Deciphering essential cistromes using genome-wide CRISPR screens

被引:30
|
作者
Fei, Teng [1 ,2 ,3 ,4 ,5 ,6 ,7 ,8 ,9 ]
Li, Wei [5 ,8 ,9 ,10 ,11 ]
Peng, Jingyu [3 ,4 ,5 ,6 ,7 ,8 ,9 ]
Xiao, Tengfei [3 ,4 ,5 ,6 ,7 ,8 ,9 ]
Chen, Chen-Hao [5 ,8 ,9 ]
Wu, Alexander [5 ,8 ,9 ,12 ]
Huang, Jialiang [8 ,9 ]
Zang, Chongzhi [13 ]
Liu, X. Shirley [5 ,8 ,9 ]
Brown, Myles [3 ,4 ,5 ,6 ,7 ]
机构
[1] Northeastern Univ, Coll Life & Hlth Sci, Shenyang 110819, Liaoning, Peoples R China
[2] Northeastern Univ, Key Lab Data Analyt & Optimizat Smart Ind, Minist Educ, Shenyang 110819, Liaoning, Peoples R China
[3] Dana Farber Canc Inst, Div Mol & Cellular Oncol, Boston, MA 02215 USA
[4] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02215 USA
[5] Dana Farber Canc Inst, Ctr Funct Canc Epigenet, Boston, MA 02215 USA
[6] Brigham & Womens Hosp, Dept Med, Boston, MA 02215 USA
[7] Harvard Med Sch, Boston, MA 02215 USA
[8] Dana Farber Canc Inst, Dept Data Sci, Boston, MA 02215 USA
[9] Harvard TH Chan Sch Publ Hlth, Boston, MA 02215 USA
[10] Childrens Natl Hosp, Ctr Genet Med Res, Washington, DC 20010 USA
[11] George Washington Sch Med & Hlth Sci, Dept Genom & Precis Med, Washington, DC 20010 USA
[12] Harvard Sch Publ Hlth, Program Computat Biol & Quantitat Genet, Boston, MA 02215 USA
[13] Univ Virginia, Ctr Publ Hlth Genom, Charlottesville, VA 22908 USA
基金
中国国家自然科学基金;
关键词
CRISPR screen; cistrome; CTCF; FOXA1; enhancer; CANCER CLASSIFICATION; CTCF; ELEMENTS; BINDING; LANDSCAPE; DISCOVERY; TOPOLOGY; FOXA1; CAS9;
D O I
10.1073/pnas.1908155116
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
Although millions of transcription factor binding sites, or cistromes, have been identified across the human genome, defining which of these sites is functional in a given condition remains challenging. Using CRISPR/Cas9 knockout screens and gene essentiality or fitness as the readout, we systematically investigated the essentiality of over 10,000 FOXA1 and CTCF binding sites in breast and prostate cancer cells. We found that essential FOXA1 binding sites act as enhancers to orchestrate the expression of nearby essential genes through the binding of lineage-specific transcription factors. In contrast, CRISPR screens of the CTCF cistrome revealed 2 classes of essential binding sites. The first class of essential CTCF binding sites act like FOXA1 sites as enhancers to regulate the expression of nearby essential genes, while a second class of essential CTCF binding sites was identified at topologically associated domain (TAD) boundaries and display distinct characteristics. Using regression methods trained on our screening data and public epigenetic profiles, we developed a model to predict essential cis-elements with high accuracy. The model for FOXA1 essentiality correctly predicts noncoding variants associated with cancer risk and progression. Taken together, CRISPR screens of cis-regulatory elements can define the essential cistrome of a given factor and can inform the development of predictive models of cistrome function.
引用
收藏
页码:25186 / 25195
页数:10
相关论文
共 50 条
  • [31] Genome-wide CRISPR-Cas9 screens reveal modulators of temozolomide sensitivity in glioblastoma
    MacLeod, Graham
    Rajakulendran, Nishani
    Hart, Traver
    Yu, Helen
    Dirks, Peter B.
    Angers, Stephane
    MOLECULAR CANCER THERAPEUTICS, 2017, 16 (10)
  • [32] The application of genome-wide CRISPR-Cas9 screens to dissect the molecular mechanisms of toxins
    Wang, Bei
    Chen, Jun-Zhu
    Luo, Xue-Qun
    Wan, Guo-Hui
    Tang, Yan-Lai
    Wang, Qiao-Ping
    COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2022, 20 : 5076 - 5084
  • [33] Genome-Wide CRISPR Screens Identify Novel Mediators of Cell-Mediated Collagen Degradation
    Podolsky, M.
    Yang, C.
    Lizama-Valenzuela, C.
    McManus, M.
    Atabai, K.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2021, 203 (09)
  • [34] Genome-wide CRISPR screens identify therapeutic targets for HNF1A-deficient diabetes
    Cuenca-Ardura, M.
    De Vas, M.
    Balboa, D.
    Ferrer, J.
    DIABETOLOGIA, 2022, 65 (SUPPL 1) : S162 - S162
  • [35] A Genome-wide CRISPR Death Screen Identifies Genes Essential for Oxidative Phosphorylation
    Arroyo, Jason D.
    Jourdain, Alexis A.
    Calvo, Sarah E.
    Ballarano, Carmine A.
    Doench, John G.
    Root, David E.
    Mootha, Vamsi K.
    Cell Metabolism, 2016, 24 (06) : 875 - 885
  • [36] Identification of cancer vulnerabilities to metabolic perturbation using genome wide CRISPR screens
    Chandrashekhar, Megha
    Arreger, Michael
    Seetharaman, Ashwin
    Hart, Traver
    Moffat, Jason
    CANCER RESEARCH, 2016, 76
  • [37] A CRISPR method for genome-wide screening
    Brooke LaFlamme
    Nature Genetics, 2014, 46 (2) : 99 - 99
  • [38] Dual genome-wide CRISPR knockout and CRISPR activation screens identify mechanisms that regulate the resistance to multiple ATR inhibitors
    Schleicher, Emily M.
    Dhoonmoon, Ashna
    Jackson, Lindsey M.
    Clements, Kristen E.
    Stump, Coryn L.
    Nicolae, Claudia M.
    Moldovan, George-Lucian
    PLOS GENETICS, 2020, 16 (11):
  • [39] Systematic genome-wide screens of gene function
    Carpenter, AE
    Sabatini, DM
    NATURE REVIEWS GENETICS, 2004, 5 (01) : 11 - 22
  • [40] Systematic genome-wide screens of gene function
    Anne E. Carpenter
    David M. Sabatini
    Nature Reviews Genetics, 2004, 5 : 11 - 22