Examining the causal relationship between associated risk factors and Alzheimer's disease using Mendelian randomization.

孟德尔随机化 疾病 痴呆 风险因素 医学 观察研究 人口 人口学 老年学 心理学 环境卫生 内科学 遗传学 生物 遗传变异 社会学 基因型 基因
作者
Brittany L. Mitchell,Jackson G. Thorp,Zachary Gerring,Michelle K. Lupton,Eske M. Derks
出处
期刊:PubMed [National Institutes of Health]
卷期号:17 Suppl 3: e055749-e055749
标识
DOI:10.1002/alz.055749
摘要

Alzheimer 's disease (AD) is highly prevalent in the global population, predicted to affect 132 million people by 2050. A recent report by the Lancet Commission has identified 12 modifiable lifestyle risk factors that are associated with an increased risk of AD, including hypertension, education, exercise and tobacco and alcohol consumption. Targeting these risk factors could potentially prevent a third of all dementia cases by allowing people to reach the end of their life dementia free. However, current evidence is primarily obtained from observational studies which does not distinguish between factors that causally contribute to increased AD risk or factors that are correlated with disease risk through reverse causation or mediating variables.We examined the genetic relationships between 10 AD-associated risk factors and AD, as well as the genetic relationships across risk factors, using LD Score regression. Next, we used bivariate Mendelian Randomization (MR) to assess the causal relationship between each risk factor and AD. Finally, we used Multivariable MR to model the combined causal relationships of multiple risk factors while accounting for genetic relationships across risk factors.We observed statistically significant genetic correlations between many of the examined risk factors (ranging from -0.88 to 0.75) and between these risk factors and AD (ranging from -0.33 to 0.45). Eight of the 10 examined risk factors were significantly correlated with AD risk. Notably, educational attainment had a significant genetic correlation with all other examined risk factors. The results of the MR analysis will be presented. As an example, preliminary results suggest that although AD and hearing impairment show a positive genetic correlation, hearing impairment does not causally influence AD risk.Modifying risk factors will only reduce AD prevalence if the factors are causally linked to disease risk. We will establish patterns of causality for 10 modifiable risk factors. We show that hearing impairment does not causally influence AD risk, suggesting that reducing hearing impairment in the population will not decrease the prevalence of AD.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
1秒前
李健应助Jack采纳,获得10
1秒前
1秒前
2秒前
飞起来完成签到,获得积分10
2秒前
3秒前
orixero应助ren采纳,获得10
3秒前
Lei发布了新的文献求助10
3秒前
初景发布了新的文献求助10
4秒前
wanyj完成签到,获得积分10
4秒前
5秒前
Jenny发布了新的文献求助10
5秒前
6秒前
8秒前
小舟从此逝完成签到,获得积分20
8秒前
dsgvdf发布了新的文献求助10
9秒前
娜娜发布了新的文献求助10
9秒前
9秒前
无限猫咪完成签到,获得积分10
10秒前
11秒前
11秒前
11秒前
FengXisong完成签到,获得积分20
12秒前
罗显发发布了新的文献求助10
13秒前
情怀应助优秀的修洁采纳,获得10
15秒前
Wenbin发布了新的文献求助10
15秒前
dsgvdf完成签到,获得积分10
16秒前
kankj发布了新的文献求助10
16秒前
17秒前
不来完成签到,获得积分10
18秒前
18秒前
LJX完成签到,获得积分10
18秒前
18秒前
cdercder应助zhouzz采纳,获得50
19秒前
小荷才露尖尖角应助zhouzz采纳,获得50
19秒前
cdercder应助zhouzz采纳,获得50
19秒前
cdercder应助zhouzz采纳,获得50
19秒前
潇洒的豪应助zhouzz采纳,获得50
19秒前
19秒前
cdercder应助zhouzz采纳,获得50
19秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Markov Chain Monte Carlo 5000
Evidence Summary. Injection (subcutaneous):op- timal administration 1000
悉尼大学博士学位论文,题目:Modelling and testing of one-sided stitched laminated composites. 作者:Kristopher P. Plain 700
Matrix Methods in Data Mining and Pattern Recognition Second Edition 610
Curating Socialism: A Handbook of International Art Exhibitions 1947-1989 530
Influence of Inclusion Size on Fatigue Strength and Stress Assessment for Forged Crankshaft under Multiaxial loading 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7488493
求助须知:如何正确求助?哪些是违规求助? 9080359
关于积分的说明 19366272
捐赠科研通 7102512
什么是DOI,文献DOI怎么找? 3248822
关于科研通互助平台的介绍 2418148
邀请新用户注册赠送积分活动 2234186