Dataset Information

The relationship between adiposity and cognitive function: a bidirectional Mendelian randomization study in UK Biobank.

ABSTRACT:

Background

There may be a bidirectional relationship between cognition and adiposity, whereby poor cognition leads to increased adiposity and vice versa. We aimed to determine whether these findings are causal, by undertaking a bidirectional Mendelian randomization (MR) study.

Methods

A total of 378 877 UK Biobank participants had three adiposity indicators [body fat percentage (BF%), body mass index (BMI) and waist-hip ratio] and two cognitive function measures (reaction time, visual memory). We examined observational associations between each adiposity indicator and cognitive function and vice versa. Using bidirectional inverse-variance weighted MR, we estimated the strength of the adiposity-cognitive function association using genetic instruments for adiposity indicators as our exposures, and we repeated this in the opposite direction using instruments for cognitive function.

Results

In the direction adiposity to cognitive function, MR analyses were generally directionally consistent with observational findings, but all confidence intervals contained the null. In the opposite direction, MR estimates for all adiposity measures on reaction time were imprecise and directionally inconsistent. MR estimates for the effects of visual memory on all adiposity measures indicated worse visual memory was associated with lower adiposity. For example, a 1-unit worse visual memory score was associated with a 1.32% [β = -1.32; 95% confidence interval (CI): -0.77,-1.88] and 3.57% (β = -3.64; 95% CI: -1.84,-5.15) lower absolute body fat percentage and relative body mass index, respectively.

Conclusions

Observational associations of adiposity on cognitive function are likely not causal. In the reverse direction, our consistent findings that worse visual memory is associated with three adiposity indicators provide support for a causal link between worse visual memory and lower adiposity.

SUBMITTER: Norris T

PROVIDER: S-EPMC10396406 | biostudies-literature | 2023 Aug

REPOSITORIES: biostudies-literature

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Publications

The relationship between adiposity and cognitive function: a bidirectional Mendelian randomization study in UK Biobank.

Norris Tom T Salzmann Antoine A Henry Albert A Garfield Victoria V Pinto Pereira Snehal M SM

International journal of epidemiology 20230801 4

<h4>Background</h4>There may be a bidirectional relationship between cognition and adiposity, whereby poor cognition leads to increased adiposity and vice versa. We aimed to determine whether these findings are causal, by undertaking a bidirectional Mendelian randomization (MR) study.<h4>Methods</h4>A total of 378 877 UK Biobank participants had three adiposity indicators [body fat percentage (BF%), body mass index (BMI) and waist-hip ratio] and two cognitive function measures (reaction time, vi ...[more]

PMID: 37029912

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Dataset Information

The relationship between adiposity and cognitive function: a bidirectional Mendelian randomization study in UK Biobank.

Background

Methods

Results

Conclusions

Publications

The relationship between adiposity and cognitive function: a bidirectional Mendelian randomization study in UK Biobank.

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