Guillaume Bourque
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Articles (18)
Year:
2025
Year:
2025
Year:
2025
Year:
2025
Motivation 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. Results 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 generalizable strategy to facilitate responsible access to sensitive epigenomics data. Availability and implementation 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.
Year:
2024
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2024
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2024
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2024
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2023
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2023
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2023
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2022
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2022
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2021
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2021
Year:
2021
Year:
2020
Year:
2020
Collaborators (16)
Yojiro Yamanaka
Associate Professor
McGill University
Yann Joly
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Elixabet Lopez-Lopez
University of the Basque Country/Euskal Herriko Unibertsitatea (UPV/EHU)
Donald C. Vinh
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Itziar Astigarraga
Profesora Asociada
Universidad del País Vasco Facultad de Farmacia
Tom Curran
Executive Director and Chief Scientific Officer
Children's Mercy Hospital
Serge McGraw
Associate Professor
Université de Montréal
Ioannis Ragoussis
Professor, Head of Genome Sciences
McGill University
Idoia Martin-Guerrero
Assistan Professor
UPV/EHU
Benjamin Hitz
Stanford University
David Langlais
Assistant Professor / Principal Investigator
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Xun Chen
特定助教 / Program-Specific Assistant Professor
Kyoto University
Thomas Dupas
Université de Montréal
Travis Wheeler
Associate Professor
University of Arizona
Maxime Bouchard
Professor
McGill University
William A Pastor
McGill University
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