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GWAS Study

Multi-dimensional bone density phenotyping reveals new insights in to genetic regulation of the pediatric skeleton.

Mitchell JA, Chesi A, Cousminer DL et al.

29240982 PubMed ID
GWAS Study Type
1885 Participants
86 Views
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

MJ
Mitchell JA
CA
Chesi A
CD
Cousminer DL
MS
McCormack SE
KH
Kalkwarf HJ
LJ
Lappe JM
GV
Gilsanz V
OS
Oberfield SE
SJ
Shepherd JA
KA
Kelly A
ZB
Zemel BS
GS
Grant SF
Chapter II

Abstract

Summary of the research findings

Osteoporosis is a complex disease with developmental origins. It is therefore important to understand the genetic contribution to pediatric areal bone mineral density (aBMD). Individual skeletal site phenotyping has been primarily used to identify pediatric aBMD loci. However, this approach is limited because there is a degree of aBMD discordance across skeletal sites. We therefore applied a novel multidimensional phenotyping approach to further understand the genetic regulation of pediatric aBMD. Our sample comprised a prospective, longitudinal cohort of 1293 children of European ancestry (52% female; up to seven annual measurements). Principal components analysis was applied to dual-energy X-ray absorptiometry-derived aBMD Z-scores for total hip, femoral neck, spine, and distal radius to generate multidimensional aBMD phenotypes (ie, principal component scores). We tested the association between a genetic score (percentage of bone lowering alleles at 63 loci) and each principal component. We also performed a genomewide association study (GWAS) using the multiethnic baseline data (n = 1885) to identify novel loci associated with these principal components. The first component (PC1) reflected a concordant phenotypic model of the skeleton (eg, higher loading score = higher BMD across all sites). In contrast, PC2 was discordant for distal radius versus spine and hip aBMD, and PC3 was discordant for spine versus distal radius and hip aBMD. The genetic score was associated with PC1 (beta = -0.05, p = 3.9 × 10-10 ), but was not associated with discordant PC2 or PC3. Our GWAS discovered variation near CPED1 that associated with PC2 (rs67991850, p = 2.5 × 10-11 ) and near RAB11FIP5 (rs58649746, p = 4.8 × 10-9 ) that associated with PC3. In conclusion, an established bone fragility genetic summary score was associated with a concordant skeletal phenotype, but not discordant skeletal phenotypes. Novel associations were observed for the discordant multidimensional skeletal phenotypes that provide new biological insights into the developing skeleton. © 2017 American Society for Bone and Mineral Research.

470 European ancestry females, 463 European ancestry males, 256 African and Asian ancestry females, 210 African and Asian ancestry males

Chapter III

Study Statistics

Key metrics and study information

1885
Total Participants
GWAS
Study Type
Yes
Replicated
238 European ancestry females, 246 European ancestry males
Replication Participants
European, African unspecified, Asian unspecified
Ancestry
U.S.
Recruitment Country
Chapter IV

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