Skip to main content

Advertisement

Log in

Assessing the risk of osteoporotic fractures: the Ecuadorian FRAX model

  • Original Article
  • Published:
Archives of Osteoporosis Aims and scope Submit manuscript

    We’re sorry, something doesn't seem to be working properly.

    Please try refreshing the page. If that doesn't work, please contact support so we can address the problem.

Abstract

Summary

The FRAX tool incorporates data on the incidence of fractures and mortality in each country. The epidemiology of fractures changes over time, this makes it necessary to update the specific FRAX model of each population. It is shown that there are differences between old and new FRAX models in older individuals.

Purpose

A new FRAX® model for Ecuador was released online in April 2019. This paper describes the data used to build the revised model, its characteristics, and how intervention and assessment thresholds were constructed.

Methods

The national rates of hip fracture incidence standardized by age and sex from the age of 40 years for 2016 were used to synthesize a FRAX model for Ecuador. For other major fractures, Ecuadorian incidence rates were calculated using ratios obtained in Malmö, Sweden, for other major osteoporotic fractures. The new FRAX model was compared with the previous model released in 2012. Assessment and intervention thresholds were based on age-specific probabilities of a major osteoporotic fracture equivalent to women with a previous fracture.

Results

Fracture incidence rates increase with age. The probability of hip or major fractures at 10 years increased in patients with a clinical risk factor, lower BMI, female sex, a higher age, and a lower BMD T-score. Compared to the previous model, the new FRAX model gave similar 10-year fracture probabilities in men and women age less than70 years but substantially higher above this age. Notwithstanding, there were very close correlations in fracture probabilities between the two models (> 0.99) so that the revision had little impact on the rank order of risk.

Conclusions

The FRAX tool provides a country-specific fracture prediction model for Ecuador. This update of the model is based on the original FRAX methodology, which has been validated externally in several independent cohorts. The FRAX model is an evolving tool that is being continuously refined, as the databases of each country are updated with more epidemiological information.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  1. Harvey N, Dennison E, Cooper C (2010) Osteoporosis: impact on health and economics. Nat Rev Rheumatol 6:99–105

    Article  Google Scholar 

  2. Kanis JA, Johnell O, Oden A, Johansson H, McCloskey EV (2008) FRAXTM and the assessment of fracture probability in men and women from the UK. Osteoporos Int 19:385–397

    Article  CAS  Google Scholar 

  3. Kanis JA, Harvey NC, Johansson H, Odén A, Leslie WD, McCloskey EV (2015) FRAX and fracture prediction without bone mineral density. Climacteric 18(Suppl 2):2–9

    Article  Google Scholar 

  4. Kanis JA, Johnell O, De Laet C, Jonsson B, Oden A, Ogelsby AK (2002) International variations in hip fracture probabilities: implications for risk assessment. J Bone Miner Res 17:1237–1244

    Article  Google Scholar 

  5. Kanis JA, Odén A, McCloskey EV, Johansson H, Wahl DA, Cooper C (2012) A systematic review of hip fracture incidence and probability of fracture worldwide. Osteoporos Int 23:2239–2256

    Article  CAS  Google Scholar 

  6. Elffors I, Allander E, Kanis JA, Gullberg B, Johnell O, Dequeker J, Dilzen G, Gennari C, Lopez-Vaz AA, Lyritis G, Mazzuoli GF, Miravet L, Passeri M, Perez Cano R, Rapado A, Ribot C (1994) The variable incidence of hip fracture in southern Europe: the MEDOS Study. Osteoporos Int 4:253–263

    Article  CAS  Google Scholar 

  7. Kanis JA, World Health Organization Scientific Group (2008) Assessment of osteoporosis at the primary health-care level. Technical report. WHO Collaborating Centre, University of Sheffield, UK http://www.shef.ac.uk/FRAX

    Google Scholar 

  8. Zerbini CAF, Albergaria BH (2018) The Brazilian FRAX model: an introduction. Rev Assoc Med Bras (1992) 64(6):481–483

    Article  Google Scholar 

  9. Orces CH (2009) Epidemiology of hip fractures in Ecuador. Pan Am J Public Health 25(5):438–442

    Article  Google Scholar 

  10. Orces CH (2011) Trends in hip fracture rates in Ecuador and projections for the future. Rev Panam Salud Publica 29(1):27–31

