Integrative genomic analysis of mouse and human hepatocellular carcinoma

被引:67
|
作者
Dow, Michelle [1 ,2 ,3 ]
Pyke, Rachel M. [1 ,2 ]
Tsui, Brian Y. [1 ,2 ]
Alexandrov, Ludmil B. [4 ,5 ,6 ]
Nakagawa, Hayato [7 ]
Taniguchi, Koji [8 ,9 ,10 ,11 ]
Seki, Ekihiro [12 ,13 ]
Harismendy, Olivier [3 ,6 ,13 ]
Shalapour, Shabnam [8 ,9 ,10 ]
Karin, Michael [8 ,9 ,10 ]
Carter, Hannah [1 ,6 ,14 ]
Font-Burgada, Joan [15 ]
机构
[1] Univ Calif San Diego, Dept Med, Div Med Genet, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
[3] Univ Calif San Diego, Sch Med, Dept Biomed Informat, Hlth Sci, La Jolla, CA 92093 USA
[4] Univ Calif San Diego, Dept Cellular & Mol Med, La Jolla, CA 92093 USA
[5] Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
[6] Univ Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USA
[7] Univ Tokyo, Grad Sch Med, Dept Gastroenterol, Tokyo 1138655, Japan
[8] Univ Calif San Diego, Sch Med, Lab Gene Regulat & Signal Transduct, La Jolla, CA 92093 USA
[9] Univ Calif San Diego, Sch Med, Dept Pharmacol, La Jolla, CA 92093 USA
[10] Univ Calif San Diego, Sch Med, Dept Pathol, La Jolla, CA 92093 USA
[11] Keio Univ, Sch Med, Dept Microbiol & Immunol, Tokyo 1608582, Japan
[12] Cedars Sinai Med Ctr, Dept Med, Los Angeles, CA 90048 USA
[13] Univ Calif San Diego, Sch Med, Dept Med, La Jolla, CA 92093 USA
[14] Univ Calif San Diego, Canc Cell Map Initiat, La Jolla, CA 92093 USA
[15] Fox Chase Canc Ctr, Canc Biol Program, 7701 Burholme Ave, Philadelphia, PA 19111 USA
基金
美国国家科学基金会; 日本学术振兴会;
关键词
hepatocellular carcinoma; mouse models; cancer mutational landscapes; comparative genomics; immune analysis; SOMATIC MUTATIONS; MUTUAL EXCLUSIVITY; CANCER; MODELS; SIGNATURES; SORAFENIB; INFLAMMATION; LANDSCAPE; PATHWAYS; RECEPTOR;
D O I
10.1073/pnas.1811029115
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Cancer genomics has enabled the exhaustive molecular characterization of tumors and exposed hepatocellular carcinoma (HCC) as among the most complex cancers. This complexity is paralleled by dozens of mouse models that generate histologically similar tumors but have not been systematically validated at the molecular level. Accurate models of the molecular pathogenesis of HCC are essential for biomedical progress; therefore we compared genomic and transcriptomic profiles of four separate mouse models [MUP transgenic, TAK1-knockout, carcinogen-driven diethylnitrosamine (DEN), and Stelic Animal Model (STAM)] with those of 987 HCC patients with distinct etiologies. These four models differed substantially in their mutational load, mutational signatures, affected genes and pathways, and transcriptomes. STAM tumors were most molecularly similar to human HCC, with frequent mutations in Ctnnb1, similar pathway alterations, and high transcriptomic similarity to high-grade, proliferative human tumors with poor prognosis. In contrast, TAK1 tumors better reflected the mutational signature of human HCC and were transcriptionally similar to low-grade human tumors. DEN tumors were least similar to human disease and almost universally carried the Braf V637E mutation, which is rarely found in human HCC. Immune analysis revealed that strain-specific MHC-I genotype can influence the molecular makeup of murine tumors. Thus, different mouse models of HCC recapitulate distinct aspects of HCC biology, and their use should be adapted to specific questions based on the molecular features provided here.
引用
收藏
页码:E9879 / E9888
页数:10
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