Unstable Genome and Transcriptome Dynamics during Tumor Metastasis Contribute to Therapeutic Heterogeneity in Colorectal Cancers

被引:14
作者
Cho, Sung-Yup [1 ,2 ]
Chae, Jeesoo [2 ]
Na, Deukchae [3 ]
Kang, Wonyoung [4 ]
Lee, Ahra [4 ]
Min, Seoyeon [4 ]
Kang, Jinjoo [4 ]
Choi, Boram [4 ]
Lee, Jieun [4 ]
Sung, Chang Ohk [5 ]
Chuang, Jeffrey H. [6 ]
Lee, Charles [4 ,6 ]
Lee, Won-Suk [7 ]
Park, Hansoo [8 ]
Kim, Jong-Il [2 ,9 ,10 ]
机构
[1] Seoul Natl Univ, Dept Biochem & Mol Biol, Coll Med, Seoul, South Korea
[2] Seoul Natl Univ, Dept Biomed Sci, Coll Med, Seoul, South Korea
[3] Ewha Womans Univ, Ewha Inst Convergence Med, Mokdong Hosp, Seoul, South Korea
[4] Ewha Womans Univ, Dept Life Sci, Seoul, South Korea
[5] Univ Ulsan, Asan Med Ctr, Dept Pathol, Coll Med, Seoul, South Korea
[6] Jackson Lab Genom Med, Farmington, CT USA
[7] Gachon Univ, Gil Med Ctr, Dept Surg, Incheon, South Korea
[8] GIST, Dept Biomed Sci & Engn, Gwangju, South Korea
[9] Seoul Natl Univ, Canc Res Inst, Coll Med, Seoul, South Korea
[10] Seoul Natl Univ, Med Res Ctr, GMI, Seoul, South Korea
基金
新加坡国家研究基金会;
关键词
INTRATUMOR HETEROGENEITY; HUMAN COLON; EVOLUTION; XENOGRAFTS; MUTATIONS; INSTABILITY; RESISTANCE; MODELS;
D O I
10.1158/1078-0432.CCR-18-3460
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Genomic and transcriptomic alterations during metastasis are considered to affect clinical outcome of colorectal cancers, but detailed clinical implications of metastatic alterations are not fully uncovered. We aimed to investigate the effect of metastatic evolution on in vivo treatment outcome, and identify genomic and transcriptomic alterations associated with drug responsiveness. Experimental Design: We developed and analyzed patient-derived xenograft (PDX) models from 35 patients with colorectal cancer including 5 patients with multiple organ metastases (MOMs). We performed whole-exome, DNA methylation, and RNA sequencing for patient and PDX tumors. With samples from patients with MOMs, we conducted phylogenetic and subclonal analysis and in vivo drug efficacy test on the corresponding PDX models. Results: Phylogenetic analysis using mutation, expression, and DNA methylation data in patients with MOMs showed that mutational alterations were closely connected with transcriptomic and epigenomic changes during the tumor evolution. Subclonal analysis revealed that initial primary tumors with larger number of subclones exhibited more dynamic changes in subclonal architecture according to metastasis, and loco-regional and distant metastases occurred in a parallel or independent fashion. The PDX models from MOMs demonstrated therapeutic heterogeneity for targeted treatment, due to subclonal acquisition of additional mutations or transcriptomic activation of bypass signaling pathway during tumor evolution. Conclusions: This study demonstrated in vivo therapeutic heterogeneity of colorectal cancers using PDX models, and suggests that acquired subclonal alterations in mutations or gene expression profiles during tumor metastatic processes can be associated with the development of drug resistance and therapeutic heterogeneity of colorectal cancers.
引用
收藏
页码:2821 / 2834
页数:14
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[1]   HTSeq-a Python']Python framework to work with high-throughput sequencing data [J].
Anders, Simon ;
Pyl, Paul Theodor ;
Huber, Wolfgang .
BIOINFORMATICS, 2015, 31 (02) :166-169
[2]  
[Anonymous], ALIGNING SEQUENCE RE, DOI DOI 10.48550/ARXIV.1303.3997
[3]   Emergence of Multiple EGFR Extracellular Mutations during Cetuximab Treatment in Colorectal Cancer [J].
Arena, Sabrina ;
Bellosillo, Beatriz ;
Siravegna, Giulia ;
Martinez, Alejandro ;
Canadas, Israel ;
Lazzari, Luca ;
Ferruz, Noelia ;
Russo, Mariangela ;
Misale, Sandra ;
Gonzalez, Iria ;
Iglesias, Mar ;
Gavilan, Elena ;
Corti, Giorgio ;
Hobor, Sebastijan ;
Crisafulli, Giovanni ;
Salido, Marta ;
Sanchez, Juan ;
Dalmases, Alba ;
Bellmunt, Joaquim ;
De Fabritiis, Gianni ;
Rovira, Ana ;
Di Nicolantonio, Federica ;
Albanell, Joan ;
Bardelli, Alberto ;
Montagut, Clara .
CLINICAL CANCER RESEARCH, 2015, 21 (09) :2157-2166
[4]   Studying clonal dynamics in response to cancer therapy using high-complexity barcoding [J].
