Skip to main content
Top
Published in: Osteoporosis International 2/2018

01-02-2018 | Original Article

The role of previous falls in major osteoporotic fracture prediction in conjunction with FRAX in older Chinese men and women: the Mr. OS and Ms. OS cohort study in Hong Kong

Authors: Y. Su, J. Leung, T. Kwok

Published in: Osteoporosis International | Issue 2/2018

Login to get access

Abstract

Summary

Falls are a major concern in terms of fracture risk. Although awareness rising for the absence of falls in the FRAX algorithm, our study only identified the independent predictive role of previous recurrent falls and their better conjunction use with FRAX for major osteoporotic fracture prediction in older Chinese men.

Introduction

Although the association of falls with fracture has been widely explored, the impact of previous falls is not included in the FRAX algorithm currently. Our aim was to examine the FRAX-independent associations between falls in the previous year and subsequent fracture risk, as well as the conjunctive use of falls and the FRAX score for major osteoporotic fracture (MOF) prediction in older Chinese people.

Methods

Four thousand community older men and women aged 65 years or older were followed up for 9.9 ± 2.7 and 8.8 ± 1.5 years, respectively. The associations between falls in the previous 1 year and MOF risk by follow-up years were evaluated using the Fine and Gray model. New prediction scores were calculated by incorporating the falls and FRAX scores using the Fine and Gray model, or developed by adjusting the FRAX scores by 30% increased risk for each fall in the previous year. The predictive powers for MOF risk between the new scores and FRAX scores were evaluated by the area under the curve (AUC) and category-based net reclassification improvement index (NRI).

Results

During the follow-up period, 139 (7.0%) men and 236 (11.8%) women had at least one incident MOF. One previous fall significantly predicted the first year incident MOF in men [hazard ratio (HR) (95%CI), 3.47 (1.02, 11.80)]. Previous recurrent falls significantly predicted a 10-year incident MOF in men [HR (95%CI), 2.42 (1.30, 4.51)]. In men, the fall-adjusting FRAX scores showed significant improvement on total net reclassification of fracture (3–6%). No improved predictive accuracy shown in women.

