Zhang Shaojun, Yuan Yuan, Hao Dapeng
College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, P.R. China.
College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, P.R. China; Department of Gynecology and Obstetrics, The Forth Affiliated Hospital of Harbin Medical University, Department of Gynecology and Obstetrics, Harbin 150081, P.R. China.
PLoS One. 2014 Dec 1;9(12):e113169. doi: 10.1371/journal.pone.0113169. eCollection 2014.
Detecting mutation in BRCA1/2 is a generally accepted strategy for screening ovarian cancers that have impaired homologous recombination (HR) ability and improved sensitivity to PARP inhibitor. However, a substantial subset of BRCA-mutant ovarian cancer patients shows less impaired or unimpaired HR ability, resulting in nonequivalent outcome after ovarian cancer development. We hypothesize that genomic instability provides a lifetime record of DNA repair deficiency and predicts ovarian cancer outcome. Based on the multi-dimensional TCGA ovarian cancer data, we developed a biological rationale-driven genomic instability score integrating somatic mutation and copy number change in a tumor genome. The score successfully divided BRCA-mutant ovarian tumors into cases of significantly improved outcome and cases of unimproved outcome. The score was also capable of discriminating HR-deficiency indicated by BRCA1 epigenetically silencing, EMSY amplification and homozygous deletion of core HR genes. We further found that the score was positively correlated with the complete response rate of chemotherapy and the rate of platinum-sensitivity, and predicted improved outcome of ovarian cancer, regardless of BRCA-mutation status. The score may have important value in outcome prediction and clinical trial design.
检测BRCA1/2基因的突变是一种普遍认可的策略,用于筛查同源重组(HR)能力受损且对PARP抑制剂敏感性提高的卵巢癌。然而,相当一部分BRCA突变的卵巢癌患者显示出HR能力受损较轻或未受损,导致卵巢癌发生后的结果不一致。我们假设基因组不稳定性提供了DNA修复缺陷的终生记录,并可预测卵巢癌的预后。基于多维的TCGA卵巢癌数据,我们开发了一种基于生物学原理驱动的基因组不稳定性评分,该评分整合了肿瘤基因组中的体细胞突变和拷贝数变化。该评分成功地将BRCA突变的卵巢肿瘤分为预后显著改善的病例和未改善的病例。该评分还能够区分由BRCA1表观遗传沉默、EMSY扩增和核心HR基因纯合缺失所表明的HR缺陷。我们进一步发现,该评分与化疗的完全缓解率和铂敏感性率呈正相关,并且无论BRCA突变状态如何,都能预测卵巢癌的预后改善。该评分在预后预测和临床试验设计中可能具有重要价值。