与认知功能相关的变量:一个暴露范围和孟德尔随机化分析。

IF 7.9 1区 医学 Q1 CLINICAL NEUROLOGY Alzheimer's Research & Therapy Pub Date : 2025-01-07 DOI:10.1186/s13195-025-01670-5
Yong-Li Zhao, Yi-Ning Hao, Yi-Jun Ge, Yi Zhang, Lang-Yu Huang, Yan Fu, Dan-Dan Zhang, Ya-Nan Ou, Xi-Peng Cao, Jian-Feng Feng, Wei Cheng, Lan Tan, Jin-Tai Yu
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引用次数: 0

摘要

背景:有证据表明认知功能受到潜在环境因素的影响。我们的目的是确定影响认知功能的变量。方法:我们的研究纳入了164,463名非痴呆成年人(89,644名[54.51%]女性;平均[SD]年龄56.69[8.14]岁,来自英国生物银行,在基线时完成了四项认知评估。经过严格的筛选,最终提取出364个变量进行分析。我们在两个大小相等的分离发现和复制数据集中进行了单变量分析,以确定与每个认知功能显著相关的变量。随后,在单变量分析中识别的变量在多变量模型中进一步评估。此外,对于多变量模型中确定的变量,我们探索了与纵向认知衰退的关联。此外,还进行了单样本和双样本孟德尔随机化(MR)分析,以确认遗传关联。最后,评估了变量与认知功能之间关联的综合证据的质量。结果:在发现数据集中,252个变量(69%)表现出与至少一种认知功能的显著关联。其中231例(92%)被成功复制。随后,我们的多变量分析确定了41个与至少一种认知功能显著相关的变量,涵盖了教育、社会经济地位、生活方式因素、身体测量、心理健康、医疗状况、早期生活因素和家庭特征等类别。在这41个变量中,有12个与一个以上的认知领域相关,并在所有亚组分析中进一步确定。LASSO、rigde和主成分分析表明了初步结果的稳健性。此外,在这41个变量中,有12个与纵向认知能力下降显著相关。单样本MR分析支持22个,双样本MR分析进一步证实5个。此外,10个变量与认知功能之间关联的综合证据的质量被评为高。基于这10个确定的变量,采用更有利的生活方式与痴呆症和阿尔茨海默病(AD)风险降低38%和34%显着相关。结论:总体而言,我们的研究构建了认知功能相关变量的证据数据库,有助于认知功能障碍和痴呆的预防。
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Variables associated with cognitive function: an exposome-wide and mendelian randomization analysis.

Background: Evidence indicates that cognitive function is influenced by potential environmental factors. We aimed to determine the variables influencing cognitive function.

Methods: Our study included 164,463 non-demented adults (89,644 [54.51%] female; mean [SD] age, 56.69 [8.14] years) from the UK Biobank who completed four cognitive assessments at baseline. 364 variables were finally extracted for analysis through a rigorous screening process. We performed univariate analyses to identify variables significantly associated with each cognitive function in two equal-sized split discovery and replication datasets. Subsequently, the identified variables in univariate analyses were further assessed in a multivariable model. Additionally, for the variables identified in multivariable model, we explored the associations with longitudinal cognitive decline. Moreover, one- and two- sample Mendelian randomization (MR) analyses were conducted to confirm the genetic associations. Finally, the quality of the pooled evidence for the associations between variables and cognitive function was evaluated.

Results: 252 variables (69%) exhibited significant associations with at least one cognitive function in the discovery dataset. Of these, 231 (92%) were successfully replicated. Subsequently, our multivariable analyses identified 41 variables that were significantly associated with at least one cognitive function, spanning categories such as education, socioeconomic status, lifestyle factors, body measurements, mental health, medical conditions, early life factors, and household characteristics. Among these 41 variables, 12 were associated with more than one cognitive domain, and were further identified in all subgroup analyses. And LASSO, rigde, and principal component analysis indicated the robustness of the primary results. Moreover, among these 41 variables, 12 were significantly associated with a longitudinal cognitive decline. Furthermore, 22 were supported by one-sample MR analysis, and 5 were further confirmed by two-sample MR analysis. Additionally, the quality of the pooled evidence for the associations between 10 variables and cognitive function was rated as high. Based on these 10 identified variables, adopting a more favorable lifestyle was significantly associated with 38% and 34% decreased risks of dementia and Alzheimer's disease (AD).

Conclusion: Overall, our study constructed an evidence database of variables associated with cognitive function, which could contribute to the prevention of cognitive impairment and dementia.

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来源期刊
Alzheimer's Research & Therapy
Alzheimer's Research & Therapy 医学-神经病学
CiteScore
13.10
自引率
3.30%
发文量
172
审稿时长
>12 weeks
期刊介绍: Alzheimer's Research & Therapy is an international peer-reviewed journal that focuses on translational research into Alzheimer's disease and other neurodegenerative diseases. It publishes open-access basic research, clinical trials, drug discovery and development studies, and epidemiologic studies. The journal also includes reviews, viewpoints, commentaries, debates, and reports. All articles published in Alzheimer's Research & Therapy are included in several reputable databases such as CAS, Current contents, DOAJ, Embase, Journal Citation Reports/Science Edition, MEDLINE, PubMed, PubMed Central, Science Citation Index Expanded (Web of Science) and Scopus.
期刊最新文献
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