posted on 2019-09-23, 16:13authored byBH Mullin, K Zhu, SJ Brown, S Mullin, J Tickner, NJ Pavlos, F Dudbridge, J Xu, JP Walsh, SG Wilson
Paget's disease of bone (PDB) is characterised by focal abnormalities of bone remodelling, with increased osteoclastic resorption the primary feature of the disease. Genetic factors have been shown to play an important role in PDB, and genome-wide association studies (GWAS) have identified 7 genetic loci as associated with PDB at the genome-wide level. Expression quantitative trait locus (eQTL) studies using cell types that are directly relevant to the disease of interest are increasingly being used to identify putative effector genes for GWAS loci. We have recently constructed a unique osteoclast-specific eQTL resource using cells differentiated in vitro from 158 subjects for study of the genetics of bone disease. Considering the major role osteoclasts have in PDB, we used this resource to investigate potential genetic regulatory effects for the 7 PDB genome-wide significant loci on genes located within 500 kb of each locus. After correction for multiple testing, we observed statistically significant associations for rs4294134 with expression of the gene STMP1, and rs2458413 with expression of the genes DPYS and DCSTAMP. The eQTL associations observed for rs4294134 with STMP1, and rs2458413 with DCSTAMP were further supported by eQTL data from other tissue types. The product of the STMP1 gene has not been extensively studied, however the DCSTAMP gene has an established role in osteoclast differentiation and the associations seen between rs2458413 and PDB are likely mediated through regulatory effects on this gene. This study highlights the value of eQTL data in determining which genes are relevant to GWAS loci.
Funding
Tis study would not have been possible without the women who kindly participated and the staf involved
including bone density technologists, nursing and clerical staf. Tis work was supported by the Australian
National Health and Medical Research Council (NHMRC) (Project Grants 1048216, 1127156), the Sir Charles
Gairdner Osborne Park Health Care Group (SCGOPHCG) Research Advisory Committee (Grant 2016-
17/017) and the iVEC/Pawsey Supercomputing Centre (with funding from the Australian Government and the
Government of Western Australia; Project Grants: Pawsey0162 (S.G.W.), Director2025 (S.G.W.)). Te salary of
B.H.M. was supported by a Raine Medical Research Foundation Priming Grant.
History
Citation
Scientific Reports, 2019, 9, Article number: 1052
Author affiliation
/Organisation/COLLEGE OF LIFE SCIENCES/School of Medicine/Department of Health Sciences
Te osteoclast eQTL data described in this study relevant to the STMP1, DPYS and DCSTAMP genes are available
online at https://research-repository.uwa.edu.au/. Supplementary information accompanies this paper at https://doi.org/10.1038/s41598-018-37609-0