A colorectal cancer classification system that associates cellular phenotype and responses to therapy

西妥昔单抗 结直肠癌 癌症研究 医学 Wnt信号通路 疾病 表型 癌症 肿瘤科 生物 生物信息学 内科学 基因 生物化学
作者
Anguraj Sadanandam,Costas A. Lyssiotis,Krisztián Homicskó,Eric A. Collisson,William J. Gibb,Stephan Wullschleger,Liliane C Gonzalez Ostos,William A Lannon,Carsten Grötzinger,Maguy Del Rio,Benoît Lhermitte,Adam B. Olshen,Bertram Wiedenmann,Lewis C. Cantley,Joe W. Gray,Douglas Hanahan
出处
期刊:Nature Medicine [Nature Portfolio]
卷期号:19 (5): 619-625 被引量:876
标识
DOI:10.1038/nm.3175
摘要

Gene-expression profiles from over 1,000 colorectal tumors define six subtypes with specific phenotypical features, responses to therapy and clinical progression. Colorectal cancer (CRC) is a major cause of cancer mortality. Whereas some patients respond well to therapy, others do not, and thus more precise, individualized treatment strategies are needed. To that end, we analyzed gene expression profiles from 1,290 CRC tumors using consensus-based unsupervised clustering. The resultant clusters were then associated with therapeutic response data to the epidermal growth factor receptor–targeted drug cetuximab in 80 patients. The results of these studies define six clinically relevant CRC subtypes. Each subtype shares similarities to distinct cell types within the normal colon crypt and shows differing degrees of 'stemness' and Wnt signaling. Subtype-specific gene signatures are proposed to identify these subtypes. Three subtypes have markedly better disease-free survival (DFS) after surgical resection, suggesting these patients might be spared from the adverse effects of chemotherapy when they have localized disease. One of these three subtypes, identified by filamin A expression, does not respond to cetuximab but may respond to cMET receptor tyrosine kinase inhibitors in the metastatic setting. Two other subtypes, with poor and intermediate DFS, associate with improved response to the chemotherapy regimen FOLFIRI1 in adjuvant or metastatic settings. Development of clinically deployable assays for these subtypes and of subtype-specific therapies may contribute to more effective management of this challenging disease.

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