Parkinson's disease; Multi-omics; Gut microbiome; Flagella; Bile acids; Gene expression
Abstract :
[en] Background
Parkinson’s disease (PD) is associated with gut microbiome shifts. These shifts are mainly described at taxonomic level, but the functional consequences remain unclear. To obtain insight into the functional disruptions of the gut microbiome in PD, we used an integrated multi-omics approach, comparing gut microbiomes of individuals with PD, prodromal PD, and healthy controls.
Results: Meta-metabolomics, the most discriminatory and robust omics level, was selected to Guide the analysis. We identified 11 metabolites that were differentially abundant between the groups, among which β-glutamate was increased in PD and prodromal PD, and correlated with the transcriptional activities of Methanobrevibacter smithii and Clostridium spp. We identified decreases in transcripts, but not in gene abundances, related to glutamate metabolism, bile acids biosynthesis, chemotaxis, and flagellar assembly in PD, particularly in keystone genera such as Roseburia, Agathobacter, and Blautia. Our findings, integrated into the Expobiome map, reveal multifactorial microbiome alterations which converge with PD pathways.
Conclusion: Our study highlights the apparent disruption of microbial gene expression in PD, particularly in genes associated to mobility. Moreover, we showcase the importance of investigating the gut microbiome’s functional dimensions to better resolve microbiome-host interactions in health and disease.
Research center :
Luxembourg Centre for Systems Biomedicine (LCSB): Eco-Systems Biology (Wilmes Group) Luxembourg Centre for Systems Biomedicine (LCSB): Bioinformatics Core (R. Schneider Group)
Disciplines :
Microbiology Neurology
Author, co-author :
VILLETTE, Rémy ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Systems Ecology
ORTIS SUNYER, Julia ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Systems Ecology
NOVIKOVA, Polina ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine > Systems Ecology > Team Paul WILMES
AHO, Velma ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine > Systems Ecology > Team Paul WILMES
PETROV, Viacheslav ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Systems Ecology
HICKL, Oskar ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine > Bioinformatics Core > Team Patrick MAY
BUSI, Susheel Bhanu ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine > Systems Ecology > Team Paul WILMES
DE RUDDER, Charlotte ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Systems Ecology
KUNATH, Benoît ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine > Systems Ecology > Team Paul WILMES
HALDER, Rashi ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Scientific Central Services > Sequencing Platform
JÄGER, Christian ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Scientific Central Services > Metabolomics Platform
LEBRUN, Laura ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine > Systems Ecology > Team Paul WILMES
DAUJEUMONT, Annegrät ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > LCSB Infrastructure > Facility management and development
Schade, Sebastian
Janzen, Annette
Jehmlich, Nico
von Bergen, Martin
LACZNY, Cedric Christian ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Systems Ecology
MAY, Patrick ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Bioinformatics Core
Trenkwalder, Claudia
Oertel, Wolfgang
Mollenhauer, Brit
WILMES, Paul ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Systems Ecology
H2020 - 863664 - ExpoBiome - Deciphering the impact of exposures from the gut microbiome-derived molecular complex in human health and disease
FnR Project :
FNR11333923 - MiBiPa - Non-invasive Microbiome-derived Multi-omic Biomarkers For The Early-stage Detection And Stratification Of Parkinson’S Disease, 2016 (01/09/2017-28/02/2021) - Paul Wilmes FNR10404093 - microCancer - Non-invasive Microbiome-derived Multi-omic Biomarkers For Early-stage Colorectal Cancer Detection, 2015 (01/01/2016-30/04/2019) - Paul Wilmes FNR11823097 - MICROH-DTU - Microbiomes In One Health, 2017 (01/09/2018-28/02/2025) - Paul Wilmes FNR13684739 - metaPUF - The Dark Metaproteome: Identifying Proteins Of Unknown Function In The Human Gut Microbiome, 2019 (01/04/2020-31/03/2022) - Paul Wilmes FNR11264123 - NCER-PD - Ncer-pd, 2015 (01/06/2015-31/05/2023) - Rejko Krüger FNR14429377 - ProtectMove II - Reduced Penetrance In Hereditary Movement Disorders: Elucidating Mechanisms Of Endogenous Disease Protection, 2020 (01/07/2020-30/06/2023) - Anne Grünewald
Funders :
HORIZON EUROPE European Research Council Fonds National de la Recherche Luxembourg Michael J. Fox Foundation for Parkinson's Research Institute for Advanced Studies, Université of Luxembourg European Union’s Horizon 2020 Widening Fellowships DFG Research Unit FOR2488 Rotary Club Luxembourg European Union
Funding text :
This project has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation program (grant agreement No. 863664), and was further supported by the Luxembourg National Research Fund (FNR) CORE/16/BM/11333923 (MiBiPa), CORE/15/BM/10404093 (microCancer/MUST), PRIDE/11823097 (MICROH DTU), and CORE/19/BM/13684739 (metaPUF), the Michael J. Fox Foundation under grant IDs MJFF-14701 (MiBiPa-PLUS) and MJFF-019228 (PARKdiet), the Parkinson’s Foundation (MiBiPa Saliva), the Institute for Advanced Studies of the University of Luxembourg through an AUDACITY grant (ref. no. MCI-BIOME_2019), and an “Espoîr en tête” grant from the Rotary Club Luxembourg to P.W. This work was also supported by a Fulbright Research Scholarship from the Commission for Educational Exchange between the USA, Belgium, and Luxembourg to P.W. Additional funding was provided by the FNR under INTERMOBILITY/23/17856242. The MiBiPa project was co-funded by the German Research Foundation (DFG) under grant agreement MO 2088/5-1 to B.M. C.D.R. received funding from the European Union’s Horizon 2020 Widening Fellowships (N° 101038088). The FNR supported PM as part of the National Center of Excellence in Research on Parkinson’s disease (NCER-PD, FNR11264123) and the DFG Research Unit FOR2488 (INTER/DFG/19/14429377).