Quantitative In Vivo Analyses Reveal a Complex Pharmacogenomic Landscape in Lung Adenocarcinoma

被引:10
|
作者
Li, Chuan [1 ]
Lin, Wen-Yang [2 ]
Rizvi, Hira [3 ]
Cai, Hongchen [2 ]
McFarland, Christopher D. [1 ]
Rogers, Zoe N. [2 ]
Yousefi, Maryam [2 ]
Winters, Ian P. [2 ]
Rudin, Charles M. [4 ,5 ]
Petrov, Dmitri A. [1 ,6 ]
Winslow, Monte M. [2 ,6 ,7 ]
机构
[1] Stanford Univ, Dept Biol, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Genet, Sch Med, 279 Campus Dr, Stanford, CA 94305 USA
[3] Mem Sloan Kettering Canc Ctr, Druckenmiller Ctr Lung Canc Res, 1275 York Ave, New York, NY 10021 USA
[4] Mem Sloan Kettering Canc Ctr, Dept Med, Thorac Oncol Serv, 1275 York Ave, New York, NY 10021 USA
[5] Weill Cornell Med Coll, Dept Med, New York, NY USA
[6] Stanford Univ, Sch Med, Canc Biol Program, Stanford, CA 94305 USA
[7] Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USA
关键词
ENGINEERED MOUSE MODELS; TUMOR HETEROGENEITY; CANCER CELLS; SAMPLE-SIZE; XENOGRAFTS; INACTIVATION; SENSITIVITY; INHIBITORS;
D O I
10.1158/0008-5472.CAN-21-0716
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The lack of knowledge about the relationship between tumor genotypes and therapeutic responses remains one of the most critical gaps in enabling the effective use of cancer therapies. Here, we couple a multiplexed and quantitative experimental platform with robust statistical methods to enable pharmacogenomic mapping of lung cancer treatment responses in vivo. The complex map of genotype-specific treatment responses uncovered that over 20% of possible interactions show significant resistance or sensitivity. Known and novel interactions were identified, and one of these interactions, the resistance of KEAPI-mutant lung tumors to platinum therapy, was validated using a large patient response data set. These results highlight the broad impact of tumor suppressor genotype on treatment responses and define a strategy to identify the determinants of precision therapies. Significance: An experimental and analytical framework to generate in vivo pharmacogenomic maps that relate tumor genotypes to therapeutic responses reveals a surprisingly complex map of genotype-specific resistance and sensitivity.
引用
收藏
页码:4570 / 4580
页数:11
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