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CRISPECTOR provides accurate estimation of genome editing translocation and off-target activity from comparative NGS data
Controlling off-target editing activity is one of the central challenges in making CRISPR technology accurate and applicable in medical practice. Current algorithms for analyzing off-target activity do not provide statistical quantification, are not sufficiently sensitive in separating signal from n...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8144550/ https://www.ncbi.nlm.nih.gov/pubmed/34031394 http://dx.doi.org/10.1038/s41467-021-22417-4 |
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author | Amit, Ido Iancu, Ortal Levy-Jurgenson, Alona Kurgan, Gavin McNeill, Matthew S. Rettig, Garrett R. Allen, Daniel Breier, Dor Ben Haim, Nimrod Wang, Yu Anavy, Leon Hendel, Ayal Yakhini, Zohar |
author_facet | Amit, Ido Iancu, Ortal Levy-Jurgenson, Alona Kurgan, Gavin McNeill, Matthew S. Rettig, Garrett R. Allen, Daniel Breier, Dor Ben Haim, Nimrod Wang, Yu Anavy, Leon Hendel, Ayal Yakhini, Zohar |
author_sort | Amit, Ido |
collection | PubMed |
description | Controlling off-target editing activity is one of the central challenges in making CRISPR technology accurate and applicable in medical practice. Current algorithms for analyzing off-target activity do not provide statistical quantification, are not sufficiently sensitive in separating signal from noise in experiments with low editing rates, and do not address the detection of translocations. Here we present CRISPECTOR, a software tool that supports the detection and quantification of on- and off-target genome-editing activity from NGS data using paired treatment/control CRISPR experiments. In particular, CRISPECTOR facilitates the statistical analysis of NGS data from multiplex-PCR comparative experiments to detect and quantify adverse translocation events. We validate the observed results and show independent evidence of the occurrence of translocations in human cell lines, after genome editing. Our methodology is based on a statistical model comparison approach leading to better false-negative rates in sites with weak yet significant off-target activity. |
format | Online Article Text |
id | pubmed-8144550 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-81445502021-06-01 CRISPECTOR provides accurate estimation of genome editing translocation and off-target activity from comparative NGS data Amit, Ido Iancu, Ortal Levy-Jurgenson, Alona Kurgan, Gavin McNeill, Matthew S. Rettig, Garrett R. Allen, Daniel Breier, Dor Ben Haim, Nimrod Wang, Yu Anavy, Leon Hendel, Ayal Yakhini, Zohar Nat Commun Article Controlling off-target editing activity is one of the central challenges in making CRISPR technology accurate and applicable in medical practice. Current algorithms for analyzing off-target activity do not provide statistical quantification, are not sufficiently sensitive in separating signal from noise in experiments with low editing rates, and do not address the detection of translocations. Here we present CRISPECTOR, a software tool that supports the detection and quantification of on- and off-target genome-editing activity from NGS data using paired treatment/control CRISPR experiments. In particular, CRISPECTOR facilitates the statistical analysis of NGS data from multiplex-PCR comparative experiments to detect and quantify adverse translocation events. We validate the observed results and show independent evidence of the occurrence of translocations in human cell lines, after genome editing. Our methodology is based on a statistical model comparison approach leading to better false-negative rates in sites with weak yet significant off-target activity. Nature Publishing Group UK 2021-05-24 /pmc/articles/PMC8144550/ /pubmed/34031394 http://dx.doi.org/10.1038/s41467-021-22417-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Amit, Ido Iancu, Ortal Levy-Jurgenson, Alona Kurgan, Gavin McNeill, Matthew S. Rettig, Garrett R. Allen, Daniel Breier, Dor Ben Haim, Nimrod Wang, Yu Anavy, Leon Hendel, Ayal Yakhini, Zohar CRISPECTOR provides accurate estimation of genome editing translocation and off-target activity from comparative NGS data |
title | CRISPECTOR provides accurate estimation of genome editing translocation and off-target activity from comparative NGS data |
title_full | CRISPECTOR provides accurate estimation of genome editing translocation and off-target activity from comparative NGS data |
title_fullStr | CRISPECTOR provides accurate estimation of genome editing translocation and off-target activity from comparative NGS data |
title_full_unstemmed | CRISPECTOR provides accurate estimation of genome editing translocation and off-target activity from comparative NGS data |
title_short | CRISPECTOR provides accurate estimation of genome editing translocation and off-target activity from comparative NGS data |
title_sort | crispector provides accurate estimation of genome editing translocation and off-target activity from comparative ngs data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8144550/ https://www.ncbi.nlm.nih.gov/pubmed/34031394 http://dx.doi.org/10.1038/s41467-021-22417-4 |
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