Evidence map›Paper›PMID 34542150›Full record

SynthesisHuman molecular genetics2022

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

Ingrid Gergei, Jie Zheng, Till F M Andlauer, Vincent Brandenburg, Nazanin Mirza-Schreiber, Bertram Müller-Myhsok, Bernhard K Krämer, Daniel Richard, Louise Falk, Sofia Movérare-Skrtic and 5 more

Open access · hybridAbstract readMeta-Analysis
In one paragraph

Synthesis in Human molecular genetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
1.9field-weighted citation impact, top 13% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.

  1. Pooled it
  2. Article
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  5. Review
  6. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors at 13 institutions in 5 countries.

Ingrid GergeiVth Department of Medicine (Nephrology, Hypertensiology, Rheumatology, Endocrinology, Diabetology), University Medical Center, Medical Faculty Mannheim, University of Heidelberg, Mannheim 69117, Germany.
Jie ZhengMRC Integrative Epidemiology Unit (IEU), Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, UK.ORCID 0000-0002-6623-6839
Till F M AndlauerMax Planck Institute of Psychiatry, Munich 80804, Germany.
Vincent BrandenburgDepartment of Cardiology and Nephrology, Rhein-Maas Klinikum Würselen, Würselen 52146, Germany.
Nazanin Mirza-SchreiberInstitute of Neurogenomics, Helmholtz Zentrum München, Neuherberg 85764, Germany.
Bertram Müller-MyhsokMax Planck Institute of Psychiatry, Munich 80804, Germany.
Bernhard K KrämerVth Department of Medicine (Nephrology, Hypertensiology, Rheumatology, Endocrinology, Diabetology), University Medical Center, Medical Faculty Mannheim, University of Heidelberg, Mannheim 69117, Germany.
Daniel RichardDepartment of Human Evolutionary Biology, Harvard University, Cambridge 02138, MA, USA.
Louise FalkMRC Integrative Epidemiology Unit (IEU), Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, UK.
Sofia Movérare-SkrticDepartment of Internal Medicine and Clinical Nutrition, University of Gothenburg, Sahlgrenska Osteoporosis Centre, CBAR, Institute of Medicine, Gothenburg 41296, Sweden.
Claes OhlssonDepartment of Internal Medicine and Clinical Nutrition, University of Gothenburg, Sahlgrenska Osteoporosis Centre, CBAR, Institute of Medicine, Gothenburg 41296, Sweden.
George Davey SmithMRC Integrative Epidemiology Unit (IEU), Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, UK.
Winfried MärzVth Department of Medicine (Nephrology, Hypertensiology, Rheumatology, Endocrinology, Diabetology), University Medical Center, Medical Faculty Mannheim, University of Heidelberg, Mannheim 69117, Germany.
Jakob VoelklInstitute for Physiology and Pathophysiology, Johannes Kepler University Linz, Linz 4040, Austria.
Jonathan H TobiasMRC Integrative Epidemiology Unit (IEU), Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, UK.
University of Bristol · GBBoehringer Ingelheim (Germany) · DEHarvard University · USHeidelberg University · DEHelmholtz Zentrum München · DEJohannes Kepler University of Linz · ATKlinikum Rheine · DEMedical University of Graz · ATSahlgrenska University Hospital · SESouthmead Hospital · GBTUM Klinikum · DEUniversity of Gothenburg · SEUniversity of Liverpool · GB

Funding

UT Southwestern O'Brien Kidney Research Core CenterP30DK079328 · NIDDK · UT SOUTHWESTERN MEDICAL CENTER · PI MOE, ORSON W · 2007 to 2021
$16.9M
British Heart FoundationMedical Research Council G1001357Medical Research Council G9815508Medical Research Council MC_PC_15018Medical Research Council MC_PC_19009Medical Research Council MC_UU_00011/1Medical Research Council MC_UU_00011/4NIDDK NIH HHS P30 DK079328UK Medical Research Council Integrative Epidemiology Unit MC_UU_00011/1Wellcome TrustWellcome Trust 102215/2/13/2Wellcome Trust WT088806Wellcome Trust WT092830MWellcome Trust WT102215/2/13/2
6 · The paper itself

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.

Indexed as

Genome-Wide Association StudyMendelian Randomization AnalysisFibroblast Growth FactorsGlucuronidaseKlotho ProteinsLongitudinal StudiesPhosphatesFibroblast Growth FactorsGlucuronidaseKlotho ProteinsPhosphates

Identifiers

PMID34542150
PMCPMC8895756
OpenAlexW3199797266

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.