科研成果详情

发表状态已发表Published
题名CRISPR-detector: fast and accurate detection, visualization, and annotation of genome-wide mutations induced by genome editing events
作者
发表日期2023-08-01
发表期刊Journal of Genetics and Genomics
ISSN/eISSN1673-8527
卷号50期号:8页码:563-572
摘要

The leading-edge CRISPR/CRISPR-associated technology is revolutionizing biotechnologies through genome editing. To track on/off-target events with emerging new editing techniques, improved bioinformatic tools are indispensable. Existing tools suffer from limitations in speed and scalability, especially with whole-genome sequencing (WGS) data analysis. To address these limitations, we have developed a comprehensive tool called CRISPR-detector, a web-based and locally deployable pipeline for genome editing sequence analysis. The core analysis module of CRISPR-detector is based on the Sentieon TNscope pipeline, with additional novel annotation and visualization modules designed to fit CRISPR applications. Co-analysis of the treated and control samples is performed to remove existing background variants prior to genome editing. CRISPR-detector offers optimized scalability, enabling WGS data analysis beyond Browser Extensible Data file-defined regions, with improved accuracy due to haplotype-based variant calling to handle sequencing errors. In addition, the tool also provides integrated structural variation calling and includes functional and clinical annotations of editing-induced mutations appreciated by users. These advantages facilitate rapid and efficient detection of mutations induced by genome editing events, especially for datasets generated from WGS. The web-based version of CRISPR-detector is available at https://db.cngb.org/crispr-detector, and the locally deployable version is available at https://github.com/hlcas/CRISPR-detector.

关键词Genetic background removal Genome editing On/off-target Structural variation
DOI10.1016/j.jgg.2023.03.010
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收录类别SCIE
语种英语English
WOS研究方向Biochemistry & Molecular Biology ; Genetics & Heredity
WOS类目Biochemistry & Molecular Biology ; Genetics & Heredity
WOS记录号WOS:001101778500001
Scopus入藏号2-s2.0-85159196764
引用统计
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/10798
专题北师香港浸会大学
通讯作者Wang, Dan
作者单位
1.College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
2.BGI-Shenzhen, Shenzhen, Guangdong, 518083, China
3.BNU-HKBU United International College, Zhuhai, Guangdong, 519087, China
4.Sentieon Inc, San Jose, 94042, United States
5.School of Biology and Biological Engineering, South China University of Technology, Guangzhou, Guangdong, 510006, China
6.National Resource Center for Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China
通讯作者单位北师香港浸会大学
推荐引用方式
GB/T 7714
Huang, Lei,Wang, Dan,Chen, Haodonget al. CRISPR-detector: fast and accurate detection, visualization, and annotation of genome-wide mutations induced by genome editing events[J]. Journal of Genetics and Genomics, 2023, 50(8): 563-572.
APA Huang, Lei., Wang, Dan., Chen, Haodong., Hu, Jinnan., Dai, Xuechen., .. & Jiang, Yuan. (2023). CRISPR-detector: fast and accurate detection, visualization, and annotation of genome-wide mutations induced by genome editing events. Journal of Genetics and Genomics, 50(8), 563-572.
MLA Huang, Lei,et al."CRISPR-detector: fast and accurate detection, visualization, and annotation of genome-wide mutations induced by genome editing events". Journal of Genetics and Genomics 50.8(2023): 563-572.
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