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Published in: Archives of Osteoporosis 1/2022

01-12-2022 | Bisphosphonate | Original Article

Fracture risk in Asian-Canadian women is significantly over-estimated by the Canadian Association of Radiologists-Osteoporosis Canada risk prediction tool: retrospective cohort study

Authors: Gregory A. Kline, Lisa M. Lix, Suzanne N. Morin, William D. Leslie

Published in: Archives of Osteoporosis | Issue 1/2022

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Abstract

Summary

Fracture risk calculators may not be accurate for all ethnicity groups. The Manitoba bone density registry was used to test the Canadian CAROC tool for predicting fracture risk in Asian-Canadian women. The tool significantly over-estimated fracture risk, suggesting that it may not be ideal for Asian-Canadian patients.

Purpose

Health risk prediction tools based on largely White populations may lead to treatment inequity when applied to non-White populations where outcome rates differ. We examined the calibration of the Canadian Association of Radiologists-Osteoporosis Canada (CAROC) fracture risk prediction tool in self-identified Asian-Canadian women.

Methods

Retrospective cohort study of women over age 50 using the Manitoba BMD Registry. At first BMD, the intake questionnaire collected self-identification of ethnicity and fracture risk factors. 10-year fracture risk was estimated using CAROC and categorized into low, medium, or high fracture risk. Linked administrative databases identified incident osteoporotic fractures. Observed fracture rates were compared between White and Asian-Canadians and compared to the original CAROC risk stratification.

Results

There were 63,632 and 1703 women who self-identified as White-Canadian or Asian-Canadian, respectively, covering approximately 600,000 patient-years follow-up. There were 6588 incident fractures; a similar percentage of patients were assigned to each risk stratum at baseline by CAROC. A progressive rise in 10-year observed fracture rates occurred for each CAROC stratum in the White-Canadian population but much lower fracture rates than predicted in Asian-Canadian patients (p < 0.001). Fracture incidence rate ratios were 1.9–2.6 fold higher in White- vs Asian-Canadian patients for all strata (p < 0.001). In the CAROC moderate and high-risk categories, observed fracture rates in Asian-Canadian patients were typically lower than predicted, indicating poor model calibration.

