Deciphering the Causal Influence of BMI and related Metabolic, Inflammatory, and Cardiovascular Factors on Brain Structure: A Mendelian Randomization Study

Author:

Opel Nils1ORCID,Painter Jodie2ORCID,Refisch AlexanderORCID,Rau Moritz,Walther Martin3ORCID,Mackey Scott4ORCID,Laurent Jennifer,Thompson Paul5,Grasby Katrina2ORCID,Hajek Tomas6ORCID,Medland Sarah2ORCID

Affiliation:

1. University of Münster

2. QIMR Berghofer Medical Research Institute

3. DepartmenJena University Hospital

4. University of Vermont

5. Imaging Genetics Center, Mark and Mary Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of the University of Southern California, Marina del Rey, California, USA

6. Dalhousie University

Abstract

Abstract

Obesity is a highly prevalent metabolic risk factor that commonly coincides with additional metabolic, cardiovascular, and inflammatory abnormalities. Obesity has frequently been shown to affect brain physiology at multiple levels, and to increase the risk for the development of neuropsychiatric disorders such as major depression and dementia. Previous large-scale neuroimaging research has consistently shown overlapping brain structural alterations in obesity and neuropsychiatric disorders, with the most pronounced alterations being lower cortical thickness in the frontal and temporal cortex. Yet, the direction of association, and the potential causal effect of obesity on brain structural decline, remains unclear. Moreover, it is imperative to determine which of the multifaceted biological systems impacted by obesity, encompassing metabolic, cardiovascular, and inflammatory aspects, may be implicated in the link between obesity and brain structural decline. In this study, we employed univariate and multivariate Mendelian randomization (MR) as an instrumental variable (IV) approach to clarify the causal direction of the relationship between body mass index (BMI) and brain structure and to disentangle the metabolic, cardiovascular, and inflammatory factors that might underlie this relationship. We found evidence for a potential causal influence of elevated BMI on lower cortical thickness, with most prominent effects in frontal and temporal regions. We furthermore found a concurrent association of the inflammatory serum marker CRP and visceral adipose tissue (VAT) with lower cortical thickness, both globally and regionally across brain regions, largely overlapping with those associated with increased BMI. In contrast, very few associations with cortical thickness emerged for blood pressure or metabolic serum markers. Our findings thus corroborate the notion of a causal effect of BMI on lower cortical thickness and indicate low-grade inflammation as a potential candidate mechanism implicated in this relationship. Future research should aim to delineate if and how the BMI related effect on brain structural decline conveys an increased risk for the development of neuropsychiatric disorders.

Publisher

Springer Science and Business Media LLC

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