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


Journal

Human molecular genetics
ISSN: 1460-2083
Titre abrégé: Hum Mol Genet
Pays: England
ID NLM: 9208958

Informations de publication

Date de publication:
03 03 2022
Historique:
received: 26 03 2021
revised: 08 08 2021
accepted: 01 09 2021
pubmed: 21 9 2021
medline: 28 4 2022
entrez: 20 9 2021
Statut: ppublish

Résumé

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.

Identifiants

pubmed: 34542150
pii: 6372546
doi: 10.1093/hmg/ddab263
pmc: PMC8895756
doi:

Substances chimiques

Phosphates 0
Fibroblast Growth Factors 62031-54-3
Glucuronidase EC 3.2.1.31
Klotho Proteins EC 3.2.1.31

Types de publication

Journal Article Meta-Analysis Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

792-802

Subventions

Organisme : Medical Research Council
ID : MC_UU_00011/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_PC_15018
Pays : United Kingdom
Organisme : NIDDK NIH HHS
ID : P30 DK079328
Pays : United States
Organisme : Medical Research Council
ID : G9815508
Pays : United Kingdom
Organisme : Wellcome Trust
Pays : United Kingdom
Organisme : UK Medical Research Council Integrative Epidemiology Unit
ID : MC_UU_00011/1
Organisme : Wellcome Trust
ID : WT092830M
Pays : United Kingdom
Organisme : Medical Research Council
ID : G1001357
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_PC_19009
Pays : United Kingdom
Organisme : Wellcome Trust
ID : WT088806
Pays : United Kingdom
Organisme : Wellcome Trust
ID : WT102215/2/13/2
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 102215/2/13/2
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_UU_00011/4
Pays : United Kingdom
Organisme : British Heart Foundation
Pays : United Kingdom

Informations de copyright

© The Author(s) 2021. Published by Oxford University Press.

Références

Brief Bioinform. 2013 Mar;14(2):144-61
pubmed: 22908213
Nat Genet. 2012 Jul 22;44(8):955-9
pubmed: 22820512
Int J Epidemiol. 2013 Feb;42(1):111-27
pubmed: 22507743
BMC Nephrol. 2018 Oct 22;19(1):285
pubmed: 30348110
Aging (Albany NY). 2020 Jan 27;12(2):1952-1964
pubmed: 31986490
Clin Kidney J. 2019 Jul 16;13(2):235-244
pubmed: 32297879
Nat Methods. 2013 Jan;10(1):5-6
pubmed: 23269371
Biomed Res Int. 2018 Aug 12;2018:9481475
pubmed: 30159331
N Engl J Med. 2020 Oct 15;383(16):1522-1534
pubmed: 32558485
Sci Adv. 2016 Jun 17;2(6):e1501678
pubmed: 27386562
Front Med. 2019 Oct;13(5):511-530
pubmed: 31495905
Nat Genet. 2020 Oct;52(10):1122-1131
pubmed: 32895551
Annu Rev Genomics Hum Genet. 2015;16:327-50
pubmed: 25939054
Int J Epidemiol. 2003 Feb;32(1):1-22
pubmed: 12689998
Int J Epidemiol. 2017 Dec 1;46(6):1985-1998
pubmed: 29040600
Nat Genet. 2015 Mar;47(3):291-5
pubmed: 25642630
Nat Genet. 2015 Nov;47(11):1236-41
pubmed: 26414676
Gastroenterology. 2010 Apr;138(4):1384-94, 1394.e1-2
pubmed: 20004202
Nat Genet. 2012 Mar 18;44(4):369-75, S1-3
pubmed: 22426310
Int J Epidemiol. 2019 Jun 1;48(3):713-727
pubmed: 30535378
PLoS Genet. 2014 May 15;10(5):e1004383
pubmed: 24830394
Nat Rev Nephrol. 2019 Jan;15(1):27-44
pubmed: 30455427
Gigascience. 2018 Aug 1;7(8):
pubmed: 30165448
Nucleic Acids Res. 2018 Jan 4;46(D1):D794-D801
pubmed: 29126249
PLoS Genet. 2009 Jun;5(6):e1000529
pubmed: 19543373
Front Endocrinol (Lausanne). 2018 May 04;9:207
pubmed: 29780355
Proc Natl Acad Sci U S A. 1992 Jan 1;89(1):334-8
pubmed: 1729704
Int J Epidemiol. 2015 Apr;44(2):512-25
pubmed: 26050253
Nature. 2017 Oct 11;550(7675):204-213
pubmed: 29022597
Diabetes. 2011 Jul;60(7):1907-16
pubmed: 21593200
Int J Epidemiol. 2013 Feb;42(1):97-110
pubmed: 22507742
Genome Res. 2012 Sep;22(9):1790-7
pubmed: 22955989
PLoS One. 2013 Dec 30;8(12):e83713
pubmed: 24386260
J Biol Chem. 2003 Nov 28;278(48):47534-44
pubmed: 12966086
Hum Mol Genet. 2014 Sep 15;23(R1):R89-98
pubmed: 25064373
PLoS Med. 2020 Mar 23;17(3):e1003062
pubmed: 32203549
Proc Natl Acad Sci U S A. 1998 Mar 3;95(5):2089-93
pubmed: 9482843
Cell. 1991 Dec 20;67(6):1103-10
pubmed: 1662117
Cell Mol Life Sci. 2000 May;57(5):738-46
pubmed: 10892340
J Biol Chem. 2020 Mar 6;295(10):3115-3133
pubmed: 32005658
Proc Natl Acad Sci U S A. 2007 Dec 11;104(50):19796-801
pubmed: 18056631
Bioinformatics. 2010 Sep 1;26(17):2190-1
pubmed: 20616382
Pharmacogenomics. 2001 Feb;2(1 Suppl 1):S1-73
pubmed: 11258203
Bioinformatics. 2017 Jan 15;33(2):272-279
pubmed: 27663502
Elife. 2017 Dec 05;6:
pubmed: 29205154
Front Endocrinol (Lausanne). 2017 Nov 17;8:323
pubmed: 29250031
Mech Ageing Dev. 2019 Mar;178:33-40
pubmed: 30633899
J Biol Chem. 2001 May 18;276(20):17052-7
pubmed: 11279168
J Am Soc Nephrol. 2011 Jul;22(7):1315-25
pubmed: 21719790
J Bone Miner Res. 2019 Oct;34(10):1824-1836
pubmed: 31170332
Int J Epidemiol. 2016 Dec 1;45(6):1961-1974
pubmed: 27616674
Proc Natl Acad Sci U S A. 1997 Oct 14;94(21):11256-61
pubmed: 9326596
Am J Hum Genet. 2007 Sep;81(3):559-75
pubmed: 17701901
Nat Struct Biol. 2002 Sep;9(9):685-90
pubmed: 12198488
Biochem Biophys Res Commun. 2010 Jul 30;398(3):513-8
pubmed: 20599764
J Clin Endocrinol Metab. 2006 Oct;91(10):4037-42
pubmed: 16868048
Transgenic Res. 1998 Mar;7(2):105-12
pubmed: 9608738
Bioinformatics. 2010 Mar 15;26(6):841-2
pubmed: 20110278
Science. 2006 Dec 1;314(5804):1461-3
pubmed: 17068223
J Biol Chem. 2012 Aug 17;287(34):29204-12
pubmed: 22722940
Nephrol Dial Transplant. 2015 Feb;30(2):223-33
pubmed: 25324355

