模块化设计
Boosting(机器学习)
计算机科学
计算生物学
同源(生物学)
生物
人工智能
遗传学
操作系统
基因
作者
Ying-Ying Jin,Peng Zhang,Lele Liu,Xiang Zhao,Xiaoqing Hu,S.L. Liu,Zekun Li,Qian Liu,Jian-Qiao Wang,De‐Long Hao,Zhu‐Qin Zhang,Hou‐Zao Chen,De‐Pei Liu
标识
DOI:10.1038/s41467-024-50788-x
摘要
Despite the potential of small molecules and recombinant proteins to enhance the efficiency of homology-directed repair (HDR), single-stranded DNA (ssDNA) donors, as currently designed and chemically modified, remain suboptimal for precise gene editing. Here, we screen the biased ssDNA binding sequences of DNA repair-related proteins and engineer RAD51-preferred sequences into HDR-boosting modules for ssDNA donors. Donors with these modules exhibit an augmented affinity for RAD51, thereby enhancing HDR efficiency across various genomic loci and cell types when cooperated with Cas9, nCas9, and Cas12a. By combining with an inhibitor of non-homologous end joining (NHEJ) or the HDRobust strategy, these modular ssDNA donors achieve up to 90.03% (median 74.81%) HDR efficiency. The HDR-boosting modules targeting an endogenous protein enable a chemical modification-free strategy to improve the efficacy of ssDNA donors for precise gene editing.
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