CRISPR screens identify gene targets at breast cancer risk loci

被引:12
作者
Tuano, Natasha K. [1 ,2 ]
Beesley, Jonathan [3 ]
Manning, Murray [1 ,2 ,4 ]
Shi, Wei [3 ]
Perlaza-Jimenez, Laura [1 ,2 ,5 ]
Malaver-Ortega, Luis F. [4 ]
Paynter, Jacob M. [1 ,2 ,6 ]
Black, Debra [3 ]
Civitarese, Andrew [3 ]
McCue, Karen [3 ]
Hatzipantelis, Aaron [3 ]
Hillman, Kristine [3 ]
Kaufmann, Susanne [3 ]
Sivakumaran, Haran [3 ]
Polo, Jose M. [6 ]
Reddel, Roger R. [7 ]
Band, Vimla [8 ]
French, Juliet D. [3 ]
Edwards, Stacey L. [3 ]
Powell, David R. [5 ]
Chenevix-Trench, Georgia [3 ]
Rosenbluh, Joseph [1 ,2 ,4 ]
机构
[1] Monash Univ, Biomed Discovery Inst, Canc Res Program, Clayton, Vic, Australia
[2] Monash Univ, Biomed Discovery Inst, Dept Biochem & Mol Biol, Clayton, Vic, Australia
[3] QIMR Berghofer Med Res Inst, Canc Program, Brisbane, Australia
[4] Monash Univ, Funct Genom Platform, Clayton, Vic, Australia
[5] Monash Univ, Bioinformat Platform, Clayton, Vic, Australia
[6] Monash Biomed Discovery Inst, Dev & Stem Cells Program, Clayton, Vic, Australia
[7] Univ Sydney, Childrens Med Res Inst, Fac Med & Hlth, Canc Res Unit, Westmead, NSW, Australia
[8] Univ Nebraska Med Ctr, Dept Genet Cell Biol & Anat, Omaha, NE USA
基金
澳大利亚国家健康与医学研究理事会;
关键词
Post GWAS; Breast cancer risk; Functional phenotypic screens; Target discovery; FUNCTIONAL VARIANTS; SUSCEPTIBILITY LOCI; CELLS; ENHANCER; REVEALS; DUSP4; DESIGN; 11Q13;
D O I
10.1186/s13059-023-02898-w
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
BackgroundGenome-wide association studies (GWAS) have identified > 200 loci associated with breast cancer risk. The majority of candidate causal variants are in non-coding regions and likely modulate cancer risk by regulating gene expression. However, pinpointing the exact target of the association, and identifying the phenotype it mediates, is a major challenge in the interpretation and translation of GWAS.ResultsHere, we show that pooled CRISPR screens are highly effective at identifying GWAS target genes and defining the cancer phenotypes they mediate. Following CRISPR mediated gene activation or suppression, we measure proliferation in 2D, 3D, and in immune-deficient mice, as well as the effect on DNA repair. We perform 60 CRISPR screens and identify 20 genes predicted with high confidence to be GWAS targets that promote cancer by driving proliferation or modulating the DNA damage response in breast cells. We validate the regulation of a subset of these genes by breast cancer risk variants.ConclusionsWe demonstrate that phenotypic CRISPR screens can accurately pinpoint the gene target of a risk locus. In addition to defining gene targets of risk loci associated with increased breast cancer risk, we provide a platform for identifying gene targets and phenotypes mediated by risk variants.
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页数:23
相关论文
共 73 条
  • [31] Dual-specificity protein phosphatase DUSP4 regulates response to MEK inhibition in BRAF wild-type melanoma
    Gupta, Avinash
    Towers, Christopher
    Willenbrock, Frances
    Brant, Roz
    Hodgson, Darren Richard
    Sharpe, Alan
    Smith, Paul
    Cutts, Anthony
    Schuh, Anna
    Asher, Ruth
    Myers, Kevin
    Love, Sharon
    Collins, Linda
    Wise, Adelyn
    Middleton, Mark Roy
    Macaulay, Valentine Moya
    [J]. BRITISH JOURNAL OF CANCER, 2020, 122 (04) : 506 - 516
  • [32] CRISPR screens in cancer spheroids identify 3D growth-specific vulnerabilities
    Han, Kyuho
    Pierce, Sarah E.
    Li, Amy
    Spees, Kaitlyn
    Anderson, Grace R.
    Seoane, Jose A.
    Lo, Yuan-Hung
    Dubreuil, Michael
    Olivas, Micah
    Kamber, Roarke A.
    Wainberg, Michael
    Kostyrko, Kaja
    Kelly, Marcus R.
    Yousefi, Maryam
    Simpkins, Scott W.
    Yao, David
    Lee, Keonil
    Kuo, Calvin J.
    Jackson, Peter K.
    Sweet-Cordero, Alejandro
    Kundaje, Anshul
    Gentles, Andrew J.
    Curtis, Christina
    Winslow, Monte M.
    Bassik, Michael C.
