CHANGE-seq reveals genetic and epigenetic effects on CRISPR-Cas9 genome-wide activity.


Journal

Nature biotechnology
ISSN: 1546-1696
Titre abrégé: Nat Biotechnol
Pays: United States
ID NLM: 9604648

Informations de publication

Date de publication:
11 2020
Historique:
received: 09 07 2019
accepted: 06 05 2020
pubmed: 17 6 2020
medline: 16 12 2020
entrez: 17 6 2020
Statut: ppublish

Résumé

Current methods can illuminate the genome-wide activity of CRISPR-Cas9 nucleases, but are not easily scalable to the throughput needed to fully understand the principles that govern Cas9 specificity. Here we describe 'circularization for high-throughput analysis of nuclease genome-wide effects by sequencing' (CHANGE-seq), a scalable, automatable tagmentation-based method for measuring the genome-wide activity of Cas9 in vitro. We applied CHANGE-seq to 110 single guide RNA targets across 13 therapeutically relevant loci in human primary T cells and identified 201,934 off-target sites, enabling the training of a machine learning model to predict off-target activity. Comparing matched genome-wide off-target, chromatin modification and accessibility, and transcriptional data, we found that cellular off-target activity was two to four times more likely to occur near active promoters, enhancers and transcribed regions. Finally, CHANGE-seq analysis of six targets across eight individual genomes revealed that human single-nucleotide variation had significant effects on activity at ~15.2% of off-target sites analyzed. CHANGE-seq is a simplified, sensitive and scalable approach to understanding the specificity of genome editors.

Identifiants

pubmed: 32541958
doi: 10.1038/s41587-020-0555-7
pii: 10.1038/s41587-020-0555-7
pmc: PMC7652380
mid: NIHMS1591991
doi:

Substances chimiques

Chromatin 0
CRISPR-Associated Protein 9 EC 3.1.-

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

Pagination

1317-1327

Subventions

Organisme : NIBIB NIH HHS
ID : U01 EB029373
Pays : United States
Organisme : NHLBI NIH HHS
ID : P01 HL053749
Pays : United States
Organisme : NHLBI NIH HHS
ID : U01 HL145793
Pays : United States
Organisme : NCI NIH HHS
ID : P30 CA021765
Pays : United States
Organisme : NIAID NIH HHS
ID : U01 AI157189
Pays : United States
Organisme : Doris Duke Charitable Foundation
ID : 2017093
Pays : United States
Organisme : NIGMS NIH HHS
ID : R35 GM133614
Pays : United States

