Screening drug effects in patient-derived cancer cells links organoid responses to genome alterations

被引:167
作者
Jabs, Julia [1 ,2 ,3 ,4 ]
Zickgraf, Franziska M. [5 ,6 ]
Park, Jeongbin [1 ,3 ,4 ]
Wagner, Steve [5 ,6 ]
Jiang, Xiaoqi [7 ]
Jechow, Katharina [1 ,2 ]
Kleinheinz, Kortine [1 ,2 ,3 ,4 ]
Toprak, Umut H. [1 ]
Schneider, Marc A. [8 ]
Meister, Michael [8 ]
Spaich, Saskia [9 ]
Suetterlin, Marc [9 ]
Schlesner, Matthias [1 ]
Trumpp, Andreas [5 ,6 ,10 ]
Sprick, Martin [5 ,6 ,10 ]
Eils, Roland [1 ,2 ,3 ,4 ,11 ]
Conrad, Christian [1 ,2 ]
机构
[1] German Canc Res Ctr, Div Theoret Bioinformat, Heidelberg, Germany
[2] Heidelberg Univ, Ctr Quantitat Anal Mol & Cellular Biosyst BioQuan, Heidelberg, Germany
[3] Heidelberg Univ, Inst Pharm & Mol Biotechnol IPMB, Dept Bioinformat & Funct Genom, Heidelberg, Germany
[4] Heidelberg Univ, BioQuant, Heidelberg, Germany
[5] Heidelberg Inst Stem Cell Technol & Expt Med HI S, Heidelberg, Germany
[6] German Canc Res Ctr, Div Stem Cells & Canc, Heidelberg, Germany
[7] German Canc Res Ctr, Div Biostat, Heidelberg, Germany
[8] Heidelberg Univ Hosp, Thoraxklin, German Ctr Lung Res DZL, Heidelberg, Germany
[9] Heidelberg Univ, Univ Med Ctr Mannheim, Dept Gynaecol & Obstet, Mannheim, Germany
[10] German Canc Consortium, Heidelberg, Germany
[11] DKFZ, HIPO, Heidelberg Ctr Personalized Oncol, Heidelberg, Germany
关键词
cancer organoids; confocal microscopy; high-throughput screening; personalized drug screen; pharmacogenomics; OVARIAN-CANCER; EPITHELIAL OVARIAN; COLORECTAL-CANCER; GENETIC-VARIATION; LEUKEMIA-CELLS; IN-VITRO; CHEMOTHERAPY; SENSITIVITY; MODELS; HETEROGENEITY;
D O I
10.15252/msb.20177697
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
Cancer drug screening in patient-derived cells holds great promise for personalized oncology and drug discovery but lacks standardization. Whether cells are cultured as conventional monolayer or advanced, matrix-dependent organoid cultures influences drug effects and thereby drug selection and clinical success. To precisely compare drug profiles in differently cultured primary cells, we developed DeathPro, an automated microscopy-based assay to resolve drug-induced cell death and proliferation inhibition. Using DeathPro, we screened cells from ovarian cancer patients in monolayer or organoid culture with clinically relevant drugs. Druginduced growth arrest and efficacy of cytostatic drugs differed between the two culture systems. Interestingly, drug effects in organoids were more diverse and had lower therapeutic potential. Genomic analysis revealed novel links between drug sensitivity and DNA repair deficiency in organoids that were undetectable in monolayers. Thus, our results highlight the dependency of cytostatic drugs and pharmacogenomic associations on culture systems, and guide culture selection for drug tests.
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页数:16
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共 67 条
[21]   COSMIC: exploring the world's knowledge of somatic mutations in human cancer [J].
Forbes, Simon A. ;
Beare, David ;
Gunasekaran, Prasad ;
Leung, Kenric ;
Bindal, Nidhi ;
Boutselakis, Harry ;
Ding, Minjie ;
Bamford, Sally ;
Cole, Charlotte ;
Ward, Sari ;
Kok, Chai Yin ;
Jia, Mingming ;
De, Tisham ;
Teague, Jon W. ;
Stratton, Michael R. ;
McDermott, Ultan ;
Campbell, Peter J. .
NUCLEIC ACIDS RESEARCH, 2015, 43 (D1) :D805-D811
[22]   Organoid Cultures Derived from Patients with Advanced Prostate Cancer [J].
Gao, Dong ;
Vela, Ian ;
Sboner, Andrea ;
Iaquinta, Phillip J. ;
Karthaus, Wouter R. ;
Gopalan, Anuradha ;
Dowling, Catherine ;
Wanjala, Jackline N. ;
Undvall, Eva A. ;
Arora, Vivek K. ;
Wongvipat, John ;
Kossai, Myriam ;
Ramazanoglu, Sinan ;
Barboza, Luendreo P. ;
Di, Wei ;
Cao, Zhen ;
Zhang, Qi Fan ;
Sirota, Inna ;
Ran, Leili ;
MacDonald, Theresa Y. ;
Beltran, Himisha ;
Mosquera, Juan-Miguel ;
Touijer, Karim A. ;
Scardino, Peter T. ;
Laudone, Vincent P. ;
Curtis, Kristen R. ;
Rathkopf, Dana E. ;
Morris, Michael J. ;
Danila, Daniel C. ;
Slovin, Susan F. ;
Solomon, Stephen B. ;
Eastham, James A. ;
Chi, Ping ;
Carver, Brett ;
Rubin, Mark A. ;
Scher, Howard I. ;
Clevers, Hans ;
Sawyers, Charles L. ;
Chen, Yu .
CELL, 2014, 159 (01) :176-187
[23]   High-throughput screening using patient-derived tumor xenografts to predict clinical trial drug response [J].
