Lineage-coupled clonal capture identifies clonal evolution mechanisms and vulnerabilities of BRAFV600E inhibition resistance in melanoma

被引:7
作者
Zhang, Ze-Yan [1 ,2 ]
Ding, Yingwen [1 ,2 ]
Ezhilarasan, Ravesanker [1 ,2 ]
Lhakhang, Tenzin [3 ]
Wang, Qianghu [4 ,5 ,6 ]
Yang, Jie [1 ,2 ]
Modrek, Aram S. [1 ,2 ]
Zhang, Hua [7 ]
Tsirigos, Aristotelis [3 ]
Futreal, Andrew [8 ]
Draetta, Giulio F. [8 ]
Verhaak, Roel G. W. [9 ]
Sulman, Erik P. [1 ,2 ]
机构
[1] NYU, Grossman Sch Med, Dept Radiat Oncol, New York, NY 10012 USA
[2] NYU Langone Hlth, Brain & Spine Tumor Ctr, Laura & Isaac Perlmutter Canc Ctr, New York, NY 10012 USA
[3] NYU, Appl Bioinformat Labs, Grossman Sch Med, New York, NY USA
[4] Nanjing Med Univ, Dept Bioinformat, Nanjing, Jiangsu, Peoples R China
[5] Nanjing Med Univ, Inst Brain Tumors, Jiangsu Collaborat Innovat Ctr Canc Personalized, Nanjing, Jiangsu, Peoples R China
[6] Collaborat Innovat Ctr Cardiovasc Dis Translat Me, Nanjing, Jiangsu, Peoples R China
[7] NYU Langone Hlth, Laura & Isaac Perlmutter Canc Ctr, New York, NY USA
[8] Univ Texas MD Anderson Canc Ctr, Dept Genom Med, Houston, TX 77030 USA
[9] Jackson Lab Genom Med, Dept Computat Biol, Farmington, CT USA
关键词
INTRATUMORAL HETEROGENEITY; BRAF; TARGET; CELLS; GENERATION; EXPRESSION; RECEPTOR; THERAPY; VEMURAFENIB; LANDSCAPE;
D O I
10.1038/s41421-022-00462-7
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Targeted cancer therapies have revolutionized treatment but their efficacies are limited by the development of resistance driven by clonal evolution within tumors. We developed "CAPTURE", a single-cell barcoding approach to comprehensively trace clonal dynamics and capture live lineage-coupled resistant cells for in-depth multi-omics analysis and functional exploration. We demonstrate that heterogeneous clones, either preexisting or emerging from drug-tolerant persister cells, dominated resistance to vemurafenib in BRAF(V600E) melanoma. Further integrative studies uncovered diverse resistance mechanisms. This includes a previously unrecognized and clinically relevant mechanism, chromosome 18q21 gain, which leads to vulnerability of the cells to BCL2 inhibitor. We also identified targetable common dependencies of captured resistant clones, such as oxidative phosphorylation and E2F pathways. Our study provides new therapeutic insights into overcoming therapy resistance in BRAF(V600E) melanoma and presents a platform for exploring clonal evolution dynamics and vulnerabilities that can be applied to study treatment resistance in other cancers.
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收藏
页数:23
相关论文
共 99 条
[51]   Diverse Mechanisms of BRAF Inhibitor Resistance in Melanoma Identified in Clinical and Preclinical Studies [J].
Luebker, Stephen A. ;
Koepsell, Scott A. .
FRONTIERS IN ONCOLOGY, 2019, 9
[52]   Chromosomal instability accelerates the evolution of resistance to anti-cancer therapies [J].
Lukow, Devon A. ;
Sausville, Erin L. ;
Suri, Pavit ;
Chunduri, Narendra Kumar ;
Wieland, Angela ;
Leu, Justin ;
Smith, Joan C. ;
Girish, Vishruth ;
Kumar, Ankith A. ;
Kendall, Jude ;
Wang, Zihua ;
Storchova, Zuzana ;
Sheltzer, Jason M. .
DEVELOPMENTAL CELL, 2021, 56 (17) :2427-+
[53]   Osteopontin Stimulates Preneoplastic Cellular Proliferation Through Activation of the MAPK Pathway [J].
Luo, Xianmin ;
Ruhland, Megan K. ;
Pazolli, Ermira ;
Lind, Anne C. ;
Stewart, Sheila A. .
MOLECULAR CANCER RESEARCH, 2011, 9 (08) :1018-1029
[54]   mCSEA: detecting subtle differentially methylated regions [J].
Martorell-Marugan, Jordi ;
Gonzalez-Rumayor, Victor ;
Carmona-Saez, Pedro .
BIOINFORMATICS, 2019, 35 (18) :3257-3262
[55]   Mixed lineage kinases activate MEK independently of RAF to mediate resistance to RAF inhibitors [J].
Marusiak, Anna A. ;
Edwards, Zoe C. ;
Hugo, Willy ;
Trotter, Eleanor W. ;
Girotti, Maria R. ;
Stephenson, Natalie L. ;
Kong, Xiangju ;
Gartside, Michael G. ;
Fawdar, Shameem ;
Hudson, Andrew ;
Breitwieser, Wolfgang ;
Hayward, Nicholas K. ;
Marais, Richard ;
Lo, Roger S. ;
Brognard, John .
NATURE COMMUNICATIONS, 2014, 5
[56]   Intratumor Heterogeneity: The Rosetta Stone of Therapy Resistance [J].
Marusyk, Andriy ;
Janiszewska, Michalina ;
Polyak, Kornelia .
CANCER CELL, 2020, 37 (04) :471-484
[57]  
Matthews NH, 2017, Cutaneous Melanoma: Etiology and Therapy, DOI DOI 10.15586/CODON.CUTANEOUSMELANOMA.2017.CH1
[58]   The Genome Analysis Toolkit: A MapReduce framework for analyzing next-generation DNA sequencing data [J].
McKenna, Aaron ;
Hanna, Matthew ;
Banks, Eric ;
Sivachenko, Andrey ;
Cibulskis, Kristian ;
Kernytsky, Andrew ;
Garimella, Kiran ;
Altshuler, David ;
Gabriel, Stacey ;
Daly, Mark ;
DePristo, Mark A. .
GENOME RESEARCH, 2010, 20 (09) :1297-1303
[59]   corto: a lightweight R package for gene network inference and master regulator analysis [J].
Mercatelli, Daniele ;
Lopez-Garcia, Gonzalo ;
Giorgi, Federico M. .
BIOINFORMATICS, 2020, 36 (12) :3916-3917
[60]   flowCut: An R package for automated removal of outlier events and flagging of files based on time versus fluorescence analysis [J].
Meskas, Justin ;
Yokosawa, Daniel ;
Wang, Sherrie ;
Segat, Gabriela C. ;
Brinkman, Ryan Remy .
CYTOMETRY PART A, 2023, 103 (01) :71-81