GWAS meta-analysis followed by Mendelian randomization revealed potential control mechanisms for circulating α-Klotho levels

Author:

Gergei Ingrid12,Zheng Jie34ORCID,Andlauer Till F M56,Brandenburg Vincent7,Mirza-Schreiber Nazanin8,Müller-Myhsok Bertram5910,Krämer Bernhard K11112,Richard Daniel13,Falk Louise3,Movérare-Skrtic Sofia14,Ohlsson Claes1415,Davey Smith George34,März Winfried11617,Voelkl Jakob181920,Tobias Jonathan H321

Affiliation:

1. Vth Department of Medicine (Nephrology, Hypertensiology, Rheumatology, Endocrinology, Diabetology), University Medical Center, Medical Faculty Mannheim, University of Heidelberg, Mannheim 69117, Germany

2. Therapeutic Area Cardiovascular Medicine, Boehringer Ingelheim International GmbH, Ingelheim 06877, Germany

3. MRC Integrative Epidemiology Unit (IEU), Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, UK

4. Population Health Science, Bristol Medical School, University of Bristol, Bristol BS8 2BN, UK

5. Max Planck Institute of Psychiatry, Munich 80804, Germany

6. Department of Neurology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich 80333, Germany

7. Department of Cardiology and Nephrology, Rhein-Maas Klinikum Würselen, Würselen 52146, Germany

8. Institute of Neurogenomics, Helmholtz Zentrum München, Neuherberg 85764, Germany

9. Munich Cluster for Systems Neurology (SyNergy), Munich 2145, Germany

10. Institute of Translational Medicine, University of Liverpool, Liverpool 11341, UK

11. European Center for Angioscience ECAS, Medical Faculty Mannheim, University of Heidelberg, Mannheim 69117, Germany

12. Center for Preventive Medicine and Digital Health Baden-Württemberg (CPDBW), Medical Faculty Mannheim, Heidelberg University, Mannheim 69117, Germany

13. Department of Human Evolutionary Biology, Harvard University, Cambridge 02138, MA, USA

14. Department of Internal Medicine and Clinical Nutrition, University of Gothenburg, Sahlgrenska Osteoporosis Centre, CBAR, Institute of Medicine, Gothenburg 41296, Sweden

15. Department of Drug Treatment, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg 7163, Sweden

16. SYNLAB Academy, SYNLAB Holding Deutschland GmbH, Mannheim 24496, Germany

17. Clinical Institute of Medical and Chemical Laboratory Diagnostics, Medical University of Graz, Graz 8010, Austria

18. Institute for Physiology and Pathophysiology, Johannes Kepler University Linz, Linz 4040, Austria

19. Department of Nephrology and Medical Intensive Care, Charité-Universitätsmedizin Berlin, Berlin 10117, Germany

20. DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin 10623, Germany

21. Musculoskeletal Research Unit, Translational Health, Learning and Research Building, Level 1 , Southmead Hospital, Bristol BS10 5NB, UK

Abstract

Abstract The protein α-Klotho acts as transmembrane co-receptor for fibroblast growth factor 23 (FGF23) and is a key regulator of phosphate homeostasis. However, α-Klotho also exists in a circulating form, with pleiotropic, but incompletely understood functions and regulation. Therefore, we undertook a genome-wide association study (GWAS) meta-analysis followed by Mendelian randomization (MR) of circulating α-Klotho levels. Plasma α-Klotho levels were measured by enzyme-linked immunosorbent assay (ELISA) in the Ludwigshafen Risk and Cardiovascular Health and Avon Longitudinal Study of Parents and Children (mothers) cohorts, followed by a GWAS meta-analysis in 4376 individuals across the two cohorts. Six signals at five loci were associated with circulating α-Klotho levels at genome-wide significance (P < 5 × 10−8), namely ABO, KL, FGFR1, and two post-translational modification genes, B4GALNT3 and CHST9. Together, these loci explained >9% of the variation in circulating α-Klotho levels. MR analyses revealed no causal relationships between α-Klotho and renal function, FGF23-dependent factors such as vitamin D and phosphate levels, or bone mineral density. The screening for genetic correlations with other phenotypes followed by targeted MR suggested causal effects of liability of Crohn’s disease risk [Inverse variance weighted (IVW) beta = 0.059 (95% confidence interval 0.026, 0.093)] and low-density lipoprotein cholesterol levels [−0.198 (−0.332, −0.063)] on α-Klotho. Our GWAS findings suggest that two enzymes involved in post-translational modification, B4GALNT3 and CHST9, contribute to genetic influences on α-Klotho levels, presumably by affecting protein turnover and stability. Subsequent evidence from MR analyses on α-Klotho levels suggest regulation by mechanisms besides phosphate-homeostasis and raise the possibility of cross-talk with FGF19- and FGF21-dependent pathways, respectively. Significance statement: α-Klotho as a transmembrane protein is well investigated along the endocrine FGF23-α-Klotho pathway. However, the role of the circulating form of α-Klotho, which is generated by cleavage of transmembrane α-Klotho, remains incompletely understood. Genetic analyses might help to elucidate novel regulatory and functional mechanisms. The identification of genetic factors related to circulating α-Klotho further enables MR to examine causal relationships with other factors. The findings from the first GWAS meta-analysis of circulating α-Klotho levels identified six genome-wide significant signals across five genes. Given the function of two of the genes identified, B4GALNT3 and CHST9, it is tempting to speculate that post-translational modification significantly contributes to genetic influences on α-Klotho levels, presumably by affecting protein turnover and stability.

Funder

Wellcome Trust

Medical Research Council

UK Medical Research Council Integrative Epidemiology Unit

British Heart Foundation and Diabetes UK

Publisher

Oxford University Press (OUP)

Subject

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

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