Screening for noise in gene expression identifies drug synergies

被引:167
作者
Dar, Roy D. [1 ]
Hosmane, Nina N. [2 ]
Arkin, Michelle R. [3 ,4 ]
Siliciano, Robert F. [2 ,5 ]
Weinberger, Leor S. [1 ,6 ,7 ]
机构
[1] Gladstone Inst, San Francisco, CA 94158 USA
[2] Johns Hopkins Univ, Sch Med, Dept Med, Baltimore, MD 21205 USA
[3] Univ Calif San Francisco, Small Mol Discovery Ctr, San Francisco, CA 94158 USA
[4] Univ Calif San Francisco, Dept Pharmaceut Chem, Sch Pharm, San Francisco, CA 94143 USA
[5] Johns Hopkins Univ, Sch Med, Howard Hughes Med Inst, Baltimore, MD 21205 USA
[6] Univ Calif San Francisco, Calif Inst Quantitat Biosci QB3, San Francisco, CA 94158 USA
[7] Univ Calif San Francisco, Dept Biochem & Biophys, San Francisco, CA 94143 USA
关键词
TRANSCRIPTIONAL REGULATION; LATENT INFECTION; HIV-1; LATENCY; STOCHASTICITY; CONSEQUENCES; FREQUENCY; PROMOTER; CELLS; CURE;
D O I
10.1126/science.1250220
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
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Stochastic fluctuations are inherent to gene expression and can drive cell-fate specification. We used such fluctuations to modulate reactivation of HIV from latency-a quiescent state that is a major barrier to an HIV cure. By screening a diverse library of bioactive small molecules, we identified more than 80 compounds that modulated HIV gene-expression fluctuations (i.e., "noise"), without changing mean expression. These noise-modulating compounds would be neglected in conventional screens, and yet, they synergized with conventional transcriptional activators. Noise enhancers reactivated latent cells significantly better than existing best-in-class reactivation drug combinations (and with reduced off-target cytotoxicity), whereas noise suppressors stabilized latency. Noise-modulating chemicals may provide novel probes for the physiological consequences of noise and an unexplored axis for drug discovery, allowing enhanced control over diverse cell-fate decisions.
引用
收藏
页码:1392 / 1396
页数:5
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