Bhang, Hyo-eun C. ;
Ruddy, David A. ;
Radhakrishna, Viveksagar Krishnamurthy ;
Caushi, Justina X. ;
Zhao, Rui ;
Hims, Matthew M. ;
Singh, Angad P. ;
Kao, Iris ;
Rakiec, Daniel ;
Shaw, Pamela ;
Balak, Marissa ;
Raza, Alina ;
Ackley, Elizabeth ;
Keen, Nicholas ;
Schlabach, Michael R. ;
Palmer, Michael ;
Leary, Rebecca J. ;
Chiang, Derek Y. ;
Sellers, William R. ;
Michor, Franziska ;
Cooke, Vesselina G. ;
Korn, Joshua M. ;
Stegmeier, Frank .
NATURE MEDICINE, 2015, 21 (05) :440-U207
[5]   Comparative sequencing analysis reveals high genomic concordance between matched primary and metastatic colorectal cancer lesions [J].
Brannon, A. Rose ;
Vakiani, Efsevia ;
Sylvester, Brooke E. ;
Scott, Sasinya N. ;
McDermott, Gregory ;
Shah, Ronak H. ;
Kania, Krishan ;
Viale, Agnes ;
Oschwald, Dayna M. ;
Vacic, Vladimir ;
Emde, Anne-Katrin ;
Cercek, Andrea ;
Yaeger, Rona ;
Kemeny, Nancy E. ;
Saltz, Leonard B. ;
Shia, Jinru ;
D'Angelica, Michael I. ;
Weiser, Martin R. ;
Solit, David B. ;
Berger, Michael F. .
GENOME BIOLOGY, 2014, 15 (08)
[6]   The patterns and dynamics of genomic instability in metastatic pancreatic cancer [J].
Campbell, Peter J. ;
Yachida, Shinichi ;
Mudie, Laura J. ;
Stephens, Philip J. ;
Pleasance, Erin D. ;
Stebbings, Lucy A. ;
Morsberger, Laura A. ;
Latimer, Calli ;
McLaren, Stuart ;
Lin, Meng-Lay ;
McBride, David J. ;
Varela, Ignacio ;
Nik-Zainal, Serena A. ;
Leroy, Catherine ;
Jia, Mingming ;
Menzies, Andrew ;
Butler, Adam P. ;
Teague, Jon W. ;
Griffin, Constance A. ;
Burton, John ;
Swerdlow, Harold ;
Quail, Michael A. ;
Stratton, Michael R. ;
Iacobuzio-Donahue, Christine ;
Futreal, P. Andrew .
NATURE, 2010, 467 (7319) :1109-1113
[7]   An Integrative Approach to Precision Cancer Medicine Using Patient-Derived Xenografts [J].
Cho, Sung-Yup ;
Kang, Wonyoung ;
Han, Jee Yun ;
Min, Seoyeon ;
Kang, Jinjoo ;
Lee, Ahra ;
Kwon, Jee Young ;
Lee, Charles ;
Park, Hansoo .
MOLECULES AND CELLS, 2016, 39 (02) :77-86
[8]   Sensitive detection of somatic point mutations in impure and heterogeneous cancer samples [J].
Cibulskis, Kristian ;
Lawrence, Michael S. ;
Carter, Scott L. ;
Sivachenko, Andrey ;
Jaffe, David ;
Sougnez, Carrie ;
Gabriel, Stacey ;
Meyerson, Matthew ;
Lander, Eric S. ;
Getz, Gad .
NATURE BIOTECHNOLOGY, 2013, 31 (03) :213-219
[9]   Spatial and temporal diversity in genomic instability processes defines lung cancer evolution [J].
de Bruin, Elza C. ;
McGranahan, Nicholas ;
Mitter, Richard ;
Salm, Max ;
Wedge, David C. ;
Yates, Lucy ;
Jamal-Hanjani, Mariam ;
Shafi, Seema ;
Murugaesu, Nirupa ;
Rowan, Andrew J. ;
Groenroos, Eva ;
Muhammad, Madiha A. ;
Horswell, Stuart ;
Gerlinger, Marco ;
Varela, Ignacio ;
Jones, David ;
Marshall, John ;
Voet, Thierry ;
Van Loo, Peter ;
Rassl, Doris M. ;
Rintoul, Robert C. ;
Janes, Sam M. ;
Lee, Siow-Ming ;
Forster, Martin ;
Ahmad, Tanya ;
Lawrence, David ;
Falzon, Mary ;
Capitanio, Arrigo ;
Harkins, Timothy T. ;
Lee, Clarence C. ;
Tom, Warren ;
Teefe, Enock ;
Chen, Shann-Ching ;
Begum, Sharmin ;
Rabinowitz, Adam ;
Phillimore, Benjamin ;
Spencer-Dene, Bradley ;
Stamp, Gordon ;
Szallasi, Zoltan ;
Matthews, Nik ;
Stewart, Aengus ;
Campbell, Peter ;
Swanton, Charles .
SCIENCE, 2014, 346 (6206) :251-256
[10]   The molecular evolution of acquired resistance to targeted EGFR blockade in colorectal cancers [J].
Diaz, Luis A., Jr. ;
Williams, Richard T. ;
Wu, Jian ;
Kinde, Isaac ;
Hecht, J. Randolph ;
Berlin, Jordan ;
Allen, Benjamin ;
Bozic, Ivana ;
Reiter, Johannes G. ;
Nowak, Martin A. ;
Kinzler, Kenneth W. ;
Oliner, Kelly S. ;
Vogelstein, Bert .
NATURE, 2012, 486 (7404) :537-540