High-Resolution Mapping of Multiway Enhancer-Promoter Interactions Regulating Pathogen Detection
Abstract
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.
Additional Information
© 2020 Elsevier. Received 22 February 2020, Revised 4 June 2020, Accepted 4 September 2020, Available online 28 September 2020. We thank Athma Pai, Oliver Rando, John Harris, Kate Fitzgerald, and members of the Garber Lab for valuable discussions and comments. We thank Meenakshi Kagda and Jennifer Jou for help managing data submission to ENCODE. We also thank Inna-Marie Strazhnik for help with graphical abstract. This project was supported by NHGRI grants U01 HG007910 and R21CA236594 (M. Garber), NIH 4DN grants U01 DA040612 and U01 HL130007, and the NYSCF (M. Guttman). M. Guttman is a NYSCF-Robertson Investigator. Author Contributions. Conceptualization, Formal Analysis, and Data Curation, P.V. and M. Garber; Methodology, P.V., R.M., S.A.Q., K.G., P.M., M. Guttman, and M. Garber; Resources, M. Garber, and M. Guttman; Writing, P.V., M. Guttman, and M. Garber; Supervision and Funding Acquisition, M. Garber. Declaration of Interests. S.A.Q. and M. Guttman are inventors on a provisional patent on the SPRITE method.Attached Files
Published - 1-s2.0-S1097276520306134-main.pdf
Supplemental Material - 1-s2.0-S1097276520306134-mmc1.pdf
Supplemental Material - 1-s2.0-S1097276520306134-mmc2.xlsx
Supplemental Material - 1-s2.0-S1097276520306134-mmc3.xlsx
Supplemental Material - 1-s2.0-S1097276520306134-mmc4.zip
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Additional details
- PMCID
- PMC7572724
- Eprint ID
- 106010
- Resolver ID
- CaltechAUTHORS:20201012-163632672
- NIH
- U01 HG007910
- NIH
- R21CA236594
- NIH
- U01 DA040612
- NIH
- U01 HL130007
- New York Stem Cell Foundation
- Created
-
2020-10-13Created from EPrint's datestamp field
- Updated
-
2021-11-16Created from EPrint's last_modified field
- Caltech groups
- Division of Biology and Biological Engineering (BBE)