Analysis of associations between dietary patterns, genetic disposition, and cognitive function in data from UK Biobank

被引:2
作者
Schulz, Christina-Alexandra [1 ]
Weinhold, Leonie [2 ]
Schmid, Matthias [2 ]
Noethen, Markus M. [3 ,4 ]
Noethlings, Ute [1 ]
机构
[1] Univ Bonn, Inst Nutr & Food Sci, Nutr Epidemiol, Bonn, Germany
[2] Univ Bonn, Univ Hosp Bonn, Dept Med Biometry Informat & Epidemiol, Bonn, Germany
[3] Univ Bonn, Sch Med, Inst Human Genet, Bonn, Germany
[4] Univ Hosp Bonn, Bonn, Germany
关键词
Cognition; Fluid intelligence; General cognitive function; Dietary pattern; Genetic disposition; Polygenic score; GENOME-WIDE ASSOCIATION; MEDITERRANEAN DIET; ENERGY-INTAKE; DECLINE; BRAIN; RISK; INSIGHTS; METAANALYSIS; NUTRITION; DISEASE;
D O I
10.1007/s00394-022-02976-y
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
Purpose Research suggests that diet influences cognitive function and the risk for neurodegenerative disease. The present study aimed to determine whether a recently developed diet score, based on recommendations for dietary priorities for cardio metabolic health, was associated with fluid intelligence, and whether these associations were modified by individual genetic disposition. Methods This research has been conducted using the UK Biobank Resource. Analyses were performed using self-report data on diet and the results for the verbal-numerical reasoning test of fluid intelligence of 104,895 individuals (46% male: mean age at recruitment 57.1 years (range 40-70)). For each participant, a diet score and a polygenic score (PGS) were constructed, which evaluated predefined cut-offs for the intake of fruit, vegetables, fish, processed meat, unprocessed meat, whole grain, and refined grain, and ranged from 0 (unfavorable) to 7 (favorable). To investigate whether the diet score was associated with fluid intelligence, and whether the association was modified by PGS, linear regression analyses were performed. Results The average diet score was 3.9 (SD 1.4). After adjustment for selected confounders, a positive association was found between baseline fluid intelligence and PGS (P < 0.001). No association was found between baseline fluid intelligence and diet score (P = 0.601), even after stratification for PGS, or in participants with longitudinal data available (n = 9,482). Conclusion In this middle-aged cohort, no evidence was found for an association between the investigated diet score and either baseline or longitudinal fluid intelligence. However, as in previous reports, fluid intelligence was strongly associated with a PGS for general cognitive function.
引用
收藏
页码:511 / 521
页数:11
相关论文
共 58 条
[1]  
biobank.ndph.ox.ac.uk, LOC UK BIOB ASS CTR
[2]  
biobank.ndph.ox.ac.uk, FLUID INT MEAS US AC
[3]  
biobank.ndph.ox.ac.uk, DAT SHOWC DAT FIELD
[4]   The UK Biobank resource with deep phenotyping and genomic data [J].
Bycroft, Clare ;
Freeman, Colin ;
Petkova, Desislava ;
Band, Gavin ;
Elliott, Lloyd T. ;
Sharp, Kevin ;
Motyer, Allan ;
Vukcevic, Damjan ;
Delaneau, Olivier ;
O'Connell, Jared ;
Cortes, Adrian ;
Welsh, Samantha ;
Young, Alan ;
Effingham, Mark ;
McVean, Gil ;
Leslie, Stephen ;
Allen, Naomi ;
Donnelly, Peter ;
Marchini, Jonathan .
NATURE, 2018, 562 (7726) :203-+
[5]  
Carroll J.B., 1993, HUMAN COGNITIVE ABIL, DOI DOI 10.1017/CBO9780511571312
[6]  
Category 118 Fluid intelligence/reasonin, CATEGORY 118 FLUID I
[7]   Age and cognitive decline in the UK Biobank [J].
Cornelis, Marilyn C. ;
Wang, Yamin ;
Holland, Thomas ;
Agarwal, Puja ;
Weintraub, Sandra ;
Morris, Martha Clare .
PLOS ONE, 2019, 14 (03)
[8]   Cognitive function and lifetime features of depression and bipolar disorder in a large population sample: Cross-sectional study of 143,828 UK Biobank participants [J].
Cullen, B. ;
Nicholl, B. I. ;
Mackay, D. F. ;
Martin, D. ;
Ul-Haq, Z. ;
McIntosh, A. ;
Gallacher, J. ;
Deary, I. J. ;
Pell, J. P. ;
Evans, J. J. ;
Smith, D. J. .
EUROPEAN PSYCHIATRY, 2015, 30 (08) :950-958
[9]   Nutrition, the brain and cognitive decline: insights from epigenetics [J].
Dauncey, M. J. .
EUROPEAN JOURNAL OF CLINICAL NUTRITION, 2014, 68 (11) :1179-1185
[10]   New insights into nutrition and cognitive neuroscience [J].
Dauncey, M. J. .
PROCEEDINGS OF THE NUTRITION SOCIETY, 2009, 68 (04) :408-415