Heterogeneity and mutation in KRAS and associated oncogenes: evaluating the potential for the evolution of resistance to targeting of KRAS G12C

被引:31
|
作者
Cannataro, Vincent L. [1 ]
Gaffney, Stephen G. [1 ]
Stender, Carly [1 ]
Zhao, Zi-Ming [1 ]
Philips, Mark [2 ,3 ,4 ]
Greenstein, Andrew E. [5 ]
Townsend, Jeffrey P. [1 ,6 ,7 ]
机构
[1] Yale Univ, Dept Biostat, New Haven, CT 06520 USA
[2] NYU, Sch Med, Dept Med, New York, NY USA
[3] NYU, Sch Med, Dept Cell Biol, New York, NY 10016 USA
[4] NYU, Sch Med, Dept Pharmacol, New York, NY USA
[5] Gilead Sci, Foster City, CA USA
[6] Yale Univ, Program Computat Biol & Bioinformat, New Haven, CT 06520 USA
[7] Yale Univ, Dept Ecol & Evolutionary Biol, New Haven, CT 06520 USA
关键词
EGFR T790M MUTATION; ACQUIRED-RESISTANCE; INTRATUMORAL HETEROGENEITY; POPULATION-GENETICS; LUNG CANCERS; RAS; INHIBITORS; THERAPY; MUTANT; GENES;
D O I
10.1038/s41388-017-0105-z
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
Activating mutations in RAS genes are associated with approximately 20% of all human cancers. New targeted therapies show preclinical promise in inhibiting the KRAS G12C variant. However, concerns exist regarding the effectiveness of such therapies in vivo given the possibilities of existing intratumor heterogeneity or de novo mutation leading to treatment resistance. We performed deep sequencing of 27 KRAS G12-positive lung tumors to determine the prevalence of other oncogenic mutations within KRAS or within commonly mutated downstream genes that could confer resistance at the time of treatment. We also passaged patient-derived xenografts to assess the potential for novel KRAS mutation to arise during subsequent tumor evolution. Furthermore, we estimate the de novo mutation rate in KRAS position 12 and in genes downstream of KRAS. Finally, we present an approach for estimation of the selection intensity for these point mutations that explains their high prevalence in tumors. We find no evidence of heterogeneity that may compromise KRAS G12C targeted therapy within sequenced lung tumors or passaged xenografts. We find that mutations that confer resistance are even less likely to occur downstream of KRAS than to occur within KRAS. Our approach predicts that BRAF V600E would provide the highest fitness advantage for de novo-resistant subclones. Overall, our findings suggest that resistance to targeted therapy of KRAS G12C-positive tumors is unlikely to be present at the time of treatment and, among the de novo mutations likely to confer resistance, mutations in BRAF, a gene with targeted inhibitors presently available, result in subclones with the highest fitness advantage.
引用
收藏
页码:2444 / 2455
页数:12
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