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Published in: Osteoporosis International 12/2007

01-12-2007 | Original Article

Combining clinical factors and quantitative ultrasound improves the detection of women both at low and high risk for hip fracture

Authors: C. Durosier, D. Hans, M. A. Krieg, C. Ruffieux, J. Cornuz, P. J. Meunier, A. M. Schott

Published in: Osteoporosis International | Issue 12/2007

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Abstract

Summary

We hypothesized that combining clinical risk factors (CRF) with the heel stiffness index (SI) measured via quantitative ultrasound (QUS) would improve the detection of women both at low and high risk for hip fracture. Categorizing women by risk score improved the specificity of detection to 42.4%, versus 33.8% using CRF alone and 38.4% using the SI alone. This combined CRF-SI score could be used wherever and whenever DXA is not readily accessible.

Introduction and hypothesis

Several strategies have been proposed to identify women at high risk for osteoporosis-related fractures; we wanted to investigate whether combining clinical risk factors (CRF) and heel QUS parameters could provide a more accurate tool to identify women at both low and high risk for hip fracture than either CRF or QUS alone.

Methods

We pooled two Caucasian cohorts, EPIDOS and SEMOF, into a large database named “EPISEM”, in which 12,064 women, 70 to 100 years old, were analyzed. Amongst all the CRF available in EPISEM, we used only the ones which were statistically significant in a Cox multivariate model. Then, we constructed a risk score, by combining the QUS-derived heel stiffness index (SI) and the following seven CRF: patient age, body mass index (BMI), fracture history, fall history, diabetes history, chair-test results, and past estrogen treatment.

Results

Using the composite SI-CRF score, 42% of the women who did not report a hip fracture were found to be at low risk at baseline, and 57% of those who subsequently sustained a fracture were at high risk. Using the SI alone, corresponding percentages were 38% and 52%; using CRF alone, 34% and 53%. The number of subjects in the intermediate group was reduced from 5,400 (including 112 hip fractures) and 5,032 (including 111 hip fractures) to 4549 (including 100 including fractures) for the CRF and QUS alone versus the combination score.

