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IENO2/I as a Biomarker Regulating Energy Metabolism to Promote Tumor Progression in Clear Cell Renal Cell Carcinoma
Background: Clear cell renal cell carcinoma (ccRCC) is the most common and metastatic type of renal cell carcinoma. Despite significant advancements, the current diagnostic biomarkers for ccRCC lack the desired specificity and sensitivity, necessitating the identification of novel biomarkers and elu...
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Published in: | Biomedicines 2023-09, Vol.11 (9) |
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creator | Shi, Jian Miao, Daojia Lv, Qingyang Tan, Diaoyi Xiong, Zhiyong Zhang, Xiaoping |
description | Background: Clear cell renal cell carcinoma (ccRCC) is the most common and metastatic type of renal cell carcinoma. Despite significant advancements, the current diagnostic biomarkers for ccRCC lack the desired specificity and sensitivity, necessitating the identification of novel biomarkers and elucidation of their underlying mechanisms. Methods: Three gene expression profile datasets were obtained from the GEO database, and differentially expressed genes (DEGs) were screened. Gene Ontology and KEGG pathway analysis were conducted in ccRCC. To clarify the diagnosis and prognostic role of ENO2, Kaplan–Meier analysis and Cox proportional hazards regression analysis were performed. Functional experiments were also carried out to verify the significant role of ENO2 in ccRCC. Finally, tumor mutational burden analysis was utilized to investigate the potential role of ENO2 in gene mutations in ccRCC. Results: The study showed that ENO2 is a potential biomarker for the diagnosis of ccRCC and can independently predict the clinical prognosis of ccRCC. Furthermore, we found that ENO2 can promote the occurrence and progression of ccRCC by affecting the glycolysis level of cells through the “Warburg effect”. Conclusions: These findings provide new theories for the occurrence and development of ccRCC and can help formulate new strategies for its diagnosis and treatment. |
doi_str_mv | 10.3390/biomedicines11092499 |
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Despite significant advancements, the current diagnostic biomarkers for ccRCC lack the desired specificity and sensitivity, necessitating the identification of novel biomarkers and elucidation of their underlying mechanisms. Methods: Three gene expression profile datasets were obtained from the GEO database, and differentially expressed genes (DEGs) were screened. Gene Ontology and KEGG pathway analysis were conducted in ccRCC. To clarify the diagnosis and prognostic role of ENO2, Kaplan–Meier analysis and Cox proportional hazards regression analysis were performed. Functional experiments were also carried out to verify the significant role of ENO2 in ccRCC. Finally, tumor mutational burden analysis was utilized to investigate the potential role of ENO2 in gene mutations in ccRCC. Results: The study showed that ENO2 is a potential biomarker for the diagnosis of ccRCC and can independently predict the clinical prognosis of ccRCC. Furthermore, we found that ENO2 can promote the occurrence and progression of ccRCC by affecting the glycolysis level of cells through the “Warburg effect”. Conclusions: These findings provide new theories for the occurrence and development of ccRCC and can help formulate new strategies for its diagnosis and treatment.</description><identifier>ISSN: 2227-9059</identifier><identifier>EISSN: 2227-9059</identifier><identifier>DOI: 10.3390/biomedicines11092499</identifier><language>eng</language><publisher>MDPI AG</publisher><subject>Carcinoma, Renal cell ; Gene expression ; Gene mutations ; Genes ; Glucose metabolism</subject><ispartof>Biomedicines, 2023-09, Vol.11 (9)</ispartof><rights>COPYRIGHT 2023 MDPI AG</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Shi, Jian</creatorcontrib><creatorcontrib>Miao, Daojia</creatorcontrib><creatorcontrib>Lv, Qingyang</creatorcontrib><creatorcontrib>Tan, Diaoyi</creatorcontrib><creatorcontrib>Xiong, Zhiyong</creatorcontrib><creatorcontrib>Zhang, Xiaoping</creatorcontrib><title>IENO2/I as a Biomarker Regulating Energy Metabolism to Promote Tumor Progression in Clear Cell Renal Cell Carcinoma</title><title>Biomedicines</title><description>Background: Clear cell renal cell carcinoma (ccRCC) is the most common and metastatic type of renal cell carcinoma. Despite significant advancements, the current diagnostic biomarkers for ccRCC lack the desired specificity and sensitivity, necessitating the identification of novel biomarkers and elucidation of their underlying mechanisms. Methods: Three gene expression profile datasets were obtained from the GEO database, and differentially expressed genes (DEGs) were screened. Gene Ontology and KEGG pathway analysis were conducted in ccRCC. To clarify the diagnosis and prognostic role of