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Individual variations in cardiovascular-disease-related protein levels are driven by genetics and gut microbiome
- Source :
- Nature Genetics, Nature Genetics, 50, 11, pp. 1524-1532, Nature Genetics, 50, 1524-1532, Nature Genetics, 50(11), 1524-+. Nature Publishing Group
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Abstract
- Despite a growing body of evidence, the role of the gut microbiome in cardiovascular diseases is still unclear. Here, we present a systems-genome-wide and metagenome-wide association study on plasma concentrations of 92 cardiovascular-disease-related proteins in the population cohort LifeLines-DEEP. We identified genetic components for 73 proteins and microbial associations for 41 proteins, of which 31 were associated to both. The genetic and microbial factors identified mostly exert additive effects and collectively explain up to 76.6% of inter-individual variation (17.5% on average). Genetics contribute most to concentrations of immune-related proteins, while the gut microbiome contributes most to proteins involved in metabolism and intestinal health. We found several host-microbe interactions that impact proteins involved in epithelial function, lipid metabolism, and central nervous system function. This study provides important evidence for a joint genetic and microbial effect in cardiovascular disease and provides directions for future applications in personalized medicine.
- Subjects :
- 0301 basic medicine
Adult
Male
EXPRESSION
medicine.medical_specialty
Quantitative Trait Loci
lnfectious Diseases and Global Health Radboud Institute for Molecular Life Sciences [Radboudumc 4]
Genome-wide association study
Genomics
Disease
Biology
GENOTYPE IMPUTATION
GASTRIC EPITHELIAL-CELLS
Cohort Studies
03 medical and health sciences
All institutes and research themes of the Radboud University Medical Center
HELICOBACTER-PYLORI
Molecular genetics
Genetic variation
Genetics
medicine
Humans
WIDE ASSOCIATION
INTERACTION NETWORKS
R PACKAGE
Allele
Netherlands
Biological Variation, Individual
Host Microbial Interactions
Brain
Lipid metabolism
Blood Proteins
Middle Aged
AKKERMANSIA-MUCINIPHILA
Lipid Metabolism
3. Good health
Gastrointestinal Microbiome
FALSE DISCOVERY RATE
Intestines
MICE
030104 developmental biology
Cardiovascular Diseases
Metagenome
Female
Oxidation-Reduction
Function (biology)
Genome-Wide Association Study
Subjects
Details
- Language :
- English
- ISSN :
- 15461718 and 10614036
- Volume :
- 50
- Issue :
- 11
- Database :
- OpenAIRE
- Journal :
- Nature Genetics
- Accession number :
- edsair.doi.dedup.....54436fd15ae624aa026463e782d4e530
- Full Text :
- https://doi.org/10.1038/s41588-018-0224-7