Contributions of obesity to kidney health and disease: insights from Mendelian randomization and the human kidney transcriptomics

Author:

Xu Xiaoguang1ORCID,Eales James M1ORCID,Jiang Xiao1ORCID,Sanderson Eleanor2ORCID,Drzal Maciej1ORCID,Saluja Sushant1,Scannali David1ORCID,Williams Bryan3ORCID,Morris Andrew P4ORCID,Guzik Tomasz J56ORCID,Charchar Fadi J789ORCID,Holmes Michael V101112ORCID,Tomaszewski Maciej113ORCID

Affiliation:

1. Division of Cardiovascular Sciences, Faculty of Medicine, Biology and Health, University of Manchester, AV Hill Building, Manchester, M13 9PT, UK

2. MRC Integrative Epidemiology Unit, University of Bristol, Oakfield House, Bristol, BS8 2BN, UK

3. Institute of Cardiovascular Sciences, University College London, Roger Williams Building, London, WC1E 6HX, UK

4. Centre for Genetics and Genomics Versus Arthritis, Centre for Musculoskeletal Research, Division of Musculoskeletal & Dermatological Sciences, Faculty of Medicine, Biology and Health, University of Manchester, AV Hill Building, Manchester, M13 9PT, UK

5. BHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, G12 8TA, UK

6. Department of Internal and Agricultural Medicine, Jagiellonian University College of Medicine, Skarbowa 1, 31-121 Kraków, Poland

7. School of Science, Psychology and Sport, Federation University, Ballarat, Victoria, 3353, Australia

8. Department of Cardiovascular Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK

9. Department of Physiology, University of Melbourne, Medical Building 181, Melbourne, Victoria, 3010, Australia

10. NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, John Radcliffe Hospital, Oxford, OX4 2PG, UK

11. Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, UK

12. Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Big Data Institute Building, Roosevelt Drive, Oxford, OX3 7LF, UK

13. Manchester Heart Centre and Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust Manchester, Manchester Royal Infirmary, Oxford Road, Manchester, M13 9WL, UK

Abstract

Abstract Aims Obesity and kidney diseases are common complex disorders with an increasing clinical and economic impact on healthcare around the globe. Our objective was to examine if modifiable anthropometric obesity indices show putatively causal association with kidney health and disease and highlight biological mechanisms of potential relevance to the association between obesity and the kidney. Methods and results We performed observational, one-sample, two-sample Mendelian randomization (MR) and multivariable MR studies in ∼300 000 participants of white-British ancestry from UK Biobank and participants of predominantly European ancestry from genome-wide association studies. The MR analyses revealed that increasing values of genetically predicted body mass index and waist circumference were causally associated with biochemical indices of renal function, kidney health index (a composite renal outcome derived from blood biochemistry, urine analysis, and International Classification of Disease-based kidney disease diagnoses), and both acute and chronic kidney diseases of different aetiologies including hypertensive renal disease and diabetic nephropathy. Approximately 13–16% and 21–26% of the potentially causal effect of obesity indices on kidney health were mediated by blood pressure and type 2 diabetes, respectively. A total of 61 pathways mapping primarily onto transcriptional/translational regulation, innate and adaptive immunity, and extracellular matrix and metabolism were associated with obesity measures in gene set enrichment analysis in up to 467 kidney transcriptomes. Conclusions Our data show that a putatively causal association of obesity with renal health is largely independent of blood pressure and type 2 diabetes and uncover the signatures of obesity on the transcriptome of human kidney.

Funder

British Heart Foundation

Kidney Research UK

UK Medical Research Council

British Heart Foundation Intermediate Clinical Research Fellowship

National Institute for Health Research Oxford Biomedical Research Centre

European Research Council

National Centre for Research and Development of Poland

Publisher

Oxford University Press (OUP)

Subject

Physiology (medical),Cardiology and Cardiovascular Medicine,Physiology

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