Mapping the genomic landscape of CRISPR-Cas9 cleavage

Cameron, Peter, Fuller, Chris K, Donohoue, Paul D, Jones, Brittnee N, Thompson, Matthew S, Carter, Matthew M, Gradia, Scott, Vidal, Bastien +13 more·2017·Nature Methods

Cited by (454)

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  3. A Review: Computational Approaches to Design sgRNA of CRISPR-Cas9
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  4. Editorial: Genome editing applications of CRISPR/Cas9 in metabolic diseases, hormonal system and cancer research
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  6. Guarding the genome: strategies for off-target detection and minimization in CRISPR/Cas9 system
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  8. Novel off-Targeting Events Identified after Genome Wide Analysis of CRISPR-Cas Edited Pigs
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  9. RGEN-seq for highly sensitive amplification-free screen of off-target sites of gene editors
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  10. Methods for Measuring CRISPR/Cas9 DNA Cleavage in Cells
    Christopher R. Cromwell, Juan Jovel, Basil P. Hubbard · 2020 · Methods in molecular biology
  11. The effect of sequence mismatches on binding affinity and endonuclease activity are decoupled throughout the Cas9 binding site
    Liyang Zhang, H. Tomas Rube, Harmen J. Bussemaker, Miles A. Pufall · 2017 · bioRxiv (Cold Spring Harbor Laboratory)
  12. Precision genome editing with DNA base editors
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  13. Efficient prime editing in vivo and in vitro using lipid nanoparticles
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  14. Beyond precision: evaluation of off-target clustered regularly interspaced short palindromic repeats/Cas9–mediated genome editing
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  15. Systematic high-throughput evaluation reveals FrCas9’s superior specificity and efficiency for therapeutic genome editing
    Rui Tian, Xun Tian, Yang Meiying, Yuping Song, Tingting Zhao, Chaoyue Zhong, Wei Zhong Zhu, Ping Zhou, Zhiqiang Han, Zheng Hu · 2025 · Science Advances
  16. CRISPR-Embedding: CRISPR/Cas9 off-target activity prediction using DNA k-mer embedding
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  17. UNCOVERseq enables sensitive and controlled gene editing off-target nomination across CRISPR-Cas modalities and systems
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  18. Regulations and safety assessment of genome editing technologies for human gene therapy
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  19. CRISPR Genome Editing Brings Global Food Security into the First Lane: Enhancing Nutrition and Stress Resilience in Crops
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  20. CRISPR and gene editing technologies for bleeding disorders
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  21. Anticipating On‐Target and Off‐Target Effects of CRISPR/Cas9 Genome Editing Via a Feedforward Neural Network Model
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  22. Visualization of a multi-turnover Cas9 after product release
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  23. dCas9-mediated dysregulation of gene expression in human induced pluripotent stem cells during primitive streak differentiation
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  24. CRISPR-KRISPR: a method to identify on-target and random insertion of donor DNAs and their characterization in knock-in mice
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  25. Structure- and Content-Dependent Efficiency of Cas9-Assisted DNA Cleavage in Genome-Editing Systems
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  26. Analysis of Off-target Effects and Risk Assessment Leading from Preclinical to Clinical Trials of Gene-edited Therapeutic Products
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  27. Advances in Off-Target Detection for CRISPR-Based Genome Editing
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  28. Unbiased prediction of off‐target sites in genome‐edited rice using SITE‐Seq analysis on a web‐based platform
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  32. Negative DNA Supercoiling Induces Genome Wide Cas9 Off-Target Activity
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  33. CHOPOFF: symbolic alignments enable fast and sensitive CRISPR off-target detection
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  34. Design principle of successful genome editing applications using CRISPR-based toolkits
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  35. Off-target interactions in the CRISPR-Cas9 Machinery: mechanisms and outcomes
