Moreover, the methylation of the CpG sites in HPSM was found to be closely linked to drug sensitivity. experiments tentatively confirmed that promoter methylation regulated the expression of BMPER, one of the CpG sites within HPSM. The expression of BMPER was significantly correlated with cell death in the oxidative stress pathway, and overexpression of BMPER effectively inhibited HCC cell proliferation. Consequently, our findings suggest that HPSM is an independent predictive factor and holds promise for accurately predicting the prognosis of HCC patients.</description><identifier>ISSN: 1945-4589</identifier><identifier>EISSN: 1945-4589</identifier><identifier>DOI: 10.18632/aging.205454</identifier><identifier>PMID: 38244582</identifier><language>eng</language><publisher>United States: Impact Journals</publisher><subject>Benzoates ; Carcinoma, Hepatocellular - genetics ; Carrier Proteins ; Glycine - analogs &amp; derivatives ; Humans ; Liver Neoplasms - genetics ; Methylation ; Prognosis ; Research Paper</subject><ispartof>Aging (Albany, NY.), 2024-01, Vol.16 (2), p.1733-1749</ispartof><rights>Copyright: © 2024 He et al.</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c2594-c867fe5f9f9b5f433a320be5cc3b85703561ff0ff1257325005bb9948dc648233</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/PMC10866447/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10866447/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38244582$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>He, Chunmei</creatorcontrib><creatorcontrib>Guo, Zehao</creatorcontrib><creatorcontrib>Zhang, Hao</creatorcontrib><creatorcontrib>Yang, Ganqing</creatorcontrib><creatorcontrib>Gao, Jintao</creatorcontrib><creatorcontrib>Mo, Zhijing</creatorcontrib><title>Identification and validation of methylation-CpG prognostic signature for prognosis of hepatocellular carcinoma</title><title>Aging (Albany, NY.)</title><addtitle>Aging (Albany NY)</addtitle><description>Epigenetic biomarkers help predict the prognosis of cancer patients and evaluating the clinical outcome of immunization therapy. In this study, we present a personalized gene methylation-CpG signature to enhance the accuracy of survival prediction for individuals with hepatocellular carcinoma (HCC). Utilizing RNA sequencing and methylation datasets from GEO as well as TCGA, we conducted single sample GSEA (ssGSEA), WGCNA, as well as Cox regression. Through these analyses, we identified 175 oxidative stress and immune-related genes along with 4 CpG loci that are associated with the prognosis of HCC. Subsequently, we constructed a prognostic signature for HCC utilizing these 4 CpG sites, referred to as the HCC Prognostic Signature of Methylation-CpG sites (HPSM). Further investigation revealed an enrichment of immune-related signal pathways in the HPSM-low group, which demonstrated a positive correlation with better survival among HCC patients. Moreover, the methylation of the CpG sites in HPSM was found to be closely linked to drug sensitivity. experiments tentatively confirmed that promoter methylation regulated the expression of BMPER, one of the CpG sites within HPSM. The expression of BMPER was significantly correlated with cell death in the oxidative stress pathway, and overexpression of BMPER effectively inhibited HCC cell proliferation. Consequently, our findings suggest that HPSM is an independent predictive factor and holds promise for accurately predicting the prognosis of HCC patients.</description><subject>Benzoates</subject><subject>Carcinoma, Hepatocellular - genetics</subject><subject>Carrier Proteins</subject><subject>Glycine - analogs &amp; derivatives</subject><subject>Humans</subject><subject>Liver Neoplasms - genetics</subject><subject>Methylation</subject><subject>Prognosis</subject><subject>Research Paper</subject><issn>1945-4589</issn><issn>1945-4589</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVUbtOwzAUtRCIlsLIijKypDh-pPaEUAWlUiUWmC3HsVOjxA52Uql_T_qgKtN9nXvu4wBwn8FpxnKMnmRlXTVFkBJKLsA444SmhDJ-eeaPwE2M3xDmlJL8GowwQ2TIozHwy1K7zhqrZGe9S6Qrk42sbXkIvUka3a239T5M5-0iaYOvnI-dVUm0lZNdH3RifPgr2LjrWutWdl7puu5rGRIlg7LON_IWXBlZR313tBPw9fb6OX9PVx-L5fxllSpEOUkVy2dGU8MNL6ghGEuMYKGpUrhgdAYxzTNjoDEZojOMKIS0KDgnrFQ5YQjjCXg-8LZ90ehSDUcGWYs22EaGrfDSiv8VZ9ei8huRQZbnhMwGhscjQ_A_vY6daGzcHSSd9n0UiKPhiYxxNkDTA1QFH2PQ5jQng2KvktirJA4qDfiH8-VO6D9Z8C8tmJGw</recordid><startdate>20240118</startdate><enddate>20240118</enddate><creator>He, Chunmei</creator><creator>Guo, Zehao</creator><creator>Zhang, Hao</creator><creator>Yang, Ganqing</creator><creator>Gao, Jintao</creator><creator>Mo, Zhijing</creator><general>Impact