Osteoporosis & bone health

Adjusting FRAX Estimates of Fracture Probability Based on a Positive Vertebral Fracture Assessment

JAMA Netw OpenPublished Prognostic study

Authors' conclusion

Results of this prognostic study suggest that FRAX underestimated fracture risk in patients with VFA-identified fractures.

Study context

Population
Individuals who underwent a DXA Vertebral Fracture Assessment (VFA) between March 31, 2010, and March 31, 2018, in the Manitoba Bone Mineral Density Registry
Participants
11,766 individuals
Comparison
FRAX-predicted fracture probability with vs without VFA results, compared with observed 10-year probability
  • Developmentn = 7,854
  • Validationn = 3,912
Outcome
Calibration of FRAX: observed 10-year MOF and hip fracture probability vs FRAX-predicted probability with and without VFA results, and recalibrated FRAX from derived multipliers
Follow-up
10 years
Methodological detailsregistry-based, development and validation cohorts (random allocation), Mean (SD) observation time 3.8 (2.3) years; longest 7.5 years
  • Registry-based
  • Development and validation cohorts (random allocation)
  • Mean (SD) observation time 3.8 (2.3) years; longest 7.5 years

Performance

As reported in the abstract

No prior clinical fracture, positive VFA: 10-year MOF probability and recalibration multipliers
FRAX-predicted major osteoporotic fracture (MOF) probability without VFA information
16.3% (95% CI, 15.7%-16.8%)
FRAX-predicted MOF probability with VFA information
23.4% (95% CI, 22.7%-24.1%)
Observed 10-year probability (MOF)
26.9% (95% CI, 26.0%-27.8%)
Observed 10-year probability (hip fracture)
11.2% (95% CI, 10.3%-12.1%)
Recalibration multiplier, MOF
1.15 (95% CI, 0.87-1.43)
Recalibration multiplier, hip fracture
1.31 (95% CI, 0.75-1.87)

Further findings

Prior clinical fracture, positive VFA: 10-year MOF and hip fracture probability and recalibration multipliers

FRAX-predicted MOF probability
25.0% (95% CI, 24.2%-25.7%)
FRAX-predicted hip fracture probability
9.3% (95% CI, 8.7%-10.0%)
Observed MOF probability
38.1% (95% CI, 37.0%-39.1%)
Observed hip fracture probability
16.4% (95% CI, 15.4%-17.4%)
Recalibration multiplier, MOF
1.53 (95% CI, 1.10-1.96)
Recalibration multiplier, hip fracture
1.76 (95% CI, 1.17-2.35)

Calibration with derived multipliers in validation cohort

Good calibration confirmed
>0.90

Original publication

Adjusting FRAX Estimates of Fracture Probability Based on a Positive Vertebral Fracture Assessment. JAMA Netw Open. Published 1 August 2023. doi:10.1001/jamanetworkopen.2023.29253

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