TY - JOUR
T1 - SWOffinder
T2 - Efficient and versatile search of CRISPR off-targets with bulges by Smith-Waterman alignment
AU - Yaish, Ofir
AU - Malle, Amichai
AU - Cohen, Eliav
AU - Orenstein, Yaron
N1 - Publisher Copyright:
© 2023 The Author(s)
PY - 2024/1/19
Y1 - 2024/1/19
N2 - CRISPR/Cas9 technology is revolutionizing the field of gene editing. While this technology enables the targeting of any gene, it may also target unplanned loci, termed off-target sites (OTS), which are a few mismatches, insertions, and deletions from the target. While existing methods for finding OTS up to a given mismatch threshold are efficient, other methods considering insertions and deletions are limited by long runtimes, incomplete OTS lists, and partial support of versatile thresholds. Here, we developed SWOffinder, an efficient method based on Smith-Waterman alignment to find all OTS up to some edit distance. We implemented an original trace-back approach to find OTS under versatile criteria, such as separate limits on the number of insertions, deletions, and mismatches. Compared to state-of-the-art methods, only SWOffinder finds all OTS in the genome in just a few minutes. SWOffinder enables accurate and efficient genomic search of OTS, which will lead to safer gene editing.
AB - CRISPR/Cas9 technology is revolutionizing the field of gene editing. While this technology enables the targeting of any gene, it may also target unplanned loci, termed off-target sites (OTS), which are a few mismatches, insertions, and deletions from the target. While existing methods for finding OTS up to a given mismatch threshold are efficient, other methods considering insertions and deletions are limited by long runtimes, incomplete OTS lists, and partial support of versatile thresholds. Here, we developed SWOffinder, an efficient method based on Smith-Waterman alignment to find all OTS up to some edit distance. We implemented an original trace-back approach to find OTS under versatile criteria, such as separate limits on the number of insertions, deletions, and mismatches. Compared to state-of-the-art methods, only SWOffinder finds all OTS in the genome in just a few minutes. SWOffinder enables accurate and efficient genomic search of OTS, which will lead to safer gene editing.
KW - Algorithms
KW - Bioinformatics
KW - Biological constraints
KW - Techniques in genetics
UR - http://www.scopus.com/inward/record.url?scp=85179835436&partnerID=8YFLogxK
U2 - 10.1016/j.isci.2023.108557
DO - 10.1016/j.isci.2023.108557
M3 - Article
C2 - 38169993
AN - SCOPUS:85179835436
SN - 2589-0042
VL - 27
JO - iScience
JF - iScience
IS - 1
M1 - 108557
ER -