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February 25, 2026PLoS ONE0 citationsOpen Access

Investigating traditional and novel predictors of a single versus multiple fragility fractures in a large observational cohort

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HAHamzah AminLancaster City CouncilMKMuhammed Aqib KhanUniversity Hospitals of Morecambe Bay NHS Foundation TrustMBMarwan BukhariRoyal Lancaster Infirmary

Key Points

  • The aim is to identify predictors that differentiate between single and multiple fragility fractures.
  • Analyzed data from 43,801 patients referred for DXA scans.
  • Evaluated lumbar spine and femoral scans for bone density assessment.
  • Used a generalized additive model to compare risk factors for fracture types.
  • 32.4% had a single fragility fracture and 8.5% had multiple fractures.
  • Female gender showed lower odds of multiple fractures (OR 0.88).
  • Increased odds linked to family history of fractures, secondary osteoporosis, rheumatoid arthritis, glucocorticoid therapy, and smoking.
  • Falls risk and alcohol consumption significantly increased odds for multiple fractures (OR 7.62).
  • Left femoral T-score and body fat percentage displayed significant non-linear effects.

Abstract

Background Osteoporosis is a systemic skeletal disease characterised by reduced bone mass and a distortion of bone microarchitecture. It is clinically problematic as it leads to fragility fractures which confers excess morbidity and mortality on patients. Up to 32% of individuals will experience recurrent fragility fractures within two years of an initial fracture, yet existing risk models focus on the risk of having a single fragility fracture at a time. We aim to identify predictors of multiple fragility fractures to help improve risk stratification. Methods 43,801 patients referred for their first DXA scan in the northwest of England between June 2004 and February 2024 were analysed. Participants underwent lumbar spine and femoral scans to assess bone density and regional body composition. A generalized additive model reporting odds ratios was used to compare risk factors for a single versus multiple fragility fractures. Results Of the referred population, 14,212 (32.4%) had a single fragility fracture and 3,731 (8.5%) had multiple. Female gender was associated with lower odds of multiple fractures (OR 0.88, 95% CI: 0.79–0.99), while increased odds were linked to family history of fractures (OR 1.22, 95% CI: 1.11, 1.35), secondary osteoporosis (OR 1.15, 95% CI: 1.05, 1.26), rheumatoid arthritis (OR = 1.29, 95% CI: 1.08, 1.53), glucocorticoid therapy (OR = 1.18, 95% CI: 1.00, 1.39), smoking (OR 1.27, 95% CI: 1.12, 1.45) and falls risk (OR 2.02, 95% CI: 1.54, 2.63). The combination of falls risk and alcohol consumption increased multiple fracture odds (OR 7.62, 95% CI: 2.77, 20.94). Left femoral T-score and body fat percentage showed significant non-linear effects (both p < 0.001). Conclusion Multiple fragility fractures were associated with many traditional risk factors. We also identified a novel link between falls risk and alcohol consumption, as well as the significant associations with body composition.

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Cite This Study

Amin et al. (2026) studied this question.

synapsesocial.com/papers/699e919cf5123be5ed04f356https://doi.org/10.1371/journal.pone.0343413
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