Auteurs

Ingrid Gergei (I)

Vth Department of Medicine (Nephrology, Hypertensiology, Rheumatology, Endocrinology, Diabetology), University Medical Center, Medical Faculty Mannheim, University of Heidelberg, Mannheim 69117, Germany.
Therapeutic Area Cardiovascular Medicine, Boehringer Ingelheim International GmbH, Ingelheim 06877, Germany.

Jie Zheng (J)

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

Till F M Andlauer (TFM)

Max Planck Institute of Psychiatry, Munich 80804, Germany.
Department of Neurology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich 80333, Germany.

Vincent Brandenburg (V)

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

Nazanin Mirza-Schreiber (N)

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

Bertram Müller-Myhsok (B)

Max Planck Institute of Psychiatry, Munich 80804, Germany.
Munich Cluster for Systems Neurology (SyNergy), Munich 2145, Germany.
Institute of Translational Medicine, University of Liverpool, Liverpool 11341, UK.

Bernhard K Krämer (BK)

Vth Department of Medicine (Nephrology, Hypertensiology, Rheumatology, Endocrinology, Diabetology), University Medical Center, Medical Faculty Mannheim, University of Heidelberg, Mannheim 69117, Germany.
European Center for Angioscience ECAS, Medical Faculty Mannheim, University of Heidelberg, Mannheim 69117, Germany.
Center for Preventive Medicine and Digital Health Baden-Württemberg (CPDBW), Medical Faculty Mannheim, Heidelberg University, Mannheim 69117, Germany.

Daniel Richard (D)

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

Louise Falk (L)

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

Sofia Movérare-Skrtic (S)

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

Claes Ohlsson (C)

Department of Internal Medicine and Clinical Nutrition, University of Gothenburg, Sahlgrenska Osteoporosis Centre, CBAR, Institute of Medicine, Gothenburg 41296, Sweden.
Department of Drug Treatment, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg 7163, Sweden.

George Davey Smith (G)

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

Winfried März (W)

Vth Department of Medicine (Nephrology, Hypertensiology, Rheumatology, Endocrinology, Diabetology), University Medical Center, Medical Faculty Mannheim, University of Heidelberg, Mannheim 69117, Germany.
SYNLAB Academy, SYNLAB Holding Deutschland GmbH, Mannheim 24496, Germany.
Clinical Institute of Medical and Chemical Laboratory Diagnostics, Medical University of Graz, Graz 8010, Austria.

Jakob Voelkl (J)

Institute for Physiology and Pathophysiology, Johannes Kepler University Linz, Linz 4040, Austria.
Department of Nephrology and Medical Intensive Care, Charité-Universitätsmedizin Berlin, Berlin 10117, Germany.
DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin 10623, Germany.

Jonathan H Tobias (JH)

MRC Integrative Epidemiology Unit (IEU), Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, UK.
Musculoskeletal Research Unit, Translational Health, Learning and Research Building, Level 1 , Southmead Hospital, Bristol BS10 5NB, UK.

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