Plasma metabolomic signature of healthy lifestyle, structural brain reserve and risk of dementia

被引:2
作者
Tian, Fei [1 ]
Wang, Yuhua [1 ]
Qian, Zhengmin [2 ]
Ran, Shanshan [1 ]
Zhang, Zilong [1 ]
Wang, Chongjian [3 ]
Mcmillin, Stephen Edward [4 ]
Chavan, Niraj R. [5 ]
Lin, Hualiang [1 ]
机构
[1] Sun Yat Sen Univ, Sch Publ Hlth, Dept Epidemiol, Guangzhou 510080, Peoples R China
[2] St Louis Univ, Coll Publ Hlth & Social Justice, Dept Epidemiol & Biostat, St Louis, MO 63104 USA
[3] Zhengzhou Univ, Coll Publ Hlth, Dept Epidemiol & Biostat, Zhengzhou 450001, Peoples R China
[4] St Louis Univ, Sch Social Work, St Louis, MO 63103 USA
[5] St Louis Univ, Sch Med, Dept Obstet Gynecol & Womens Hlth, St Louis, MO 63117 USA
基金
比尔及梅琳达.盖茨基金会;
关键词
healthy lifestyle; metabolic signature; dementia; brain structure; cohort study; ALZHEIMERS-DISEASE; CARDIOVASCULAR-DISEASE; ALCOHOL-CONSUMPTION; PATTERNS; ATROPHY; DIET;
D O I
10.1093/brain/awae257
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Although the association between healthy lifestyle and dementia risk has been documented, the relationship between a metabolic signature indicative of healthy lifestyle and dementia risk and the mediating role of structural brain impairment remain unknown.We retrieved 136 628 dementia-free participants from UK Biobank. Elastic net regression was used to obtain a metabolic signature that represented lifestyle behaviours. Cox proportional hazard models were fitted to explore the associations of lifestyle-associated metabolic signature with incident dementia. Causal associations between identified metabolites and dementia were investigated using Mendelian randomization. Mediation analysis was also conducted to uncover the potential mechanisms involving 19 imaging-derived phenotypes (brain volume, grey matter volume, white matter volume and regional grey matter volumes).During a follow-up of 12.55 years, 1783 incident cases of all-cause dementia were identified, including 725 cases of Alzheimer's dementia and 418 cases of vascular dementia. We identified 83 metabolites that could represent healthy lifestyle behaviours using elastic net regression. The metabolic signature was associated with a lower dementia risk, and for each standard deviation increment in metabolic signature, the hazard ratio was 0.89 [95% confidence interval (CI): 0.85, 0.93] for all-cause dementia, 0.95 (95% CI: 0.88, 1.03) for Alzheimer's dementia and 0.84 (95% CI: 0.77, 0.91) for vascular dementia. Mendelian randomization revealed potential causal associations between the identified metabolites and risk of dementia. In addition, the specific structural brain reserve, including the hippocampus, grey matter in the hippocampus, parahippocampal gyrus and middle temporal gyrus, were detected to mediate the effects of metabolic signature on dementia risk (mediated proportion ranging from 6.21% to 11.98%).The metabolic signature associated with a healthy lifestyle is inversely associated with dementia risk, and greater structural brain reserve plays an important role in mediating this relationship. These findings have significant implications for understanding the intricate connections between lifestyle, metabolism and brain health. Using data from the UK Biobank, Tian et al. identify a plasma metabolic signature of a healthy lifestyle and show that this signature is associated with a reduced risk of incident dementia. Greater structural brain reserve plays an important role in mediating this relationship.
引用
收藏
页码:143 / 153
页数:11
相关论文
共 48 条
[1]   Image processing and Quality Control for the first 10,000 brain imaging datasets from UK Biobank [J].