Conclusion

Falls in the previous year are likely to provide some predictive power to FRAX for MOF risk assessment in older Chinese men, but not women.
Appendix
Available only for authorised users
Literature
1.
go back to reference Centers for Disease Control and Prevention (2006) Fatalities and injuries from falls among older adults--United States, 1993-2003 and 2001-2005. MMWR Morb Mortal Wkly Rep 55:1221–1224 Centers for Disease Control and Prevention (2006) Fatalities and injuries from falls among older adults--United States, 1993-2003 and 2001-2005. MMWR Morb Mortal Wkly Rep 55:1221–1224
2.
go back to reference Masud T, Morris RO (2001) Epidemiology of falls. Age Ageing 30(Suppl 4):3–7CrossRef Masud T, Morris RO (2001) Epidemiology of falls. Age Ageing 30(Suppl 4):3–7CrossRef
3.
go back to reference Peeters G, van Schoor NM, Lips P (2009) Fall risk: the clinical relevance of falls and how to integrate fall risk with fracture risk. Best Pract Res Clin Rheumatol 23:797–804CrossRef Peeters G, van Schoor NM, Lips P (2009) Fall risk: the clinical relevance of falls and how to integrate fall risk with fracture risk. Best Pract Res Clin Rheumatol 23:797–804CrossRef
4.
go back to reference Woo J, Leung J, Wong S, Kwok T, Lee J, Lynn H (2009) Development of a simple scoring tool in the primary care setting for prediction of recurrent falls in men and women aged 65 years and over living in the community. J Clin Nurs 18:1038–1048CrossRef Woo J, Leung J, Wong S, Kwok T, Lee J, Lynn H (2009) Development of a simple scoring tool in the primary care setting for prediction of recurrent falls in men and women aged 65 years and over living in the community. J Clin Nurs 18:1038–1048CrossRef
5.
go back to reference Tromp AM, Pluijm SM, Smit JH, Deeg DJ, Bouter LM, Lips P (2001) Fall-risk screening test: a prospective study on predictors for falls in community-dwelling elderly. J Clin Epidemiol 54:837–844CrossRef Tromp AM, Pluijm SM, Smit JH, Deeg DJ, Bouter LM, Lips P (2001) Fall-risk screening test: a prospective study on predictors for falls in community-dwelling elderly. J Clin Epidemiol 54:837–844CrossRef
6.
go back to reference Kanis JA, Hans D, Cooper C, Baim S, Bilezikian JP, Binkley N, Cauley JA, Compston JE, Dawson-Hughes B, El-Hajj Fuleihan G, Johansson H, Leslie WD, Lewiecki EM, Luckey M, Oden A, Papapoulos SE, Poiana C, Rizzoli R, Wahl DA, McCloskey EV (2011) Interpretation and use of FRAX in clinical practice. Osteoporos Int 22:2395–2411CrossRef Kanis JA, Hans D, Cooper C, Baim S, Bilezikian JP, Binkley N, Cauley JA, Compston JE, Dawson-Hughes B, El-Hajj Fuleihan G, Johansson H, Leslie WD, Lewiecki EM, Luckey M, Oden A, Papapoulos SE, Poiana C, Rizzoli R, Wahl DA, McCloskey EV (2011) Interpretation and use of FRAX in clinical practice. Osteoporos Int 22:2395–2411CrossRef
7.
go back to reference Masud T, Binkley N, Boonen S, Hannan MT (2011) Official positions for FRAX® clinical regarding falls and frailty: can falls and frailty be used in FRAX®? From Joint Official Positions Development Conference of the International Society for Clinical Densitometry and International Osteoporosis Foundation on FRAX®. J Clin Densitom 14:194–204CrossRef Masud T, Binkley N, Boonen S, Hannan MT (2011) Official positions for FRAX® clinical regarding falls and frailty: can falls and frailty be used in FRAX®? From Joint Official Positions Development Conference of the International Society for Clinical Densitometry and International Osteoporosis Foundation on FRAX®. J Clin Densitom 14:194–204CrossRef
8.
go back to reference Wolbers M, Koller MT, Witteman JC, Steyerberg EW (2009) Prognostic models with competing risks: methods and application to coronary risk prediction. Epidemiology 20:555–561CrossRef Wolbers M, Koller MT, Witteman JC, Steyerberg EW (2009) Prognostic models with competing risks: methods and application to coronary risk prediction. Epidemiology 20:555–561CrossRef
9.
go back to reference Kwok AW, Gong JS, Wang YX, Leung JC, Kwok T, Griffith JF, Leung PC (2013) Prevalence and risk factors of radiographic vertebral fractures in elderly Chinese men and women: results of Mr. OS (Hong Kong) and Ms. OS (Hong Kong) studies. Osteoporos Int 24:877–885CrossRef Kwok AW, Gong JS, Wang YX, Leung JC, Kwok T, Griffith JF, Leung PC (2013) Prevalence and risk factors of radiographic vertebral fractures in elderly Chinese men and women: results of Mr. OS (Hong Kong) and Ms. OS (Hong Kong) studies. Osteoporos Int 24:877–885CrossRef
