Urinary metabolite quantitative trait loci in children and their interaction with dietary factors

Author:

Calvo-Serra Beatriz123,Maitre Léa123,Lau Chung-Ho E4,Siskos Alexandros P45,Gützkow Kristine B6,Andrušaitytė Sandra7,Casas Maribel123,Cadiou Solène8,Chatzi Leda9,González Juan R123,Grazuleviciene Regina7,McEachan Rosemary10,Slama Rémy8,Vafeiadi Marina11,Wright John10,Coen Murieann412,Vrijheid Martine123,Keun Hector C45,Escaramís Geòrgia133,Bustamante Mariona123ORCID

Affiliation:

1. ISGlobal, Barcelona 08003, Spain

2. Universitat Pompeu Fabra (UPF), Barcelona 08003, Spain

3. CIBER Epidemiología y Salud Pública (CIBERESP), Madrid 28029, Spain

4. Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London, London SW7 2AZ, UK

5. Cancer Metabolism and Systems Toxicology Group, Division of Cancer, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London W12 0NN, UK

6. Department of Environmental Health, Norwegian Institute of Public Health, Oslo 0213, Norway

7. Department of Environmental Science, Vytautas Magnus University, Kaunas 44248, Lithuania

8. Team of Environmental Epidemiology, IAB, Institute for Advanced Biosciences, Inserm, CNRS, CHU-Grenoble-Alpes, University Grenoble-Alpes, Grenoble 38000, France

9. Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles 90033, USA

10. Bradford Institute for Health Research, Bradford BD9 6RJ, UK

11. Department of Social Medicine, Faculty of Medicine, University of Crete, Heraklion 71003, Greece

12. Oncology Safety, Clinical Pharmacology and Safety Sciences, R&D, AstraZeneca, Cambridge CB2 0RE, UK

13. Departament de Biomedicina, Institut de Neurociències, Universitat de Barcelona (UB), Barcelona 08036, Spain

Abstract

Abstract Human metabolism is influenced by genetic and environmental factors. Previous studies have identified over 23 loci associated with more than 26 urine metabolites levels in adults, which are known as urinary metabolite quantitative trait loci (metabQTLs). The aim of the present study is the identification for the first time of urinary metabQTLs in children and their interaction with dietary patterns. Association between genome-wide genotyping data and 44 urine metabolite levels measured by proton nuclear magnetic resonance spectroscopy was tested in 996 children from the Human Early Life Exposome project. Twelve statistically significant urine metabQTLs were identified, involving 11 unique loci and 10 different metabolites. Comparison with previous findings in adults revealed that six metabQTLs were already known, and one had been described in serum and three were involved the same locus as other reported metabQTLs but had different urinary metabolites. The remaining two metabQTLs represent novel urine metabolite-locus associations, which are reported for the first time in this study [single nucleotide polymorphism (SNP) rs12575496 for taurine, and the missense SNP rs2274870 for 3-hydroxyisobutyrate]. Moreover, it was found that urinary taurine levels were affected by the combined action of genetic variation and dietary patterns of meat intake as well as by the interaction of this SNP with beverage intake dietary patterns. Overall, we identified 12 urinary metabQTLs in children, including two novel associations. While a substantial part of the identified loci affected urinary metabolite levels both in children and in adults, the metabQTL for taurine seemed to be specific to children and interacted with dietary patterns.

Funder

European Community’s Seventh Framework Programme

HELIX

ATHLETE

Instituto de Salud Carlos III

Centro Nacional de Genotipado-CEGEN

Wellcome Trust

UK Medical Research Council and Economic and Social Science Research Council

Lithuanian Agency for Science Innovation and Technology

Publisher

Oxford University Press (OUP)

Subject

Genetics(clinical),Genetics,Molecular Biology,General Medicine

Reference75 articles.

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