Alfaro-Almagro, Fidel ;
Jenkinson, Mark ;
Bangerter, Neal K. ;
Andersson, Jesper L. R. ;
Griffanti, Ludovica ;
Douaud, Gwenaelle ;
Sotiropoulos, Stamatios N. ;
Jbabdi, Saad ;
Hernandez-Fernandez, Moises ;
Vallee, Emmanuel ;
Vidaurre, Diego ;
Webster, Matthew ;
McCarthy, Paul ;
Rorden, Christopher ;
Daducci, Alessandro ;
Alexander, Daniel C. ;
Zhang, Hui ;
Dragonu, Iulius ;
Matthews, Paul M. ;
Miller, Karla L. ;
Smith, Stephen M. .
NEUROIMAGE, 2018, 166 :400-424
[2]   Metabolomics technology and bioinformatics for precision medicine [J].
Azad, Rajeev K. ;
Shulaev, Vladimir .
BRIEFINGS IN BIOINFORMATICS, 2019, 20 (06) :1957-1971
[3]   Associations between depression, lifestyle and brain structure: A longitudinal MRI study [J].
Binnewies, Julia ;
Nawijn, Laura ;
van Tol, Marie-Jose ;
van der Wee, Nic J. A. ;
Veltman, Dick J. ;
Penninx, Brenda W. J. H. .
NEUROIMAGE, 2021, 231
[4]   Metabolomics and incident dementia in older Chinese adults: The Shanghai Aging Study [J].
Cui, Mei ;
Jiang, Yanfeng ;
Zhao, Qianhua ;
Zhu, Zhen ;
Liang, Xiaoniu ;
Zhang, Kexun ;
Wu, Wanqing ;
Dong, Qiang ;
An, Yanpeng ;
Tang, Huiru ;
Ding, Ding ;
Chen, Xingdong .
ALZHEIMERS & DEMENTIA, 2020, 16 (05) :779-788
[5]   Curating a longitudinal research resource using linked primary care EHR data-a UK Biobank case study [J].
Darke, Philip ;
Cassidy, Sophie ;
Catt, Michael ;
Taylor, Roy ;
Missier, Paolo ;
Bacardit, Jaume .
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2022, 29 (03) :546-552
[6]   Healthy lifestyle and the risk of Alzheimer dementia Findings from 2 longitudinal studies [J].
Dhana, Klodian ;
Evans, Denis A. ;
Rajan, Kumar B. ;
Bennett, David A. ;
Morris, Martha C. .
NEUROLOGY, 2020, 95 (04) :E374-E383
[7]   Preventing Alzheimer's disease-related gray matter atrophy by B-vitamin treatment [J].
Douaud, Gwenaelle ;
Refsum, Helga ;
de Jager, Celeste A. ;
Jacoby, Robin ;
Nichols, Thomas E. ;
Smith, Stephen M. ;
Smith, A. David .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (23) :9523-9528
[8]   The metabolomic signatures of alcohol consumption in young adults [J].
Du, Duc ;
Bruno, Raimondo ;
Blizzard, Leigh ;
Venn, Alison ;
Dwyer, Terence ;
Smith, Kylie J. ;
Magnussen, Costan G. ;
Gall, Seana .
EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY, 2020, 27 (08) :840-849
[9]   Sleep patterns, genetic susceptibility, and incident cardiovascular disease: a prospective study of 385 292 UK biobank participants [J].
Fan, Mengyu ;
Sun, Dianjianyi ;
Zhou, Tao ;
Heianza, Yoriko ;
Lv, Jun ;
Li, Liming ;
Qi, Lu .
EUROPEAN HEART JOURNAL, 2020, 41 (11) :1182-+
[10]   Association between NMR metabolomic signatures of healthy lifestyle and incident coronary artery disease [J].
Fu, Zuqiang ;
Liu, Qian ;
Liang, Jingjia ;
Weng, Zhenkun ;
Li, Wenxiang ;
Xu, Jin ;
Zhang, Xin ;
Xu, Cheng ;
Gu, Aihua .
EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY, 2023, 30 (03) :243-253