Human primary liver cancer organoids reveal intratumor and interpatient drug response heterogeneity

被引:183
作者
Li, Ling [1 ]
Knutsdottir, Hildur [2 ,3 ]
Hui, Ken [1 ]
Weiss, Matthew J. [4 ]
He, Jin [4 ]
Philosophe, Benjamin [4 ]
Cameron, Andrew M. [4 ]
Wolfgang, Christopher L. [4 ]
Pawlik, Timothy M. [5 ]
Ghiaur, Gabriel [6 ]
Ewald, Andrew J. [7 ,8 ]
Mezey, Esteban [1 ]
Bader, Ljoel S. [2 ,3 ]
Selaru, Florin M. [1 ,6 ]
机构
[1] Johns Hopkins Univ, Sch Med, Div Gastroenterol & Hepatol, Baltimore, MD 21205 USA
[2] Johns Hopkins Univ, Sch Med, Dept Biomed Engn, Baltimore, MD 21205 USA
[3] Johns Hopkins Univ, Sch Med, High Throughput Biol Ctr, Baltimore, MD 21205 USA
[4] Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21205 USA
[5] Ohio State Univ, Div Surg Oncol, Dept Surg, Wexner Med Ctr,James Canc Hosp,Solove Res Inst,Hl, Columbus, OH 43210 USA
[6] Johns Hopkins Univ, Sch Med, Dept Oncol, Sidney Kimmel Canc Ctr, Baltimore, MD 21205 USA
[7] Johns Hopkins Univ, Sch Med, Dept Cell Biol, Ctr Cell Dynam, Baltimore, MD 21205 USA
[8] Johns Hopkins Univ, Sch Med, Dept Oncol, Ctr Cell Dynam, Baltimore, MD 21205 USA
关键词
HEPATOCELLULAR-CARCINOMA; CHOLANGIOCARCINOMA; CULTURES; LESIONS; TRACT; CELLS;
D O I
10.1172/jci.insight.121490
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Liver cancer is the fourth leading cause of cancer-related mortality and is distinguished by a relative paucity of chemotherapy options. It has been hypothesized that intratumor genetic heterogeneity may contribute to the high failure rate of chemotherapy. Here, we evaluated functional heterogeneity in a cohort of primary human liver cancer organoid lines. Each primary human liver cancer surgical specimen was used to generate multiple cancer organoid lines, obtained from distinct regions of the tumor. A total of 27 liver cancer lines were established and tested with 129 cancer drugs, generating 3,483 cell survival data points. We found a rich intratumor, functional (drug response) heterogeneity in our liver cancer patients. Furthermore, we established that the majority of drugs were either ineffective, or effective only in select organoid lines. In contrast, we found that a subset of drugs appeared pan-effective, displaying at least moderate activity in the majority of these cancer organoid lines. These drugs, which are FDA approved for indications other than liver cancers, deserve further consideration as either systemic or local therapeutics. Of note, molecular profiles, obtained for a reduced sample set, did not correlate with the drug response heterogeneity of liver cancer organoid lines. Taken together, these findings lay the foundation for in-depth studies of pan-effective drugs, as well as for functional personalized oncology approaches. Lastly, these functional studies demonstrate the utility of cancer organoid drug testing as part of a drug discovery pipeline.
引用
收藏
页数:16
相关论文
共 37 条
[1]   Drug repositioning: Identifying and developing new uses for existing drugs [J].
Ashburn, TT ;
Thor, KB .
NATURE REVIEWS DRUG DISCOVERY, 2004, 3 (08) :673-683
[2]   The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity [J].
Barretina, Jordi ;
Caponigro, Giordano ;
Stransky, Nicolas ;
Venkatesan, Kavitha ;
Margolin, Adam A. ;
Kim, Sungjoon ;
Wilson, Christopher J. ;
Lehar, Joseph ;
Kryukov, Gregory V. ;
Sonkin, Dmitriy ;
Reddy, Anupama ;
Liu, Manway ;
Murray, Lauren ;
Berger, Michael F. ;
Monahan, John E. ;
Morais, Paula ;
Meltzer, Jodi ;
Korejwa, Adam ;
Jane-Valbuena, Judit ;
Mapa, Felipa A. ;
Thibault, Joseph ;
Bric-Furlong, Eva ;
Raman, Pichai ;
Shipway, Aaron ;
Engels, Ingo H. ;
Cheng, Jill ;
Yu, Guoying K. ;
Yu, Jianjun ;
Aspesi, Peter, Jr. ;
de Silva, Melanie ;
Jagtap, Kalpana ;
Jones, Michael D. ;
Wang, Li ;
Hatton, Charles ;
Palescandolo, Emanuele ;
Gupta, Supriya ;
Mahan, Scott ;
Sougnez, Carrie ;
Onofrio, Robert C. ;
Liefeld, Ted ;
MacConaill, Laura ;
Winckler, Wendy ;
Reich, Michael ;
Li, Nanxin ;
Mesirov, Jill P. ;
Gabriel, Stacey B. ;
Getz, Gad ;
Ardlie, Kristin ;
Chan, Vivien ;
Myer, Vic E. .
