Enhlink infers distal and context-specific enhancer–promoter linkages

Enhlink is a computational tool for scATAC-seq data analysis, facilitating precise interrogation of enhancer function at the single-cell level. It employs an ensemble approach incorporating technical and biological covariates to infer condition-specific regulatory DNA linkages. Enhlink can integrate multi-omic data for enhanced specificity, when available. Evaluation with simulated and real data, including multi-omic datasets from the mouse striatum and novel promoter capture Hi-C data, demonstrate that Enhlink outperfoms alternative methods. Coupled with eQTL analysis, it identified a putative super-enhancer in striatal neurons. Overall, Enhlink offers accuracy, power, and potential for revealing novel biological insights in gene regulation.

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Publication Details

Journal
Genome biology
Published
2024-09-02
DOI
https://doi.org/10.1186/s13059-024-03374-9
Citations
5
Primary Topic
Single-cell and spatial transcriptomics
Type
article
Field-Weighted Citation Impact
1.17

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article

Enhlink infers distal and context-specific enhancer–promoter linkages

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5 citations
Genome biology
Single-cell and spatial transcriptomics
1.17
article

Enhlink infers distal and context-specific enhancer–promoter linkages

Elissa J. Chesler, Ashley Olson, Wu‐Lin Zuo, Brian S. White, Daniel A. Skelly, Catrina Spruce, Christopher L. Baker, Candice N. Baker, Olivier Poirion, Sandra L Daigle
article en
5 citations

Abstract

Enhlink is a computational tool for scATAC-seq data analysis, facilitating precise interrogation of enhancer function at the single-cell level. It employs an ensemble approach incorporating technical and biological covariates to infer condition-specific regulatory DNA linkages. Enhlink can integrate multi-omic data for enhanced specificity, when available. Evaluation with simulated and real data, including multi-omic datasets from the mouse striatum and novel promoter capture Hi-C data, demonstrate that Enhlink outperfoms alternative methods. Coupled with eQTL analysis, it identified a putative super-enhancer in striatal neurons. Overall, Enhlink offers accuracy, power, and potential for revealing novel biological insights in gene regulation.

Genome biologyVol. 25(1)
Jackson Laboratory (US)
Serono Symposia International Foundation, National Institute of General Medical Sciences
Openalex Percentile: Top 22%
Single-cell and spatial transcriptomics
1.17
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