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Pitfalls in Single Clone CRISPR-Cas9 Mutagenesis to Fine-Map Regulatory Intervals

The majority of genetic variants affecting complex traits map to regulatory regions of genes, and typically lie in credible intervals of 100 or more SNPs. Fine mapping of the causal variant(s) at a locus depends on assays that are able to discriminate the effects of polymorphisms or mutations on gen...

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Autores principales: Tian, Ruoyu, Pan, Yidan, Etheridge, Thomas H. A., Deshmukh, Harshavardhan, Gulick, Dalia, Gibson, Greg, Bao, Gang, Lee, Ciaran M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7288657/
https://www.ncbi.nlm.nih.gov/pubmed/32375333
http://dx.doi.org/10.3390/genes11050504
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author Tian, Ruoyu
Pan, Yidan
Etheridge, Thomas H. A.
Deshmukh, Harshavardhan
Gulick, Dalia
Gibson, Greg
Bao, Gang
Lee, Ciaran M
author_facet Tian, Ruoyu
Pan, Yidan
Etheridge, Thomas H. A.
Deshmukh, Harshavardhan
Gulick, Dalia
Gibson, Greg
Bao, Gang
Lee, Ciaran M
author_sort Tian, Ruoyu
collection PubMed
description The majority of genetic variants affecting complex traits map to regulatory regions of genes, and typically lie in credible intervals of 100 or more SNPs. Fine mapping of the causal variant(s) at a locus depends on assays that are able to discriminate the effects of polymorphisms or mutations on gene expression. Here, we evaluated a moderate-throughput CRISPR-Cas9 mutagenesis approach, based on replicated measurement of transcript abundance in single-cell clones, by deleting candidate regulatory SNPs, affecting four genes known to be affected by large-effect expression Quantitative Trait Loci (eQTL) in leukocytes, and using Fluidigm qRT-PCR to monitor gene expression in HL60 pro-myeloid human cells. We concluded that there were multiple constraints that rendered the approach generally infeasible for fine mapping. These included the non-targetability of many regulatory SNPs, clonal variability of single-cell derivatives, and expense. Power calculations based on the measured variance attributable to major sources of experimental error indicated that typical eQTL explaining 10% of the variation in expression of a gene would usually require at least eight biological replicates of each clone. Scanning across credible intervals with this approach is not recommended.
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spelling pubmed-72886572020-07-01 Pitfalls in Single Clone CRISPR-Cas9 Mutagenesis to Fine-Map Regulatory Intervals Tian, Ruoyu Pan, Yidan Etheridge, Thomas H. A. Deshmukh, Harshavardhan Gulick, Dalia Gibson, Greg Bao, Gang Lee, Ciaran M Genes (Basel) Article The majority of genetic variants affecting complex traits map to regulatory regions of genes, and typically lie in credible intervals of 100 or more SNPs. Fine mapping of the causal variant(s) at a locus depends on assays that are able to discriminate the effects of polymorphisms or mutations on gene expression. Here, we evaluated a moderate-throughput CRISPR-Cas9 mutagenesis approach, based on replicated measurement of transcript abundance in single-cell clones, by deleting candidate regulatory SNPs, affecting four genes known to be affected by large-effect expression Quantitative Trait Loci (eQTL) in leukocytes, and using Fluidigm qRT-PCR to monitor gene expression in HL60 pro-myeloid human cells. We concluded that there were multiple constraints that rendered the approach generally infeasible for fine mapping. These included the non-targetability of many regulatory SNPs, clonal variability of single-cell derivatives, and expense. Power calculations based on the measured variance attributable to major sources of experimental error indicated that typical eQTL explaining 10% of the variation in expression of a gene would usually require at least eight biological replicates of each clone. Scanning across credible intervals with this approach is not recommended. MDPI 2020-05-04 /pmc/articles/PMC7288657/ /pubmed/32375333 http://dx.doi.org/10.3390/genes11050504 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Tian, Ruoyu
Pan, Yidan
Etheridge, Thomas H. A.
Deshmukh, Harshavardhan
Gulick, Dalia
Gibson, Greg
Bao, Gang
Lee, Ciaran M
Pitfalls in Single Clone CRISPR-Cas9 Mutagenesis to Fine-Map Regulatory Intervals
title Pitfalls in Single Clone CRISPR-Cas9 Mutagenesis to Fine-Map Regulatory Intervals
title_full Pitfalls in Single Clone CRISPR-Cas9 Mutagenesis to Fine-Map Regulatory Intervals
title_fullStr Pitfalls in Single Clone CRISPR-Cas9 Mutagenesis to Fine-Map Regulatory Intervals
title_full_unstemmed Pitfalls in Single Clone CRISPR-Cas9 Mutagenesis to Fine-Map Regulatory Intervals
title_short Pitfalls in Single Clone CRISPR-Cas9 Mutagenesis to Fine-Map Regulatory Intervals
title_sort pitfalls in single clone crispr-cas9 mutagenesis to fine-map regulatory intervals
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7288657/
https://www.ncbi.nlm.nih.gov/pubmed/32375333
http://dx.doi.org/10.3390/genes11050504
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