Conclusions

Combining clinical risk factors to heel bone ultrasound appears to correctly identify more women at low risk for hip fracture than either the stiffness index or the CRF alone; it improves the detection of women both at low and high risk.
Literature
1.
go back to reference Melton LJ 3rd (1995) How many women have osteoporosis now? J Bone Miner Res 10(2):175–177PubMed Melton LJ 3rd (1995) How many women have osteoporosis now? J Bone Miner Res 10(2):175–177PubMed
2.
go back to reference Riggs BL, Melton LJ 3rd (1986) Medical progress series: Involutional osteoporosis. N Engl J Med 314:1676–1686PubMedCrossRef Riggs BL, Melton LJ 3rd (1986) Medical progress series: Involutional osteoporosis. N Engl J Med 314:1676–1686PubMedCrossRef
3.
go back to reference Riggs BL, Melton LJ 3rd (1995) The worldwide problem of osteoporosis: insights afforded by epidemiology. Bone 17(5 Suppl):505S–511SPubMedCrossRef Riggs BL, Melton LJ 3rd (1995) The worldwide problem of osteoporosis: insights afforded by epidemiology. Bone 17(5 Suppl):505S–511SPubMedCrossRef
5.
go back to reference Statistics NCfH (1986) Advance data from vital and health statistics: 1985 summary: national hospital discharge survey. US Public Health Service (PHS), Hyattsville, pp PHS 86–1250 Statistics NCfH (1986) Advance data from vital and health statistics: 1985 summary: national hospital discharge survey. US Public Health Service (PHS), Hyattsville, pp PHS 86–1250
6.
go back to reference Cummings SR, Kelsey JL, Nevitt MC et al. (1985) Epidemiology of osteoporosis and osteoporotic fractures. Epidemiol Rev 7:178–208PubMed Cummings SR, Kelsey JL, Nevitt MC et al. (1985) Epidemiology of osteoporosis and osteoporotic fractures. Epidemiol Rev 7:178–208PubMed
7.
go back to reference Melton LJ 3rd, Riggs BL (1987) Epidemiology of age-related fractures The osteoporotic syndrome: detection, prevention, and treatment. Grune & Stratton, New York, pp 45–72 Melton LJ 3rd, Riggs BL (1987) Epidemiology of age-related fractures The osteoporotic syndrome: detection, prevention, and treatment. Grune & Stratton, New York, pp 45–72
8.
go back to reference Cummings SR, Black DM, Rubin SM (1989) Lifetime risks of hip, Colles’, or vertebral fracture and coronary heart disease among white postmenopausal women. Arch Intern Med 149(11):2445–2448PubMedCrossRef Cummings SR, Black DM, Rubin SM (1989) Lifetime risks of hip, Colles’, or vertebral fracture and coronary heart disease among white postmenopausal women. Arch Intern Med 149(11):2445–2448PubMedCrossRef
9.
go back to reference Black DM, Cummings SR, Melton LJ, 3rd 1992 Appendicular bone mineral and a woman’s lifetime risk of hip fracture. J Bone Miner Res 7(6):639–646PubMedCrossRef Black DM, Cummings SR, Melton LJ, 3rd 1992 Appendicular bone mineral and a woman’s lifetime risk of hip fracture. J Bone Miner Res 7(6):639–646PubMedCrossRef
10.
go back to reference Baudoin C (1997) [Fractures of the proximal femur. Epidemiology and economic impact]. Presse Med 26(3):1451–1456PubMed Baudoin C (1997) [Fractures of the proximal femur. Epidemiology and economic impact]. Presse Med 26(3):1451–1456PubMed
11.
go back to reference Melton LJ 3rd (1996) Epidemiology of hip fractures: implications of the exponential increase with age. Bone 18(3 Suppl):121S–125SPubMedCrossRef Melton LJ 3rd (1996) Epidemiology of hip fractures: implications of the exponential increase with age. Bone 18(3 Suppl):121S–125SPubMedCrossRef
12.
go back to reference Fisher ES, Baron JA, Malenka DJ et al (1991) Hip fracture incidence and mortality in New England. Epidemiology 2(2):116–122PubMedCrossRef Fisher ES, Baron JA, Malenka DJ et al (1991) Hip fracture incidence and mortality in New England. Epidemiology 2(2):116–122PubMedCrossRef
13.
go back to reference Sernbo I, Johnell O (1993) Consequences of a hip fracture: a prospective study over 1 year. Osteoporosis Int 3(3):148–153CrossRef Sernbo I, Johnell O (1993) Consequences of a hip fracture: a prospective study over 1 year. Osteoporosis Int 3(3):148–153CrossRef
14.
go back to reference Wolinsky FD, Fitzgerald JF, Stump TE (1997) The effect of hip fracture on mortality, hospitalization, and functional status: a prospective study. Am J Public Health 87(3):398–403PubMedCrossRef Wolinsky FD, Fitzgerald JF, Stump TE (1997) The effect of hip fracture on mortality, hospitalization, and functional status: a prospective study. Am J Public Health 87(3):398–403PubMedCrossRef
15.
go back to reference Cummings SR, Rubin SM, Black D (1990) The future of hip fractures in the United States. Numbers, costs, and potential effects of postmenopausal estrogen. Clin Orthop (252):163–166PubMed Cummings SR, Rubin SM, Black D (1990) The future of hip fractures in the United States. Numbers, costs, and potential effects of postmenopausal estrogen. Clin Orthop (252):163–166PubMed
16.