Gao, Hui ;
Korn, Joshua M. ;
Ferretti, Stephane ;
Monahan, John E. ;
Wang, Youzhen ;
Singh, Mallika ;
Zhang, Chao ;
Schnell, Christian ;
Yang, Guizhi ;
Zhang, Yun ;
Balbin, O. Alejandro ;
Barbe, Stephanie ;
Cai, Hongbo ;
Casey, Fergal ;
Chatterjee, Susmita ;
Chiang, Derek Y. ;
Chuai, Shannon ;
Cogan, Shawn M. ;
Collins, Scott D. ;
Dammassa, Ernesta ;
Ebel, Nicolas ;
Embry, Millicent ;
Green, John ;
Kauffmann, Audrey ;
Kowa, Colleen ;
Leary, Rebecca J. ;
Lehar, Joseph ;
Liang, Ying ;
Loo, Alice ;
Lorenzana, Edward ;
McDonald, E. Robert, III ;
McLaughlin, Margaret E. ;
Merkin, Jason ;
Meyer, Ronald ;
Naylor, Tara L. ;
Patawaran, Montesa ;
Reddy, Anupama ;
Roeelli, Claudia ;
Ruddy, David A. ;
Salangsang, Fernando ;
Santacroce, Francesca ;
Singh, Angad P. ;
Tang, Yan ;
Tinetto, Walter ;
Tobler, Sonja ;
Velazquez, Roberto ;
Venkatesan, Kavitha ;
Von Arx, Fabian ;
Wang, Hui Qin ;
Wang, Zongyao .
NATURE MEDICINE, 2015, 21 (11) :1318-1325
[24]   Potentiation of reactive oxygen species is a marker for synergistic cytotoxicity of MS-275 and 5-azacytidine in leukemic cells [J].
Gao, Shan ;
Mobley, Aaron ;
Miller, Claudia ;
Boklan, Jessica ;
Chandra, Joya .
LEUKEMIA RESEARCH, 2008, 32 (05) :771-780
[25]   Systematic identification of genomic markers of drug sensitivity in cancer cells [J].
Garnett, Mathew J. ;
Edelman, Elena J. ;
Heidorn, Sonja J. ;
Greenman, Chris D. ;
Dastur, Anahita ;
Lau, King Wai ;
Greninger, Patricia ;
Thompson, I. Richard ;
Luo, Xi ;
Soares, Jorge ;
Liu, Qingsong ;
Iorio, Francesco ;
Surdez, Didier ;
Chen, Li ;
Milano, Randy J. ;
Bignell, Graham R. ;
Tam, Ah T. ;
Davies, Helen ;
Stevenson, Jesse A. ;
Barthorpe, Syd ;
Lutz, Stephen R. ;
Kogera, Fiona ;
Lawrence, Karl ;
McLaren-Douglas, Anne ;
Mitropoulos, Xeni ;
Mironenko, Tatiana ;
Thi, Helen ;
Richardson, Laura ;
Zhou, Wenjun ;
Jewitt, Frances ;
Zhang, Tinghu ;
O'Brien, Patrick ;
Boisvert, Jessica L. ;
Price, Stacey ;
Hur, Wooyoung ;
Yang, Wanjuan ;
Deng, Xianming ;
Butler, Adam ;
Choi, Hwan Geun ;
Chang, JaeWon ;
Baselga, Jose ;
Stamenkovic, Ivan ;
Engelman, Jeffrey A. ;
Sharma, Sreenath V. ;
Delattre, Olivier ;
Saez-Rodriguez, Julio ;
Gray, Nathanael S. ;
Settleman, Jeffrey ;
Futreal, P. Andrew ;
Haber, Daniel A. .
NATURE, 2012, 483 (7391) :570-U87
[26]   Establishment and comparative characterization of novel squamous cell non-small cell lung cancer cell lines and their corresponding tumor tissue [J].
Gottschling, Sandra ;
Jauch, Anna ;
Kuner, Ruprecht ;
Herpel, Esther ;
Mueller-Decker, Karin ;
Schnabel, Philipp A. ;
Xu, Elizabeth C. ;
Muley, Thomas ;
Sueltmann, Holger ;
Bender, Christian ;
Granzow, Martin ;
Efferth, Thomas ;
Hoffmann, Hans ;
Dienemann, Hendrik ;
Herth, Felix J. F. ;
Meister, Michael .
LUNG CANCER, 2012, 75 (01) :45-57
[27]   Complex heatmaps reveal patterns and correlations in multidimensional genomic data [J].
Gu, Zuguang ;
Eils, Roland ;
Schlesner, Matthias .
BIOINFORMATICS, 2016, 32 (18) :2847-2849
[28]  
Hafner M, 2016, NAT METHODS, V13, P521, DOI [10.1038/NMETH.3853, 10.1038/nmeth.3853]
[29]   Inconsistency in large pharmacogenomic studies [J].
Haibe-Kains, Benjamin ;
El-Hachem, Nehme ;
Birkbak, Nicolai Juul ;
Jin, Andrew C. ;
Beck, Andrew H. ;
Aerts, Hugo J. W. L. ;
Quackenbush, John .
NATURE, 2013, 504 (7480) :389-+
[30]   Quantification of Dynamic Morphological Drug Responses in 3D Organotypic Cell Cultures by Automated Image Analysis [J].
Harma, Ville ;
Schukov, Hannu-Pekka ;
Happonen, Antti ;
Ahonen, Ilmari ;
Virtanen, Johannes ;
Siitari, Harri ;
Akerfelt, Malin ;
Lotjonen, Jyrki ;
Nees, Matthias .
PLOS ONE, 2014, 9 (05)