Rare Cancers Genomics Team, Genomic Epidemiology Branch, International Agency for Research on Cancer/World Health Organization, Lyon, France.
Department of Medicine, Stanford University, Stanford, CA, USA.
Nat Genet. 2023 Apr;55(4):607-618. doi: 10.1038/s41588-023-01321-1. Epub 2023 Mar 16.
Malignant pleural mesothelioma (MPM) is an aggressive cancer with rising incidence and challenging clinical management. Through a large series of whole-genome sequencing data, integrated with transcriptomic and epigenomic data using multiomics factor analysis, we demonstrate that the current World Health Organization classification only accounts for up to 10% of interpatient molecular differences. Instead, the MESOMICS project paves the way for a morphomolecular classification of MPM based on four dimensions: ploidy, tumor cell morphology, adaptive immune response and CpG island methylator profile. We show that these four dimensions are complementary, capture major interpatient molecular differences and are delimited by extreme phenotypes that-in the case of the interdependent tumor cell morphology and adapted immune response-reflect tumor specialization. These findings unearth the interplay between MPM functional biology and its genomic history, and provide insights into the variations observed in the clinical behavior of patients with MPM.
恶性胸膜间皮瘤(MPM)是一种侵袭性癌症,发病率不断上升,临床管理极具挑战性。通过一系列大规模全基因组测序数据,并结合转录组学和表观基因组学数据进行多组学因子分析,我们证明目前的世界卫生组织分类仅能解释高达 10%的患者间分子差异。相反,MESOMICS 项目为基于四个维度的 MPM 形态分子分类铺平了道路:ploidy、肿瘤细胞形态、适应性免疫反应和 CpG 岛甲基化谱。我们表明,这四个维度是互补的,可捕获主要的患者间分子差异,并由极端表型来限定,在肿瘤细胞形态和适应性免疫反应相互依赖的情况下,这些表型反映了肿瘤的特化。这些发现揭示了 MPM 功能生物学与其基因组历史之间的相互作用,并为 MPM 患者临床行为中观察到的变化提供了深入的见解。