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Detection of gene cis-regulatory element perturbations in single-cell transcriptomes
We introduce poly-adenine CRISPR gRNA-based single-cell RNA-sequencing (pAC-Seq), a method that enables the direct observation of guide RNAs (gRNAs) in scRNA-seq. We use pAC-Seq to assess the phenotypic consequences of CRISPR/Cas9 based alterations of gene cis-regulatory regions. We show that pAC-Se...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8011753/ https://www.ncbi.nlm.nih.gov/pubmed/33711017 http://dx.doi.org/10.1371/journal.pcbi.1008789 |
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author | Yeo, Grace Hui Ting Juez, Oscar Chen, Qing Banerjee, Budhaditya Chu, Lendy Shen, Max W. Sabry, May Logister, Ive Sherwood, Richard I. Gifford, David K. |
author_facet | Yeo, Grace Hui Ting Juez, Oscar Chen, Qing Banerjee, Budhaditya Chu, Lendy Shen, Max W. Sabry, May Logister, Ive Sherwood, Richard I. Gifford, David K. |
author_sort | Yeo, Grace Hui Ting |
collection | PubMed |
description | We introduce poly-adenine CRISPR gRNA-based single-cell RNA-sequencing (pAC-Seq), a method that enables the direct observation of guide RNAs (gRNAs) in scRNA-seq. We use pAC-Seq to assess the phenotypic consequences of CRISPR/Cas9 based alterations of gene cis-regulatory regions. We show that pAC-Seq is able to detect cis-regulatory-induced alteration of target gene expression even when biallelic loss of target gene expression occurs in only ~5% of cells. This low rate of biallelic loss significantly increases the number of cells required to detect the consequences of changes to the regulatory genome, but can be ameliorated by transcript-targeted sequencing. Based on our experimental results we model the power to detect regulatory genome induced transcriptomic effects based on the rate of mono/biallelic loss, baseline gene expression, and the number of cells per target gRNA. |
format | Online Article Text |
id | pubmed-8011753 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-80117532021-04-07 Detection of gene cis-regulatory element perturbations in single-cell transcriptomes Yeo, Grace Hui Ting Juez, Oscar Chen, Qing Banerjee, Budhaditya Chu, Lendy Shen, Max W. Sabry, May Logister, Ive Sherwood, Richard I. Gifford, David K. PLoS Comput Biol Research Article We introduce poly-adenine CRISPR gRNA-based single-cell RNA-sequencing (pAC-Seq), a method that enables the direct observation of guide RNAs (gRNAs) in scRNA-seq. We use pAC-Seq to assess the phenotypic consequences of CRISPR/Cas9 based alterations of gene cis-regulatory regions. We show that pAC-Seq is able to detect cis-regulatory-induced alteration of target gene expression even when biallelic loss of target gene expression occurs in only ~5% of cells. This low rate of biallelic loss significantly increases the number of cells required to detect the consequences of changes to the regulatory genome, but can be ameliorated by transcript-targeted sequencing. Based on our experimental results we model the power to detect regulatory genome induced transcriptomic effects based on the rate of mono/biallelic loss, baseline gene expression, and the number of cells per target gRNA. Public Library of Science 2021-03-12 /pmc/articles/PMC8011753/ /pubmed/33711017 http://dx.doi.org/10.1371/journal.pcbi.1008789 Text en © 2021 Yeo et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Yeo, Grace Hui Ting Juez, Oscar Chen, Qing Banerjee, Budhaditya Chu, Lendy Shen, Max W. Sabry, May Logister, Ive Sherwood, Richard I. Gifford, David K. Detection of gene cis-regulatory element perturbations in single-cell transcriptomes |
title | Detection of gene cis-regulatory element perturbations in single-cell transcriptomes |
title_full | Detection of gene cis-regulatory element perturbations in single-cell transcriptomes |
title_fullStr | Detection of gene cis-regulatory element perturbations in single-cell transcriptomes |
title_full_unstemmed | Detection of gene cis-regulatory element perturbations in single-cell transcriptomes |
title_short | Detection of gene cis-regulatory element perturbations in single-cell transcriptomes |
title_sort | detection of gene cis-regulatory element perturbations in single-cell transcriptomes |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8011753/ https://www.ncbi.nlm.nih.gov/pubmed/33711017 http://dx.doi.org/10.1371/journal.pcbi.1008789 |
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