Abstract
Using adult identified bone mineral density (BMD) loci, we calculated genetic risk scores (GRS) to determine if they were associated with changes in BMD during childhood. Longitudinal data from the Bone Mineral Density in Childhood Study were analyzed (N = 798, 54% female, all European ancestry). Participants had up to 6 annual dual energy X-ray scans, from which areal BMD (aBMD) Z-scores for the spine, total hip, and femoral neck were estimated, as well as total body less head bone mineral content (TBLH-BMC) Z-scores. Sixty-three single-nucleotide polymorphisms (SNPs) were genotyped, and the percentage of BMD-lowering alleles carried was calculated (overall adult GRS). Subtype GRS that include SNPs associated with fracture risk, pediatric BMD, WNT signaling, RANK-RANKL-OPG, and mesenchymal stem cell differentiation were also calculated. Linear mixed effects models were used to test associations between each GRS and bone Z-scores, and if any association differed by sex and/or chronological age. The overall adult, fracture, and WNT signaling GRS were associated with lower Z-scores (eg, spine aBMD Z-score: βadult = -0.04, p = 3.4 × 10-7; βfracture = -0.02, p = 8.9 × 10-6; βWNT = -0.01, p = 3.9 × 10-4). The overall adult GRS was more strongly associated with lower Z-scores in females (p-interaction ≤ 0.05 for all sites). The fracture GRS was more strongly associated with lower Z-scores with increasing age (p-interaction ≤ 0.05 for all sites). The WNT GRS associations remained consistent for both sexes and all ages (p-interaction > 0.05 for all sites). The RANK-RANKL-OPG GRS was more strongly associated in females with increasing age (p-interaction <0.05 for all sites). The mesenchymal stem cell GRS was associated with lower total hip and femoral neck Z-scores, in both boys and girls, across all ages. No associations were observed between the pediatric GRS and bone Z-scores. In conclusion, adult identified BMD loci associated with BMD and BMC in the pediatric setting, especially in females and in loci involved in fracture risk and WNT signaling.
| Original language | English |
|---|---|
| Pages (from-to) | 789-795 |
| Number of pages | 7 |
| Journal | Journal of Bone and Mineral Research |
| Volume | 31 |
| Issue number | 4 |
| DOIs | |
| State | Published - Apr 1 2016 |
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All Science Journal Classification (ASJC) codes
- Orthopedics and Sports Medicine
- Endocrinology, Diabetes and Metabolism
Cite this
Genetic Risk Scores Implicated in Adult Bone Fragility Associate with Pediatric Bone Density. / Mitchell, Jonathan A.; Chesi, Alessandra; Elci, Okan; McCormack, Shana E.; Roy, Sani M.; Kalkwarf, Heidi J.; Lappe, Joan M.; Gilsanz, Vicente; Oberfield, Sharon E.; Shepherd, John A.; Kelly, Andrea; Grant, Struan F A; Zemel, Babette S.
In: Journal of Bone and Mineral Research, Vol. 31, No. 4, 01.04.2016, p. 789-795.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Genetic Risk Scores Implicated in Adult Bone Fragility Associate with Pediatric Bone Density
AU - Mitchell, Jonathan A.
AU - Chesi, Alessandra
AU - Elci, Okan
AU - McCormack, Shana E.
AU - Roy, Sani M.
AU - Kalkwarf, Heidi J.
AU - Lappe, Joan M.
AU - Gilsanz, Vicente
AU - Oberfield, Sharon E.
AU - Shepherd, John A.
AU - Kelly, Andrea
AU - Grant, Struan F A
AU - Zemel, Babette S.