Conclusion

In Asian-Canadian women, observed osteoporosis fracture rates are lower than predicted when using the CAROC tool. Over-estimation of fracture risk may influence shared decision-making discussions.
Literature
1.
go back to reference Papaioannou A, Morin S, Cheung AM, Atkinson S, Brown JP, Feldman S et al (2010) 2010 clinical practice guidelines for the diagnosis and management of osteoporosis in Canada: Summary. CMAJ 182(17):1864–1873CrossRefPubMedPubMedCentral Papaioannou A, Morin S, Cheung AM, Atkinson S, Brown JP, Feldman S et al (2010) 2010 clinical practice guidelines for the diagnosis and management of osteoporosis in Canada: Summary. CMAJ 182(17):1864–1873CrossRefPubMedPubMedCentral
2.
go back to reference Camacho PM, Petak SM, Binkley N, Diab DL, Eldeiry LS, Farooki A et al (2020) American association of clinical endocrinologists/American college of endocrinology clinical practice guidelines for the diagnosis and treatment of postmenopausal osteoporosis-2020 update. Endocr Pract 26(Suppl 1):1–46CrossRefPubMed Camacho PM, Petak SM, Binkley N, Diab DL, Eldeiry LS, Farooki A et al (2020) American association of clinical endocrinologists/American college of endocrinology clinical practice guidelines for the diagnosis and treatment of postmenopausal osteoporosis-2020 update. Endocr Pract 26(Suppl 1):1–46CrossRefPubMed
3.
go back to reference Kanis JA, McCloskey EV, Johansson H, Cooper C, Rizzoli R, Reginster JY (2013) European guidance for the diagnosis and management of osteoporosis in postmenopausal women. Osteoporos Int 24(1):23–57CrossRefPubMed Kanis JA, McCloskey EV, Johansson H, Cooper C, Rizzoli R, Reginster JY (2013) European guidance for the diagnosis and management of osteoporosis in postmenopausal women. Osteoporos Int 24(1):23–57CrossRefPubMed
4.
go back to reference Leslie WD, Lix LM, Langsetmo L, Berger C, Goltzman D, Hanley DA et al (2010) Construction of a FRAX® model for the assessment of fracture probability in Canada and implications for treatment. Osteoporos Int [cited 2021 Oct 22];22(3):817–27. Available from: https://doi.org/10.1007/s00198-010-1464-2 Leslie WD, Lix LM, Langsetmo L, Berger C, Goltzman D, Hanley DA et al (2010) Construction of a FRAX® model for the assessment of fracture probability in Canada and implications for treatment. Osteoporos Int [cited 2021 Oct 22];22(3):817–27. Available from: https://​doi.​org/​10.​1007/​s00198-010-1464-2
5.
go back to reference Leslie WD, Berger C, Langsetmo L, Lix LM, Adachi JD, Hanley DA et al (2010) Construction and validation of a simplified fracture risk assessment tool for Canadian women and men: results from the CaMos and Manitoba cohorts. Osteoporos Int [cited 2021 Oct 22];22(6):1873–83. Available from: https://doi.org/10.1007/s00198-010-1445-5 Leslie WD, Berger C, Langsetmo L, Lix LM, Adachi JD, Hanley DA et al (2010) Construction and validation of a simplified fracture risk assessment tool for Canadian women and men: results from the CaMos and Manitoba cohorts. Osteoporos Int [cited 2021 Oct 22];22(6):1873–83. Available from: https://​doi.​org/​10.​1007/​s00198-010-1445-5
6.
go back to reference Morin SN, Berger C, Liu W, Prior JC, Cheung AM, Hanley DA, Boyd SK, Wong AK, Papaioannou A, Rahme E, Goltzman D (2020) Differences in fracture prevalence and in bone mineral density between Chinese and White Canadians: the Canadian Multicentre Osteoporosis Study (CaMos). Arch Osteoporos 15(1):1–4 Morin SN, Berger C, Liu W, Prior JC, Cheung AM, Hanley DA, Boyd SK, Wong AK, Papaioannou A, Rahme E, Goltzman D (2020) Differences in fracture prevalence and in bone mineral density between Chinese and White Canadians: the Canadian Multicentre Osteoporosis Study (CaMos). Arch Osteoporos 15(1):1–4
7.
