Identifying modifiable factors and their joint effect on dementia risk in the UK Biobank

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作者
Yi Zhang
Shi-Dong Chen
Yue-Ting Deng
Jia You
Xiao-Yu He
Xin-Rui Wu
Bang-Sheng Wu
Liu Yang
Ya-Ru Zhang
Kevin Kuo
Jian-Feng Feng
Wei Cheng
John Suckling
A. David Smith
Jin-Tai Yu
机构
[1] National Center for Neurological Disorders,Department of Neurology and Institute of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University
[2] Fudan University,Institute of Science and Technology for Brain
[3] Ministry of Education,Inspired Intelligence
[4] Zhejiang Normal University,Key Laboratory of Computational Neuroscience and Brain
[5] Fudan University,Inspired Intelligence, Fudan University
[6] University of Cambridge,Fudan ISTBI—ZJNU Algorithm Centre for Brain
[7] University of Oxford,Inspired Intelligence
来源
Nature Human Behaviour | 2023年 / 7卷
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摘要
Previous hypothesis-driven research has identified many risk factors linked to dementia. However, the multiplicity and co-occurrence of risk factors have been underestimated. Here we analysed data of 344,324 participants from the UK Biobank with 15 yr of follow-up data for 210 modifiable risk factors. We first conducted an exposure-wide association study and then combined factors associated with dementia to generate composite scores for different domains. We then evaluated their joint associations with dementia in a multivariate Cox model. We estimated the potential impact of eliminating the unfavourable profiles of risk domains on dementia using population attributable fraction. The associations varied by domain, with lifestyle (16.6%), medical history (14.0%) and socioeconomic status (13.5%) contributing to the majority of dementia cases. Overall, we estimated that up to 47.0%–72.6% of dementia cases could be prevented.
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页码:1185 / 1195
页数:10
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