Journal of Bone and Mineral ResearchGeneticsPeer-reviewed journal article
Mendelian Randomization analysis reveals a causal influence of circulating sclerostin levels on bone mineral density and fractures
Jie ZhengiD, Winfried Maerz, Ingrid GergeiiD, Marcus Edi KleberiD, Christiane DrechsleriD, Christoph WanneriD, Vincent Mathias Brandenburg, Sjur ReppeiD, Kaare Morten GautvikiD, Carolina Medina‐GómeziD, Enisa ShevrojaiD, Arthur GillyiD, Young‐Chan ParkiD, George V. DedoussisiD, Eleftheria ZegginiiD, Mattias LorentzoniD, Petra HenningiD, Ulf H. LerneriD, Karin H Nilsson, Sofia Movérare‐SkrticiD, Denis A. BairdiD, Benjamin ElsworthiD, Louise Falk, Alix Groom, Terence Dante CapelliniiD, , Jonathan H. TobiasiD
- Citations
- 32
- FWCI
- 3.98
- Field percentile
- top 7%
Abstract
In bone, sclerostin is mainly osteocyte-derived and plays an important local role in adaptive responses to mechanical loading. Whether circulating levels of sclerostin also play a functional role is currently unclear, which we aimed to examine by two sample Mendelian Randomisation (MR). A genetic instrument for circulating sclerostin, derived from a genome wide association study (GWAS) meta-analysis of serum sclerostin in 10,584 European-descent individuals, was examined in relation to femoral neck bone mineral density (BMD; n= 32,744) in GEFOS, and estimated BMD by heel ultrasound (eBMD; n=426,824), and fracture risk (n=426,795), in UK Biobank. Our GWAS identified two novel serum sclerostin loci, B4GALNT3 (standard deviation (SD)) change in sclerostin per A allele ({beta}=0.20, P=4.6x10-49), and GALNT1 ({beta}=0.11 per G allele, P=4.4x10-11). B4GALNT3 is an N-acetyl-galactosaminyltransferase, adding a terminal LacdiNAc disaccharide to target glycocoproteins, found to be predominantly expressed in kidney, whereas GALNT1 is an enzyme causing mucin-type O-linked glycosylation. Using these two SNPs as genetic instruments, MR revealed an inverse causal relationship between serum sclerostin and femoral neck BMD ({beta}= -0.12, 95%CI= -0.20 to -0.05) and eBMD ({beta}= -0.12, 95%CI= -0.14 to -0.10), and a positive relationship with fracture risk ({beta}= 0.11, 95%CI= 0.01 to 0.21). Colocalization analysis demonstrated common genetic signals within the B4GALNT3 locus for higher sclerostin, lower eBMD, and greater B4GALNT3 expression in arterial tissue (Probability>99%). Our findings suggest that higher sclerostin levels are causally related to lower BMD and greater fracture risk. Hence, strategies for reducing circulating sclerostin, for example by targeting glycosylation enzymes as suggested by our GWAS results, may prove valuable in treating osteoporosis.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Lowering of circulating sclerostin may increase risk of atherosclerosis and its risk factors: evidence from a genome-wide association meta-analysis followed by Mendelian randomization
Jie Zheng, Eleanor Wheeler, … Jonathan H. Tobias·Arthritis & RheumatologyPeer-reviewed·Apr 25, 2023
- A novel and efficient machine learning Mendelian randomization estimator applied to predict the safety and efficacy of sclerostin inhibition
Marc‐André Legault, Jason Hartford, … Joëlle Pineau·The American Journal of Human GeneticsPeer-reviewed·May 15, 2025
- Genome-Wide Association Study of Estradiol Levels, and the Causal Effect of Estradiol on Bone Mineral Density
Daniel Schmitz, Weronica E. Ek, … Åsa Johansson·The Journal of Clinical Endocrinology & MetabolismPeer-reviewed·Jul 13, 2021
- Impact of serum calcium levels on local and total body bone mineral density: A Mendelian randomization study and an age stratum analysis
Jingyi Sun, Haihua Zhang, … Guiyou Liu·bioRxiv·Aug 16, 2019
- Using multivariable Mendelian randomization to estimate the causal effect of bone mineral density on osteoarthritis risk, independent of body mass index
April E. Hartley, Eleanor C. M. Sanderson, … Jonathan H. Tobias·International Journal of EpidemiologyPeer-reviewed·Nov 15, 2021
- Proteome-wide Mendelian randomization implicates TIMP2 as a putative causal protein for bone mineral density and fracture risk
Chen‐Yang Su, Maya Akerman, … Satoshi Yoshiji·medRxiv·Mar 16, 2026