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Updated: Jan 27, 2026

Genetic Variant Detection in the CALR gene using High Resolution Melting Analysis
Published on: August 26, 2020
Meta-Analysis of Genomewide Association Studies Reveals Genetic Variants for Hip Bone Geometry.
Yi-Hsiang Hsu1,2,3, Karol Estrada3,4,5, Evangelos Evangelou6
1Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA.
This study identified genetic variants linked to hip geometry, a key factor in fracture risk. These findings offer insights into bone fragility and potential therapeutic targets.
Area of Science:
- Genetics
- Orthopedics
- Bone Biology
Background:
- Hip geometry is a significant predictor of fracture risk.
- Understanding the genetic basis of hip geometry can elucidate bone fragility mechanisms.
Purpose of the Study:
- To identify genetic variants associated with proximal femur geometry phenotypes through a genome-wide association study (GWAS) meta-analysis.
- To explore the overlap of these genetic associations with height, bone mineral density (BMD), and fracture risk.
Main Methods:
- Performed a fixed-effect meta-analysis of GWAS data from 10 adult cohort studies (up to 18,719 individuals).
- Analyzed four hip geometry phenotypes: femoral neck length, neck-shaft angle, femoral neck width, and femoral neck section modulus.
- Conducted in silico replication analyses and investigated expression quantitative trait loci (eQTLs) using bone transcriptome data.
Main Results:
- Identified genome-wide significant associations at 5p15 (IRX1, ADAMTS16), 5q35 (near FGFR4), 12p11 (CCDC91), and 11q13 (near LRP5, PPP6R3).
- Observed overlap between hip geometry signals and BMD associations, notably with LRP5.
- Found a significant association between a chromosome 11 SNP (rs7102273) and any-type fracture, and identified significant eQTLs for PPP6R3 and PDLIM7.
Conclusions:
- Several genes are associated with hip geometry measures, explaining 12-22% of heritability.
- These findings highlight genetic pathways relevant to bone mineral density and the etiology of bone fragility.
- The identified genetic loci provide potential targets for understanding and treating bone-related disorders.
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