Predicting CRISPR/Cas9-Induced Mutations for Precise Genome Editing

被引:43
作者
Molla, Kutubuddin A. [1 ,2 ,3 ]
Yang, Yinong [1 ,2 ]
机构
[1] Penn State Univ, Dept Plant Pathol & Environm Microbiol, University Pk, PA 16802 USA
[2] Penn State Univ, Huck Inst Life Sci, University Pk, PA 16802 USA
[3] Natl Rice Res Inst, ICAR, Cuttack 753006, Orissa, India
基金
美国国家科学基金会; 美国食品与农业研究所;
关键词
Genes - Machine learning;
D O I
10.1016/j.tibtech.2019.08.002
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
SpCas9 creates blunt end cuts in the genome and generates random and unpredictable mutations through error-prone repair systems. However, a growing body of recent evidence points instead to Cas9-induced staggered end generation, nonrandomness of mutations, and the predictability of editing outcomes using machine learning models.
引用
收藏
页码:136 / 141
页数:7
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