Hoang Tuyen, Ganesan Anand K, Hiyama Darryl, Dayyani Farshid
Institute for Clinical and Translational Research, University of California in Irvine, Irvine, CA, USA.
Department of Dermatology, University of California in Irvine, Irvine, CA, USA.
J Gastrointest Oncol. 2020 Feb;11(1):45-54. doi: 10.21037/jgo.2019.12.06.
Genetic analysis of gastrointestinal malignancies shows a great number of mutations. Most mutations found in gastric tumors are also found in colorectal and esophageal tumors. The challenge remains to identify mutations that distinguish gastric from colorectal and esophageal cancers. Using open-access cancer genomics data, we sought to identify mutations that accounted for the unique phenotypic features of gastric tumors.
Thirteen cancer genomics datasets with demographic, clinical, and genetic variables were analyzed. Pathologic stage and histology were compared between subjects with and without a specific mutated gene using two-sample t-tests, adjusted for multiple gene testing. Sequence convergence and functional impact of genetic mutations were analyzed using permutation test and PolyPhen-2 score.
Analysis included 1,915 subjects with valid pathologic stage and histology. Mean age was 68 years (SD =10). About 54% were female. The most common race was Caucasian (37%) while minorities were rare with high rates of missing data (44%). Pathologic stage: 20% stage I, 35% stage II, 31% stage III, and 14% stage IV. Anatomical location: 30% gastric, 59% colorectal, and 11% esophageal. Histology of gastric cancer: 61% intestinal, 23% diffuse, 15% mixed, and 1% missing. Two mutated genes-, -distinguished gastric from colorectal and esophageal tumors. These mutations were highly specific to diffuse histology and advanced stages of gastric tumors and recurrent in transcribed regions known to impact protein functions.
and regulate cell-cell adhesion which is vital to cell growth and proliferation. Identification of these potential driver mutations is critical to better define therapeutic vulnerabilities for the rational design of gastric cancer therapies.
胃肠道恶性肿瘤的基因分析显示存在大量突变。在胃肿瘤中发现的大多数突变也见于结直肠和食管肿瘤。鉴别胃肿瘤与结直肠和食管癌的突变仍是一项挑战。利用开放获取的癌症基因组学数据,我们试图鉴定出可解释胃肿瘤独特表型特征的突变。
分析了13个包含人口统计学、临床和基因变量的癌症基因组学数据集。使用双样本t检验比较有或无特定突变基因的受试者之间的病理分期和组织学,并针对多重基因检测进行了校正。使用置换检验和PolyPhen-2评分分析基因突变的序列趋同和功能影响。
分析纳入了1915名具有有效病理分期和组织学的受试者。平均年龄为68岁(标准差=10)。约54%为女性。最常见的种族是白种人(37%),而少数族裔罕见且数据缺失率高(44%)。病理分期:20%为I期,35%为II期,31%为III期,14%为IV期。解剖部位:30%为胃,59%为结直肠,11%为食管。胃癌组织学类型:61%为肠型,23%为弥漫型,15%为混合型,1%数据缺失。两个突变基因——将胃肿瘤与结直肠和食管肿瘤区分开来。这些突变对弥漫型组织学和胃肿瘤晚期具有高度特异性,且在已知影响蛋白质功能的转录区域反复出现。
和 调节细胞间黏附,这对细胞生长和增殖至关重要。鉴定这些潜在的驱动突变对于更好地界定治疗脆弱性以合理设计胃癌治疗方案至关重要。