Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, 138672, Singapore.
School of Biological Sciences, Nanyang Technological University, Singapore, 637551, Singapore.
Theranostics. 2022 Jun 6;12(10):4703-4717. doi: 10.7150/thno.71676. eCollection 2022.
Hepatocellular carcinoma (HCC) is one of the deadliest cancer types with diverse etiological factors across the world. Although large scale genomic studies have been conducted in different countries, integrative analysis of HCC genomes and ethnic comparison across cohorts are lacking. We first integrated genomes of 1,349 HCC patients from five large cohorts across the world and applied multiple statistical methods in identifying driver genes. Subsequently, we systematically compared HCC genomes and transcriptomes between Asians and Europeans using the TCGA cohort. We identified 29 novel candidate driver genes, many of which are infrequent tumor suppressors driving late-stage tumor progression. When we systematically compared ethnic differences in the genomic landscape between Asian and European HCCs using the TCGA cohort (n = 348), we found little differences in driver frequencies. Through multi-modal integrative analysis, we found higher genomic instability in Asians together with a collection of molecular events ranging from tumor mutation burden (TMB), copy number alterations as well as transcriptomic subtypes segregating distinctively between two ethnic backgrounds. Strikingly, we identified an Asian specific transcriptomic subtype with multiple ethnically enriched genomic alterations, in particular chromosome 16 deletion, leading to a clinically aggressive RNA subgroup unique to Asians. Integrating multi-modal information, we found that survival models predict patient prognosis much better in Asians than in Europeans, demonstrating a higher potential for precision medicine applications in Asia. For the first time, we have uncovered an unprecedented amount of genomic differences segregating distinctively across ethnicities in HCC and highlighted the importance of differential disease biology and management in HCC across ethnic backgrounds.
肝细胞癌(HCC)是全球致死率最高的癌症类型之一,其病因多种多样。尽管在不同国家已经开展了大规模的基因组研究,但 HCC 基因组的综合分析以及队列间的种族比较仍然缺乏。我们首先整合了来自全球五个大型队列的 1349 名 HCC 患者的基因组,并应用多种统计方法鉴定了驱动基因。随后,我们使用 TCGA 队列系统地比较了亚洲人和欧洲人 HCC 的基因组和转录组。我们确定了 29 个新的候选驱动基因,其中许多是罕见的肿瘤抑制基因,驱动晚期肿瘤进展。当我们使用 TCGA 队列(n=348)系统地比较亚洲和欧洲 HCC 之间的种族差异时,我们发现驱动频率差异很小。通过多模态综合分析,我们发现亚洲人的基因组不稳定性更高,同时存在一系列分子事件,包括肿瘤突变负荷(TMB)、拷贝数改变以及转录组亚型,这些事件在两种种族背景下明显不同。引人注目的是,我们鉴定了一个亚洲特有的转录组亚型,该亚型具有多个种族特异性的基因组改变,特别是 16 号染色体缺失,导致亚洲人特有的一种具有侵袭性的 RNA 亚群。整合多模态信息,我们发现生存模型在亚洲人预测患者预后方面比在欧洲人更好,这表明在亚洲,精准医学应用的潜力更高。我们首次揭示了 HCC 中不同种族之间存在前所未有的基因组差异,并强调了在不同种族背景下 HCC 疾病生物学和管理的差异性的重要性。