Adiposity impacts cognitive function in Asian populations: an epidemiological and Mendelian Randomization study

被引:37
|
作者
Mina, Theresia [1 ]
Yew, Yik Weng [1 ,2 ]
Ng, Hong Kiat [1 ]
Sadhu, Nilanjana [1 ]
Wansaicheong, Gervais [1 ,3 ]
Dalan, Rinkoo [1 ,4 ]
Low, Dorrain Yan Wen [1 ]
Lam, Benjamin Chih Chiang [1 ,5 ]
Riboli, Elio [1 ,6 ]
Lee, Eng Sing [1 ,7 ]
Ngeow, Joanne [1 ,8 ]
Elliott, Paul [1 ,6 ]
Griva, Konstadina [1 ]
Loh, Marie [1 ,2 ]
Lee, Jimmy [1 ,9 ]
Chambers, John [1 ,6 ]
机构
[1] Nanyang Technol Univ, Lee Kong Chian Sch Med, Level 18 Clin Sci Bldg, 11 Mandalay Rd, Singapore 308232, Singapore
[2] Natl Skin Ctr, Res Div, 1 Mandalay Rd, Singapore 308205, Singapore
[3] Tan Tock Seng Hosp TTSH, Dept Diagnost Radiol, 11 Jalan Tan Tock Seng, Singapore 308433, Singapore
[4] TTSH, Dept Endocrinol, Singapore, Singapore
[5] Khoo Teck Puat Hosp, Integrated Care Obes & Diabet, 90 Yishun Cent, Singapore 768828, Singapore
[6] Imperial Coll London, Sch Publ Hlth, Med Sch 152, Dept Epidemiol & Biostat, St Marys Campus, London W2 1NY, England
[7] Natl Healthcare Grp Polyclin, Clin Res Unit, 3 Fusionopolis Link, Nexusone north, 05-10, Singapore 138543, Singapore
[8] Natl Canc Ctr, Div Med Oncol, 11 Hosp Dr, Singapore 169610, Singapore
[9] Inst Mental Hlth, Res Div, Singapore 539747, Singapore
来源
基金
英国医学研究理事会;
关键词
Adiposity; Visceral adiposity; DEXA; General cognition; Cognitive function; Aging; Mendelian; ASSOCIATION; BIAS; DEMENTIA;
D O I
10.1016/j.lanwpc.2023.100710
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background Obesity and related metabolic disturbances including diabetes, hypertension and hyperlipidemia predict future cognitive decline. Asia has a high prevalence of both obesity and metabolic disease, potentially amplifying the future burden of dementia in the region. We aimed to investigate the impact of adiposity and metabolic risk on cognitive function in Asian populations, using an epidemiological analysis and a two-sample Mendelian Randomization (MR) study.Methods The Health for Life in Singapore (HELIOS) Study is a population-based cohort of South-East-Asian men and women in Singapore, aged 30-84 years. We analyzed 8769 participants with metabolic and cognitive data collected between 2018 and 2021. Whole-body fat mass was quantified with Dual X-Ray Absorptiometry (DEXA). Cognition was assessed using a computerized cognitive battery. An index of general cognition 'g' was derived through factor analysis. We tested the relationship of fat mass indices and metabolic measures with 'g' using regression approaches. We then performed inverse-variance-weighted MR of adiposity and metabolic risk factors on 'g', using summary statistics for genome-wide association studies of BMI, visceral adipose tissue (VAT), waist-hip-ratio (WHR), blood pressure, HDL cholesterol, triglycerides, fasting glucose, HbA1c, and general cognition.Findings Participants were 58.9% female, and aged 51.4 (11.3) years. In univariate analysis, all 29 adiposity and metabolic measures assessed were associated with 'g' at P < 0.05. In multivariable analyses, reduced 'g' was consistently associated with increased visceral fat mass index and lower HDL cholesterol (P < 0.001), but not with blood pressure, triglycerides, or glycemic indices. The reduction in 'g' associated with 1SD higher visceral fat, or 1SD lower HDL cholesterol, was equivalent to a 0.7 and 0.9-year increase in chronological age respectively (P < 0.001). Inverse variance MR analyses showed that reduced 'g' is associated with genetically determined elevation of VAT, BMI and WHR (all P < 0.001). In contrast, MR did not support a causal role for blood pressure, lipid, or glycemic indices on cognition.Interpretation We show an independent relationship between adiposity and cognition in a multi-ethnic Asian population. MR analyses suggest that both visceral adiposity and raised BMI are likely to be causally linked to cognition. Our findings have important implications for preservation of cognitive health, including further motivation for action to reverse the rising burden of obesity in the Asia-Pacific region.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] The Relationship between Adiposity and Cognitive Function: A Bidirectional Mendelian Randomization Study in UK Biobank
    Norris, Tom
    Fatemifar, Ghazaleh
    Denaxas, Spiros
    Finan, Chris
    Garfield, Victoria
    Pereira, Snehal M. Pinto
    GENETIC EPIDEMIOLOGY, 2022, 46 (07) : 520 - 520
  • [2] Biomarkers of kidney function and cognitive ability: A Mendelian randomization study
    Richard, Erin L.
