High-Resolution Mapping of Multiway Enhancer-Promoter Interactions Regulating Pathogen Detection
Name:
Publisher version
View Source
Access full-text PDFOpen Access
View Source
Check access options
Check access options
Authors
Vangala, PranithaMurphy, Rachel
Quinodoz, Sofia A.
Gellatly, Kyle J.
McDonel, Patrick E.
Guttman, Mitchell
Garber, Manuel
UMass Chan Affiliations
Graduate School of Biomedical SciencesProgram in Molecular Medicine
Program in Bioinformatics and Integrative Biology
Document Type
Journal ArticlePublication Date
2020-10-15Keywords
chromosome conformationcis-regulatory elements
dendritic cells
enhancers
genetic variation
innate immunity
machine learning
multiway promoter interactions
single cell
single molecule
Amino Acids, Peptides, and Proteins
Biochemistry, Biophysics, and Structural Biology
Bioinformatics
Genetics and Genomics
Molecular Biology
Metadata
Show full item recordAbstract
Eukaryotic gene expression regulation involves thousands of distal regulatory elements. Understanding the quantitative contribution of individual enhancers to gene expression is critical for assessing the role of disease-associated genetic risk variants. Yet, we lack the ability to accurately link genes with their distal regulatory elements. To address this, we used 3D enhancer-promoter (E-P) associations identified using split-pool recognition of interactions by tag extension (SPRITE) to build a predictive model of gene expression. Our model dramatically outperforms models using genomic proximity and can be used to determine the quantitative impact of enhancer loss on gene expression in different genetic backgrounds. We show that genes that form stable E-P hubs have less cell-to-cell variability in gene expression. Finally, we identified transcription factors that regulate stimulation-dependent E-P interactions. Together, our results provide a framework for understanding quantitative contributions of E-P interactions and associated genetic variants to gene expression.Source
Vangala P, Murphy R, Quinodoz SA, Gellatly K, McDonel P, Guttman M, Garber M. High-Resolution Mapping of Multiway Enhancer-Promoter Interactions Regulating Pathogen Detection. Mol Cell. 2020 Oct 15;80(2):359-373.e8. doi: 10.1016/j.molcel.2020.09.005. Epub 2020 Sep 28. PMID: 32991830; PMCID: PMC7572724. Link to article on publisher's site
DOI
10.1016/j.molcel.2020.09.005Permanent Link to this Item
http://hdl.handle.net/20.500.14038/29614PubMed ID
32991830Related Resources
ae974a485f413a2113503eed53cd6c53
10.1016/j.molcel.2020.09.005