Références

Annu Rev Genet. 2008;42:269-86
pubmed: 18680433
Nat Biotechnol. 2015 Feb;33(2):187-197
pubmed: 25513782
Nat Med. 2018 Aug;24(8):1216-1224
pubmed: 30082871
Nat Med. 2017 Sep;23(9):1095-1101
pubmed: 28759051
Bioinformatics. 2011 Nov 1;27(21):2957-63
pubmed: 21903629
Cell. 2014 Feb 27;156(5):935-49
pubmed: 24529477
Genome Biol. 2008;9(9):R137
pubmed: 18798982
Nat Methods. 2012 Feb 28;9(3):215-6
pubmed: 22373907
Nat Methods. 2018 Jul;15(7):512-514
pubmed: 29786090
Nat Biotechnol. 2015 Feb;33(2):179-86
pubmed: 25503383
Nat Biotechnol. 2013 Sep;31(9):822-6
pubmed: 23792628
Bioinformatics. 2009 Jul 15;25(14):1754-60
pubmed: 19451168
Science. 2019 Apr 19;364(6437):286-289
pubmed: 31000663
Nat Methods. 2013 Apr;10(4):361-5
pubmed: 23503052
Nucleic Acids Res. 2013 Nov;41(20):9584-92
pubmed: 23939622
Proc Natl Acad Sci U S A. 2017 Dec 26;114(52):E11257-E11266
pubmed: 29229813
Nature. 2016 Jan 28;529(7587):490-5
pubmed: 26735016
Bioinformatics. 2014 Aug 1;30(15):2114-20
pubmed: 24695404
Nat Biotechnol. 2016 May;34(5):525-7
pubmed: 27043002
Nat Protoc. 2018 Nov;13(11):2615-2642
pubmed: 30341435
BMC Bioinformatics. 2014 Jun 12;15:182
pubmed: 24925680
Bioinformatics. 2014 May 15;30(10):1473-5
pubmed: 24463181
Nat Biotechnol. 2013 Sep;31(9):827-32
pubmed: 23873081
Proc Natl Acad Sci U S A. 1975 Sep;72(9):3628-32
pubmed: 1059152
Genome Res. 2018 Dec;28(12):1894-1900
pubmed: 30413470
Nature. 2017 Mar 2;543(7643):113-117
pubmed: 28225754
Genome Biol. 2010;11(12):R119
pubmed: 21143862
Nat Methods. 2017 Jun;14(6):607-614
pubmed: 28459458
Nat Biotechnol. 2015 Feb;33(2):175-8
pubmed: 25599175
Nature. 2014 Nov 20;515(7527):371-375
pubmed: 25409826
Nat Biotechnol. 2019 May;37(5):561-566
pubmed: 30936564
Science. 2016 Jan 1;351(6268):84-8
pubmed: 26628643
Nucleic Acids Res. 2014 Jul;42(Web Server issue):W187-91
pubmed: 24799436
Genome Res. 2014 Jan;24(1):132-41
pubmed: 24253446
Science. 2012 Aug 17;337(6096):816-21
pubmed: 22745249
Nat Commun. 2017 May 12;8:15058
pubmed: 28497783
Nature. 2017 Oct 19;550(7676):407-410
pubmed: 28931002
Nat Methods. 2017 Oct;14(10):959-962
pubmed: 28846090
Science. 2013 Feb 15;339(6121):823-6
pubmed: 23287722
Science. 2003 Oct 17;302(5644):415-9
pubmed: 14564000
Proc Natl Acad Sci U S A. 2018 Sep 18;115(38):9351-9358
pubmed: 30201707
Nat Methods. 2015 Mar;12(3):237-43, 1 p following 243
pubmed: 25664545
Science. 2013 Feb 15;339(6121):819-23
pubmed: 23287718
Elife. 2016 Mar 17;5:
pubmed: 26987018
Nat Methods. 2017 Jun;14(6):600-606
pubmed: 28459459
Mol Plant. 2013 Nov;6(6):1975-83
pubmed: 23956122
Nat Protoc. 2016 May;11(5):853-71
pubmed: 27031497
Nat Biotechnol. 2019 Jun;37(6):657-666
pubmed: 30988504
Nature. 2018 Sep;561(7723):416-419
pubmed: 30209390

Auteurs

Cicera R Lazzarotto (CR)

Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, USA.

Nikolay L Malinin (NL)

Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, USA.

Yichao Li (Y)

Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, USA.

Ruochi Zhang (R)

Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA.

Yang Yang (Y)

Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA.

GaHyun Lee (G)

Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, USA.

Eleanor Cowley (E)

Roche Sequencing & Life Science, Roche Diagnostics, Indianapolis, IN, USA.

Yanghua He (Y)

Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, USA.
Department of Human Nutrition, Food and Animal Sciences, College of Tropical Agriculture and Human Resources, University of Hawaii at Manoa, Honolulu, HI, USA.

Xin Lan (X)

Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, USA.

Kasey Jividen (K)

Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, USA.

Varun Katta (V)

Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, USA.

Natalia G Kolmakova (NG)

National Institute of Standards and Technology, Gaithersburg, MD, USA.

Christopher T Petersen (CT)

Department of Bone Marrow Transplantation & Cellular Therapy, St Jude Children's Research Hospital, Memphis, TN, USA.

Qian Qi (Q)

Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, USA.

Evgheni Strelcov (E)

Physical Measurement Laboratory, National Institute of Standards and Technology, Gaithersburg, MD, USA.
Maryland NanoCenter, University of Maryland, College Park, MD, USA.

Samantha Maragh (S)

National Institute of Standards and Technology, Gaithersburg, MD, USA.

Giedre Krenciute (G)

Department of Bone Marrow Transplantation & Cellular Therapy, St Jude Children's Research Hospital, Memphis, TN, USA.

Jian Ma (J)

Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA.

Yong Cheng (Y)

Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, USA.

Shengdar Q Tsai (SQ)

Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, USA. shengdar.tsai@stjude.org.

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Classifications MeSH