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Genomic alterations predictive of poor clinical outcomes in pan-cancer

机译:基因组改变预测泛癌不良临床结局

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摘要

Background: Genomic alterations are highly frequent across cancers, but their prognostic impact is not well characterized in pan-cancer cohorts. Here, we use pan-cancer cohorts from TCGA and MSK-IMPACT to evaluate the associations of common genomic alterations with poor clinical outcome.Materials and Methods: Genomic alterations in commonly altered genes were extracted from Pan-Cancer TCGA and MSK-IMPACT cohorts. Multivariable Cox regression analyses stratified by cancer type defined adjusted hazard ratios (AHRs) for disease-specific survival (DSS), progression-free survival (PFS) and overall survival (OS).Results: Using TCGA we identified 32 mutated genes, and 15 copy number (CN) genes with frequency >= 4% in 9,104 patients across 28 cancers. On UVA, having a TP53-mutations or any mutation in the 31 genes (mut31) were associated with worse PFS (HR: 1.22, p < 0.0001 and HR: 1.1, p = 0.04, respectively) and DSS (HR: 1.38, p < 0.0001, and HR: 1.16, p = 0.03, respectively). CDKN2A, PTEN deletions, and MYC-amplifications were associated with PFS and DSS (p < 0.05 for all).On MVA, including TP53-mutations, mut31, CDKN2A-deletion, PTEN-deletion, and MYC-amplification, all five alterations were independently prognostic of poor PFS and DSS.Similar results were observed in an independent cohort from MSK-IMPACT (n = 7,051) where TP53 was associated with poor OS independent of mut31 and CN alterations in CDKN2A, PTEN, and MYC in primary tumors (p < 0.0001).Conclusions: TP53-mutations, CDKN2A-deletion, PTEN-deletion, and MYC-amplification are independent pan-cancer prognostic genomic alterations.
机译:背景: 基因组改变在癌症中非常频繁,但其预后影响在泛癌队列中尚未得到充分表征。在这里,我们使用来自 TCGA 和 MSK-IMPACT 的泛癌队列来评估常见基因组改变与不良临床结果的关联。材料和方法: 从 Pan-Cancer TCGA 和 MSK-IMPACT 队列中提取常见改变基因的基因组改变。按癌症类型分层的多变量 Cox 回归分析定义了疾病特异性生存期 (DSS)、无进展生存期 (PFS) 和总生存期 (OS) 的调整后风险比 (AHR)。结果: 使用 TCGA,我们在 28 种癌症的 9,104 名患者中鉴定了 32 个突变基因和 15 个拷贝数 (CN) 基因,频率为 >= 4%。在 UVA 上,TP53 突变或 31 个基因 (mut31) 中的任何突变与较差的 PFS (HR: 1.22,p < 0.0001 和 HR: 1.1,p = 0.04) 和 DSS (HR: 1.38,p < 0.0001 和 HR: 1.16,p = 0.03 相关。CDKN2A 、 PTEN 缺失和 MYC 扩增与 PFS 和 DSS 相关 (p < 0.05)。在 MVA 上,包括 TP53 突变、 mut31 、 CDKN2A 缺失、PTEN 缺失和 MYC 扩增,所有 5 种改变都独立地预示着 PFS 和 DSS 不良的预后。在 MSK-IMPACT 的一个独立队列中观察到类似的结果 (n = 7,051),其中 TP53 与原发性肿瘤中 CDKN2A、PTEN 和 MYC 的 mut31 和 CN 改变无关的不良 OS 相关 (p < 0.0001)。结论: TP53 突变、 CDKN2A 缺失、 PTEN 缺失和 MYC 扩增是独立的泛癌预后基因组改变。

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