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  36. High-fidelity AaCas12bMax enables the development of an engineered T cell therapy with enhanced safety and functional fitness
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  37. The multiple layers of RNA response in double-strand break repair
    Yilin Lu, Francesca Storici, Youngkyu Jeon · 2025 · Experimental & Molecular Medicine
  38. Engineering with care: safety assessment platforms for CRISPR-modified natural killer cells
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  39. Phage homing endonuclease amplifies anti-defense genes to evade bacterial immunity
    Kotaro Chihara, Aa Haeruman Azam, Artyom A. Egorov, Ilya M. Terenin, Masanori Hashino, Koichi Watashi, Kazuhiro Horiba, Vasili Hauryliuk, Kotaro Kiga · 2026 · Nature Communications
  40. Feature representation for explainable CRISPR off-target prediction and base editing efficiency
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  41. A bioinformatic analysis of gene editing off‐target loci altered by common polymorphisms, using ‘PopOff’
    Christopher Samson, Alex du Rand, John Hunt, Whitney Whitford, Jessie C. Jacobsen, Hilary M. Sheppard · 2024 · Journal of the Royal Society of New Zealand
  42. A systematic method for solving data imbalance in CRISPR off-target prediction tasks
    Zengrui Guan, Zhenran Jiang · 2024 · Computers in Biology and Medicine
  43. CRISPert: A Transformer-Based Model for CRISPR-Cas Off-Target Prediction
    William Jobson Pargeter, Rolf Backofen, Van Dinh Tran · 2024 · Lecture notes in computer science
  44. Predicting CRISPR Cas9 Off-Target Activities With a Two-Stage Deep Learning Framework
    Tianshan Zhang, Bei Jiang, Guang Yang, Zhijie Bao, Jiajie Peng · 2025 · IEEE Transactions on Computational Biology and Bioinformatics
  45. Strategies for Optimization of the Clustered Regularly Interspaced Short Palindromic Repeat-Based Genome Editing System for Enhanced Editing Specificity
    Yangmin Wang, Haozheng Wang, Ying-zhen Jian, Zhongtao Luo, Hongwei Shao, Wenfeng Zhang · 2021 · Human Gene Therapy
  46. Mechanism of the CRISPR/Cas9 System Specificity in Genome Editing
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  47. Deciphering Cas9 specificity: Role of domain dynamics and RNA:DNA hybrid interactions revealed through machine learning and accelerated molecular simulations
    Gayatri Panda, Arjun Ray · 2024 · International Journal of Biological Macromolecules
  48. Off-target detection of CRISPR-Cas9 nuclease in vitro with CROFT-Seq
    Paulius Toliusis, Algirdas Grybauskas, Tomas Šinkūnas, Tautvydas Karvelis, Giedrius Sasnauskas, Mindaugas Zaremba · 2026 · Synthetic Biology
  49. Advances on potential therapeutic options for epidermolysis bullosa
    Laura De Rosa, Ulrich Koller, Johann Wolfgang Bauer, Michele De Luca, Julia Reichelt · 2018 · Expert Opinion on Orphan Drugs
  50. Direct profiling of genome-wide dCas9 and Cas9 specificity using ssDNA mapping (CasKAS)
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  51. Massively Targeted Evaluation of Therapeutic CRISPR Off-Targets in Cells
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  52. Similarity-based transfer learning with deep learning networks for accurate CRISPR-Cas9 off-target prediction
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  53. Engineering DNA-Targeting CRISPR and CRISPR-Like Effectors: Advances from Rational Design and High-Throughput Screening to AI-Driven Development
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  54. Tricks and trends in CRISPR/Cas9-based genome editing and use of bioinformatics tools for improving on-target efficiency
    Muhammad Rizwan Javed, Rimsha Farooq, Khadim Hussain, Kamran Rashid, Aftab Bashir, Haiqa Saif · 2021 · Elsevier eBooks
  55. Off-Target Effects of Crop Genome Editing and Its Minimization
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  56. CRISPR Gene Editing of Hematopoietic Stem and Progenitor Cells
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  57. Combining Off‐flow, a Nextflow‐coded program, and whole genome sequencing reveals unintended genetic variation in CRISPR/Cas-edited iPSCs
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  59. Genotoxicity evaluation of gene therapies: A report from the International Workshop on Genotoxicity Testing (IWGT) 2022
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  60. Evaluation of CRISPR-Cas9 mismatch activity using a BRET-based reporter system
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  61. RNA silencing: the future potential strategy for engineering virus resistance in plants
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