Cell Culture System for Analysis of Genetic Heterogeneity Within Hepatocellular Carcinomas and Response to Pharmacologic Agents

被引:116
作者
Gao, Qiang [1 ,2 ]
Wang, Zhi-Chao [1 ,2 ]
Duan, Meng [1 ,2 ]
Lin, Yi-Hui [3 ]
Zhou, Xue-Ya [4 ]
Worthley, Daniel L. [5 ,6 ]
Wang, Xiao-Ying [1 ,2 ]
Niu, Gang [3 ]
Xia, Yuchao [7 ,8 ]
Deng, Minghua [7 ,8 ]
Liu, Long-Zi [1 ,2 ]
Shi, Jie-Yi [1 ,2 ]
Yang, Liu-Xiao [1 ,2 ]
Zhang, Shu [1 ,2 ]
Ding, Zhen-Bin [1 ,2 ]
Zhou, Jian [1 ,2 ,9 ]
Liang, Chun-Min [10 ]
Cao, Ya [11 ]
Xiong, Lei [3 ]
Xi, Ruibin [7 ,8 ]
Shi, Yong-Yong [12 ]
Fan, Jia [1 ,2 ,9 ]
机构
[1] Zhongshan Hosp, Liver Canc Inst, Shanghai, Peoples R China
[2] Fudan Univ, Minist Educ, Key Lab Carcinogenesis & Canc Invas, Shanghai, Peoples R China
[3] 3D Med Inc, Inst Precis Med, Shanghai, Peoples R China
[4] Univ Hong Kong, Li Ka Shing Fac Med, Dept Psychiat, Pokfulam, Hong Kong, Peoples R China
[5] Univ Adelaide, South Australian Hlth & Med Res Inst, Canc Theme, Adelaide, SA, Australia
[6] Univ Adelaide, Dept Med, Adelaide, SA, Australia
[7] Peking Univ, Sch Math Sci, Beijing, Peoples R China
[8] Peking Univ, Ctr Stat Sci, Beijing, Peoples R China
[9] Fudan Univ, Inst Biomed Sci, Ctr Canc, Shanghai, Peoples R China
[10] Fudan Univ, Shanghai Med Coll, Dept Anat & Histol & Embryol, Shanghai, Peoples R China
[11] Cent S Univ, Xiangya Sch Med, Canc Res Inst, Changsha, Hunan, Peoples R China
[12] Shanghai Jiao Tong Univ, Minist Educ, Key Lab Genet Dev & Neuropsychiat Disorders, Bio X Inst, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
Liver Cancer; Next-Generation Sequencing; Patient-Derived Cell Lines; Targeted Therapy; INTRATUMOR HETEROGENEITY; GENOMIC HETEROGENEITY; TUMOR HETEROGENEITY; DRUG-SENSITIVITY; SEQUENCING DATA; CANCER-CELLS; LIVER-CANCER; MUTATIONS; EVOLUTION; SORAFENIB;
D O I
10.1053/j.gastro.2016.09.008
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
BACKGROUND & AIMS: No targeted therapies have been found to be effective against hepatocellular carcinoma (HCC), possibly due to the large degree of intratumor heterogeneity. We performed genetic analyses of different regions of HCCs to evaluate levels of intratumor heterogeneity and associate alterations with responses to different pharmacologic agents. METHODS: We obtained samples of HCCs (associated with hepatitis B virus infection) from 10 patients undergoing curative resection, before adjuvant therapy, at hospitals in China. We collected 4-9 spatially distinct samples from each tumor (55 regions total), performed histologic analyses, isolated cancer cells, and carried them low-passage culture. We performed whole-exome sequencing, copy-number analysis, and high-throughput screening of the cultured primary cancer cells. We tested responses of an additional 105 liver cancer cell lines to a fibroblast growth factor receptor (FGFR) 4 inhibitor. RESULTS: We identified a total of 3670 non-silent mutations (3192 missense, 94 splice-site variants, and 222 insertions or deletions) in the tumor samples. We observed considerable intratumor heterogeneity and branched evolution in all 10 tumors; the mean percentage of heterogeneous mutations in each tumor was 39.7% (range, 12.9%-68.5%). We found significant mutation shifts toward C>T and C>G substitutions in branches of phylogenetic trees among samples from each tumor (P <.0001). Of note, 14 of the 26 oncogenic alterations (53.8%) varied among subclones that mapped to different branches. Genetic alterations that can be targeted by existing pharmacologic agents (such as those in FGF19, DDR2, PDGFRA, and TOP1) were identified in intratumor subregions from 4 HCCs and were associated with sensitivity to these agents. However, cells from the remaining subregions, which did not have these alterations, were not sensitive to these drugs. High-throughput screening identified pharmacologic agents to which these cells were sensitive, however. Overexpression of FGF19 correlated with sensitivity of cells to an inhibitor of FGFR 4; this observation was validated in 105 liver cancer cell lines ( P = .0024). CONCLUSIONS: By analyzing genetic alterations in different tumor regions of 10 HCCs, we observed extensive intratumor heterogeneity. Our patient-derived cell line-based model, integrating genetic and pharmacologic data from multiregional cancer samples, provides a platform to elucidate how intratumor heterogeneity affects sensitivity to different therapeutic agents.
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页码:232 / +
页数:15
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