go back to reference Reid HW, Selvan B, Batch BC, Lee RH (2021) The break in FRAX: equity concerns in estimating fracture risk in racial and ethnic minorities. J Am Geriatr Soc 69(9):2692–2695CrossRefPubMedPubMedCentral Reid HW, Selvan B, Batch BC, Lee RH (2021) The break in FRAX: equity concerns in estimating fracture risk in racial and ethnic minorities. J Am Geriatr Soc 69(9):2692–2695CrossRefPubMedPubMedCentral
8.
go back to reference Ioannidis JPA, Powe NR, Yancy C (2021) Recalibrating the use of race in medical research. JAMA 325(7):623–4 Ioannidis JPA, Powe NR, Yancy C (2021) Recalibrating the use of race in medical research. JAMA 325(7):623–4
11.
go back to reference Lau EMC, Lee JK, Suriwongpaisal P, Saw SM, Das De S, Khir A et al (2001) The incidence of hip fracture in four Asian countries: the Asian osteoporosis study (AOS). Osteoporos Int [cited 2021 Oct 22];12(3):239–43. Available from: https://doi.org/10.1007/s001980170135 Lau EMC, Lee JK, Suriwongpaisal P, Saw SM, Das De S, Khir A et al (2001) The incidence of hip fracture in four Asian countries: the Asian osteoporosis study (AOS). Osteoporos Int [cited 2021 Oct 22];12(3):239–43. Available from: https://​doi.​org/​10.​1007/​s001980170135
13.
go back to reference Kanis JA, Cooper C, Dawson-Hughes B, Harvey NC, Johansson H, Lorentzon M et al (2020) FRAX and ethnicity. Osteoporos Int 31:2063–7 Kanis JA, Cooper C, Dawson-Hughes B, Harvey NC, Johansson H, Lorentzon M et al (2020) FRAX and ethnicity. Osteoporos Int 31:2063–7
14.
go back to reference Leslie WD, Morin SN, Lix LM, McCloskey EV, Johansson H, Harvey NC et al (2021) Fracture prediction from FRAX for Canadian ethnic groups: a registry-based cohort study. Osteoporos Int 32(1):113–122CrossRefPubMed Leslie WD, Morin SN, Lix LM, McCloskey EV, Johansson H, Harvey NC et al (2021) Fracture prediction from FRAX for Canadian ethnic groups: a registry-based cohort study. Osteoporos Int 32(1):113–122CrossRefPubMed
15.
go back to reference Siminoski K, Leslie WD, Frame H, Hodsman A, Josse RG, Bs MB et al (2005) CAR clinical practice guidelines / recommendations for bone mineral density reporting in Canada. Jacr 56:178–188 Siminoski K, Leslie WD, Frame H, Hodsman A, Josse RG, Bs MB et al (2005) CAR clinical practice guidelines / recommendations for bone mineral density reporting in Canada. Jacr 56:178–188
17.
go back to reference Leslie WD, Majumdar SR, Morin SN, Lix LM (2015) Why does rate of bone density loss not predict fracture risk? J Clin Endocrinol Metab 100(2):679–683CrossRefPubMed Leslie WD, Majumdar SR, Morin SN, Lix LM (2015) Why does rate of bone density loss not predict fracture risk? J Clin Endocrinol Metab 100(2):679–683CrossRefPubMed
18.
go back to reference Leslie WD, Morin SN, Lix LM, Binkley N (2020) Comparison of treatment strategies and thresholds for optimizing fracture prevention in Canada: a simulation analysis. Arch Osteoporos 15(1):4CrossRef Leslie WD, Morin SN, Lix LM, Binkley N (2020) Comparison of treatment strategies and thresholds for optimizing fracture prevention in Canada: a simulation analysis. Arch Osteoporos 15(1):4CrossRef
19.
go back to reference Leslie WD, Caetano PA, MacWilliam LR, Finlayson GS (2005) Construction and validation of a population-based bone densitometry database. J Clin Densitom 8(1):25–30CrossRefPubMed Leslie WD, Caetano PA, MacWilliam LR, Finlayson GS (2005) Construction and validation of a population-based bone densitometry database. J Clin Densitom 8(1):25–30CrossRefPubMed
20.
go back to reference StatsCan. Census Profile, 2016 Census [Manitoba] StatsCan. Census Profile, 2016 Census [Manitoba]
21.
go back to reference Conley R, Adib G, Adler RA, Åkesson K, Alexander I, Amenta K et al (2020) Secondary fracture prevention: consensus clinical recommendations from a multistakeholder coalition. J Bone Miner Res 35(1):36–52 Conley R, Adib G, Adler RA, Åkesson K, Alexander I, Amenta K et al (2020) Secondary fracture prevention: consensus clinical recommendations from a multistakeholder coalition. J Bone Miner Res 35(1):36–52
22.