    PubMed  Google Scholar 

  11. López Gavilanez E, Chedraui P, Guerrero Franco K, Marriott Blum D, Palacio Riofrio J, Segale Bajaña A (2018) Osteoporotic hip fractures in older adults in Ecuador 2016. Rev Osteoporos Metab Miner 10(2):63–70

    Google Scholar 

  12. Orces CH, Gavilanez EL (2017) Increasing hip fracture rates among older adults in Ecuador: analysis of the National Hospital Discharge System, 1999–2016. Arch Osteoporos 12(1):109

    Article  Google Scholar 

  13. Clark P, Denova-Gutiérrez E, Zerbini C, Sanchez A, Messina O, Jaller JJ, Campusano C, Orces CH, Riera G, Johansson H, Kanis JA (2018) FRAX-based intervention and assessment thresholds in seven Latin American countries. Osteoporos Int 29:707–715

    Article  CAS  Google Scholar 

  14. Estimaciones y proyecciones de población total, urbana y rural, y económicamente activa. America latina. Ecuador. Revision 2016. available in http://www.cepal.org/es/temas/proyecciones-demograficas/estimaciones-proyecciones-poblacion-total-urbana-rural-economicamente-activa. accessed January 20, 2019

  15. Camas y Egresos Hospitalarios. Available from: http://www.ecuadorencifras.gob.ec/camas-y-egresos-hospitalarios Accessed January 20, 2019

  16. Kanis JA, Johnell O, Oden A et al (2000) Long-term risk of osteoporotic fracture in Malmö. Osteoporos Int 11:669–674

    Article  CAS  Google Scholar 

  17. Jaller-Raad JJ, Jaller-Char JJ, Lechuga-Ortiz JA, Navarro-Lechuga E, Johansson H, Kanis JA (2013) Incidence of hip fracture in Barranquilla, Colombia, and the development of a Colombian FRAX model. Calcif Tissue Int 93(1):15–22

    Article  CAS  Google Scholar 

  18. Zerbini CA, Szejnfeld VL, Abergaria BH, McCloskey EV, Johansson H, Kanis JA (2015) Incidence of hip fracture in Brazil and the development of a FRAX model. Arch Osteoporos 10:224

    Article  CAS  Google Scholar 

  19. Kanis JA, Hans D, Cooper C, Baim S, Bilezikian JP et al (2011 Sep) Interpretation and use of FRAX in clinical practice. Osteoporos Int 22(9):2395–2411

    Article  CAS  Google Scholar 

  20. Kanis JA, Johnell O, Oden A, Dawson A, De Laet C, Jonsson B (2001) Ten year probabilities of osteoporotic fractures according to BMD and diagnostic thresholds. Osteoporos Int 12(12):989–995

    Article  CAS  Google Scholar 

  21. Lam A, Leslie WD, Lix LM, Yogendran M, Morin SN, Majumdar SR (2014) Major osteoporotic to hip fracture ratios in Canadian men and women with Swedish comparisons: a population-based analysis. J Bone Miner Res 29:1067–1073

    Article  Google Scholar 

  22. Siggeirsdottir K, Aspelund T, Johansson H, Gudmundsson EF, Mogensen B, Jonsson BY et al (2014) The incidence of a first major osteoporotic fracture in Iceland and implications for FRAX. Osteoporos Int 25:2445–2451

    Article  CAS  Google Scholar 

  23. United Nations (2015) World Population Prospects 2015. Available at https://esa.un.org/unpd/wpp/ Accessed Jan 17, 2017

  24. Lesnyak O, Sahakyan S, Zakroyeva A, Bilezikian JP, Hutchings N, Galstyan R, Lebedev A, Johansson H, Harvey NC, McCloskey E, Kanis JA (2017) Epidemiology of fractures in Armenia: development of a country-specific FRAX model and comparison to its surrogate. Arch Osteoporos 12(1):98

    Article  CAS  Google Scholar 

  25. Kanis JA, Johansson H, Oden A, Dawson-Hughes B, Melton LJ 3rd, McCloskey EV (2010) The effects of a FRAX® revision for the USA. Osteoporos Int 21:35–40

    Article  CAS  Google Scholar 

  26. Kanis JA, McCloskey EV, Johansson H, Strom O, Borgstrom F, Oden A (2008) Case finding for the management of osteoporosis with FRAX-assessment and intervention thresholds for the UK. Osteoporos Int 19:1395–1408

    Article  CAS  Google Scholar 

  27. Compston J, Cooper A, Cooper C, Francis R, Kanis JA, Marsh D, McCloskey EV, Reid DM, Selby P, Wilkins M, National Osteoporosis Guideline Group (NOGG) (2009) Guidelines for the diagnosis and management of osteoporosis in postmenopausal women and men from the age of 50 years in the UK. Maturitas 62:105–108

