Guillaume Bourque

McGill University
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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

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2021

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2020

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2020

Collaborators (16)

Yojiro Yamanaka

Associate Professor

McGill University

CANADA
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Yann Joly

-

CANADA
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Elixabet Lopez-Lopez

University of the Basque Country/Euskal Herriko Unibertsitatea (UPV/EHU)

SPAIN
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Donald C. Vinh

-

CANADA
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Itziar Astigarraga

Profesora Asociada

Universidad del País Vasco Facultad de Farmacia

SPAIN
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Tom Curran

Executive Director and Chief Scientific Officer

Children's Mercy Hospital

UNITED STATES
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Serge McGraw

Associate Professor

Université de Montréal

CANADA
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Ioannis Ragoussis

Professor, Head of Genome Sciences

McGill University

CANADA
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Idoia Martin-Guerrero

Assistan Professor

UPV/EHU

SPAIN
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Benjamin Hitz

Stanford University

UNITED STATES
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David Langlais

Assistant Professor / Principal Investigator

-

CANADA
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Xun Chen

特定助教 / Program-Specific Assistant Professor

Kyoto University

JAPAN
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Thomas Dupas

Université de Montréal

CANADA
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Travis Wheeler

Associate Professor

University of Arizona

UNITED STATES
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Maxime Bouchard

Professor

McGill University

CANADA
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William A Pastor

McGill University

CANADA
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