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Deciphering essential cistromes using genome-wide CRISPR screens
Although millions of transcription factor binding sites, or cistromes, have been identified across the human genome, defining which of these sites is functional in a given condition remains challenging. Using CRISPR/Cas9 knockout screens and gene essentiality or fitness as the readout, we systematic...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6911175/ https://www.ncbi.nlm.nih.gov/pubmed/31727847 http://dx.doi.org/10.1073/pnas.1908155116 |
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author | Fei, Teng Li, Wei Peng, Jingyu Xiao, Tengfei Chen, Chen-Hao Wu, Alexander Huang, Jialiang Zang, Chongzhi Liu, X. Shirley Brown, Myles |
author_facet | Fei, Teng Li, Wei Peng, Jingyu Xiao, Tengfei Chen, Chen-Hao Wu, Alexander Huang, Jialiang Zang, Chongzhi Liu, X. Shirley Brown, Myles |
author_sort | Fei, Teng |
collection | PubMed |
description | Although millions of transcription factor binding sites, or cistromes, have been identified across the human genome, defining which of these sites is functional in a given condition remains challenging. Using CRISPR/Cas9 knockout screens and gene essentiality or fitness as the readout, we systematically investigated the essentiality of over 10,000 FOXA1 and CTCF binding sites in breast and prostate cancer cells. We found that essential FOXA1 binding sites act as enhancers to orchestrate the expression of nearby essential genes through the binding of lineage-specific transcription factors. In contrast, CRISPR screens of the CTCF cistrome revealed 2 classes of essential binding sites. The first class of essential CTCF binding sites act like FOXA1 sites as enhancers to regulate the expression of nearby essential genes, while a second class of essential CTCF binding sites was identified at topologically associated domain (TAD) boundaries and display distinct characteristics. Using regression methods trained on our screening data and public epigenetic profiles, we developed a model to predict essential cis-elements with high accuracy. The model for FOXA1 essentiality correctly predicts noncoding variants associated with cancer risk and progression. Taken together, CRISPR screens of cis-regulatory elements can define the essential cistrome of a given factor and can inform the development of predictive models of cistrome function. |
format | Online Article Text |
id | pubmed-6911175 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-69111752019-12-18 Deciphering essential cistromes using genome-wide CRISPR screens Fei, Teng Li, Wei Peng, Jingyu Xiao, Tengfei Chen, Chen-Hao Wu, Alexander Huang, Jialiang Zang, Chongzhi Liu, X. Shirley Brown, Myles Proc Natl Acad Sci U S A Biological Sciences Although millions of transcription factor binding sites, or cistromes, have been identified across the human genome, defining which of these sites is functional in a given condition remains challenging. Using CRISPR/Cas9 knockout screens and gene essentiality or fitness as the readout, we systematically investigated the essentiality of over 10,000 FOXA1 and CTCF binding sites in breast and prostate cancer cells. We found that essential FOXA1 binding sites act as enhancers to orchestrate the expression of nearby essential genes through the binding of lineage-specific transcription factors. In contrast, CRISPR screens of the CTCF cistrome revealed 2 classes of essential binding sites. The first class of essential CTCF binding sites act like FOXA1 sites as enhancers to regulate the expression of nearby essential genes, while a second class of essential CTCF binding sites was identified at topologically associated domain (TAD) boundaries and display distinct characteristics. Using regression methods trained on our screening data and public epigenetic profiles, we developed a model to predict essential cis-elements with high accuracy. The model for FOXA1 essentiality correctly predicts noncoding variants associated with cancer risk and progression. Taken together, CRISPR screens of cis-regulatory elements can define the essential cistrome of a given factor and can inform the development of predictive models of cistrome function. National Academy of Sciences 2019-12-10 2019-11-14 /pmc/articles/PMC6911175/ /pubmed/31727847 http://dx.doi.org/10.1073/pnas.1908155116 Text en Copyright © 2019 the Author(s). Published by PNAS. http://creativecommons.org/licenses/by/4.0/ https://creativecommons.org/licenses/by/4.0/This open access article is distributed under Creative Commons Attribution License 4.0 (CC BY) (http://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Biological Sciences Fei, Teng Li, Wei Peng, Jingyu Xiao, Tengfei Chen, Chen-Hao Wu, Alexander Huang, Jialiang Zang, Chongzhi Liu, X. Shirley Brown, Myles Deciphering essential cistromes using genome-wide CRISPR screens |
title | Deciphering essential cistromes using genome-wide CRISPR screens |
title_full | Deciphering essential cistromes using genome-wide CRISPR screens |
title_fullStr | Deciphering essential cistromes using genome-wide CRISPR screens |
title_full_unstemmed | Deciphering essential cistromes using genome-wide CRISPR screens |
title_short | Deciphering essential cistromes using genome-wide CRISPR screens |
title_sort | deciphering essential cistromes using genome-wide crispr screens |
topic | Biological Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6911175/ https://www.ncbi.nlm.nih.gov/pubmed/31727847 http://dx.doi.org/10.1073/pnas.1908155116 |
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