Longitudinal single-cell RNA sequencing of patient-derived primary cells reveals drug-induced infidelity in stem cell hierarchy

被引:100
|
作者
Sharma, Ankur [1 ]
Cao, Elaine Yiqun [1 ]
Kumar, Vibhor [1 ,7 ]
Zhang, Xiaoqian [1 ]
Leong, Hui Sun [2 ]
Wong, Angeline Mei Lin [1 ]
Ramakrishnan, Neeraja [1 ]
Hakimullah, Muhammad [1 ]
Teo, Hui Min Vivian [1 ]
Chong, Fui Teen [2 ]
Chia, Shumei [1 ]
Thangavelu, Matan Thangavelu [1 ]
Kwang, Xue Lin [2 ]
Gupta, Ruta [3 ,4 ]
Clark, Jonathan R. [5 ,6 ]
Periyasamy, Giridharan [1 ]
Iyer, N. Gopalakrishna [2 ]
DasGupta, Ramanuj [1 ]
机构
[1] Genome Inst Singapore, Canc Therapeut & Stratified Oncol 5, 60 Biopolis St,02-01 Genome, Singapore 138672, Singapore
[2] Natl Canc Ctr Singapore, Canc Therapeut Res Lab, 11 Hosp Dr, Singapore 169610, Singapore
[3] Royal Prince Alfred Hosp, Tissue Pathol & Diagnost Oncol, Sydney, NSW 2006, Australia
[4] Univ Sydney, Sydney, NSW 2006, Australia
[5] Chris OBrien Lifehouse, Sydney, NSW 2050, Australia
[6] Sydney Head & Neck Canc Inst, Sydney, NSW 2050, Australia
[7] Indraprastha Inst Informat Technol, Dept Computat Biol, Okhla Ind Estate,Phase 3, Delhi 110020, India
基金
英国医学研究理事会;
关键词
CLONAL EVOLUTION; TUMOR HETEROGENEITY; CANCER; RESISTANCE; QUANTIFICATION; MECHANISM; THERAPY; STATE;
D O I
10.1038/s41467-018-07261-3
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Chemo-resistance is one of the major causes of cancer-related deaths. Here we used single-cell transcriptomics to investigate divergent modes of chemo-resistance in tumor cells. We observed that higher degree of phenotypic intra-tumor heterogeneity (ITH) favors selection of pre-existing drug-resistant cells, whereas phenotypically homogeneous cells engage covert epigenetic mechanisms to trans-differentiate under drug-selection. This adaptation was driven by selection-induced gain of H3K27ac marks on bivalently poised resistance-associated chromatin, and therefore not expressed in the treatment-naive setting. Mechanistic interrogation of this phenomenon revealed that drug-induced adaptation was acquired upon the loss of stem factor SOX2, and a concomitant gain of SOX9. Strikingly we observed an enrichment of SOX9 at drug-induced H3K27ac sites, suggesting that tumor evolution could be driven by stem cell-switch-mediated epigenetic plasticity. Importantly, JQ1 mediated inhibition of BRD4 could reverse drug-induced adaptation. These results provide mechanistic insights into the modes of therapy-induced cellular plasticity and underscore the use of epigenetic inhibitors in targeting tumor evolution.
引用
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页数:17
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