go back to reference Lix LM, Azimaee M, Osman BA, Caetano P, Morin S, Metge C, Goltzman D, Kreiger N, Prior J, Leslie WD (2012) Osteoporosis-related fracture case definitions for population-based administrative data. BMC Public Health 12(1):1–0 Lix LM, Azimaee M, Osman BA, Caetano P, Morin S, Metge C, Goltzman D, Kreiger N, Prior J, Leslie WD (2012) Osteoporosis-related fracture case definitions for population-based administrative data. BMC Public Health 12(1):1–0
23.
go back to reference Leslie WD, Epp R, Morin SN, Lix LM (2021) Assessment of site-specific X-ray procedure codes for fracture ascertainment: a registry-based cohort study. Arch Osteoporos 16(1):1–6 Leslie WD, Epp R, Morin SN, Lix LM (2021) Assessment of site-specific X-ray procedure codes for fracture ascertainment: a registry-based cohort study. Arch Osteoporos 16(1):1–6
24.
go back to reference Leslie WD, Lix LM, Wu X (2013) Competing mortality and fracture risk assessment. Osteoporos Int 24(2):681–688CrossRefPubMed Leslie WD, Lix LM, Wu X (2013) Competing mortality and fracture risk assessment. Osteoporos Int 24(2):681–688CrossRefPubMed
25.
go back to reference Barrett-Connor E, Siris ES, Wehren LE, Miller PD, Abbott TA, Berger ML et al (2005) Osteoporosis and fracture risk in women of different ethnic groups. J Bone Miner Res [cited 2021 Oct 22];20(2):185–94. Available from: https://doi.org/10.1359/JBMR.041007 Barrett-Connor E, Siris ES, Wehren LE, Miller PD, Abbott TA, Berger ML et al (2005) Osteoporosis and fracture risk in women of different ethnic groups. J Bone Miner Res [cited 2021 Oct 22];20(2):185–94. Available from: https://​doi.​org/​10.​1359/​JBMR.​041007
26.
go back to reference Walker MD, Babbar R, Opotowsky a R, Rohira a, Nabizadeh F, Badia M Della et al (2006) A referent bone mineral density database for Chinese American women. Osteoporos Int 17(6):878–87 Walker MD, Babbar R, Opotowsky a R, Rohira a, Nabizadeh F, Badia M Della et al (2006) A referent bone mineral density database for Chinese American women. Osteoporos Int 17(6):878–87
27.
go back to reference Vyas DA, Jones DS, Meadows AR, Diouf K, Nour NM, Schantz-Dunn J (2019) Challenging the use of race in the vaginal birth after cesarean section calculator. Womens Health Issues 29(3):201–4 Vyas DA, Jones DS, Meadows AR, Diouf K, Nour NM, Schantz-Dunn J (2019) Challenging the use of race in the vaginal birth after cesarean section calculator. Womens Health Issues 29(3):201–4
28.
go back to reference Liu CS, Feasel AL, Kline GA, Billington EO (2021) Pharmacotherapy decisions among postmenopausal women attending a group medical consultation or a one-on-one specialist consultation at an osteoporosis center: an observational cohort study. Osteoporos Int 32(7):1421–1427 Liu CS, Feasel AL, Kline GA, Billington EO (2021) Pharmacotherapy decisions among postmenopausal women attending a group medical consultation or a one-on-one specialist consultation at an osteoporosis center: an observational cohort study. Osteoporos Int 32(7):1421–1427
29.
go back to reference Ding LL, Wen F, Wang H, Wang DH, Liu Q, Mo YX et al (2020) Osteoporosis drugs for prevention of clinical fracture in white postmenopausal women: a network meta-analysis of survival data. Osteoporos Int 31(5):961–971CrossRefPubMed Ding LL, Wen F, Wang H, Wang DH, Liu Q, Mo YX et al (2020) Osteoporosis drugs for prevention of clinical fracture in white postmenopausal women: a network meta-analysis of survival data. Osteoporos Int 31(5):961–971CrossRefPubMed
31.
go back to reference Billington EO, Feasel AL, Kline GA (2020) At Odds About the odds: women’s choices to accept osteoporosis medications do not closely agree with physician-set treatment thresholds. J Gen Intern Med 35(1):276–282CrossRefPubMed Billington EO, Feasel AL, Kline GA (2020) At Odds About the odds: women’s choices to accept osteoporosis medications do not closely agree with physician-set treatment thresholds. J Gen Intern Med 35(1):276–282CrossRefPubMed
32.
