Comprehensive study of the exposome and omic data using rexposome Bioconductor Packages.


Journal

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

Informations de publication

Date de publication:
15 12 2019
Historique:
received: 06 02 2019
revised: 06 02 2019
accepted: 25 06 2019
pubmed: 28 6 2019
medline: 8 7 2020
entrez: 28 6 2019
Statut: ppublish

Résumé

Genomics has dramatically improved our understanding of the molecular origins of certain human diseases. Nonetheless, our health is also influenced by the cumulative impact of exposures experienced across the life course (termed 'exposome'). The study of the high-dimensional exposome offers a new paradigm for investigating environmental contributions to disease etiology. However, there is a lack of bioinformatics tools for managing, visualizing and analyzing the exposome. The analysis data should include both association with health outcomes and integration with omic layers. We provide a generic framework called rexposome project, developed in the R/Bioconductor architecture that includes object-oriented classes and methods to leverage high-dimensional exposome data in disease association studies including its integration with a variety of high-throughput data types. The usefulness of the package is illustrated by analyzing a real dataset including exposome data, three health outcomes related to respiratory diseases and its integration with the transcriptome and methylome. rexposome project is available at https://isglobal-brge.github.io/rexposome/. Supplementary data are available at Bioinformatics online.

Identifiants

pubmed: 31243429
pii: 5523848
doi: 10.1093/bioinformatics/btz526
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

5344-5345

Informations de copyright

© The Author(s) 2019. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

Auteurs

Carles Hernandez-Ferrer (C)

ISGlobal, Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Spain.
Universitat Pompeu Fabra (UPF), Barcelona, Spain.
CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.

Gregory A Wellenius (GA)

Department of Epidemiology, Brown University School of Public Health, Providence, RI, USA.

Ibon Tamayo (I)

ISGlobal, Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Spain.
Universitat Pompeu Fabra (UPF), Barcelona, Spain.
CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.

Xavier Basagaña (X)

ISGlobal, Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Spain.
Universitat Pompeu Fabra (UPF), Barcelona, Spain.
CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.

Jordi Sunyer (J)

ISGlobal, Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Spain.
Universitat Pompeu Fabra (UPF), Barcelona, Spain.
CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.
IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain.

Martine Vrijheid (M)

ISGlobal, Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Spain.
Universitat Pompeu Fabra (UPF), Barcelona, Spain.
CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.

Juan R Gonzalez (JR)

ISGlobal, Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Spain.
Universitat Pompeu Fabra (UPF), Barcelona, Spain.
CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.

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