EpiVar browser: advanced exploration of epigenomics data under controlled access.


Journal

Bioinformatics (Oxford, England)
ISSN: 1367-4811
Titre abrégé: Bioinformatics
Pays: England
ID NLM: 9808944

Informations de publication

Date de publication:
06 Mar 2024
Historique:
received: 09 08 2023
revised: 30 01 2024
accepted: 05 03 2024
medline: 7 3 2024
pubmed: 7 3 2024
entrez: 7 3 2024
Statut: aheadofprint

Résumé

Human epigenomic data has been generated by large consortia for thousands of cell types to be used as a reference map of normal and disease chromatin states. Since epigenetic data contains potentially identifiable information, similarly to genetic data, most raw files generated by these consortia are stored in controlled-access databases. It is important to protect identifiable information, but this should not hinder secure sharing of these valuable datasets. Guided by the Framework for responsible sharing of genomic and health-related data from the Global Alliance for Genomics and Health (GA4GH), we have developed an approach and a tool to facilitate the exploration of epigenomics datasets' aggregate results, while filtering out identifiable information. Specifically, the EpiVar Browser allows a user to navigate an epigenetic dataset from a cohort of individuals and enables direct exploration of genotype-chromatin phenotype relationships. Because individual genotypes and epigenetic signal tracks are not directly accessible, and rather aggregated in the portal output, no identifiable data is released, yet the interface allows for dynamic genotype-epigenome interrogation. This approach has the potential to accelerate analyses that would otherwise require a lengthy multi-step approval process and provides a generalisable strategy to facilitate responsible access to sensitive epigenomics data. Online portal: https://computationalgenomics.ca/tools/epivar; EpiVar Browser source code: https://github.com/c3g/epivar-browser; bw-merge-window tool source code: https://github.com/c3g/bw-merge-window. Supplementary data are available at Bioinformatics online.

Identifiants

pubmed: 38449289
pii: 7623587
doi: 10.1093/bioinformatics/btae136
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Commentaires et corrections

Type : UpdateOf

Informations de copyright

© The Author(s) 2024. Published by Oxford University Press.

Auteurs

David R Lougheed (DR)

Canadian Centre for Computational Genomics, McGill University, Montreal, QC Canada.
Department of Human Genetics, McGill University, Montreal, QC Canada.
Victor Phillip Dahdaleh Institute of Genomic Medicine at McGill University, Montréal, QC Canada.

Hanshi Liu (H)

Department of Human Genetics, McGill University, Montreal, QC Canada.
Victor Phillip Dahdaleh Institute of Genomic Medicine at McGill University, Montréal, QC Canada.
Centre of Genomics and Policy, McGill University, Montreal, QC Canada.

Katherine A Aracena (KA)

Department of Human Genetics, University of Chicago, Chicago, IL USA.

Romain Grégoire (R)

Canadian Centre for Computational Genomics, McGill University, Montreal, QC Canada.

Alain Pacis (A)

Canadian Centre for Computational Genomics, McGill University, Montreal, QC Canada.
Victor Phillip Dahdaleh Institute of Genomic Medicine at McGill University, Montréal, QC Canada.

Tomi Pastinen (T)

Department of Human Genetics, McGill University, Montreal, QC Canada.
Victor Phillip Dahdaleh Institute of Genomic Medicine at McGill University, Montréal, QC Canada.
Genomic Medicine Center, Children's Mercy, Kansas City, MO USA.

Luis B Barreiro (LB)

Department of Human Genetics, University of Chicago, Chicago, IL USA.
Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, IL USA.
Committee on Immunology, University of Chicago, Chicago, IL USA.

Yann Joly (Y)

Department of Human Genetics, McGill University, Montreal, QC Canada.
Victor Phillip Dahdaleh Institute of Genomic Medicine at McGill University, Montréal, QC Canada.
Centre of Genomics and Policy, McGill University, Montreal, QC Canada.

David Bujold (D)

Canadian Centre for Computational Genomics, McGill University, Montreal, QC Canada.
Department of Human Genetics, McGill University, Montreal, QC Canada.
Victor Phillip Dahdaleh Institute of Genomic Medicine at McGill University, Montréal, QC Canada.

Guillaume Bourque (G)

Canadian Centre for Computational Genomics, McGill University, Montreal, QC Canada.
Department of Human Genetics, McGill University, Montreal, QC Canada.
Victor Phillip Dahdaleh Institute of Genomic Medicine at McGill University, Montréal, QC Canada.
Institute for the Advanced Study of Human Biology (WPI-ASHBi), Kyoto University, Kyoto, Japan.

Classifications MeSH