    McEvoy, Linda K.
    Cao, Steven Y.
    Oren, Eyal
    Alcaraz, John E.
    LaCroix, Andrea Z.
    Salem, Rany M.
    JOURNAL OF THE NEUROLOGICAL SCIENCES, 2021, 430
  • [3] Chronotype and cognitive function: Observational study and bidirectional Mendelian randomization
    Wang, Jiao
    Li, Ying Ru
    Jiang, Chao Qiang
    Zhang, Wei Sen
    Zhu, Tong
    Zhu, Feng
    Jin, Ya Li
    Lam, Tai Hing
    Cheng, Kar Keung
    Xu, Lin
    ECLINICALMEDICINE, 2022, 53
  • [4] Biomarkers Of Kidney Function And Cognitive Ability: A Mendelian Randomization Study
    Richard, Erin
    McEvoy, Linda
    Cao, Steven
    Lacroix, Andrea Z.
    Salem, Rany
    CIRCULATION, 2021, 143
  • [5] The effect of liver enzymes on adiposity: a Mendelian randomization study
    Liu, Junxi
    Yeung, Shiu Lun Au
    Kwok, Man Ki
    Leung, June Yue Yan
    Lin, Shi Lin
    Hui, Lai Ling
    Leung, Gabriel Matthew
    Schooling, C. Mary
    SCIENTIFIC REPORTS, 2019, 9 (1)
  • [6] Visceral Adiposity and Risk of Stroke: A Mendelian Randomization Study
    Xu, Ran
    Hu, Xinzhi
    Wang, Tao
    Yang, Yutong
    Jiang, Nan
    Luo, Jichang
    Zhang, Xiao
    Patel, Aman B.
    Dmytriw, Adam A.
    Jiao, Liqun
    FRONTIERS IN NEUROLOGY, 2022, 13
  • [7] Adiposity as a cause of cardiovascular disease: a Mendelian randomization study
    Haegg, Sara
    Fall, Tove
    Ploner, Alexander
    Maegi, Reedik
    Fischer, Krista
    Draisma, Harmen H. M.
    Kals, Mart
    de Vries, Paul S.
    Dehghan, Abbas
    Willems, Sara M.
    Sarin, Antti-Pekka
    Kristiansson, Kati
    Nuotio, Marja-Liisa
    Havulinna, Aki S.
    de Bruijn, Renee F. A. G.
    Ikram, M. Arfan
    Kuningas, Maris
    Stricker, Bruno H.
    Franco, Oscar H.
    Benyamin, Beben
    Gieger, Christian
    Hall, Alistair S.
    Huikari, Ville
    Jula, Antti
    Jarvelin, Marjo-Riitta
    Kaakinen, Marika
    Kaprio, Jaakko
    Kobl, Michael
    Mangino, Massimo
    Nelson, Christopher P.
    Palotie, Aarno
    Samani, Nilesh J.
    Spector, Tim D.
    Strachan, David P.
    Tobin, Martin D.
    Whitfield, John B.
    Uitterlinden, Andre G.
    Salomaa, Veikko
    Syvanen, Ann-Christine
    Kuulasmaa, Kari
    Magnusson, Patrik K.
    Esko, Tonu
    Hofman, Albert
    de Geus, Eco J. C.
    Lind, Lars
    Giedraitis, Vilmantas
    Perola, Markus
    Evans, Alun
    Ferrieres, Jean
    Virtamo, Jarmo
    INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2015, 44 (02) : 578 - 586
  • [8] The effect of liver enzymes on adiposity: a Mendelian randomization study
    Junxi Liu
    Shiu Lun Au Yeung
    Man Ki Kwok
    June Yue Yan Leung
    Shi Lin Lin
    Lai Ling Hui
    Gabriel Matthew Leung
    C. Mary Schooling
    Scientific Reports, 9
  • [9] Association of blood pressure with cognitive function at midlife: a Mendelian randomization study
    Sun, Daokun
    Thomas, Emy A.
    Launer, Lenore J.
    Sidney, Stephen
    Yaffe, Kristine
    Fornage, Myriam
    BMC MEDICAL GENOMICS, 2020, 13 (01)
  • [10] Association of blood pressure with cognitive function at midlife: a Mendelian randomization study
    Daokun Sun
    Emy A. Thomas
    Lenore J. Launer
    Stephen Sidney
    Kristine Yaffe
    Myriam Fornage
    BMC Medical Genomics, 13