使用多基因风险评分和孟德尔随机化评估线粒体功能障碍对阿尔茨海默病和帕金森病的因果影响。

Aadrita Chatterjee, Brian Alvarez, Rakshya U Sharma, Caroline Jonson, Heather M Wilkins, Judy Pa, Russell H Swerdlow, Alison Goate, Kristine Yaffe, Shea J Andrews
{"title":"使用多基因风险评分和孟德尔随机化评估线粒体功能障碍对阿尔茨海默病和帕金森病的因果影响。","authors":"Aadrita Chatterjee, Brian Alvarez, Rakshya U Sharma, Caroline Jonson, Heather M Wilkins, Judy Pa, Russell H Swerdlow, Alison Goate, Kristine Yaffe, Shea J Andrews","doi":"10.1101/2025.09.25.25336251","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Mitochondrial DNA copy number (mtDNAcn), a measure of mitochondrial genomes per nucleated cell, has an unclear causal relationship with AD and PD. We integrate genetic correlation, Polygenic Risk Scores (PRS), and Mendelian Randomization (MR) to assess whether mtDNAcn influences the risk of AD and PD, and evaluate how study-specific factors in mtDNAcn genome-wide association studies (GWAS) may distort these causal estimates.</p><p><strong>Methods: </strong>Using GWAS of four mtDNAcn measures, AD, AD/dementia, and PD, we evaluated genetic correlations, generated ancestry-normalized PRS in the AD Genetics Consortium (N=27,383), and applied MR methods including Latent Heritable Confounder MR (LHC-MR).</p><p><strong>Results: </strong>Across the four mtDNAcn GWAS, only one was consistently associated with AD/dementia and PD, with genetic correlations and PRS analysis showing negative correlations and MR indicating that higher mtDNAcn reduced AD/dementia and PD risk.</p><p><strong>Discussion: </strong>Higher blood-based mtDNAcn was causally associated with reduced risk of AD/dementia and PD, with limited evidence to suggest a bidirectional effect.</p><p><strong>Research in context: </strong><b>Systematic Review:</b> Mitochondrial dysfunction, measured by mitochondrial DNA copy number (mtDNAcn), has been linked to Alzheimer's disease (AD) and Parkinson's disease (PD). However, Mendelian randomization (MR) studies on this relationship have shown inconsistent results, have not applied advanced MR methods that address prior limitations, or examined study-specific biases.<b>Interpretation:</b> Using genetic correlations, polygenic scores, and Mendelian Randomization, we triangulated evidence across complementary methods. We found that results varied depending on the dataset (e.g., clinically diagnosed AD vs. family history of AD) and study design factors such as mtDNAcn measurement techniques. Despite these biases, higher mtDNAcn was consistently associated with a lower risk of AD and PD, supporting a mitochondrial mechanism in both diseases.<b>Future directions:</b> Our findings highlight mtDNAcn as a potential biomarker for AD/PD, emphasizing the importance of measurement methods. Future research is needed to explore the biological pathways underlying this relationship.</p><p><strong>Highlights: </strong>Genetically predicted higher mtDNAcn is causally associated with lower AD and PD riskAD genetic liability is causally associated with higher mtDNAcn, possibly as a compensatory responsemtDNAcn is a potential early biomarker of mitochondrial dysfunction in AD/PD.</p>","PeriodicalId":94281,"journal":{"name":"medRxiv : the preprint server for health sciences","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12486050/pdf/","citationCount":"0","resultStr":"{\"title\":\"Evaluating the causal effect of mitochondrial dysfunction on Alzheimer's and Parkinson's disease using Polygenic Risk Scores and Mendelian Randomization.\",\"authors\":\"Aadrita Chatterjee, Brian Alvarez, Rakshya U Sharma, Caroline Jonson, Heather M Wilkins, Judy Pa, Russell H Swerdlow, Alison Goate, Kristine Yaffe, Shea J Andrews\",\"doi\":\"10.1101/2025.09.25.25336251\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>Mitochondrial DNA copy number (mtDNAcn), a measure of mitochondrial genomes per nucleated cell, has an unclear causal relationship with AD and PD. We integrate genetic correlation, Polygenic Risk Scores (PRS), and Mendelian Randomization (MR) to assess whether mtDNAcn influences the risk of AD and PD, and evaluate how study-specific factors in mtDNAcn genome-wide association studies (GWAS) may distort these causal estimates.</p><p><strong>Methods: </strong>Using GWAS of four mtDNAcn measures, AD, AD/dementia, and PD, we evaluated genetic correlations, generated ancestry-normalized PRS in the AD Genetics Consortium (N=27,383), and applied MR methods including Latent Heritable Confounder MR (LHC-MR).</p><p><strong>Results: </strong>Across the four mtDNAcn GWAS, only one was consistently associated with AD/dementia and PD, with genetic correlations and PRS analysis showing negative correlations and MR indicating that higher mtDNAcn reduced AD/dementia and PD risk.</p><p><strong>Discussion: </strong>Higher blood-based mtDNAcn was causally associated with reduced risk of AD/dementia and PD, with limited evidence to suggest a bidirectional effect.</p><p><strong>Research in context: </strong><b>Systematic Review:</b> Mitochondrial dysfunction, measured by mitochondrial DNA copy number (mtDNAcn), has been linked to Alzheimer's disease (AD) and Parkinson's disease (PD). However, Mendelian randomization (MR) studies on this relationship have shown inconsistent results, have not applied advanced MR methods that address prior limitations, or examined study-specific biases.<b>Interpretation:</b> Using genetic correlations, polygenic scores, and Mendelian Randomization, we triangulated evidence across complementary methods. We found that results varied depending on the dataset (e.g., clinically diagnosed AD vs. family history of AD) and study design factors such as mtDNAcn measurement techniques. Despite these biases, higher mtDNAcn was consistently associated with a lower risk of AD and PD, supporting a mitochondrial mechanism in both diseases.<b>Future directions:</b> Our findings highlight mtDNAcn as a potential biomarker for AD/PD, emphasizing the importance of measurement methods. Future research is needed to explore the biological pathways underlying this relationship.</p><p><strong>Highlights: </strong>Genetically predicted higher mtDNAcn is causally associated with lower AD and PD riskAD genetic liability is causally associated with higher mtDNAcn, possibly as a compensatory responsemtDNAcn is a potential early biomarker of mitochondrial dysfunction in AD/PD.</p>\",\"PeriodicalId\":94281,\"journal\":{\"name\":\"medRxiv : the preprint server for health sciences\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-09-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12486050/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"medRxiv : the preprint server for health sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1101/2025.09.25.25336251\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv : the preprint server for health sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2025.09.25.25336251","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