go back to reference IOF 2000 How fragile is her future? IOF Report IOF 2000 How fragile is her future? IOF Report
17.
go back to reference Siris ES, Brenneman SK, Barrett-Connor E et al (2006) The effect of age and bone mineral density on the absolute, excess, and relative risk of fracture in postmenopausal women aged 50–99: results from the National Osteoporosis Risk Assessment (NORA). Osteoporos Int:1–10 Siris ES, Brenneman SK, Barrett-Connor E et al (2006) The effect of age and bone mineral density on the absolute, excess, and relative risk of fracture in postmenopausal women aged 50–99: results from the National Osteoporosis Risk Assessment (NORA). Osteoporos Int:1–10
18.
go back to reference Hans D, Dargent-Molina P, Schott AM et al (1996) Ultrasonographic heel measurements to predict hip fracture in elderly women: the EPIDOS prospective study. Lancet 348(9026):511–514PubMedCrossRef Hans D, Dargent-Molina P, Schott AM et al (1996) Ultrasonographic heel measurements to predict hip fracture in elderly women: the EPIDOS prospective study. Lancet 348(9026):511–514PubMedCrossRef
19.
go back to reference Bauer DC, Gluer CC, Cauley JA et al (1997) Broadband ultrasound attenuation predicts fractures strongly and independently of densitometry in older women. A prospective study. Study of Osteoporotic Fractures Research Group. Arch Intern Med 157(6):629–634PubMedCrossRef Bauer DC, Gluer CC, Cauley JA et al (1997) Broadband ultrasound attenuation predicts fractures strongly and independently of densitometry in older women. A prospective study. Study of Osteoporotic Fractures Research Group. Arch Intern Med 157(6):629–634PubMedCrossRef
20.
go back to reference Krieg MA, Comuz J, Ruffieux C et al (2004) [Role of bone ultrasound in predicting hip fracture risk in women 70 years or older: results of the SEMOF study and comparison with literature data]. Rev Med Suisse Romande 124(2):59–62PubMed Krieg MA, Comuz J, Ruffieux C et al (2004) [Role of bone ultrasound in predicting hip fracture risk in women 70 years or older: results of the SEMOF study and comparison with literature data]. Rev Med Suisse Romande 124(2):59–62PubMed
21.
go back to reference Gluer CC, Cummings SR, Bauer DC et al (1996) Osteoporosis: association of recent fractures with quantitative US findings. Radiology 199(3):725–732PubMed Gluer CC, Cummings SR, Bauer DC et al (1996) Osteoporosis: association of recent fractures with quantitative US findings. Radiology 199(3):725–732PubMed
22.
go back to reference Dargent-Molina P, Schott AM, Hans D et al (1999) Separate and combined value of bone mass and gait speed measurements in screening for hip fracture risk: results from the EPIDOS study. Epidemiologie de l’Osteoporose. Osteoporosis Int 9(2):188–192CrossRef Dargent-Molina P, Schott AM, Hans D et al (1999) Separate and combined value of bone mass and gait speed measurements in screening for hip fracture risk: results from the EPIDOS study. Epidemiologie de l’Osteoporose. Osteoporosis Int 9(2):188–192CrossRef
23.
go back to reference Porter RW, Miller CG, Grainger D et al (1990) Prediction of hip fracture in elderly women: a prospective study. Bmj 301(6753):638–641PubMed Porter RW, Miller CG, Grainger D et al (1990) Prediction of hip fracture in elderly women: a prospective study. Bmj 301(6753):638–641PubMed
24.
go back to reference Garnero P, Dargent-Molina P, Hans D et al (1998) Do markers of bone resorption add to bone mineral density and ultrasonographic heel measurement for the prediction of hip fracture in elderly women? The EPIDOS prospective study. Osteoporosis Int 8(6):563–569CrossRef Garnero P, Dargent-Molina P, Hans D et al (1998) Do markers of bone resorption add to bone mineral density and ultrasonographic heel measurement for the prediction of hip fracture in elderly women? The EPIDOS prospective study. Osteoporosis Int 8(6):563–569CrossRef
25.
go back to reference Schott AM, Hans D, Duboeuf F et al (2005) Quantitative ultrasound parameters as well as bone mineral density are better predictors of trochanteric than cervical hip fractures in elderly women. Results from the EPIDOS study. Bone 37(6):858–863PubMedCrossRef Schott AM, Hans D, Duboeuf F et al (2005) Quantitative ultrasound parameters as well as bone mineral density are better predictors of trochanteric than cervical hip fractures in elderly women. Results from the EPIDOS study. Bone 37(6):858–863PubMedCrossRef
26.
go back to reference Dargent-Molina P, Piault S, Breart G (2003) A comparison of different screening strategies to identify elderly women at high risk of hip fracture: results from the EPIDOS prospective study. Osteoporosis Int 14(12):969–977CrossRef Dargent-Molina P, Piault S, Breart G (2003) A comparison of different screening strategies to identify elderly women at high risk of hip fracture: results from the EPIDOS prospective study. Osteoporosis Int 14(12):969–977CrossRef
27.