    [J]. NATURE, 2020, 580 (7801) : 136 - +
  • [33] Hallmarks of Cancer: The Next Generation
    Hanahan, Douglas
    Weinberg, Robert A.
    [J]. CELL, 2011, 144 (05) : 646 - 674
  • [34] DUSP4 inhibits autophagic cell death in PTC by inhibiting JNK-BCL2-Beclin1 signaling
    He, Huixiang
    Du, Zhenshuang
    Lin, Jianqing
    Wu, Wenyi
    Yu, Yihuang
    [J]. BIOCHEMISTRY AND CELL BIOLOGY, 2021, 99 (05) : 554 - 561
  • [35] He JX, 2020, AM J TRANSL RES, V12, P310
  • [36] Genomic Loss of DUSP4 Contributes to the Progression of Intraepithelial Neoplasm of Pancreas to Invasive Carcinoma
    Hijiya, Naoki
    Tsukamoto, Yoshiyuki
    Nakada, Chisato
    Lam Tung Nguyen
    Kai, Tomoki
    Matsuura, Keiko
    Shibata, Kohei
    Inomata, Masafumi
    Uchida, Tomohisa
    Tokunaga, Akinori
    Amada, Kohei
    Shirao, Kuniaki
    Yamada, Yasunari
    Mori, Hiromu
    Takeuchi, Ichiro
    Seto, Masao
    Aoki, Masahiro
    Takekawa, Mutsuhiro
    Moriyama, Masatsugu
    [J]. CANCER RESEARCH, 2016, 76 (09) : 2612 - 2625
  • [37] Hill AJ, 2018, NAT METHODS, V15, P271, DOI [10.1038/NMETH.4604, 10.1038/nmeth.4604]
  • [38] Targeting histone acetylation dynamics and oncogenic transcription by catalytic P300/CBP inhibition
    Hogg, Simon J.
    Motorna, Olga
    Cluse, Leonie A.
    Johanson, Timothy M.
    Coughlan, Hannah D.
    Raviram, Ramya
    Myers, Robert M.
    Costacurta, Matteo
    Todorovski, Izabela
    Pijpers, Lizzy
    Bjelosevic, Stefan
    Williams, Tobias
    Huskins, Shannon N.
    Kearney, Conor J.
    Devlin, Jennifer R.
    Fan, Zheng
    Jabbari, Jafar S.
    Martin, Ben P.
    Fareh, Mohamed
    Kelly, Madison J.
    Dupere-Richer, Daphne
    Sandow, Jarrod J.
    Feran, Breon
    Knight, Deborah
    Khong, Tiffany
    Spencer, Andrew
    Harrison, Simon J.
    Gregory, Gareth
    Wickramasinghe, Vihandha O.
    Webb, Andrew, I
    Taberlay, Phillippa C.
    Bromberg, Kenneth D.
    Lai, Albert
    Papenfuss, Anthony T.
    Smyth, Gordon K.
    Allan, Rhys S.
    Licht, Jonathan D.
    Landau, Dan A.
    Abdel-Wahab, Omar
    Shortt, Jake
    Vervoort, Stephin J.
    Johnstone, Ricky W.
    [J]. MOLECULAR CELL, 2021, 81 (10) : 2183 - +
  • [39] The GATA3 X308_Splice breast cancer mutation is a hormone context-dependent oncogenic driver
    Hruschka, Natascha
    Kalisz, Mark
    Subijana, Maria
    Grana-Castro, Osvaldo
    Del Cano-Ochoa, Francisco
    Brunet, Laia Pare
    Chernukhin, Igor
    Sagrera, Ana
    De Reynies, Aurelien
    Kloesch, Bernhard
    Chin, Suet-Feung
    Burgues, Octavio
    Andreu, David
    Bermejo, Begona
    Cejalvo, Juan Miguel
    Sutton, Joe
    Caldas, Carlos
    Ramon-Maiques, Santiago
    Carroll, Jason S.
    Prat, Aleix
    Real, Francisco X.
    Martinelli, Paola
    [J]. ONCOGENE, 2020, 39 (32) : 5455 - 5467
  • [40] Lineage-Specific Genome Architecture Links Enhancers and Non-coding Disease Variants to Target Gene Promoters
    Javierre, Biola M.
    Burren, Oliver S.
    Wilder, Steven P.
    Kreuzhuber, Roman
    Hill, Steven M.
    Sewitz, Sven
    Cairns, Jonathan
    Wingett, Steven W.
    Varnai, Csilla
    Thiecke, Michiel J.
    Burden, Frances
    Farrow, Samantha
    Cutler, Antony J.
    Rehnstrom, Karola
    Downes, Kate
    Grassi, Luigi
    Kostadima, Myrto
    Freire-Pritchett, Paula
    Wang, Fan
    Stunnenberg, Hendrik G.
    Todd, John A.
    Zerbino, Daniel R.
    Stegle, Oliver
    Ouwehand, Willem H.
    Frontini, Mattia
    Wallace, Chris
    Spivakov, Mikhail
    Fraser, Peter
    [J]. CELL, 2016, 167 (05) : 1369 - +