201. Identification of Molecular Subtypes of Gastric Cancer With Different Responses to PI3-Kinase Inhibitors and 5-Fluorouracil
- Author
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Kakoli Das, Iain Beehuat Tan, Shenli Zhang, Steven G. Rozen, Clarinda Chua, Alex Boussioutas, Zhengdeng Lei, Zhu Feng, Tony Kiat Hon Lim, Chia Huey Ooi, Elisabeth Tan, Minghui Lee, Hermioni Zouridis, Liang Kee Goh, Niantao Deng, Horst Flotow, Jimmy Bok Yan So, Sravanthy Manesh, Sharon Pattison, Anna Ngo, Yeoh Khay Guan, Bin Tean Teh, Tatiana Ivanova, Patrick Tan, and Jeanie Wu
- Subjects
Population ,Antineoplastic Agents ,Adenocarcinoma ,Biology ,Bioinformatics ,Stomach Neoplasms ,Cancer stem cell ,Cell Line, Tumor ,Biomarkers, Tumor ,medicine ,Carcinoma ,Cluster Analysis ,Humans ,Stomach cancer ,education ,Genetic Association Studies ,Aged ,Phosphoinositide-3 Kinase Inhibitors ,Retrospective Studies ,Epigenomics ,education.field_of_study ,Models, Statistical ,Hepatology ,TOR Serine-Threonine Kinases ,Gastroenterology ,Bayes Theorem ,Middle Aged ,medicine.disease ,Survival Analysis ,Gene Expression Regulation, Neoplastic ,Treatment Outcome ,Cancer cell ,Cancer research ,Regression Analysis ,Fluorouracil ,Stem cell ,Proto-Oncogene Proteins c-akt - Abstract
Background & Aims Almost all gastric cancers are adenocarcinomas, which have considerable heterogeneity among patients. We sought to identify subtypes of gastric adenocarcinomas with particular biological properties and responses to chemotherapy and targeted agents. Methods We compared gene expression patterns among 248 gastric tumors; using a robust method of unsupervised clustering, consensus hierarchical clustering with iterative feature selection, we identified 3 major subtypes. We developed a classifier for these subtypes and validated it in 70 tumors from a different population. We identified distinct genomic and epigenomic properties of the subtypes. We determined drug sensitivities of the subtypes in primary tumors using clinical survival data, and in cell lines through high-throughput drug screening. Results We identified 3 subtypes of gastric adenocarcinoma: proliferative, metabolic, and mesenchymal. Tumors of the proliferative subtype had high levels of genomic instability, TP53 mutations, and DNA hypomethylation. Cancer cells of the metabolic subtype were more sensitive to 5-fluorouracil than the other subtypes. Furthermore, in 2 independent groups of patients, those with tumors of the metabolic subtype appeared to have greater benefits with 5-fluorouracil treatment. Tumors of the mesenchymal subtype contain cells with features of cancer stem cells, and cell lines of this subtype are particularly sensitive to phosphatidylinositol 3-kinase−AKT−mTOR inhibitors in vitro. Conclusions Based on gene expression patterns, we classified gastric cancers into 3 subtypes, and validated these in an independent set of tumors. The subgroups have differences in molecular and genetic features and response to therapy; this information might be used to select specific treatment approaches for patients with gastric cancer.
- Published
- 2013
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