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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
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.
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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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