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Lipid-lowering drug targets and Parkinson's disease: A sex-specific Mendelian randomization study
Parkinson's disease (PD) affects millions of individuals worldwide, and it is the second most common late-onset neurodegenerative disorder. There is no cure and current treatments only alleviate symptoms. Modifiable risk factors have been explored as possible options for decreasing risk or deve...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9477004/ https://www.ncbi.nlm.nih.gov/pubmed/36119674 http://dx.doi.org/10.3389/fneur.2022.940118 |
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author | Zhao, Yangfan Gagliano Taliun, Sarah A. |
author_facet | Zhao, Yangfan Gagliano Taliun, Sarah A. |
author_sort | Zhao, Yangfan |
collection | PubMed |
description | Parkinson's disease (PD) affects millions of individuals worldwide, and it is the second most common late-onset neurodegenerative disorder. There is no cure and current treatments only alleviate symptoms. Modifiable risk factors have been explored as possible options for decreasing risk or developing drug targets to treat PD, including low-density lipoprotein cholesterol (LDL-C). There is evidence of sex differences for cholesterol levels as well as for PD risk. Genetic datasets of increasing size are permitting association analyses with increased power, including sex-stratified analyses. These association results empower Mendelian randomization (MR) studies, which, given certain assumptions, test whether there is a causal relationship between the risk factor and the outcome using genetic instruments. Sex-specific causal inference approaches could highlight sex-specific effects that may otherwise be masked by sex-agnostic approaches. We conducted a sex-specific two-sample cis-MR analysis based on genetic variants in LDL-C target encoding genes to assess the impact of lipid-lowering drug targets on PD risk. To complement the cis-MR analysis, we also conducted a sex-specific standard MR analysis (using genome-wide independent variants). We did not find evidence of a causal relationship between LDL-C levels and PD risk in females [OR (95% CI) = 1.01 (0.60, 1.69), IVW random-effects] or males [OR (95% CI) = 0.93 (0.55, 1.56)]. The sex-specific standard MR analysis also supported this conclusion. We encourage future work assessing sex-specific effects using causal inference techniques to better understand factors that may contribute to complex disease risk differently between the sexes. |
format | Online Article Text |
id | pubmed-9477004 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94770042022-09-16 Lipid-lowering drug targets and Parkinson's disease: A sex-specific Mendelian randomization study Zhao, Yangfan Gagliano Taliun, Sarah A. Front Neurol Neurology Parkinson's disease (PD) affects millions of individuals worldwide, and it is the second most common late-onset neurodegenerative disorder. There is no cure and current treatments only alleviate symptoms. Modifiable risk factors have been explored as possible options for decreasing risk or developing drug targets to treat PD, including low-density lipoprotein cholesterol (LDL-C). There is evidence of sex differences for cholesterol levels as well as for PD risk. Genetic datasets of increasing size are permitting association analyses with increased power, including sex-stratified analyses. These association results empower Mendelian randomization (MR) studies, which, given certain assumptions, test whether there is a causal relationship between the risk factor and the outcome using genetic instruments. Sex-specific causal inference approaches could highlight sex-specific effects that may otherwise be masked by sex-agnostic approaches. We conducted a sex-specific two-sample cis-MR analysis based on genetic variants in LDL-C target encoding genes to assess the impact of lipid-lowering drug targets on PD risk. To complement the cis-MR analysis, we also conducted a sex-specific standard MR analysis (using genome-wide independent variants). We did not find evidence of a causal relationship between LDL-C levels and PD risk in females [OR (95% CI) = 1.01 (0.60, 1.69), IVW random-effects] or males [OR (95% CI) = 0.93 (0.55, 1.56)]. The sex-specific standard MR analysis also supported this conclusion. We encourage future work assessing sex-specific effects using causal inference techniques to better understand factors that may contribute to complex disease risk differently between the sexes. Frontiers Media S.A. 2022-09-01 /pmc/articles/PMC9477004/ /pubmed/36119674 http://dx.doi.org/10.3389/fneur.2022.940118 Text en Copyright © 2022 Zhao and Gagliano Taliun. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neurology Zhao, Yangfan Gagliano Taliun, Sarah A. Lipid-lowering drug targets and Parkinson's disease: A sex-specific Mendelian randomization study |
title | Lipid-lowering drug targets and Parkinson's disease: A sex-specific Mendelian randomization study |
title_full | Lipid-lowering drug targets and Parkinson's disease: A sex-specific Mendelian randomization study |
title_fullStr | Lipid-lowering drug targets and Parkinson's disease: A sex-specific Mendelian randomization study |
title_full_unstemmed | Lipid-lowering drug targets and Parkinson's disease: A sex-specific Mendelian randomization study |
title_short | Lipid-lowering drug targets and Parkinson's disease: A sex-specific Mendelian randomization study |
title_sort | lipid-lowering drug targets and parkinson's disease: a sex-specific mendelian randomization study |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9477004/ https://www.ncbi.nlm.nih.gov/pubmed/36119674 http://dx.doi.org/10.3389/fneur.2022.940118 |
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