Performance of U.S.-FRAX by race and ethnicity for short-term hip and major osteoporotic fracture prediction in U.S. women with rheumatoid arthritis

Women with rheumatoid arthritis (RA) face elevated fracture risk, yet performance of the U.S.-FRAX™ across racial and ethnic groups in RA remains understudied. In this retrospective cohort study, we examined 14,533 women aged ≥65 years with RA from the U.S. national Rheumatology Informatics System for Effectiveness registry, linked to Medicare claims (2016-2018), to assess the performance of race- and ethnicity-adapted U.S.-FRAX calculators without BMD for predicting short-term (2-year) hip and major osteoporotic fracture (MOF) risk across racial and ethnic groups. Most participants were White (86.5%), with smaller proportions of Black or African American (7.8%), Hispanic or Latina (4.7%), and Asian (1.1%) women. Overall fracture incidence was high (15.3 per 1,000 person-years for hip fracture; 55.8 for MOF), with variability by race and ethnicity. Hip fracture incidence (per 1,000 person-years) was lowest among Asian (6.5) and Black or African American (7.0) women and highest among Hispanic or Latina (16.3) and White (16.2) women. MOF incidence (per 1,000 person-years) was lowest in Black or African American (26.0) and highest in White (58.7) women. Discrimination of U.S.-FRAX for short-term fractures was modest, with overall cross-validated AUCs of 0.71 (95% confidence interval (CI): 0.69-0.73) for hip fracture and 0.66 (95% CI: 0.65-0.68) for MOF. No significant differences in AUCs were found between Black or African American, Hispanic or Latina, and White women with RA. Short observation period for fractures precluded formal calibration testing, but our data suggests U.S.-FRAX without BMD may underestimate MOF risk, particularly among Black or African and Hispanic or Latina women with RA. Performance in Asian women was not reported due to low fracture rates. The modest discrimination and insufficient calibration data in all racial and ethnic RA groups studied underscore the need for larger studies in diverse RA populations. Ultimately, RA-specific fracture risk assessment tools may be needed.

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Publication Details

Journal
Journal of Bone and Mineral Research
Published
2026-02-17
DOI
https://doi.org/10.1093/jbmr/zjag033
Primary Topic
Rheumatoid Arthritis Research and Therapies
Type
article
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article

Performance of U.S.-FRAX by race and ethnicity for short-term hip and major osteoporotic fracture prediction in U.S. women with rheumatoid arthritis

Luigi Carbone, Emma Kersey, Gabriela Schmajuk, Angel Paul et al.
Journal of Bone and Mineral Research
Rheumatoid Arthritis Research and Therapies
article

Performance of U.S.-FRAX by race and ethnicity for short-term hip and major osteoporotic fracture prediction in U.S. women with rheumatoid arthritis

Luigi Carbone, Emma Kersey, Gabriela Schmajuk, Angel Paul, Jing Li, Rachel E Elam, William D Leslie
article en

Abstract

Women with rheumatoid arthritis (RA) face elevated fracture risk, yet performance of the U.S.-FRAX™ across racial and ethnic groups in RA remains understudied. In this retrospective cohort study, we examined 14,533 women aged ≥65 years with RA from the U.S. national Rheumatology Informatics System for Effectiveness registry, linked to Medicare claims (2016-2018), to assess the performance of race- and ethnicity-adapted U.S.-FRAX calculators without BMD for predicting short-term (2-year) hip and major osteoporotic fracture (MOF) risk across racial and ethnic groups. Most participants were White (86.5%), with smaller proportions of Black or African American (7.8%), Hispanic or Latina (4.7%), and Asian (1.1%) women. Overall fracture incidence was high (15.3 per 1,000 person-years for hip fracture; 55.8 for MOF), with variability by race and ethnicity. Hip fracture incidence (per 1,000 person-years) was lowest among Asian (6.5) and Black or African American (7.0) women and highest among Hispanic or Latina (16.3) and White (16.2) women. MOF incidence (per 1,000 person-years) was lowest in Black or African American (26.0) and highest in White (58.7) women. Discrimination of U.S.-FRAX for short-term fractures was modest, with overall cross-validated AUCs of 0.71 (95% confidence interval (CI): 0.69-0.73) for hip fracture and 0.66 (95% CI: 0.65-0.68) for MOF. No significant differences in AUCs were found between Black or African American, Hispanic or Latina, and White women with RA. Short observation period for fractures precluded formal calibration testing, but our data suggests U.S.-FRAX without BMD may underestimate MOF risk, particularly among Black or African and Hispanic or Latina women with RA. Performance in Asian women was not reported due to low fracture rates. The modest discrimination and insufficient calibration data in all racial and ethnic RA groups studied underscore the need for larger studies in diverse RA populations. Ultimately, RA-specific fracture risk assessment tools may be needed.

Journal of Bone and Mineral Research
University of California, San Francisco (US), Augusta University (US), Edward Hines, Jr. VA Hospital (US), San Francisco VA Health Care System (US), University of Manitoba (CA)
Gender equality
Openalex Percentile: Top 54%
Rheumatoid Arthritis Research and Therapies
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