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
科目三应助朴实凝雁采纳,获得10
刚刚
1秒前
CodeCraft应助zzy采纳,获得10
1秒前
顾矜应助yun采纳,获得10
2秒前
2秒前
共享精神应助子车谷波采纳,获得10
2秒前
研友_Z33zkZ完成签到,获得积分10
3秒前
Whim应助momo采纳,获得20
4秒前
6秒前
浅梦发布了新的文献求助10
8秒前
Akim应助科研通管家采纳,获得10
9秒前
充电宝应助科研通管家采纳,获得10
10秒前
mikeboying应助科研通管家采纳,获得10
10秒前
yjh123应助科研通管家采纳,获得20
10秒前
10秒前
cdercder应助科研通管家采纳,获得20
10秒前
10秒前
乐乐应助科研通管家采纳,获得10
10秒前
10秒前
11秒前
Aequorin发布了新的文献求助10
11秒前
丘比特应助科研通管家采纳,获得10
11秒前
彭于晏应助科研通管家采纳,获得10
11秒前
小马甲应助科研通管家采纳,获得10
11秒前
11秒前
顾矜应助科研通管家采纳,获得10
11秒前
科研通AI6.3应助kaikaifilu采纳,获得10
11秒前
12秒前
小马甲应助mm采纳,获得10
12秒前
cc2713206完成签到,获得积分0
13秒前
jy发布了新的文献求助10
13秒前
张欢馨应助Ppao7ii采纳,获得10
14秒前
14秒前
南忆发布了新的文献求助10
15秒前
riceyellow完成签到,获得积分10
15秒前
搜集达人应助GR采纳,获得10
16秒前
lyt发布了新的文献求助10
16秒前
17秒前
大知闲闲应助初景采纳,获得10
17秒前
18秒前
高分求助中
Markov Chain Monte Carlo 10000
(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
Common Foundations of American and East Asian Modernisation: From Alexander Hamilton to Junichero Koizumi 2000
Advanced Weaponeering Fourth Edition, Volume 2 1000
Weaponeering: An Introduction Fourth Edition, Volume 1 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
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 7554287
求助须知:如何正确求助?哪些是违规求助? 9136759
关于积分的说明 19527938
捐赠科研通 7145509
什么是DOI,文献DOI怎么找? 3260816
关于科研通互助平台的介绍 2427279
邀请新用户注册赠送积分活动 2249830