go back to reference Nguyen HH, Lakhani A, Shore-Lorenti C, Zebaze R, Vincent AJ, Milat F et al (2020) Asian ethnicity is associated with atypical femur fractures in an Australian population study. Bone 1(135):115319CrossRef Nguyen HH, Lakhani A, Shore-Lorenti C, Zebaze R, Vincent AJ, Milat F et al (2020) Asian ethnicity is associated with atypical femur fractures in an Australian population study. Bone 1(135):115319CrossRef
33.
go back to reference Barrett-Connor E, Siris ES, Wehren LE, Miller PD, Abbott TA, Berger ML et al (2005) Osteoporosis and fracture risk in women of different ethnic groups. J Bone Miner Res [cited 2021 Nov 22];20(2):185–94. Available from: https://doi.org/10.1359/JBMR.041007 Barrett-Connor E, Siris ES, Wehren LE, Miller PD, Abbott TA, Berger ML et al (2005) Osteoporosis and fracture risk in women of different ethnic groups. J Bone Miner Res [cited 2021 Nov 22];20(2):185–94. Available from: https://​doi.​org/​10.​1359/​JBMR.​041007
34.
go back to reference Nam HS, Kweon SS, Choi JS, Zmuda JM, Leung PC, Lui LY et al (2013) Racial/ethnic differences in bone mineral density among older women. J Bone Miner Metab 31(2):190–198CrossRefPubMed Nam HS, Kweon SS, Choi JS, Zmuda JM, Leung PC, Lui LY et al (2013) Racial/ethnic differences in bone mineral density among older women. J Bone Miner Metab 31(2):190–198CrossRefPubMed
35.
go back to reference Greendale GA, Young JT, Huang MH, Bucur A, Wang Y, Seeman T (2003) Hip axis length in mid-life Japanese and Caucasian U.S. residents: no evidence for an ethnic difference. Osteoporos Int [cited 2021 Nov 22];14(4):320–5. Available from: https://doi.org/10.1007/s00198-002-1367-y Greendale GA, Young JT, Huang MH, Bucur A, Wang Y, Seeman T (2003) Hip axis length in mid-life Japanese and Caucasian U.S. residents: no evidence for an ethnic difference. Osteoporos Int [cited 2021 Nov 22];14(4):320–5. Available from: https://​doi.​org/​10.​1007/​s00198-002-1367-y
36.
go back to reference Ishii S, Greendale GA, Cauley JA, Crandall CJ, Huang MH, Danielson ME et al (2012) Fracture risk assessment without race/ethnicity information. J Clin Endocrinol Metab 97(10):3593–602 Ishii S, Greendale GA, Cauley JA, Crandall CJ, Huang MH, Danielson ME et al (2012) Fracture risk assessment without race/ethnicity information. J Clin Endocrinol Metab 97(10):3593–602
37.
38.
go back to reference Chen IJ, Chiang CYF, Li YH, Chang CH, Hu CC, Chen DW et al (2014) Nationwide cohort study of hip fractures: time trends in the incidence rates and projections up to 2035. Osteoporos Int [cited 2021 Nov 22];26(2):681–8. Available from: https://doi.org/10.1007/s00198-014-2930-z Chen IJ, Chiang CYF, Li YH, Chang CH, Hu CC, Chen DW et al (2014) Nationwide cohort study of hip fractures: time trends in the incidence rates and projections up to 2035. Osteoporos Int [cited 2021 Nov 22];26(2):681–8. Available from: https://​doi.​org/​10.​1007/​s00198-014-2930-z
39.
go back to reference Leslie WD, O’Donnell S, Jean S, Lagacé C, Walsh P, Bancej C et al (2009) Trends in hip fracture rates in Canada. JAMA 302(8):883–9 Leslie WD, O’Donnell S, Jean S, Lagacé C, Walsh P, Bancej C et al (2009) Trends in hip fracture rates in Canada. JAMA 302(8):883–9
42.
go back to reference Emaus N, Olsen LR, Ahmed LA, Balteskard L, Jacobsen BK, Magnus T et al (2011) Hip fractures in a city in Northern Norway over 15 years: time trends, seasonal variation and mortality the harstad injury prevention study. Osteoporos Int [cited 2021 Nov 22];22(10):2603–10. Available from: https://doi.org/10.1007/s00198-010-1485-x Emaus N, Olsen LR, Ahmed LA, Balteskard L, Jacobsen BK, Magnus T et al (2011) Hip fractures in a city in Northern Norway over 15 years: time trends, seasonal variation and mortality the harstad injury prevention study. Osteoporos Int [cited 2021 Nov 22];22(10):2603–10. Available from: https://​doi.​org/​10.​1007/​s00198-010-1485-x
45.
