Associations of Heavy Metals with Activities of Daily Living Disability: An Epigenome-Wide View of DNA Methylation and Mediation Analysis

DNA甲基化 优势比 调解 日常生活活动 医学 置信区间 逻辑回归 横断面研究 甲基化 内科学 生物 生物信息学 遗传学 物理疗法 病理 基因 法学 基因表达 政治学
作者
Lili Xiao,Hong Cheng,Haiqing Cai,Yue Wei,Gaohui Zan,Xiuming Feng,Chaoqun Liu,Longman Li,Lulu Huang,Fei Wang,Xing Chen,Yunfeng Zou,Xiaobo Yang
出处
期刊:Environmental Health Perspectives [Environmental Health Perspectives]
卷期号:130 (8) 被引量:10
标识
DOI:10.1289/ehp10602
摘要

Exposure to heavy metals has been reported to be associated with multiple diseases. However, direct associations and potential mechanisms of heavy metals with physical disability remain unclear.We aimed to quantify associations of heavy metals with physical disability and further explore the potential mechanisms of DNA methylation on the genome scale.A cross-sectional study of 4,391 older adults was conducted and activities of daily living (ADL) disability were identified using a 14-item scale questionnaire including basic and instrumental activities to assess the presence of disability (yes or no) rated on a scale of dependence. Odds ratios (ORs) and 95% confidence intervals (CI) were estimated to quantify associations between heavy metals and ADL disability prevalence using multivariate logistic regression and Bayesian kernel machine regression (BKMR) models. Whole blood-derived DNA methylation was measured using the HumanMethylationEPIC BeadChip array. An ADL disability-related epigenome-wide DNA methylation association study (EWAS) was performed among 212 sex-matched ADL disability cases and controls, and mediation analysis was further applied to explore potential mediators of DNA methylation.Each 1-standard deviation (SD) higher difference in log10-transformed manganese, copper, arsenic, and cadmium level was significantly associated with a 14% (95% CI: 1.05, 1.24), 16% (95% CI:1.07, 1.26), 22% (95% CI:1.13, 1.33), and 15% (95% CI:1.06, 1.26) higher odds of ADL disability, which remained significant in the multiple-metal and BKMR models. A total of 85 differential DNA methylation sites were identified to be associated with ADL disability prevalence, among which methylation level at cg220000984 and cg23012519 (annotated to IRGM and PKP3) mediated 31.0% and 31.2% of manganese-associated ADL disability prevalence, cg06723863 (annotated to ESRP2) mediated 32.4% of copper-associated ADL disability prevalence, cg24433124 (nearest to IER3) mediated 15.8% of arsenic-associated ADL disability prevalence, and cg07905190 and cg17485717 (annotated to FREM1 and TCP11L1) mediated 21.5% and 30.5% of cadmium-associated ADL disability prevalence (all p<0.05).Our findings suggested that heavy metals contributed to higher prevalence of ADL disability and that locus-specific DNA methylation are partial mediators, providing potential biomarkers for further cellular mechanism studies. https://doi.org/10.1289/EHP10602.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

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
whisper应助000采纳,获得10
1秒前
五档张诊人完成签到,获得积分10
2秒前
ethanxiang发布了新的文献求助20
2秒前
112完成签到,获得积分10
5秒前
orixero应助小张只爱姜云升采纳,获得10
6秒前
Dr.Jiang完成签到,获得积分10
6秒前
yyw关闭了yyw文献求助
7秒前
科研通AI2S应助草木采纳,获得10
7秒前
xiaoyao完成签到,获得积分10
7秒前
善学以致用应助卿卿采纳,获得10
9秒前
徐不言完成签到,获得积分10
10秒前
不会学习的小郭完成签到 ,获得积分10
12秒前
阳光的梦寒完成签到 ,获得积分10
12秒前
12秒前
13秒前
001完成签到,获得积分10
13秒前
冀思木完成签到,获得积分20
13秒前
咯咯咯完成签到,获得积分10
14秒前
初心发布了新的文献求助10
14秒前
16秒前
岁岁安完成签到,获得积分10
16秒前
Akim应助专注的初丹采纳,获得10
18秒前
20秒前
那小子好白完成签到,获得积分10
20秒前
河马卡卡完成签到,获得积分10
21秒前
腼腆的赛君完成签到,获得积分10
23秒前
果果超幼完成签到 ,获得积分10
24秒前
huangnvshi发布了新的文献求助10
25秒前
26秒前
LeiX完成签到,获得积分10
26秒前
27秒前
FashionBoy应助初心采纳,获得10
27秒前
ding应助细心的代天采纳,获得30
27秒前
hhh发布了新的文献求助10
28秒前
Hello应助草木采纳,获得10
28秒前
29秒前
十七发布了新的文献求助20
29秒前
30秒前
英姑应助哈嘻嘻采纳,获得10
31秒前
33秒前
高分求助中
The Oxford Handbook of Social Cognition (Second Edition, 2024) 1050
The Young builders of New china : the visit of the delegation of the WFDY to the Chinese People's Republic 1000
юрские динозавры восточного забайкалья 800
English Wealden Fossils 700
Chen Hansheng: China’s Last Romantic Revolutionary 500
COSMETIC DERMATOLOGY & SKINCARE PRACTICE 388
Case Research: The Case Writing Process 300
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3141752
求助须知:如何正确求助?哪些是违规求助? 2792710
关于积分的说明 7803941
捐赠科研通 2448986
什么是DOI,文献DOI怎么找? 1303011
科研通“疑难数据库(出版商)”最低求助积分说明 626717
版权声明 601244