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Finding genetically-supported drug targets for Parkinson’s disease using Mendelian randomization of the druggable genome
Parkinson’s disease is a neurodegenerative movement disorder that currently has no disease-modifying treatment, partly owing to inefficiencies in drug target identification and validation. We use Mendelian randomization to investigate over 3,000 genes that encode druggable proteins and predict their...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8688480/ https://www.ncbi.nlm.nih.gov/pubmed/34930919 http://dx.doi.org/10.1038/s41467-021-26280-1 |
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author | Storm, Catherine S. Kia, Demis A. Almramhi, Mona M. Bandres-Ciga, Sara Finan, Chris Hingorani, Aroon D. Wood, Nicholas W. |
author_facet | Storm, Catherine S. Kia, Demis A. Almramhi, Mona M. Bandres-Ciga, Sara Finan, Chris Hingorani, Aroon D. Wood, Nicholas W. |
author_sort | Storm, Catherine S. |
collection | PubMed |
description | Parkinson’s disease is a neurodegenerative movement disorder that currently has no disease-modifying treatment, partly owing to inefficiencies in drug target identification and validation. We use Mendelian randomization to investigate over 3,000 genes that encode druggable proteins and predict their efficacy as drug targets for Parkinson’s disease. We use expression and protein quantitative trait loci to mimic exposure to medications, and we examine the causal effect on Parkinson’s disease risk (in two large cohorts), age at onset and progression. We propose 23 drug-targeting mechanisms for Parkinson’s disease, including four possible drug repurposing opportunities and two drugs which may increase Parkinson’s disease risk. Of these, we put forward six drug targets with the strongest Mendelian randomization evidence. There is remarkably little overlap between our drug targets to reduce Parkinson’s disease risk versus progression, suggesting different molecular mechanisms. Drugs with genetic support are considerably more likely to succeed in clinical trials, and we provide compelling genetic evidence and an analysis pipeline to prioritise Parkinson’s disease drug development. |
format | Online Article Text |
id | pubmed-8688480 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-86884802022-01-04 Finding genetically-supported drug targets for Parkinson’s disease using Mendelian randomization of the druggable genome Storm, Catherine S. Kia, Demis A. Almramhi, Mona M. Bandres-Ciga, Sara Finan, Chris Hingorani, Aroon D. Wood, Nicholas W. Nat Commun Article Parkinson’s disease is a neurodegenerative movement disorder that currently has no disease-modifying treatment, partly owing to inefficiencies in drug target identification and validation. We use Mendelian randomization to investigate over 3,000 genes that encode druggable proteins and predict their efficacy as drug targets for Parkinson’s disease. We use expression and protein quantitative trait loci to mimic exposure to medications, and we examine the causal effect on Parkinson’s disease risk (in two large cohorts), age at onset and progression. We propose 23 drug-targeting mechanisms for Parkinson’s disease, including four possible drug repurposing opportunities and two drugs which may increase Parkinson’s disease risk. Of these, we put forward six drug targets with the strongest Mendelian randomization evidence. There is remarkably little overlap between our drug targets to reduce Parkinson’s disease risk versus progression, suggesting different molecular mechanisms. Drugs with genetic support are considerably more likely to succeed in clinical trials, and we provide compelling genetic evidence and an analysis pipeline to prioritise Parkinson’s disease drug development. Nature Publishing Group UK 2021-12-20 /pmc/articles/PMC8688480/ /pubmed/34930919 http://dx.doi.org/10.1038/s41467-021-26280-1 Text en © The Author(s) 2021 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 Storm, Catherine S. Kia, Demis A. Almramhi, Mona M. Bandres-Ciga, Sara Finan, Chris Hingorani, Aroon D. Wood, Nicholas W. Finding genetically-supported drug targets for Parkinson’s disease using Mendelian randomization of the druggable genome |
title | Finding genetically-supported drug targets for Parkinson’s disease using Mendelian randomization of the druggable genome |
title_full | Finding genetically-supported drug targets for Parkinson’s disease using Mendelian randomization of the druggable genome |
title_fullStr | Finding genetically-supported drug targets for Parkinson’s disease using Mendelian randomization of the druggable genome |
title_full_unstemmed | Finding genetically-supported drug targets for Parkinson’s disease using Mendelian randomization of the druggable genome |
title_short | Finding genetically-supported drug targets for Parkinson’s disease using Mendelian randomization of the druggable genome |
title_sort | finding genetically-supported drug targets for parkinson’s disease using mendelian randomization of the druggable genome |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8688480/ https://www.ncbi.nlm.nih.gov/pubmed/34930919 http://dx.doi.org/10.1038/s41467-021-26280-1 |
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