Meta-Analysis of Genome-Wide Association Studies Identifies Three Loci Associated With Stiffness Index of the Calcaneus

J Bone Miner Res. 2019 Jul;34(7):1275-1283. doi: 10.1002/jbmr.3703. Epub 2019 Mar 19.

Abstract

The stiffness index (SI) from quantitative ultrasound measurements is a good indicator of BMD and may be used to predict the risk of osteoporotic fracture. We conducted a genomewide association study (GWAS) for SI using 7742 individuals from the Taiwan Biobank, followed by a replication study in a Korean population (n = 2955). Approximately 6.1 million SNPs were subjected to association analysis, and SI-associated variants were identified. We further conducted a meta-analysis of Taiwan Biobank significant SNPs with a Korean population-based cohort. Candidate genes were prioritized according to epigenetic annotations, gene ontology, protein-protein interaction, GWAS catalog, and expression quantitative trait loci analyses. Our results revealed seven significant single-nucleotide polymorphisms (SNPs) within three loci: 7q31.31, 17p13.3, and 11q14.2. Conditional analysis showed that three SNPs, rs2536195 (CPED1/WNT16), rs1231207 (SMG6), and rs4944661 (LOC10050636/TMEM135), were the most important signals within these regions. The associations for the three SNPs were confirmed in a UK Biobank estimated BMD GWAS; these three cytobands were replicated successfully after a meta-analysis with a Korean population cohort as well. However, two SNPs were not replicated. After prioritization, we identified two novel genes, RAB15 and FNTB, as strong candidates for association with SI. Our study identified three SI-associated SNPs and two novel SI-related genes. Overall, these results provide further insight into the genetic architecture of osteoporosis. Further studies in larger East Asian populations are needed. © 2019 American Society for Bone and Mineral Research.

Keywords: GENOME-WIDE ASSOCIATION STUDY; HEEL BONE MINERAL DENSITY; OSTEOPOROSIS; STIFFNESS INDEX; TAIWAN BIOBANK.

Publication types

  • Meta-Analysis
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Asian People / genetics
  • Biomechanical Phenomena / genetics
  • Calcaneus / physiology*
  • Ethnicity / genetics
  • Female
  • Genetic Loci*
  • Genome, Human
  • Genome-Wide Association Study*
  • Humans
  • Male
  • Mice, Knockout
  • Middle Aged
  • Molecular Sequence Annotation
  • Polymorphism, Single Nucleotide / genetics
  • Reproducibility of Results
  • Risk Factors