    Article  CAS  Google Scholar 

  28. Kanis JA, Cooper C, Rizzoli R, Reginster J-Y, Scientific Advisory Board of the European Society for Clinical and Economic Aspects of Osteoporosis (ESCEO) and the Committees of Scientific Advisors and National Societies of the International Osteoporosis Foundation (IOF) (2019) European guidance for the diagnosis and management of osteoporosis in postmenopausal women. Osteoporos Int 30:3–44

    Article  CAS  Google Scholar 

  29. Johansson H, Oden A, Johnell O, Jonsson B, De Laet C, Oglesby A, McCloskey EV, Kayan K, Jalava T, Kanis JA (2004) Optimization of BMD measurements to identify high risk groups for treatment – a test analysis. J Bone Miner Res 19:906–913

    Article  Google Scholar 

  30. Binkley N, Kiebzak GM, Lewiecki EM et al (2005) Recalculation of the NHANES database SD improves T-score agreement and reduces osteoporosis prevalence. J Bone Miner Res 20:195–201

    Article  Google Scholar 

  31. Lekamwasam S, Adachi JD, Agnusdei D, Bilezikian J, Boonen S, Borgström F, Cooper C, Diez Perez A, Eastell R, Hofbauer L, Kanis JA, Langdahl BL, Lesnyak O, Lorenc R, McCloskey E, Messina OD, Napoli N, Obermayer-Pietsch B, Ralston SH, Sambrook PN, Silverman S, Sosa M, Stepan J, Suppan G, Wahl DA, Compston JE, for the Joint IOF-ECTS GIO Guidelines Working Group (2012) A framework for the development of guidelines for the management of glucocorticoid-induced osteoporosis. Osteoporos Int 23:2257–2276

    Article  CAS  Google Scholar 

  32. Compston J, Cooper A, Cooper C, Gittoes N, Gregson C, Harvey N, Hope S, Kanis JA, McCloskey EV, Poole KES, Reid DM, Selby P, Thompson F, Thurston A, Vine N, The National Osteoporosis Guideline Group (NOGG) (2017) UK clinical guideline for the prevention and treatment of osteoporosis. Arch Osteoporos 12:43

    Article  CAS  Google Scholar 

  33. Kanis JA, Harvey NC, Cyrus Cooper C, Johansson H, Odén A, McCloskey EV, the Advisory Board of the National Osteoporosis Guideline Group (2016) A systematic review of intervention thresholds based on FRAX. A report prepared for the National Osteoporosis Guideline Group and the International Osteoporosis Foundation. Arch Osteoporos 11(1):25

    Article  Google Scholar 

  34. Johansson H, Kanis JA, Oden A, Compston J, McCloskey E (2012) A comparison of case-finding strategies in the UK for the management of hip fractures. Osteoporos Int 23(3):907–915

    Article  CAS  Google Scholar 

  35. McCloskey EV, Johansson H, Harvey NC, Compston J, Kanis JA (2017) Access to fracture risk assessment by FRAX and linked National Osteoporosis Guideline Group (NOGG) guidance in the UK-an analysis of anonymous website activity. Osteoporos Int 28(1):71–76

    Article  CAS  Google Scholar 

  36. Shepstone L, Lenaghan E, Cooper C, Clarke S, Fong-Soe-Khioe R, Fordham R, Gittoes N, Harvey I, Harvey N, Heawood A, Holland R, Howe A, Kanis J, Marshall T, O'Neill TO, Peters T, Redmond N, Torgerson D, Turner D, McCloskey E, SCOOP Study Team (2018) Screening in the community to reduce fractures in older women (SCOOP): a randomised controlled trial. Lancet. 391(10122):741–747

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Enrique Lopez Gavilanez.

Ethics declarations

Conflict of interest

None.

Ethics statement

This study was reviewed and approved by the Ethics Committee of the Teaching Hospital of the National Police Guayaquil No. 2.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

ESM 1

(PPTX 51 kb)

ESM 2

(DOCX 14 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lopez Gavilanez, E., Johansson, H., McCloskey, E. et al. Assessing the risk of osteoporotic fractures: the Ecuadorian FRAX model. Arch Osteoporos 14, 93 (2019). https://doi.org/10.1007/s11657-019-0644-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s11657-019-0644-8

Keywords

Navigation