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Mapping the serum proteome to neurological diseases using whole genome sequencing
- Source :
- Nature Communications, Nature Communications, Vol 12, Iss 1, Pp 1-12 (2021), Png, G, Barysenka, A, Repetto, L, Navarro, P, Shen, X, Pietzner, M, Wheeler, E, Wareham, N J, Langenberg, C, Tsafantakis, E, Karaleftheri, M, Dedoussis, G, Mälarstig, A, Wilson, J F, Gilly, A & Zeggini, E 2021, ' Mapping the serum proteome to neurological diseases using whole genome sequencing ', Nature Communications, vol. 12, no. 1, pp. 7042 . https://doi.org/10.1038/s41467-021-27387-1
- Publication Year :
- 2021
- Publisher :
- Nature Publishing Group UK, 2021.
-
Abstract
- Despite the increasing global burden of neurological disorders, there is a lack of effective diagnostic and therapeutic biomarkers. Proteins are often dysregulated in disease and have a strong genetic component. Here, we carry out a protein quantitative trait locus analysis of 184 neurologically-relevant proteins, using whole genome sequencing data from two isolated population-based cohorts (N = 2893). In doing so, we elucidate the genetic landscape of the circulating proteome and its connection to neurological disorders. We detect 214 independently-associated variants for 107 proteins, the majority of which (76%) are cis-acting, including 114 variants that have not been previously identified. Using two-sample Mendelian randomisation, we identify causal associations between serum CD33 and Alzheimer’s disease, GPNMB and Parkinson’s disease, and MSR1 and schizophrenia, describing their clinical potential and highlighting drug repurposing opportunities.<br />Serum proteins are easily accessible biomarkers and drug targets. Here, the authors use whole genome sequencing data to describe the genetic architecture of neurologically-relevant serum proteins and establish causal protein-neurological disease relationships.
- Subjects :
- Proteome
Sialic Acid Binding Ig-like Lectin 3
45/43
General Physics and Astronomy
Gene Expression
Disease
Genome-wide association studies
Cohort Studies
Multidisciplinary
Membrane Glycoproteins
Neurodevelopmental disorders
Scavenger Receptors, Class A
Parkinson Disease
symbols
82/1
Science
Quantitative Trait Loci
631/208/205/2138
45/23
Computational biology
Biology
Quantitative trait locus
Predictive markers
General Biochemistry, Genetics and Molecular Biology
Article
MSR1
82/80
symbols.namesake
Alzheimer Disease
692/53/2423
631/208/366
692/699/375
Humans
Genetic Predisposition to Disease
Whole genome sequencing
GPNMB
45
Whole Genome Sequencing
Genome, Human
Molecular Sequence Annotation
General Chemistry
Mendelian Randomization Analysis
Genetic architecture
Gene Ontology
Mendelian inheritance
Schizophrenia
Neurological disorders
Biomarkers
Subjects
Details
- Language :
- English
- ISSN :
- 20411723
- Volume :
- 12
- Database :
- OpenAIRE
- Journal :
- Nature Communications
- Accession number :
- edsair.doi.dedup.....9d4fbf755cbc97a77881f70a16db2952
- Full Text :
- https://doi.org/10.1038/s41467-021-27387-1