medRxivGenetic & Genomic MedicinePreprint
Genome Wide Association Metanalysis Of Skull Bone Mineral Density Identifies Loci Relevant For Osteoporosis And Craniosynostosis
Carolina Medina‐GómeziD, Benjamin H. MulliniD, Alessandra ChesiiD, Vid PrijateljiD, John P. KempiD, Chen Shochat-Carvalho, Katerina TrajanoskaiD, Carol A. WangiD, Raimo Joro, Tavia E. EvansiD, Katharina E. Schraut, Ruifang Li‐GaoiD, Tarunveer S. AhluwaliaiD, M. Carola ZillikensiD, Kun ZhuiD, Dennis Owen Mook-KanamoriiD, Daniel S. EvansiD, Maria NethanderiD, Maria J. KnoliD, Guðmar ÞorleifssoniD, Ivana ProkiciD, Babette S. ZemeliD, Linda BroeriD, Natasja M. van SchooriD, Sjur ReppeiD, , Fernando RivadeneiraiD
Abstract
Skull bone mineral density (SK-BMD) provides a suitable trait for the discovery of genes important to bone biology in general, and particularly for identifying components unique to intramembranous ossification, which cannot be captured at other skeletal sites. We assessed genetic determinants of SK-BMD in 43,800 individuals, identifying 59 genome-wide significant loci (4 novel), explaining 12.5% of its variance. Pathway and enrichment analyses of the association signals resulted in clustering within gene-sets involved in regulating the development of the skeleton; overexpressed in the musculoskeletal system; and enriched in enhancer and transcribed regions in osteoblasts. From the four novel loci (mapping to ZIC1, PRKAR1A, ATP6V1C1, GLRX3), two (ZIC1 and PRKAR1A) have previously been related to craniofacial developmental defects. Functional validation of skull development in zebrafish revealed abnormal cranial bone initiation that culminated in ectopic sutures and reduced BMD in mutated zic1 and atp6v1c1 fish and asymmetric bone growth and elevated BMD in mutated prkar1a fish. We confirmed a role of ZIC1 loss-of-function in suture patterning and discovered ATP6V1C1 gene associated with suture development. In light of the evidence presented suggesting that SK-BMD is genetically related to craniofacial abnormalities, our study opens new avenues to the understanding of the pathophysiology of craniofacial defects and towards the effective pharmacological treatment of bone diseases.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 6
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
- Joint Multi-Ancestry and Admixed GWAS Reveals the Complex Genetics behind Human Cranial Vault Shape
Seppe Goovaerts, Hanne Hoskens, … Peter D. Claes·Nature CommunicationsPeer-reviewed·Nov 16, 2023
- GWAS-informed data integration and non-coding CRISPRi screen illuminate genetic etiology of bone mineral density
Mitchell Conery, James A. Pippin, … Struan F.A. Grant·Genome biologyPeer-reviewed·Oct 3, 2025
- Identification of conserved skeletal enhancers associated with craniosynostosis risk genes
Xuan Anita He, Anna Berenson, … Shannon Fisher·Human Molecular GeneticsPeer-reviewed·Oct 26, 2023
- An Atlas of Human and Murine Genetic Influences on Osteoporosis
John A. Morris, John P. Kemp, … John Brent Richards·Nature GeneticsPeer-reviewed·Dec 17, 2018
- Genetic Analysis of Osteoblast Activity Identifies Zbtb40 as a Regulator of Osteoblast Activity and Bone Mass
Madison L. Doolittle, Gina M. Calabrese, … Charles R. Farber·PLoS GeneticsPeer-reviewed·Jun 4, 2020
- Genome-wide Screen of Otosclerosis in Population Biobanks: 18 Loci and Shared Heritability with Skeletal Structure
Joel T Rämö, Tuomo Kiiskinen, … Aarno V. Palotie·medRxiv·Nov 15, 2020