10.
go back to reference Kwok TCY, Su Y, Khoo CC, Leung J, Kwok A, Orwoll E, Woo J, Leung PC (2017) Predictors of non-vertebral fracture in older Chinese males and females: Mr. OS and Ms. OS (Hong Kong). J Bone Miner Metab 35:330–337  Kwok TCY, Su Y, Khoo CC, Leung J, Kwok A, Orwoll E, Woo J, Leung PC (2017) Predictors of non-vertebral fracture in older Chinese males and females: Mr. OS and Ms. OS (Hong Kong). J Bone Miner Metab 35:330–337
11.
go back to reference Kanis JA, McCloskey EV, Johansson H, Oden A, Melton LJ 3rd, Khaltaev N (2008) A reference standard for the description of osteoporosis. Bone 42:467–475CrossRef Kanis JA, McCloskey EV, Johansson H, Oden A, Melton LJ 3rd, Khaltaev N (2008) A reference standard for the description of osteoporosis. Bone 42:467–475CrossRef
12.
go back to reference Looker AC, Wahner HW, Dunn WL, Calvo MS, Harris TB, Heyse SP, Johnston CC Jr, Lindsay R (1998) Updated data on proximal femur bone mineral levels of US adults. Osteoporos Int 8:468–489CrossRef Looker AC, Wahner HW, Dunn WL, Calvo MS, Harris TB, Heyse SP, Johnston CC Jr, Lindsay R (1998) Updated data on proximal femur bone mineral levels of US adults. Osteoporos Int 8:468–489CrossRef
13.
go back to reference Schousboe JT (2007) Cost-effectiveness modeling research of pharmacologic therapy to prevent osteoporosis-related fractures. Curr Rheumatol Rep 9:50–56CrossRef Schousboe JT (2007) Cost-effectiveness modeling research of pharmacologic therapy to prevent osteoporosis-related fractures. Curr Rheumatol Rep 9:50–56CrossRef
14.
go back to reference Chan DC, McCloskey EV, Chang CB, Lin KP, Lim LC, Tsai KS, Yang RS (2017) Establishing and evaluating FRAX(R) probability thresholds in Taiwan. J Formos Med Assoc 116:161–168 Chan DC, McCloskey EV, Chang CB, Lin KP, Lim LC, Tsai KS, Yang RS (2017) Establishing and evaluating FRAX(R) probability thresholds in Taiwan. J Formos Med Assoc 116:161–168
15.
go back to reference Su Y, Leung J, Hans D, Lamy O, Kwok T (2017) The added value of trabecular bone score to FRAX® to predict major osteoporotic fractures for clinical use in Chinese older people: the Mr. OS and Ms. OS cohort study in Hong Kong. Osteoporos Int 28:111–117CrossRef Su Y, Leung J, Hans D, Lamy O, Kwok T (2017) The added value of trabecular bone score to FRAX® to predict major osteoporotic fractures for clinical use in Chinese older people: the Mr. OS and Ms. OS cohort study in Hong Kong. Osteoporos Int 28:111–117CrossRef
16.
go back to reference Fine JP, Gray RJ (1999) A proportional hazards model for the subdistribution of a competing risk. J Am Stat Assoc 94:496–509CrossRef Fine JP, Gray RJ (1999) A proportional hazards model for the subdistribution of a competing risk. J Am Stat Assoc 94:496–509CrossRef
17.
go back to reference Koller MT, Leening MJ, Wolbers M, Steyerberg EW, Hunink MG, Schoop R, Hofman A, Bucher HC, Psaty BM, Lloyd-Jones DM, Witteman JC (2012) Development and validation of a coronary risk prediction model for older U.S. and European persons in the Cardiovascular Health Study and the Rotterdam Study. Ann Intern Med 157:389–397CrossRef Koller MT, Leening MJ, Wolbers M, Steyerberg EW, Hunink MG, Schoop R, Hofman A, Bucher HC, Psaty BM, Lloyd-Jones DM, Witteman JC (2012) Development and validation of a coronary risk prediction model for older U.S. and European persons in the Cardiovascular Health Study and the Rotterdam Study. Ann Intern Med 157:389–397CrossRef
18.
go back to reference DeLong ER, DeLong DM, Clarke-Pearson DL (1988) Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44:837–845CrossRef DeLong ER, DeLong DM, Clarke-Pearson DL (1988) Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44:837–845CrossRef
19.
go back to reference Pencina MJ, D'Agostino RB Sr, D’Agostino RB Jr, Vasan RS (2008) Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond. Stat Med 27:157–172 discussion 207-112CrossRef Pencina MJ, D'Agostino RB Sr, D’Agostino RB Jr, Vasan RS (2008) Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond. Stat Med 27:157–172 discussion 207-112CrossRef
21.
