Integrative Molecular Analysis of Intrahepatic Cholangiocarcinoma Reveals 2 Classes That Have Different Outcomes

被引:558
作者
Sia, Daniela [1 ,2 ]
Hoshida, Yujin [3 ]
Villanueva, Augusto [1 ,4 ]
Roayaie, Sasan [3 ]
Ferrer, Joana [5 ]
Tabak, Barbara [6 ]
Peix, Judit [1 ,4 ]
Sole, Manel [1 ]
Tovar, Victoria [1 ]
Alsinet, Clara [1 ]
Cornella, Helena [1 ]
Klotzle, Brandy [7 ]
Fan, Jian-Bing [7 ]
Cotsoglou, Christian [2 ]
Thung, Swan N. [3 ]
Fuster, Josep [1 ,5 ]
Waxman, Samuel [3 ]
Carlos Garcia-Valdecasas, Juan [5 ]
Bruix, Jordi [1 ,4 ]
Schwartz, Myron E. [3 ]
Beroukhim, Rameen [6 ,8 ]
Mazzaferro, Vincenzo [2 ]
Llovet, Josep M. [1 ,3 ,4 ,9 ]
机构
[1] Univ Barcelona, Hosp Clin, Barcelona Clin Liver Canc Grp,Pathol Dept, HCC Translat Res Lab,Liver Unit,Inst Invest Biome, Barcelona, Catalonia, Spain
[2] Natl Canc Inst, Dept Expt Oncol, Gastrointestinal Surg & Liver Transplantat Unit, I-20133 Milan, Italy
[3] Mt Sinai Sch Med, Recanati Miller Transplantat Inst, Dept Surg Oncol,Mt Sinai Liver Canc Program, Dept Pathol,Tisch Canc Inst,Dept Med,Div Liver Di, New York, NY USA
[4] Inst Salud Carlos III, Ctr Invest Biomed Red Enfermedades Hepat & Digest, Madrid, Spain
[5] Hosp Clin Barcelona, Dept Surg, Barcelona, Catalonia, Spain
[6] Broad Inst, Canc Program, Cambridge, MA USA
[7] Illumina Inc, San Diego, CA USA
[8] Dana Farber Canc Inst, Ctr Canc Genome Discovery, Div Canc Biol, Div Med Oncol, Boston, MA 02115 USA
[9] Inst Catalana Recerca & Estudis Avancats, Barcelona, Catalonia, Spain
关键词
Liver Cancer; Molecular Classification; Whole-Genome Profiling; Prognosis; PROMOTER METHYLATION; GENE; EXPRESSION; BILIARY; CANCER; LIVER; PATHWAY; CLASSIFICATION; IDENTIFICATION; MUTATIONS;
D O I
10.1053/j.gastro.2013.01.001
中图分类号
R57 [消化系及腹部疾病];
学科分类号
100201 [内科学];
摘要
BACKGROUND & AIMS: Cholangiocarcinoma, the second most common liver cancer, can be classified as intrahepatic cholangiocarcinoma (ICC) or extrahepatic cholangiocarcinoma. We performed an integrative genomic analysis of ICC samples from a large series of patients. METHODS: We performed a gene expression profile, high-density single-nucleotide polymorphism array, and mutation analyses using formalin-fixed ICC samples from 149 patients. Associations with clinicopathologic traits and patient outcomes were examined for 119 cases. Class discovery was based on a non-negative matrix factorization algorithm and significant copy number variations were identified by Genomic Identification of Significant Targets in Cancer (GISTIC) analysis. Gene set enrichment analysis was used to identify signaling pathways activated in specific molecular classes of tumors, and to analyze their genomic overlap with hepatocellular carcinoma (HCC). RESULTS: We identified 2 main biological classes of ICC. The inflammation class (38% of ICCs) is characterized by activation of inflammatory signaling pathways, overexpression of cytokines, and STAT3 activation. The proliferation class (62%) is characterized by activation of oncogenic signaling pathways (including RAS, mitogen-activated protein kinase, and MET), DNA amplifications at 11q13.2, deletions at 14q22.1, mutations in KRAS and BRAF, and gene expression signatures previously associated with poor outcomes for patients with HCC. Copy number variation-based clustering was able to refine these molecular groups further. We identified high-level amplifications in 5 regions, including 1p13 (9%) and 11q13.2 (4%), and several focal deletions, such as 9p21.3 (18%) and 14q22.1 (12% in coding regions for the SAV1 tumor suppressor). In a complementary approach, we identified a gene expression signature that was associated with reduced survival times of patients with ICC; this signature was enriched in the proliferation class (P < .001). CONCLUSIONS: We used an integrative genomic analysis to identify 2 classes of ICC. The proliferation class has specific copy number alterations, activation of oncogenic pathways, and is associated with worse outcome. Different classes of ICC, based on molecular features, therefore might require different treatment approaches.
引用
收藏
页码:829 / 840
页数:12
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