Parallel characterization of cis-regulatory elements for multiple genes using CRISPRpath

被引:15
|
作者
Ren, Xingjie [1 ]
Wang, Mengchi [2 ]
Li, Bingkun [1 ]
Jamieson, Kirsty [1 ]
Zheng, Lina [2 ]
Jones, Ian R. [1 ]
Li, Bin [3 ]
Takagi, Maya Asami [1 ]
Lee, Jerry [1 ]
Maliskova, Lenka [1 ]
Tam, Tsz Wai [1 ]
Yu, Miao [3 ,13 ]
Hu, Rong [3 ]
Lee, Lindsay [4 ]
Abnousi, Armen [4 ]
Li, Gang [5 ]
Li, Yun [6 ,7 ,8 ]
Hu, Ming [4 ]
Ren, Bing [3 ,9 ,10 ]
Wang, Wei [2 ,11 ]
Shen, Yin [1 ,12 ]
机构
[1] Univ Calif San Francisco, Inst Human Genet, San Francisco, CA 94143 USA
[2] Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
[3] Ludwig Inst Canc Res, La Jolla, CA USA
[4] Cleveland Clin Fdn, Lerner Res Inst, Dept Quantitat Hlth Sci, 9500 Euclid Ave, Cleveland, OH 44195 USA
[5] Univ N Carolina, Dept Stat & Operat Res, Chapel Hill, NC 27515 USA
[6] Univ N Carolina, Dept Biostat, Chapel Hill, NC 27515 USA
[7] Univ N Carolina, Dept Genet, Chapel Hill, NC 27515 USA
[8] Univ N Carolina, Dept Comp Sci, Chapel Hill, NC 27515 USA
[9] Univ Calif San Diego, Dept Cellular & Mol Med, La Jolla, CA 92093 USA
[10] Univ Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USA
[11] Univ Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USA
[12] Univ Calif San Diego, Dept Neurol, San Francisco, CA 92093 USA
[13] Fudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai, Peoples R China
关键词
DNA-REPAIR; ENHANCER; EXPRESSION; SINGLE; TRANSCRIPTION; REPLICATION; DISSECTION; PROMOTERS; THOUSANDS; CHROMATIN;
D O I
10.1126/sciadv.abi4360
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
Current pooled CRISPR screens for cis-regulatory elements (CREs), based on transcriptional output changes, are typically limited to characterizing CREs of only one gene. Here, we describe CRISPRpath, a scalable screening strategy for parallelly characterizing CREs of genes linked to the same biological pathway and converging phenotypes. We demonstrate the ability of CRISPRpath for simultaneously identifying functional enhancers of six genes in the 6-thioguanine-induced DNA mismatch repair pathway using both CRISPR interference (CRISPRi) and CRISPR nuclease (CRISPRn) approaches. Sixty percent of the identified enhancers are known promoters with distinct epigenomic features compared to other active promoters, including increased chromatin accessibility and interactivity. Furthermore, by imposing different levels of selection pressure, CRISPRpath can distinguish enhancers exerting strong impact on gene expression from those exerting weak impact. Our results offer a nuanced view of cis-regulation and demonstrate that CRISPRpath can be leveraged for understanding the complex gene regulatory program beyond transcriptional output at scale.
引用
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页数:12
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