PY - 2016/4/1
Y1 - 2016/4/1
N2 - Using adult identified bone mineral density (BMD) loci, we calculated genetic risk scores (GRS) to determine if they were associated with changes in BMD during childhood. Longitudinal data from the Bone Mineral Density in Childhood Study were analyzed (N = 798, 54% female, all European ancestry). Participants had up to 6 annual dual energy X-ray scans, from which areal BMD (aBMD) Z-scores for the spine, total hip, and femoral neck were estimated, as well as total body less head bone mineral content (TBLH-BMC) Z-scores. Sixty-three single-nucleotide polymorphisms (SNPs) were genotyped, and the percentage of BMD-lowering alleles carried was calculated (overall adult GRS). Subtype GRS that include SNPs associated with fracture risk, pediatric BMD, WNT signaling, RANK-RANKL-OPG, and mesenchymal stem cell differentiation were also calculated. Linear mixed effects models were used to test associations between each GRS and bone Z-scores, and if any association differed by sex and/or chronological age. The overall adult, fracture, and WNT signaling GRS were associated with lower Z-scores (eg, spine aBMD Z-score: βadult = -0.04, p = 3.4 × 10-7; βfracture = -0.02, p = 8.9 × 10-6; βWNT = -0.01, p = 3.9 × 10-4). The overall adult GRS was more strongly associated with lower Z-scores in females (p-interaction ≤ 0.05 for all sites). The fracture GRS was more strongly associated with lower Z-scores with increasing age (p-interaction ≤ 0.05 for all sites). The WNT GRS associations remained consistent for both sexes and all ages (p-interaction > 0.05 for all sites). The RANK-RANKL-OPG GRS was more strongly associated in females with increasing age (p-interaction <0.05 for all sites). The mesenchymal stem cell GRS was associated with lower total hip and femoral neck Z-scores, in both boys and girls, across all ages. No associations were observed between the pediatric GRS and bone Z-scores. In conclusion, adult identified BMD loci associated with BMD and BMC in the pediatric setting, especially in females and in loci involved in fracture risk and WNT signaling.
AB - Using adult identified bone mineral density (BMD) loci, we calculated genetic risk scores (GRS) to determine if they were associated with changes in BMD during childhood. Longitudinal data from the Bone Mineral Density in Childhood Study were analyzed (N = 798, 54% female, all European ancestry). Participants had up to 6 annual dual energy X-ray scans, from which areal BMD (aBMD) Z-scores for the spine, total hip, and femoral neck were estimated, as well as total body less head bone mineral content (TBLH-BMC) Z-scores. Sixty-three single-nucleotide polymorphisms (SNPs) were genotyped, and the percentage of BMD-lowering alleles carried was calculated (overall adult GRS). Subtype GRS that include SNPs associated with fracture risk, pediatric BMD, WNT signaling, RANK-RANKL-OPG, and mesenchymal stem cell differentiation were also calculated. Linear mixed effects models were used to test associations between each GRS and bone Z-scores, and if any association differed by sex and/or chronological age. The overall adult, fracture, and WNT signaling GRS were associated with lower Z-scores (eg, spine aBMD Z-score: βadult = -0.04, p = 3.4 × 10-7; βfracture = -0.02, p = 8.9 × 10-6; βWNT = -0.01, p = 3.9 × 10-4). The overall adult GRS was more strongly associated with lower Z-scores in females (p-interaction ≤ 0.05 for all sites). The fracture GRS was more strongly associated with lower Z-scores with increasing age (p-interaction ≤ 0.05 for all sites). The WNT GRS associations remained consistent for both sexes and all ages (p-interaction > 0.05 for all sites). The RANK-RANKL-OPG GRS was more strongly associated in females with increasing age (p-interaction <0.05 for all sites). The mesenchymal stem cell GRS was associated with lower total hip and femoral neck Z-scores, in both boys and girls, across all ages. No associations were observed between the pediatric GRS and bone Z-scores. In conclusion, adult identified BMD loci associated with BMD and BMC in the pediatric setting, especially in females and in loci involved in fracture risk and WNT signaling.
UR - http://www.scopus.com/inward/record.url?scp=84949998264&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84949998264&partnerID=8YFLogxK
U2 - 10.1002/jbmr.2744
DO - 10.1002/jbmr.2744
M3 - Article
C2 - 26572781
AN - SCOPUS:84949998264
VL - 31
SP - 789
EP - 795
JO - Journal of Bone and Mineral Research
JF - Journal of Bone and Mineral Research
SN - 0884-0431
IS - 4
ER -