NATURE, 2012, 483 (7391) :603-607
[3]   Drug repurposing in oncology-patient and health systems opportunities [J].
Bertolini, Francesco ;
Sukhatme, Vikas P. ;
Bouche, Gauthier .
NATURE REVIEWS CLINICAL ONCOLOGY, 2015, 12 (12) :732-U100
[4]  
Bonora M, 2015, ONCOGENE, V34, P1608, DOI [10.1038/onc.2014.96, 10.1038/onc.2014.462]
[5]   Human primary liver cancer-derived organoid cultures for disease modeling and drug screening [J].
Broutier, Laura ;
Mastrogiovanni, Gianmarco ;
Verstegen, Monique M. A. ;
Francies, Hayley E. ;
Gavarro, Lena Morrill ;
Bradshaw, Charles R. ;
Allen, George E. ;
Arnes-Benito, Robert ;
Sidorova, Olga ;
Gaspersz, Marcia P. ;
Georgakopoulos, Nikitas ;
Koo, Bon-Kyoung ;
Dietmann, Sabine ;
Davies, Susan E. ;
Praseedom, Raaj K. ;
Lieshout, Ruby ;
IJzermans, Jan N. M. ;
Wigmore, Stephen J. ;
Saeb-Parsy, Kourosh ;
Garnett, Mathew J. ;
van der Laan, Luc J. W. ;
Huch, Meritxell .
NATURE MEDICINE, 2017, 23 (12) :1424-+
[6]   Establishment of a patient-derived intrahepatic cholangiocarcinoma xenograft model with KRAS mutation [J].
Cavalloni, Giuliana ;
Peraldo-Neia, Caterina ;
Sassi, Francesco ;
Chiorino, Giovanna ;
Sarotto, Ivana ;
Aglietta, Massimo ;
Leone, Francesco .
BMC CANCER, 2016, 16
[7]   NCI-60 Cell Line Screening: A Radical Departure in Its Time [J].
Chabner, Bruce A. .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2016, 108 (05)
[8]   Cytokeratin 7 and cytokeratin 20 expression in epithelial neoplasms: A survey of 435 cases [J].
Chu, PG ;
Wu, E ;
Weiss, LM .
MODERN PATHOLOGY, 2000, 13 (09) :962-972
[9]   Integrative Genomic Analysis of Cholangiocarcinoma Identifies Distinct IDH-Mutant Molecular Profiles (vol 18, pg 2780, 2017) [J].
Farshidfar, Farshad ;
Zheng, Siyuan ;
Gingras, Marie-Claude ;
Newton, Yulia ;
Shih, Juliann ;
Robertson, A. Gordon ;
Hinoue, Toshinori ;
Hoadley, Katherine A. ;
Gibb, Ewan A. ;
Roszik, Jason ;
Covington, Kyle R. ;
Wu, Chia-Chin ;
Shinbrot, Eve ;
Stransky, Nicolas ;
Hegde, Apurva ;
Yang, Ju Dong ;
Reznik, Ed ;
Sadeghi, Sara ;
Pedamallu, Chandra Sekhar ;
Ojesina, Akinyemi I. ;
Hess, Julian M. ;
Auman, J. Todd ;
Rhie, Suhn K. ;
Bowlby, Reanne ;
Borad, Mitesh J. ;
Zhu, Andrew X. ;
Stuart, Josh M. ;
Sander, Chris ;
Akbani, Rehan ;
Cherniack, Andrew D. ;
Deshpande, Vikram ;
Mounajjed, Taofic ;
Foo, Wai Chin ;
Torbenson, Michael S. ;
Kleiner, David E. ;
Laird, Peter W. ;
Wheeler, David A. ;
McRee, Autumn J. ;
Bathe, Oliver F. ;
Andersen, Jesper B. ;
Bardeesy, Nabeel ;
Roberts, Lewis R. ;
Kwong, Lawrence N. .
CELL REPORTS, 2017, 19 (13) :2878-2880
[10]  
Farshidfar F, 2017, CELL REP, V18, P2780, DOI [10.1016/j.celrep.2017.02.033, 10.1016/j.celrep.2017.06.008]