线粒体DNA拷贝数(mtDNAcn)是衡量每个有核细胞线粒体基因组的指标,与AD和PD的因果关系尚不清楚。我们整合遗传相关性、多基因风险评分(PRS)和孟德尔随机化(MR)来评估mtDNAcn是否影响AD和PD的风险,并评估mtDNAcn全基因组关联研究(GWAS)中的研究特异性因素如何扭曲这些因果估计。方法:使用四种mtDNAcn测量,AD, AD/痴呆和PD的GWAS,我们评估遗传相关性,在AD遗传学联盟(N=27,383)中生成祖先标准化PRS,并应用包括潜在遗传混杂物MR (LHC-MR)在内的MR方法。结果:在四种mtDNAcn GWAS中,只有一种与AD/痴呆和PD一致相关,遗传相关性和PRS分析显示负相关,MR表明较高的mtDNAcn降低了AD/痴呆和PD的风险。讨论:较高的血基mtDNAcn与AD/痴呆和PD风险降低有因果关系,但有限的证据表明存在双向效应。研究背景:系统评价:线粒体功能障碍,通过线粒体DNA拷贝数(mtDNAcn)测量,与阿尔茨海默病(AD)和帕金森病(PD)有关。然而,关于这一关系的孟德尔随机化(MR)研究显示出不一致的结果,没有应用先进的MR方法来解决先前的局限性,或者检查研究特定的偏差。解释:利用遗传相关性、多基因评分和孟德尔随机化,我们对互补方法的证据进行了三角测量。我们发现结果取决于数据集(例如,临床诊断的AD与AD家族史)和研究设计因素(如mtDNAcn测量技术)。尽管存在这些偏见,但较高的mtDNAcn始终与较低的AD和PD风险相关,支持这两种疾病的线粒体机制。未来方向:我们的研究结果强调了mtDNAcn作为AD/PD的潜在生物标志物,强调了测量方法的重要性。未来的研究需要探索这种关系背后的生物学途径。重点:遗传学预测较高的mtDNAcn与较低的AD和PD风险有因果关系,AD遗传易感性与较高的mtDNAcn有因果关系,可能是一种代偿反应。dnacn是AD/PD中线粒体功能障碍的潜在早期生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluating the causal effect of mitochondrial dysfunction on Alzheimer's and Parkinson's disease using Polygenic Risk Scores and Mendelian Randomization.

Introduction: Mitochondrial DNA copy number (mtDNAcn), a measure of mitochondrial genomes per nucleated cell, has an unclear causal relationship with AD and PD. We integrate genetic correlation, Polygenic Risk Scores (PRS), and Mendelian Randomization (MR) to assess whether mtDNAcn influences the risk of AD and PD, and evaluate how study-specific factors in mtDNAcn genome-wide association studies (GWAS) may distort these causal estimates.

Methods: Using GWAS of four mtDNAcn measures, AD, AD/dementia, and PD, we evaluated genetic correlations, generated ancestry-normalized PRS in the AD Genetics Consortium (N=27,383), and applied MR methods including Latent Heritable Confounder MR (LHC-MR).

Results: Across the four mtDNAcn GWAS, only one was consistently associated with AD/dementia and PD, with genetic correlations and PRS analysis showing negative correlations and MR indicating that higher mtDNAcn reduced AD/dementia and PD risk.

Discussion: Higher blood-based mtDNAcn was causally associated with reduced risk of AD/dementia and PD, with limited evidence to suggest a bidirectional effect.

Research in context: Systematic Review: Mitochondrial dysfunction, measured by mitochondrial DNA copy number (mtDNAcn), has been linked to Alzheimer's disease (AD) and Parkinson's disease (PD). However, Mendelian randomization (MR) studies on this relationship have shown inconsistent results, have not applied advanced MR methods that address prior limitations, or examined study-specific biases.Interpretation: Using genetic correlations, polygenic scores, and Mendelian Randomization, we triangulated evidence across complementary methods. We found that results varied depending on the dataset (e.g., clinically diagnosed AD vs. family history of AD) and study design factors such as mtDNAcn measurement techniques. Despite these biases, higher mtDNAcn was consistently associated with a lower risk of AD and PD, supporting a mitochondrial mechanism in both diseases.Future directions: Our findings highlight mtDNAcn as a potential biomarker for AD/PD, emphasizing the importance of measurement methods. Future research is needed to explore the biological pathways underlying this relationship.

Highlights: Genetically predicted higher mtDNAcn is causally associated with lower AD and PD riskAD genetic liability is causally associated with higher mtDNAcn, possibly as a compensatory responsemtDNAcn is a potential early biomarker of mitochondrial dysfunction in AD/PD.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信