Journals</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20240118</creationdate><title>Identification and validation of methylation-CpG prognostic signature for prognosis of hepatocellular carcinoma</title><author>He, Chunmei ; Guo, Zehao ; Zhang, Hao ; Yang, Ganqing ; Gao, Jintao ; Mo, Zhijing</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2594-c867fe5f9f9b5f433a320be5cc3b85703561ff0ff1257325005bb9948dc648233</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Benzoates</topic><topic>Carcinoma, Hepatocellular - genetics</topic><topic>Carrier Proteins</topic><topic>Glycine - analogs &amp; derivatives</topic><topic>Humans</topic><topic>Liver Neoplasms - genetics</topic><topic>Methylation</topic><topic>Prognosis</topic><topic>Research Paper</topic><toplevel>online_resources</toplevel><creatorcontrib>He, Chunmei</creatorcontrib><creatorcontrib>Guo, Zehao</creatorcontrib><creatorcontrib>Zhang, Hao</creatorcontrib><creatorcontrib>Yang, Ganqing</creatorcontrib><creatorcontrib>Gao, Jintao</creatorcontrib><creatorcontrib>Mo, Zhijing</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><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>He, Chunmei</au><au>Guo, Zehao</au><au>Zhang, Hao</au><au>Yang, Ganqing</au><au>Gao, Jintao</au><au>Mo, Zhijing</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Identification and validation of methylation-CpG prognostic signature for prognosis of hepatocellular carcinoma</atitle><jtitle>Aging (Albany, NY.)</jtitle><addtitle>Aging (Albany NY)</addtitle><date>2024-01-18</date><risdate>2024</risdate><volume>16</volume><issue>2</issue><spage>1733</spage><epage>1749</epage><pages>1733-1749</pages><issn>1945-4589</issn><eissn>1945-4589</eissn><abstract>Epigenetic biomarkers help predict the prognosis of cancer patients and evaluating the clinical outcome of immunization therapy. In this study, we present a personalized gene methylation-CpG signature to enhance the accuracy of survival prediction for individuals with hepatocellular carcinoma (HCC). Utilizing RNA sequencing and methylation datasets from GEO as well as TCGA, we conducted single sample GSEA (ssGSEA), WGCNA, as well as Cox regression. Through these analyses, we identified 175 oxidative stress and immune-related genes along with 4 CpG loci that are associated with the prognosis of HCC. Subsequently, we constructed a prognostic signature for HCC utilizing these 4 CpG sites, referred to as the HCC Prognostic Signature of Methylation-CpG sites (HPSM). Further investigation revealed an enrichment of immune-related signal pathways in the HPSM-low group, which demonstrated a positive correlation with better survival among HCC patients. Moreover, the methylation of the CpG sites in HPSM was found to be closely linked to drug sensitivity. experiments tentatively confirmed that promoter methylation regulated the expression of BMPER, one of the CpG sites within HPSM. The expression of BMPER was significantly correlated with cell death in the oxidative stress pathway, and overexpression of BMPER effectively inhibited HCC cell proliferation. Consequently, our findings suggest that HPSM is an independent predictive factor and holds promise for accurately predicting the prognosis of HCC patients.</abstract><cop>United States</cop><pub>Impact Journals</pub><pmid>38244582</pmid><doi>10.18632/aging.205454</doi><tpages>17</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1945-4589
ispartof Aging (Albany, NY.), 2024-01, Vol.16 (2), p.1733-1749
issn 1945-4589
1945-4589
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10866447
source MEDLINE; PubMed Central Open Access; EZB-FREE-00999 freely available EZB journals; PubMed Central
subjects Benzoates
Carcinoma, Hepatocellular - genetics
Carrier Proteins
Glycine - analogs & derivatives
Humans
Liver Neoplasms - genetics
Methylation
Prognosis
Research Paper
title Identification and validation of methylation-CpG prognostic signature for prognosis of hepatocellular carcinoma
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-06T07%3A45%3A51IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Identification%20and%20validation%20of%20methylation-CpG%20prognostic%20signature%20for%20prognosis%20of%20hepatocellular%20carcinoma&rft.jtitle=Aging%20(Albany,%20NY.)&rft.au=He,%20Chunmei&rft.date=2024-01-18&rft.volume=16&rft.issue=2&rft.spage=1733&rft.epage=1749&rft.pages=1733-1749&rft.issn=1945-4589&rft.eissn=1945-4589&rft_id=info:doi/10.18632/aging.205454&rft_dat=%3Cproquest_pubme%3E2922448898%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2922448898&rft_id=info:pmid/38244582&rfr_iscdi=true