Increased brain volume from higher cereal and lower coffee intake: shared genetic determinants and impacts on cognition and metabolism

Author:

Kang Jujiao123,Jia Tianye234ORCID,Jiao Zeyu123,Shen Chun23,Xie Chao23,Cheng Wei23,Sahakian Barbara J2356,Waxman David23,Feng Jianfeng1237

Affiliation:

1. Shanghai Center for Mathematical Sciences , Fudan University, Shanghai 200433 , China

2. Institute of Science and Technology for Brain-Inspired Intelligence , Fudan University, Shanghai 200433 , China

3. Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Fudan University) , Ministry of Education, Fudan, Shanghai 200433 , China

4. Centre for Population Neuroscience and Precision Medicine (PONS) , Institute of Psychiatry, Psychology & Neuroscience, SGDP Centre, King’s College London, London SE5 8AF , United Kingdom

5. Department of Psychiatry , University of Cambridge School of Clinical Medicine, Cambridge CB2 0SZ , United Kingdom

6. Department of the Behavioural and Clinical Neuroscience Institute , University of Cambridge, Cambridge CB2 3EB , United Kingdom

7. Department of Computer Science , University of Warwick, Coventry CV4 7AL , United Kingdom

Abstract

Abstract It is unclear how different diets may affect human brain development and if genetic and environmental factors play a part. We investigated diet effects in the UK Biobank data from 18,879 healthy adults and discovered anticorrelated brain-wide gray matter volume (GMV)-association patterns between coffee and cereal intake, coincidence with their anticorrelated genetic constructs. The Mendelian randomization approach further indicated a causal effect of higher coffee intake on reduced total GMV, which is likely through regulating the expression of genes responsible for synaptic development in the brain. The identified genetic factors may further affect people’s lifestyle habits and body/blood fat levels through the mediation of cereal/coffee intake, and the brain-wide expression pattern of gene CPLX3, a dedicated marker of subplate neurons that regulate cortical development and plasticity, may underlie the shared GMV-association patterns among the coffee/cereal intake and cognitive functions. All the main findings were successfully replicated. Our findings thus revealed that high-cereal and low-coffee diets shared similar brain and genetic constructs, leading to long-term beneficial associations regarding cognitive, body mass index (BMI), and other metabolic measures. This study has important implications for public health, especially during the pandemic, given the poorer outcomes of COVID-19 patients with greater BMIs.

Funder

Zhangjiang Lab

Shanghai Municipal Natural Science Foundation

111 Project

National Natural Science Foundation of China

Publisher

Oxford University Press (OUP)

Subject

Cellular and Molecular Neuroscience,Cognitive Neuroscience

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