An integrated platform of genomic assays reveals small-molecule bioactivities

被引:146
作者
Hoon, Shawn [1 ,2 ]
Smith, Andrew M. [3 ,5 ]
Wallace, Iain M. [4 ]
Suresh, Sundari [1 ]
Miranda, Molly [1 ]
Fung, Eula [1 ]
Proctor, Michael [1 ]
Shokat, Kevan M. [6 ]
Zhang, Chao [6 ]
Davis, Ronald W. [1 ,2 ]
Giaever, Guri [3 ,5 ,7 ]
StOnge, Robert P. [1 ]
Nislow, Corey [3 ,5 ]
机构
[1] Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
[2] Stanford Univ, Dept Genet, Stanford, CA 94305 USA
[3] Univ Toronto, Kings Coll Circle 1, Dept Mol Genet, Toronto, ON M5S 1A8, Canada
[4] Univ Toronto, Dept Med Res, Toronto, ON M5S 3E1, Canada
[5] Univ Toronto, Donnelly Ctr Cellular & Biomed Res, Toronto, ON M5S 3E1, Canada
[6] Univ Calif San Francisco, Dept Mol Pharmacol, San Francisco, CA 94158 USA
[7] Univ Toronto, Dept Pharmaceut Sci, Toronto, ON M5S 3M2, Canada
基金
加拿大健康研究院; 美国国家卫生研究院;
关键词
D O I
10.1038/nchembio.100
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 [生物化学与分子生物学]; 081704 [应用化学];
摘要
Bioactive compounds are widely used to modulate protein function and can serve as important leads for drug development. Identifying the in vivo targets of these compounds remains a challenge. Using yeast, we integrated three genome-wide gene-dosage assays to measure the effect of small molecules in vivo. A single TAG microarray was used to resolve the fitness of strains derived from pools of (i) homozygous deletion mutants, (ii) heterozygous deletion mutants and (iii) genomic library transformants. We demonstrated, with eight diverse reference compounds, that integration of these three chemogenomic profiles improves the sensitivity and specificity of small-molecule target identification. We further dissected the mechanism of action of two protein phosphatase inhibitors and in the process developed a framework for the rational design of multidrug combinations to sensitize cells with specific genotypes more effectively. Finally, we applied this platform to 188 novel synthetic chemical compounds and identified both potential targets and structure-activity relationships.
引用
收藏
页码:498 / 506
页数:9
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