Mendelian Randomization Analysis Identifies Inverse Causal Relationship between External Eating and Metabolic Phenotypes

Author:

Timasheva Yanina12ORCID,Balkhiyarova Zhanna34ORCID,Avzaletdinova Diana24,Morugova Tatyana4,Korytina Gulnaz F.15ORCID,Nouwen Arie6,Prokopenko Inga3ORCID,Kochetova Olga15ORCID

Affiliation:

1. Institute of Biochemistry and Genetics, Ufa Federal Research Centre of Russian Academy of Sciences, Ufa 450054, Russia

2. Department of Medical Genetics and Fundamental Medicine, Bashkir State Medical University, Ufa 450008, Russia

3. Section of Statistical Multi-Omics, Department of Clinical & Experimental Medicine, School of Biosciences & Medicine, University of Surrey, Guildford GU2 7XH, UK

4. Department of Endocrinology, Bashkir State Medical University, Ufa 450008, Russia

5. Department of Biology, Bashkir State Medical University, Ufa 450008, Russia

6. Department of Psychology, Middlesex University, London NW4 4BT, UK

Abstract

Disordered eating contributes to weight gain, obesity, and type 2 diabetes (T2D), but the precise mechanisms underlying the development of different eating patterns and connecting them to specific metabolic phenotypes remain unclear. We aimed to identify genetic variants linked to eating behaviour and investigate its causal relationships with metabolic traits using Mendelian randomization (MR). We tested associations between 30 genetic variants and eating patterns in individuals with T2D from the Volga-Ural region and investigated causal relationships between variants associated with eating patterns and various metabolic and anthropometric traits using data from the Volga-Ural population and large international consortia. We detected associations between HTR1D and CDKAL1 and external eating; between HTR2A and emotional eating; between HTR2A, NPY2R, HTR1F, HTR3A, HTR2C, CXCR2, and T2D. Further analyses in a separate group revealed significant associations between metabolic syndrome (MetS) and the loci in CRP, ADCY3, GHRL, CDKAL1, BDNF, CHRM4, CHRM1, HTR3A, and AKT1 genes. MR results demonstrated an inverse causal relationship between external eating and glycated haemoglobin levels in the Volga-Ural sample. External eating influenced anthropometric traits such as body mass index, height, hip circumference, waist circumference, and weight in GWAS cohorts. Our findings suggest that eating patterns impact both anthropometric and metabolic traits.

Funder

framework of the state assignment of the Ministry of Science and Higher Education of the Russian Federation

Megagrant of Russian Federation

Publisher

MDPI AG

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