ENO2, Kaplan–Meier analysis and Cox proportional hazards regression analysis were performed. Functional experiments were also carried out to verify the significant role of ENO2 in ccRCC. Finally, tumor mutational burden analysis was utilized to investigate the potential role of ENO2 in gene mutations in ccRCC. Results: The study showed that ENO2 is a potential biomarker for the diagnosis of ccRCC and can independently predict the clinical prognosis of ccRCC. Furthermore, we found that ENO2 can promote the occurrence and progression of ccRCC by affecting the glycolysis level of cells through the “Warburg effect”. Conclusions: These findings provide new theories for the occurrence and development of ccRCC and can help formulate new strategies for its diagnosis and treatment.</description><subject>Carcinoma, Renal cell</subject><subject>Gene expression</subject><subject>Gene mutations</subject><subject>Genes</subject><subject>Glucose metabolism</subject><issn>2227-9059</issn><issn>2227-9059</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid/><recordid>eNptTsFOwzAMjRBITGN_wCES525N0ibLcVSDTRoMod0nt3WrQJpISXfg78k0DjvwfPCz_fxsQh5ZPhdC54va-AFb0xiHkbFc80LrGzLhnKtM56W-veL3ZBbjV56gmViyYkLidv2-54sthUiBPicvCN8Y6Cf2JwujcT1dOwz9D33DEWpvTRzo6OlH8IMfkR5Ogw_nqg8Yo_GOGkcrixBohdYmHwf2QisI6cl04IHcdWAjzv7ylBxe1odqk-32r9tqtct6qWTGGqlKplomu1oUnSgFSInQlroploA6zYSqdadZWaTOGYUC1nKWBk3NxZQ8XWx7sHg0rvNjgGYwsTmulJSaS72USTX_R5WixcE03mFnUv9q4RewyG6D</recordid><startdate>20230901</startdate><enddate>20230901</enddate><creator>Shi, Jian</creator><creator>Miao, Daojia</creator><creator>Lv, Qingyang</creator><creator>Tan, Diaoyi</creator><creator>Xiong, Zhiyong</creator><creator>Zhang, Xiaoping</creator><general>MDPI AG</general><scope/></search><sort><creationdate>20230901</creationdate><title>IENO2/I as a Biomarker Regulating Energy Metabolism to Promote Tumor Progression in Clear Cell Renal Cell Carcinoma</title><author>Shi, Jian ; Miao, Daojia ; Lv, Qingyang ; Tan, Diaoyi ; Xiong, Zhiyong ; Zhang, Xiaoping</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-g676-1c67517d16fb34f353a66ead59c48ae951737b9f9154c48888847a1d21173cb23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Carcinoma, Renal cell</topic><topic>Gene expression</topic><topic>Gene mutations</topic><topic>Genes</topic><topic>Glucose metabolism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shi, Jian</creatorcontrib><creatorcontrib>Miao, Daojia</creatorcontrib><creatorcontrib>Lv, Qingyang</creatorcontrib><creatorcontrib>Tan, Diaoyi</creatorcontrib><creatorcontrib>Xiong, Zhiyong</creatorcontrib><creatorcontrib>Zhang, Xiaoping</creatorcontrib><jtitle>Biomedicines</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shi, Jian</au><au>Miao, Daojia</au><au>Lv, Qingyang</au><au>Tan, Diaoyi</au><au>Xiong, Zhiyong</au><au>Zhang, Xiaoping</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>IENO2/I as a Biomarker Regulating Energy Metabolism to Promote Tumor Progression in Clear Cell Renal Cell Carcinoma</atitle><jtitle>Biomedicines</jtitle><date>2023-09-01</date><risdate>2023</risdate><volume>11</volume><issue>9</issue><issn>2227-9059</issn><eissn>2227-9059</eissn><abstract>Background: Clear cell renal cell carcinoma (ccRCC) is the most common and metastatic type of renal cell carcinoma. Despite significant advancements, the current diagnostic biomarkers for ccRCC lack the desired specificity and sensitivity, necessitating the identification of novel biomarkers and elucidation of their underlying mechanisms. Methods: Three gene expression profile datasets were obtained from the GEO database, and differentially expressed genes (DEGs) were screened. Gene Ontology and KEGG pathway analysis were conducted in ccRCC. To clarify the diagnosis and prognostic role of ENO2, Kaplan–Meier analysis and Cox proportional hazards regression analysis were performed. Functional experiments were also carried out to verify the significant role of ENO2 in ccRCC. Finally, tumor mutational burden analysis was utilized to investigate the potential role of ENO2 in gene mutations in ccRCC. Results: The study showed that ENO2 is a potential biomarker for the diagnosis of ccRCC and can independently predict the clinical prognosis of ccRCC. Furthermore, we found that ENO2 can promote the occurrence and progression of ccRCC by affecting the glycolysis level of cells through the “Warburg effect”. Conclusions: These findings provide new theories for the occurrence and development of ccRCC and can help formulate new strategies for its diagnosis and treatment.</abstract><pub>MDPI AG</pub><doi>10.3390/biomedicines11092499</doi></addata></record> |
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subjects | Carcinoma, Renal cell Gene expression Gene mutations Genes Glucose metabolism |
title | IENO2/I as a Biomarker Regulating Energy Metabolism to Promote Tumor Progression in Clear Cell Renal Cell Carcinoma |
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