PALB2
同源重组
前列腺癌
癌症研究
癌变
杂合子丢失
生物
乳腺癌
支票2
PARP抑制剂
卵巢癌
癌症
DNA修复
雷达51
基因组
基因
非同源性末端接合
重组
遗传学
医学
计算生物学
作者
Luan Nguyen,John W.M. Martens,Arne Van Hoeck,Edwin Cuppen
标识
DOI:10.1038/s41467-020-19406-4
摘要
Homologous recombination deficiency (HRD) results in impaired double strand break repair and is a frequent driver of tumorigenesis. Here, we develop a genome-wide mutational scar-based pan-cancer Classifier of HOmologous Recombination Deficiency (CHORD) that can discriminate BRCA1- and BRCA2-subtypes. Analysis of a metastatic (n = 3,504) and primary (n = 1,854) pan-cancer cohort reveals that HRD is most frequent in ovarian and breast cancer, followed by pancreatic and prostate cancer. We identify biallelic inactivation of BRCA1, BRCA2, RAD51C or PALB2 as the most common genetic cause of HRD, with RAD51C and PALB2 inactivation resulting in BRCA2-type HRD. We find that while the specific genetic cause of HRD is cancer type specific, biallelic inactivation is predominantly associated with loss-of-heterozygosity (LOH), with increased contribution of deep deletions in prostate cancer. Our results demonstrate the value of pan-cancer genomics-based HRD testing and its potential diagnostic value for patient stratification towards treatment with e.g. poly ADP-ribose polymerase inhibitors (PARPi). Cancers deficient in homologous recombination can benefit from treatment with poly ADP-ribose polymerase (PARP) inhibitors. Here, the authors generated a classifier that can predict homologous recombination deficiency from genomic data and suggest several cancer types that may benefit from PARP inhibitor treatment.
科研通智能强力驱动
Strongly Powered by AbleSci AI