go back to reference Beaudoin C, Moore L, Gagné M, Bessette L, Ste-Marie LG, Brown JP et al (2019) Performance of predictive tools to identify individuals at risk of non-traumatic fracture: a systematic review, meta-analysis, and meta-regression. Osteoporos Int 30(4):721–740CrossRefPubMed Beaudoin C, Moore L, Gagné M, Bessette L, Ste-Marie LG, Brown JP et al (2019) Performance of predictive tools to identify individuals at risk of non-traumatic fracture: a systematic review, meta-analysis, and meta-regression. Osteoporos Int 30(4):721–740CrossRefPubMed
46.
go back to reference Amiche MA, Abtahi S, Driessen JHM, Vestergaard P, de Vries F, Cadarette SM et al (2018) Impact of cumulative exposure to high-dose oral glucocorticoids on fracture risk in Denmark: a population-based case-control study. Arch Osteoporos [cited 2021 Oct 22];13(1):1–10. Available from: https://doi.org/10.1007/s11657-018-0424-x Amiche MA, Abtahi S, Driessen JHM, Vestergaard P, de Vries F, Cadarette SM et al (2018) Impact of cumulative exposure to high-dose oral glucocorticoids on fracture risk in Denmark: a population-based case-control study. Arch Osteoporos [cited 2021 Oct 22];13(1):1–10. Available from: https://​doi.​org/​10.​1007/​s11657-018-0424-x
47.
go back to reference Rotondi NK, Beaton DE, Elliot-Gibson V, Sujic R, Josse RG, Sale JEM et al (2016) Comparison of CAROC and FRAX in fragility fracture patients: agreement, clinical utility, and implications for clinical practice. J Rheumatol 43(8):1593–9 Rotondi NK, Beaton DE, Elliot-Gibson V, Sujic R, Josse RG, Sale JEM et al (2016) Comparison of CAROC and FRAX in fragility fracture patients: agreement, clinical utility, and implications for clinical practice. J Rheumatol 43(8):1593–9
48.
go back to reference Harvey NC, Odén A, Orwoll E, Lapidus J, Kwok T, Karlsson MK et al (2018) Falls predict fractures independently of FRAX probability: a meta-analysis of the osteoporotic fractures in men (MrOS) study. J Bone Miner Res [cited 2021 Oct 22];33(3):510–6. Available from: https://doi.org/10.1002/jbmr.3331 Harvey NC, Odén A, Orwoll E, Lapidus J, Kwok T, Karlsson MK et al (2018) Falls predict fractures independently of FRAX probability: a meta-analysis of the osteoporotic fractures in men (MrOS) study. J Bone Miner Res [cited 2021 Oct 22];33(3):510–6. Available from: https://​doi.​org/​10.​1002/​jbmr.​3331
49.
go back to reference Majumdar SR, Leslie WD, Lix LM, Morin SN, Johansson H, Oden A et al (2016) Longer duration of diabetes strongly impacts fracture risk assessment: the Manitoba BMD cohort. J Clin Endocrinol Metab [cited 2016 Dec 7];101(11):4489–96. Available from: https://doi.org/10.1210/jc.2016-2569 Majumdar SR, Leslie WD, Lix LM, Morin SN, Johansson H, Oden A et al (2016) Longer duration of diabetes strongly impacts fracture risk assessment: the Manitoba BMD cohort. J Clin Endocrinol Metab [cited 2016 Dec 7];101(11):4489–96. Available from: https://​doi.​org/​10.​1210/​jc.​2016-2569
50.
go back to reference Borrell LN, Elhawary JR, Fuentes-Afflick E, Witonsky J, Bhakta N, Wu AHB et al (2021) Race and genetic ancestry in medicine — a time for reckoning with racism. N Engl J Med [cited 2022 May 10];384(5):474–80. Available from: https://doi.org/10.1056/NEJMms2029562 Borrell LN, Elhawary JR, Fuentes-Afflick E, Witonsky J, Bhakta N, Wu AHB et al (2021) Race and genetic ancestry in medicine — a time for reckoning with racism. N Engl J Med [cited 2022 May 10];384(5):474–80. Available from: https://​doi.​org/​10.​1056/​NEJMms2029562
Metadata
Title
Fracture risk in Asian-Canadian women is significantly over-estimated by the Canadian Association of Radiologists-Osteoporosis Canada risk prediction tool: retrospective cohort study
Authors
Gregory A. Kline
Lisa M. Lix
Suzanne N. Morin
William D. Leslie
Publication date
01-12-2022
Publisher
Springer London
Published in
Archives of Osteoporosis / Issue 1/2022
Print ISSN: 1862-3522
Electronic ISSN: 1862-3514
DOI
https://doi.org/10.1007/s11657-022-01173-y

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