go back to reference Frost M, Abrahamsen B, Masud T, Brixen K (2012) Risk factors for fracture in elderly men: a population-based prospective study. Osteoporos Int 23:521–531CrossRef Frost M, Abrahamsen B, Masud T, Brixen K (2012) Risk factors for fracture in elderly men: a population-based prospective study. Osteoporos Int 23:521–531CrossRef
22.
go back to reference Geusens P, Milisen K, Dejaeger E, Boonen S (2003) Falls and fractures in postmenopausal women: a review. J Br Menopause Soc 9:101–106PubMed Geusens P, Milisen K, Dejaeger E, Boonen S (2003) Falls and fractures in postmenopausal women: a review. J Br Menopause Soc 9:101–106PubMed
23.
go back to reference Albrand G, Munoz F, Sornay-Rendu E, DuBoeuf F, Delmas PD (2003) Independent predictors of all osteoporosis-related fractures in healthy postmenopausal women: the OFELY study. Bone 32:78–85CrossRef Albrand G, Munoz F, Sornay-Rendu E, DuBoeuf F, Delmas PD (2003) Independent predictors of all osteoporosis-related fractures in healthy postmenopausal women: the OFELY study. Bone 32:78–85CrossRef
24.
go back to reference Edwards MH, Jameson K, Denison H, Harvey NC, Sayer AA, Dennison EM, Cooper C (2013) Clinical risk factors, bone density and fall history in the prediction of incident fracture among men and women. Bone 52:541–547CrossRef Edwards MH, Jameson K, Denison H, Harvey NC, Sayer AA, Dennison EM, Cooper C (2013) Clinical risk factors, bone density and fall history in the prediction of incident fracture among men and women. Bone 52:541–547CrossRef
25.
go back to reference Harvey NC, Johansson H, Oden A, Karlsson MK, Rosengren BE, Ljunggren O, Cooper C, McCloskey E, Kanis JA, Ohlsson C, Mellstrom D (2016) FRAX predicts incident falls in elderly men: findings from MrOs Sweden. Osteoporos Int 27:267–274CrossRef Harvey NC, Johansson H, Oden A, Karlsson MK, Rosengren BE, Ljunggren O, Cooper C, McCloskey E, Kanis JA, Ohlsson C, Mellstrom D (2016) FRAX predicts incident falls in elderly men: findings from MrOs Sweden. Osteoporos Int 27:267–274CrossRef
26.
go back to reference Gardsell P, Johnell O, Nilsson BE, Nilsson JA (1989) The predictive value of fracture, disease, and falling tendency for fragility fractures in women. Calcif Tissue Int 45:327–330CrossRef Gardsell P, Johnell O, Nilsson BE, Nilsson JA (1989) The predictive value of fracture, disease, and falling tendency for fragility fractures in women. Calcif Tissue Int 45:327–330CrossRef
27.
go back to reference Sandhu SK, Nguyen ND, Center JR, Pocock NA, Eisman JA, Nguyen TV (2010) Prognosis of fracture: evaluation of predictive accuracy of the FRAX algorithm and Garvan nomogram. Osteoporos Int 21:863–871CrossRef Sandhu SK, Nguyen ND, Center JR, Pocock NA, Eisman JA, Nguyen TV (2010) Prognosis of fracture: evaluation of predictive accuracy of the FRAX algorithm and Garvan nomogram. Osteoporos Int 21:863–871CrossRef
28.
go back to reference Cummings SR, Nevitt MC, Kidd S (1988) Forgetting falls. The limited accuracy of recall of falls in the elderly. J Am Geriatr Soc 36:613–616CrossRef Cummings SR, Nevitt MC, Kidd S (1988) Forgetting falls. The limited accuracy of recall of falls in the elderly. J Am Geriatr Soc 36:613–616CrossRef
29.
go back to reference Tinetti ME, Speechley M, Ginter SF (1988) Risk factors for falls among elderly persons living in the community. N Engl J Med 319:1701–1707CrossRef Tinetti ME, Speechley M, Ginter SF (1988) Risk factors for falls among elderly persons living in the community. N Engl J Med 319:1701–1707CrossRef
30.
go back to reference Tromp AM, Smit JH, Deeg DJ, Bouter LM, Lips P (1998) Predictors for falls and fractures in the Longitudinal Aging Study Amsterdam. J Bone Miner Res 13:1932–1939CrossRef Tromp AM, Smit JH, Deeg DJ, Bouter LM, Lips P (1998) Predictors for falls and fractures in the Longitudinal Aging Study Amsterdam. J Bone Miner Res 13:1932–1939CrossRef
Metadata
Title
The role of previous falls in major osteoporotic fracture prediction in conjunction with FRAX in older Chinese men and women: the Mr. OS and Ms. OS cohort study in Hong Kong
Authors
Y. Su
J. Leung
T. Kwok
Publication date
01-02-2018
Publisher
Springer London
Published in
Osteoporosis International / Issue 2/2018
Print ISSN: 0937-941X
Electronic ISSN: 1433-2965
DOI
https://doi.org/10.1007/s00198-017-4277-8

Other articles of this Issue 2/2018

Osteoporosis International 2/2018 Go to the issue