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Prognostic Value of MUC16 Mutation and Its Correlation with Immunity in Hepatocellular Carcinoma Patients

OBJECTIVE: Identifying gene mutation signatures will enable a better understanding for the occurrence, development, and prognosis of hepatocellular carcinoma (HCC) and provide some potential biomarkers for clinical practice. This study investigated the mutated genes in HCC patients and assessed thei...

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Autores principales: Liu, Bing, Dong, Zhicheng, Lu, Yingzhi, Ma, Jianhua, Ma, Zhaoming, Wang, Hongwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9410786/
https://www.ncbi.nlm.nih.gov/pubmed/36034941
http://dx.doi.org/10.1155/2022/3478861
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author Liu, Bing
Dong, Zhicheng
Lu, Yingzhi
Ma, Jianhua
Ma, Zhaoming
Wang, Hongwei
author_facet Liu, Bing
Dong, Zhicheng
Lu, Yingzhi
Ma, Jianhua
Ma, Zhaoming
Wang, Hongwei
author_sort Liu, Bing
collection PubMed
description OBJECTIVE: Identifying gene mutation signatures will enable a better understanding for the occurrence, development, and prognosis of hepatocellular carcinoma (HCC) and provide some potential biomarkers for clinical practice. This study investigated the mutated genes in HCC patients and assessed their relationship with tumor mutation burden (TMB) and prognosis. METHODS: The somatic mutation annotation format (MAF) document, mRNA expression matrix, and clinical information of HCC patients were obtained from the International Cancer Genome Consortium (ICGC) and the Cancer Genome Atlas (TCGA) database. The differences of TMB between the mutant type and the wild-type genes were detected using the Mann–Whitney U test. The link of gene mutations with prognosis was explored by the Kaplan–Meier analysis. The proportion of 22 immune cells' composition was measured using CIBERSORT algorithm. RESULTS: The two databases screened 16 common mutated genes, which included TP53, TTN, LRP1B, ZFHX4, MUC16, OBSCN, CSMD3, FLG, CSMD1, SYNE1, SPTA1, USH2A, KMT2C, PCLO, HMCN1, and FAT3. After a series of analysis, MUC16 mutation was found to be highly correlated with TMB and was regarded as an independent factor predicting HCC. Furthermore, gene set enrichment analysis (GSEA) indicated that the MUC16 mutation was significantly involved in HCC cell metabolism. CONCLUSIONS: MUC16 mutation seems to be a valuable potential biomarker for HCC development and its overall survival.
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spelling pubmed-94107862022-08-26 Prognostic Value of MUC16 Mutation and Its Correlation with Immunity in Hepatocellular Carcinoma Patients Liu, Bing Dong, Zhicheng Lu, Yingzhi Ma, Jianhua Ma, Zhaoming Wang, Hongwei Evid Based Complement Alternat Med Research Article OBJECTIVE: Identifying gene mutation signatures will enable a better understanding for the occurrence, development, and prognosis of hepatocellular carcinoma (HCC) and provide some potential biomarkers for clinical practice. This study investigated the mutated genes in HCC patients and assessed their relationship with tumor mutation burden (TMB) and prognosis. METHODS: The somatic mutation annotation format (MAF) document, mRNA expression matrix, and clinical information of HCC patients were obtained from the International Cancer Genome Consortium (ICGC) and the Cancer Genome Atlas (TCGA) database. The differences of TMB between the mutant type and the wild-type genes were detected using the Mann–Whitney U test. The link of gene mutations with prognosis was explored by the Kaplan–Meier analysis. The proportion of 22 immune cells' composition was measured using CIBERSORT algorithm. RESULTS: The two databases screened 16 common mutated genes, which included TP53, TTN, LRP1B, ZFHX4, MUC16, OBSCN, CSMD3, FLG, CSMD1, SYNE1, SPTA1, USH2A, KMT2C, PCLO, HMCN1, and FAT3. After a series of analysis, MUC16 mutation was found to be highly correlated with TMB and was regarded as an independent factor predicting HCC. Furthermore, gene set enrichment analysis (GSEA) indicated that the MUC16 mutation was significantly involved in HCC cell metabolism. CONCLUSIONS: MUC16 mutation seems to be a valuable potential biomarker for HCC development and its overall survival. Hindawi 2022-08-18 /pmc/articles/PMC9410786/ /pubmed/36034941 http://dx.doi.org/10.1155/2022/3478861 Text en Copyright © 2022 Bing Liu et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Liu, Bing
Dong, Zhicheng
Lu, Yingzhi
Ma, Jianhua
Ma, Zhaoming
Wang, Hongwei
Prognostic Value of MUC16 Mutation and Its Correlation with Immunity in Hepatocellular Carcinoma Patients
title Prognostic Value of MUC16 Mutation and Its Correlation with Immunity in Hepatocellular Carcinoma Patients
title_full Prognostic Value of MUC16 Mutation and Its Correlation with Immunity in Hepatocellular Carcinoma Patients
title_fullStr Prognostic Value of MUC16 Mutation and Its Correlation with Immunity in Hepatocellular Carcinoma Patients
title_full_unstemmed Prognostic Value of MUC16 Mutation and Its Correlation with Immunity in Hepatocellular Carcinoma Patients
title_short Prognostic Value of MUC16 Mutation and Its Correlation with Immunity in Hepatocellular Carcinoma Patients
title_sort prognostic value of muc16 mutation and its correlation with immunity in hepatocellular carcinoma patients
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9410786/
https://www.ncbi.nlm.nih.gov/pubmed/36034941
http://dx.doi.org/10.1155/2022/3478861
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