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

被引:769
作者
Sadanandam, Anguraj [1 ,2 ]
Lyssiotis, Costas A. [3 ,4 ]
Homicsko, Krisztian [2 ,5 ]
Collisson, Eric A. [6 ]
Gibb, William J. [7 ]
Wullschleger, Stephan [2 ]
Ostos, Liliane C. Gonzalez [2 ]
Lannon, William A. [3 ]
Grotzinger, Carsten [8 ]
Del Rio, Maguy [9 ]
Lhermitte, Benoit [10 ]
Olshen, Adam B. [11 ,12 ]
Wiedenmann, Bertram [8 ]
Cantley, Lewis C. [3 ,4 ]
Gray, Joe W. [13 ]
Hanahan, Douglas [2 ]
机构
[1] Swiss Inst Bioinformat, Lausanne, Switzerland
[2] Swiss Fed Inst Technol Lausanne EPFL, Swiss Inst Expt Canc Res, Lausanne, Switzerland
[3] Beth Israel Deaconess Med Ctr, Dept Med, Div Signal Transduct, Boston, MA 02215 USA
[4] Harvard Univ, Sch Med, Dept Syst Biol, Boston, MA USA
[5] CHU Vaudois, Dept Oncol, Med Oncol Serv, Lausanne, Switzerland
[6] Univ Calif San Francisco, Div Hematol & Oncol, San Francisco, CA 94143 USA
[7] Gen Hlth, Redwood City, CA USA
[8] Univ Med Berlin, Dept Gastroenterol & Hepatol, Charite, Berlin, Germany
[9] Univ Montpellier, Ctr Reg Lutte Canc Val Aurelle Paul Lamarque, Inst Rech Cancerol Montpellier, Inst Natl Sante & Rech Med,U896, F-34059 Montpellier, France
[10] Univ Inst Pathol, CHUV, Lausanne, Switzerland
[11] Univ Calif San Francisco, Dept Epidemiol & Biostatist, San Francisco, CA 94143 USA
[12] Univ Calif San Francisco, Helen Diller Comprehens Canc Ctr, San Francisco, CA USA
[13] Oregon Hlth & Sci Univ, Dept Biomed Engn, Portland, OR 97201 USA
基金
美国国家卫生研究院; 瑞士国家科学基金会;
关键词
III COLON-CANCER; GENE-EXPRESSION; ADJUVANT TREATMENT; IRINOTECAN; CETUXIMAB; SUBTYPES; TUMORIGENESIS; LEUCOVORIN; SIGNATURES; DIAGNOSIS;
D O I
10.1038/nm.3175
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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 'sternness' and Wnt signaling. Subtype-specific gene signatures are proposed to identify these subtypes. Three subtypes have markedly better disease-free survival (DES) 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.
引用
收藏
页码:619 / 625
页数:7
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