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A proteogenomic view of Parkinson’s disease causality and heterogeneity
The 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 th...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9922273/ https://www.ncbi.nlm.nih.gov/pubmed/36774388 http://dx.doi.org/10.1038/s41531-023-00461-9 |
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author | Kaiser, Sergio Zhang, Luqing Mollenhauer, Brit Jacob, Jaison Longerich, Simonne Del-Aguila, Jorge Marcus, Jacob Raghavan, Neha Stone, David Fagboyegun, Olumide Galasko, Douglas Dakna, Mohammed Bilican, Bilada Dovlatyan, Mary Kostikova, Anna Li, Jingyao Peterson, Brant Rotte, Michael Sanz, Vinicius Foroud, Tatiana Hutten, Samantha J. Frasier, Mark Iwaki, Hirotaka Singleton, Andrew Marek, Ken Crawford, Karen Elwood, Fiona Messa, Mirko Serrano-Fernandez, Pablo |
author_facet | Kaiser, Sergio Zhang, Luqing Mollenhauer, Brit Jacob, Jaison Longerich, Simonne Del-Aguila, Jorge Marcus, Jacob Raghavan, Neha Stone, David Fagboyegun, Olumide Galasko, Douglas Dakna, Mohammed Bilican, Bilada Dovlatyan, Mary Kostikova, Anna Li, Jingyao Peterson, Brant Rotte, Michael Sanz, Vinicius Foroud, Tatiana Hutten, Samantha J. Frasier, Mark Iwaki, Hirotaka Singleton, Andrew Marek, Ken Crawford, Karen Elwood, Fiona Messa, Mirko Serrano-Fernandez, Pablo |
author_sort | Kaiser, Sergio |
collection | PubMed |
description | The 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. |
format | Online Article Text |
id | pubmed-9922273 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99222732023-02-13 A proteogenomic view of Parkinson’s disease causality and heterogeneity Kaiser, Sergio Zhang, Luqing Mollenhauer, Brit Jacob, Jaison Longerich, Simonne Del-Aguila, Jorge Marcus, Jacob Raghavan, Neha Stone, David Fagboyegun, Olumide Galasko, Douglas Dakna, Mohammed Bilican, Bilada Dovlatyan, Mary Kostikova, Anna Li, Jingyao Peterson, Brant Rotte, Michael Sanz, Vinicius Foroud, Tatiana Hutten, Samantha J. Frasier, Mark Iwaki, Hirotaka Singleton, Andrew Marek, Ken Crawford, Karen Elwood, Fiona Messa, Mirko Serrano-Fernandez, Pablo NPJ Parkinsons Dis Article The 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. Nature Publishing Group UK 2023-02-11 /pmc/articles/PMC9922273/ /pubmed/36774388 http://dx.doi.org/10.1038/s41531-023-00461-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Kaiser, Sergio Zhang, Luqing Mollenhauer, Brit Jacob, Jaison Longerich, Simonne Del-Aguila, Jorge Marcus, Jacob Raghavan, Neha Stone, David Fagboyegun, Olumide Galasko, Douglas Dakna, Mohammed Bilican, Bilada Dovlatyan, Mary Kostikova, Anna Li, Jingyao Peterson, Brant Rotte, Michael Sanz, Vinicius Foroud, Tatiana Hutten, Samantha J. Frasier, Mark Iwaki, Hirotaka Singleton, Andrew Marek, Ken Crawford, Karen Elwood, Fiona Messa, Mirko Serrano-Fernandez, Pablo A proteogenomic view of Parkinson’s disease causality and heterogeneity |
title | A proteogenomic view of Parkinson’s disease causality and heterogeneity |
title_full | A proteogenomic view of Parkinson’s disease causality and heterogeneity |
title_fullStr | A proteogenomic view of Parkinson’s disease causality and heterogeneity |
title_full_unstemmed | A proteogenomic view of Parkinson’s disease causality and heterogeneity |
title_short | A proteogenomic view of Parkinson’s disease causality and heterogeneity |
title_sort | proteogenomic view of parkinson’s disease causality and heterogeneity |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9922273/ https://www.ncbi.nlm.nih.gov/pubmed/36774388 http://dx.doi.org/10.1038/s41531-023-00461-9 |
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