Chae Young Kwang, Anker Jonathan F, Carneiro Benedito A, Chandra Sunandana, Kaplan Jason, Kalyan Aparna, Santa-Maria Cesar A, Platanias Leonidas C, Giles Francis J
Northwestern Medicine Developmental Therapeutics Institute, Chicago, IL, USA.
Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL, USA.
Oncotarget. 2016 Apr 26;7(17):23312-21. doi: 10.18632/oncotarget.8196.
DNA repair genes are frequently mutated in cancer, yet limited data exist regarding the overall genomic landscape and functional implications of these alterations in their entirety. We created comprehensive lists of DNA repair genes and indirect caretakers. Mutation, copy number variation (CNV), and expression frequencies of these genes were analyzed in COSMIC. Mutation co-occurrence, clinical outcomes, and mutation burden were analyzed in TCGA. We report the 20 genes most frequently with mutations (n > 19,689 tumor samples for each gene), CNVs (n > 1,556), or up- or down-regulated (n = 7,998). Mutual exclusivity was observed as no genes displayed both high CNV gain and loss or high up- and down-regulation, and CNV gain and loss positively correlated with up- and down-regulation, respectively. Co-occurrence of mutations differed between cancers, and mutations in many DNA repair genes were associated with higher total mutation burden. Mutation and CNV frequencies offer insights into which genes may play tumor suppressive or oncogenic roles, such as NEIL2 and RRM2B, respectively. Mutual exclusivities within CNV and expression frequencies, and correlations between CNV and expression, support the functionality of these genomic alterations. This study provides comprehensive lists of candidate genes as potential biomarkers for genomic instability, novel therapeutic targets, or predictors of immunotherapy efficacy.
DNA修复基因在癌症中经常发生突变,但关于这些改变的整体基因组格局及其功能影响的现有数据有限。我们创建了DNA修复基因和间接守护者的综合列表。在COSMIC中分析了这些基因的突变、拷贝数变异(CNV)和表达频率。在TCGA中分析了突变共现、临床结果和突变负担。我们报告了最常发生突变(每个基因n>19,689个肿瘤样本)、CNV(n>1,556)或上调或下调(n = 7,998)的20个基因。观察到相互排斥性,因为没有基因同时显示出高CNV增加和缺失或高上调和下调,并且CNV增加和缺失分别与上调和下调呈正相关。不同癌症之间的突变共现情况不同,许多DNA修复基因中的突变与更高的总突变负担相关。突变和CNV频率有助于深入了解哪些基因可能分别发挥肿瘤抑制或致癌作用,例如NEIL2和RRM2B。CNV和表达频率之间的相互排斥性以及CNV与表达之间的相关性,支持了这些基因组改变的功能性。本研究提供了候选基因的综合列表,作为基因组不稳定的潜在生物标志物、新的治疗靶点或免疫治疗疗效的预测指标。