Pathway-based genome-wide association analysis identified the importance of regulation-of-autophagy pathway for ultradistal radius BMD
Open Access
- 30 June 2010
- journal article
- research article
- Published by Oxford University Press (OUP) in Journal of Bone and Mineral Research
- Vol. 25 (7), 1572-1580
- https://doi.org/10.1002/jbmr.36
Abstract
Wrist fracture is not only one of the most common osteoporotic fractures but also a predictor of future fractures at other sites. Wrist bone mineral density (BMD) is an important determinant of wrist fracture risk, with high heritability. Specific genes underlying wrist BMD variation are largely unknown. Most published genome-wide association studies (GWASs) have focused only on a few top-ranking single-nucleotide polymorphisms (SNPs)/genes and considered each of the identified SNPs/genes independently. To identify biologic pathways important to wrist BMD variation, we used a novel pathway-based analysis approach in our GWAS of wrist ultradistal radius (UD) BMD, examining approximately 500,000 SNPs genome-wide from 984 unrelated whites. A total of 963 biologic pathways/gene sets were analyzed. We identified the regulation-of-autophagy (ROA) pathway that achieved the most significant result (p = .005, qfdr = 0.043, pfwer = 0.016) for association with UD BMD. The ROA pathway also showed significant association with arm BMD in the Framingham Heart Study sample containing 2187 subjects, which further confirmed our findings in the discovery cohort. Earlier studies indicated that during endochondral ossification, autophagy occurs prior to apoptosis of hypertrophic chondrocytes, and it also has been shown that some genes in the ROA pathway (e.g., INFG) may play important roles in osteoblastogenesis or osteoclastogenesis. Our study supports the potential role of the ROA pathway in human wrist BMD variation and osteoporosis. Further functional evaluation of this pathway to determine the mechanism by which it regulates wrist BMD should be pursued to provide new insights into the pathogenesis of wrist osteoporosis. © 2010 American Society for Bone and Mineral ResearchKeywords
This publication has 52 references indexed in Scilit:
- Multiple Genetic Loci for Bone Mineral Density and FracturesNew England Journal of Medicine, 2008
- Bone mineral density, osteoporosis, and osteoporotic fractures: a genome-wide association studyThe Lancet, 2008
- Autophagy fights disease through cellular self-digestionNature, 2008
- Regulation of chondrogenesis and chondrocyte differentiation by stressJournal of Clinical Investigation, 2008
- Pathway-Based Approaches for Analysis of Genomewide Association StudiesAmerican Journal of Human Genetics, 2007
- PLINK: A Tool Set for Whole-Genome Association and Population-Based Linkage AnalysesAmerican Journal of Human Genetics, 2007
- A Genomic Pathway Approach to a Complex Disease: Axon Guidance and Parkinson DiseasePLoS Genetics, 2007
- Genome-wide association with bone mass and geometry in the Framingham Heart StudyBMC Medical Genetics, 2007
- Principal components analysis corrects for stratification in genome-wide association studiesNature Genetics, 2006
- Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profilesProceedings of the National Academy of Sciences, 2005