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.
Authors
- Elissa J. Chesler (ORCID: https://orcid.org/0000-0002-5642-5062)
- Ashley Olson
- Wu‐Lin Zuo
- Brian S. White (ORCID: https://orcid.org/0000-0002-2954-4410)
- Daniel A. Skelly (ORCID: https://orcid.org/0000-0002-2329-2216)
- Catrina Spruce
- Christopher L. Baker (ORCID: https://orcid.org/0000-0001-6677-0356)
- Candice N. Baker (ORCID: https://orcid.org/0009-0008-7793-3008)
- Olivier Poirion (ORCID: https://orcid.org/0000-0002-0429-7003)
- Sandra L Daigle
Institutions
- Jackson Laboratory (US)
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
Funders
- Serono Symposia International Foundation
- National Institute of General Medical Sciences