Article (Scientific journals)
Preservation Analysis of Macrophage Gene Coexpression Between Human and Mouse Identifies PARK2 as a Genetically Controlled Master Regulator of Oxidative Phosphorylation in Humans.
Codoni, Veronica; Blum, Yuna; Civelek, Mete et al.
2016In G3 (Bethesda, Md.), 6 (10), p. 3361-3371
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Keywords :
Animals; Computational Biology/methods; Evolution, Molecular; Gene Expression Profiling; Gene Expression Regulation; Gene Expression Regulation, Enzymologic; Gene Regulatory Networks; Genome-Wide Association Study; Genotype; High-Throughput Nucleotide Sequencing; Humans; Macrophages/metabolism; Mice; Oxidative Phosphorylation; Quantitative Trait Loci; Species Specificity; Transcriptome; Ubiquitin-Protein Ligases/genetics/metabolism; Workflow; cross-species comparison; eQTL analysis; gene expression network analysis; macrophages; trans genetic effects
Abstract :
[en] Macrophages are key players involved in numerous pathophysiological pathways and an in-depth characterization of their gene regulatory networks can help in better understanding how their dysfunction may impact on human diseases. We here conducted a cross-species network analysis of macrophage gene expression data between human and mouse to identify conserved networks across both species, and assessed whether such networks could reveal new disease-associated regulatory mechanisms. From a sample of 684 individuals processed for genome-wide macrophage gene expression profiling, we identified 27 groups of coexpressed genes (modules). Six modules were found preserved (P < 10(-4)) in macrophages from 86 mice of the Hybrid Mouse Diversity Panel. One of these modules was significantly [false discovery rate (FDR) = 8.9 × 10(-11)] enriched for genes belonging to the oxidative phosphorylation (OXPHOS) pathway. This pathway was also found significantly (FDR < 10(-4)) enriched in susceptibility genes for Alzheimer, Parkinson, and Huntington diseases. We further conducted an expression quantitative trait loci analysis to identify SNP that could regulate macrophage OXPHOS gene expression in humans. This analysis identified the PARK2 rs192804963 as a trans-acting variant influencing (minimal P-value = 4.3 × 10(-8)) the expression of most OXPHOS genes in humans. Further experimental work demonstrated that PARK2 knockdown expression was associated with increased OXPHOS gene expression in THP1 human macrophages. This work provided strong new evidence that PARK2 participates to the regulatory networks associated with oxidative phosphorylation and suggested that PARK2 genetic variations could act as a trans regulator of OXPHOS gene macrophage expression in humans.
Disciplines :
Genetics & genetic processes
Author, co-author :
Codoni, Veronica  ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Bioinformatics Core ; Institut National de la Santé et de la Recherche Médicale - INSERM > Sorbonne Universités, Université Pierre et Marie Curie, Paris 06, Institut National de la Santé et de la Recherche Médicale, Unité Mixte de Recherche en Santé 1166, F-75013 Paris
Blum, Yuna
Civelek, Mete
Proust, Carole
Franzén, Oscar
Björkegren, Johan L. M.
Le Goff, Wilfried
Cambien, Francois
Lusis, Aldons J.
Trégouët, David-Alexandre
External co-authors :
yes
Language :
English
Title :
Preservation Analysis of Macrophage Gene Coexpression Between Human and Mouse Identifies PARK2 as a Genetically Controlled Master Regulator of Oxidative Phosphorylation in Humans.
Publication date :
2016
Journal title :
G3 (Bethesda, Md.)
ISSN :
2160-1836
eISSN :
2160-1836
Volume :
6
Issue :
10
Pages :
3361-3371
Peer reviewed :
Peer reviewed
Additional URL :
Commentary :
Copyright © 2016 Codoni et al.
Available on ORBilu :
since 19 December 2022

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