{"title":"Pan-Cancer Genetic Analysis of Mitochondrial DNA Repair Gene Set","authors":"Angela Dong, Ayana Meegol Rasteh, Hengrui Liu","doi":"10.1101/2024.09.14.613048","DOIUrl":null,"url":null,"abstract":"Background: The mitochondrial DNA repair has gained attention for its potential impact on pan-cancer genetic analysis. This study investigates the clinical relevance of mitochondrial DNA repair genes: PARP1, DNA 2, PRIMPOL, TP53, MGME1. Methods: Using multi-omics profiling data and Gene Set Cancer Analysis (GSCA) with normalized SEM mRNA expression, this research analyzes differential expression, gene mutation, and drug correlation. Results: TP53 was the most commonly mutated mitochondrial-related gene in cancer, with UCS and OV having the highest mutation rates. CPG mutations linked to lowest survival rates. Breast cancer, with various subtypes, was potentially influenced by mitochondrial DNA repair genes. ACC was shown to be high in gene survival analysis. BRCA, USC, LUCS, COAD, and OV showed CNV levels impacting survival. A negative gene expression-methylation correlation was observed and was weakest in KIRC. Mitochondrial DNA repair genes were linked to Cell cycle_A activation. A weak correlation was found between immune infiltration and mitochondrial genes. Few drug compounds were shown to be affected by mitochondrial-related genes. Conclusion: Understanding mitochondrial-related genes could redefine cancer diagnosis, and prognosis, and serve as therapeutic biomarkers, potentially altering cancer cell behavior and treatment outcomes.","PeriodicalId":501307,"journal":{"name":"bioRxiv - Bioinformatics","volume":"138 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"bioRxiv - Bioinformatics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.09.14.613048","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Background: The mitochondrial DNA repair has gained attention for its potential impact on pan-cancer genetic analysis. This study investigates the clinical relevance of mitochondrial DNA repair genes: PARP1, DNA 2, PRIMPOL, TP53, MGME1. Methods: Using multi-omics profiling data and Gene Set Cancer Analysis (GSCA) with normalized SEM mRNA expression, this research analyzes differential expression, gene mutation, and drug correlation. Results: TP53 was the most commonly mutated mitochondrial-related gene in cancer, with UCS and OV having the highest mutation rates. CPG mutations linked to lowest survival rates. Breast cancer, with various subtypes, was potentially influenced by mitochondrial DNA repair genes. ACC was shown to be high in gene survival analysis. BRCA, USC, LUCS, COAD, and OV showed CNV levels impacting survival. A negative gene expression-methylation correlation was observed and was weakest in KIRC. Mitochondrial DNA repair genes were linked to Cell cycle_A activation. A weak correlation was found between immune infiltration and mitochondrial genes. Few drug compounds were shown to be affected by mitochondrial-related genes. Conclusion: Understanding mitochondrial-related genes could redefine cancer diagnosis, and prognosis, and serve as therapeutic biomarkers, potentially altering cancer cell behavior and treatment outcomes.
背景:线粒体 DNA 修复因其对泛癌症基因分析的潜在影响而备受关注。本研究调查了线粒体 DNA 修复基因的临床相关性:PARP1、DNA 2、PRIMPOL、TP53、MGME1。研究方法本研究利用多组学剖析数据和基因组癌症分析(GSCA)与归一化 SEM mRNA 表达,分析差异表达、基因突变和药物相关性。结果发现TP53是癌症中最常见的线粒体相关基因突变,其中UCS和OV的突变率最高。CPG突变与最低生存率有关。不同亚型的乳腺癌可能受到线粒体 DNA 修复基因的影响。在基因存活率分析中,ACC 的存活率较高。BRCA、USC、LUCS、COAD和OV显示出影响生存的CNV水平。基因表达与甲基化呈负相关,KIRC的相关性最弱。线粒体 DNA 修复基因与细胞周期_A 的激活有关。免疫渗透与线粒体基因之间存在微弱的相关性。很少有药物化合物对线粒体相关基因产生影响。结论了解线粒体相关基因可重新定义癌症诊断和预后,并可作为治疗生物标志物,从而有可能改变癌细胞行为和治疗效果。