A novel genomic classification system of gastric cancer via integrating multidimensional genomic characteristics

医学 癌症 拷贝数变化 ARID1A型 转移 外科肿瘤学 个性化医疗 基因 肿瘤科 生物信息学 遗传学 突变 基因组 内科学 生物
作者
Haiyong Wang,Yongfeng Ding,Yanyan Chen,Junjie Jiang,Yiran Chen,Jun Lu,Mei Kong,Fan Mo,Yingying Huang,Wenyi Zhao,Ping Fang,Xiangliu Chen,Xiaodong Teng,Nong Xu,Yimin Lu,Xiongfei Yu,Zhongqi Li,Jing Zhang,Haohao Wang,Xuanwen Bao
出处
期刊:Gastric Cancer [Springer Science+Business Media]
卷期号:24 (6): 1227-1241 被引量:29
标识
DOI:10.1007/s10120-021-01201-9
摘要

Gastric cancer (GC) is one of the leading causes of cancer deaths with high heterogeneity. There is currently a paucity of clinically applicable molecular classification system to guide precise medicine.A total of 70 Chinese patients with GC were included in this study and whole-exome sequencing was performed. Unsupervised clustering was undertaken to identify genomic subgroups, based on mutational signature, copy number variation, neoantigen, clonality, and essential genomic alterations. Subgroups were characterized by clinicopathological factors, molecular features, and prognosis.We identified 32 significantly mutated genes (SMGs), including TP53, ARID1A, PIK3CA, CDH1, and RHOA. Of these, PREX2, PIEZO1, and FSIP2 have not been previously reported in GC. Using a novel genome-based classification method that integrated multidimensional genomic features, we categorized GC into four subtypes with distinct clinical phenotypes and prognosis. Subtype 1, which was predominantly Lauren intestinal type, harbored recurrent TP53 mutation and ERBB2 amplification, high tumor mutation burden (TMB)/tumor neoantigen burden (TNB), and intratumoral heterogeneity, with a liver metastasis tendency. Subtype 2 tended to occur at an elder age, accompanying with frequent TP53 and SYNE1 mutations, high TMB/TNB, and was associated with poor prognosis. Subtype 3 and subtype 4 included patients with mainly diffuse/mixed type tumors, high frequency of peritoneal metastasis, and genomical stability, whereas subtype 4 was associated with a favorable prognosis.By integrating multidimensional genomic characteristics, we proposed a novel genomic classification system of GC associated with clinical phenotypes and provided a new insight to facilitate genome-guided risk stratification and disease management.
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