A proteogenomic view of Parkinson's disease causality and heterogeneity

dc.contributor.authorKaiser, Sergio
dc.contributor.authorZhang, Luqing
dc.contributor.authorMollenhauer, Brit
dc.contributor.authorJacob, Jaison
dc.contributor.authorLongerich, Simonne
dc.contributor.authorDel-Aguila, Jorge
dc.contributor.authorMarcus, Jacob
dc.contributor.authorRaghavan, Neha
dc.contributor.authorStone, David
dc.contributor.authorFagboyegun, Olumide
dc.contributor.authorGalasko, Douglas
dc.contributor.authorDakna, Mohammed
dc.contributor.authorBilican, Bilada
dc.contributor.authorDovlatyan, Mary
dc.contributor.authorKostikova, Anna
dc.contributor.authorLi, Jingyao
dc.contributor.authorPeterson, Brant
dc.contributor.authorRotte, Michael
dc.contributor.authorSanz, Vinicius
dc.contributor.authorForoud, Tatiana
dc.contributor.authorHutten, Samantha J.
dc.contributor.authorFrasier, Mark
dc.contributor.authorIwaki, Hirotaka
dc.contributor.authorSingleton, Andrew
dc.contributor.authorMarek, Ken
dc.contributor.authorCrawford, Karen
dc.contributor.authorElwood, Fiona
dc.contributor.authorMessa, Mirko
dc.contributor.authorSerrano-Fernandez, Pablo
dc.contributor.departmentMedical and Molecular Genetics, School of Medicine
dc.date.accessioned2023-10-31T11:32:57Z
dc.date.available2023-10-31T11:32:57Z
dc.date.issued2023-02-11
dc.description.abstractThe pathogenesis and clinical heterogeneity of Parkinson’s disease (PD) have been evaluated from molecular, pathophysiological, and clinical perspectives. High-throughput proteomic analysis of cerebrospinal fluid (CSF) opened new opportunities for scrutinizing this heterogeneity. To date, this is the most comprehensive CSF-based proteomics profiling study in PD with 569 patients (350 idiopathic patients, 65 GBA + mutation carriers and 154 LRRK2 + mutation carriers), 534 controls, and 4135 proteins analyzed. Combining CSF aptamer-based proteomics with genetics we determined protein quantitative trait loci (pQTLs). Analyses of pQTLs together with summary statistics from the largest PD genome wide association study (GWAS) identified 68 potential causal proteins by Mendelian randomization. The top causal protein, GPNMB, was previously reported to be upregulated in the substantia nigra of PD patients. We also compared the CSF proteomes of patients and controls. Proteome differences between GBA + patients and unaffected GBA + controls suggest degeneration of dopaminergic neurons, altered dopamine metabolism and increased brain inflammation. In the LRRK2 + subcohort we found dysregulated lysosomal degradation, altered alpha-synuclein processing, and neurotransmission. Proteome differences between idiopathic patients and controls suggest increased neuroinflammation, mitochondrial dysfunction/oxidative stress, altered iron metabolism and potential neuroprotection mediated by vasoactive substances. Finally, we used proteomic data to stratify idiopathic patients into “endotypes”. The identified endotypes show differences in cognitive and motor disease progression based on previously reported protein-based risk scores.Our findings not only contribute to the identification of new therapeutic targets but also to shape personalized medicine in CNS neurodegeneration.
dc.eprint.versionFinal published version
dc.identifier.citationKaiser S, Zhang L, Mollenhauer B, et al. A proteogenomic view of Parkinson's disease causality and heterogeneity. NPJ Parkinsons Dis. 2023;9(1):24. Published 2023 Feb 11. doi:10.1038/s41531-023-00461-9
dc.identifier.urihttps://hdl.handle.net/1805/36793
dc.language.isoen_US
dc.publisherSpringer Nature
dc.relation.isversionof10.1038/s41531-023-00461-9
dc.relation.journalNPJ Parkinson's Disease
dc.rightsAttribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.sourcePMC
dc.subjectParkinson's disease
dc.subjectPredictive markers
dc.subjectPrognostic markers
dc.titleA proteogenomic view of Parkinson's disease causality and heterogeneity
dc.typeArticle
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