go back to reference Cummings SR, Nevitt MC, Browner WS et al (1995) Risk factors for hip fracture in white women. Study of Osteoporotic Fractures Research Group. N Engl J Med 332(12):767–773PubMedCrossRef Cummings SR, Nevitt MC, Browner WS et al (1995) Risk factors for hip fracture in white women. Study of Osteoporotic Fractures Research Group. N Engl J Med 332(12):767–773PubMedCrossRef
28.
go back to reference De Laet CE, van Hout BA, Burger H et al (1997) Bone density and risk of hip fracture in men and women: cross sectional analysis. Bmj 315(7102):221–225PubMed De Laet CE, van Hout BA, Burger H et al (1997) Bone density and risk of hip fracture in men and women: cross sectional analysis. Bmj 315(7102):221–225PubMed
29.
go back to reference Hui SL, Slemenda CW, Johnston CC Jr (1988) Age and bone mass as predictors of fracture in a prospective study. J Clin Invest 81(6):1804–1809PubMedCrossRef Hui SL, Slemenda CW, Johnston CC Jr (1988) Age and bone mass as predictors of fracture in a prospective study. J Clin Invest 81(6):1804–1809PubMedCrossRef
30.
go back to reference Lauritzen JB, Schwarz P, McNair P et al (1993) Radial and humeral fractures as predictors of subsequent hip, radial or humeral fractures in women, and their seasonal variation. Osteoporosis Int 3(3):133–137CrossRef Lauritzen JB, Schwarz P, McNair P et al (1993) Radial and humeral fractures as predictors of subsequent hip, radial or humeral fractures in women, and their seasonal variation. Osteoporosis Int 3(3):133–137CrossRef
31.
go back to reference Bonjour JP, Schurch MA, Rizzoli R (1996) Nutritional aspects of hip fractures. Bone 18(3 Suppl):139S–144SPubMedCrossRef Bonjour JP, Schurch MA, Rizzoli R (1996) Nutritional aspects of hip fractures. Bone 18(3 Suppl):139S–144SPubMedCrossRef
32.
go back to reference Dawson-Hughes B (1996) Calcium insufficiency and fracture risk. Osteoporosis Int 6(Suppl 3):37–41CrossRef Dawson-Hughes B (1996) Calcium insufficiency and fracture risk. Osteoporosis Int 6(Suppl 3):37–41CrossRef
33.
go back to reference Felson DT, Zhang Y, Hannan MT et al (1995) Alcohol intake and bone mineral density in elderly men and women. The Framingham Study. Am J Epidemiol 142(5):485–492PubMed Felson DT, Zhang Y, Hannan MT et al (1995) Alcohol intake and bone mineral density in elderly men and women. The Framingham Study. Am J Epidemiol 142(5):485–492PubMed
34.
go back to reference Law MR, Hackshaw AK (1997) A meta-analysis of cigarette smoking, bone mineral density and risk of hip fracture: recognition of a major effect. Bmj 315(7112):841–846PubMed Law MR, Hackshaw AK (1997) A meta-analysis of cigarette smoking, bone mineral density and risk of hip fracture: recognition of a major effect. Bmj 315(7112):841–846PubMed
35.
go back to reference NOF (1998) Osteoporosis review of the evidence for prevention, diagnosis, and treatment and cost-effectiveness analysis. Osteoporos Int 8(Suppl 4):S1–S88 NOF (1998) Osteoporosis review of the evidence for prevention, diagnosis, and treatment and cost-effectiveness analysis. Osteoporos Int 8(Suppl 4):S1–S88
36.
go back to reference Espallargues M, Sampietro-Colom L, Estrada MD et al (2001) Identifying bone-mass-related risk factors for fracture to guide bone densitometry measurements: a systematic review of the literature. Osteoporosis Int 12(10):811–822CrossRef Espallargues M, Sampietro-Colom L, Estrada MD et al (2001) Identifying bone-mass-related risk factors for fracture to guide bone densitometry measurements: a systematic review of the literature. Osteoporosis Int 12(10):811–822CrossRef
37.
go back to reference Leslie WD, Metge C, Salamon EA et al (2002) Bone mineral density testing in healthy postmenopausal women. The role of clinical risk factor assessment in determining fracture risk. J Clin Densitom 5(2):117–130PubMedCrossRef Leslie WD, Metge C, Salamon EA et al (2002) Bone mineral density testing in healthy postmenopausal women. The role of clinical risk factor assessment in determining fracture risk. J Clin Densitom 5(2):117–130PubMedCrossRef
38.
go back to reference Krieg MA, Cornuz J, Ruffieux C et al (2005) Non vertebral fracture risk in elderly women: a practical approach using heel bone ultrasound in association with other risk factors for osteoporosis ASBMR Krieg MA, Cornuz J, Ruffieux C et al (2005) Non vertebral fracture risk in elderly women: a practical approach using heel bone ultrasound in association with other risk factors for osteoporosis ASBMR
39.
go back to reference Dargent-Molina P, Favier F, Grandjean H et al (1996) Fall-related factors and risk of hip fracture: the EPIDOS prospective study. Lancet 348(9021):145–149PubMedCrossRef Dargent-Molina P, Favier F, Grandjean H et al (1996) Fall-related factors and risk of hip fracture: the EPIDOS prospective study. Lancet 348(9021):145–149PubMedCrossRef
40.
go back to reference Krieg MA, Cornuz J, Ruffieux C et al (2003) Comparison of three bone ultrasounds for the discrimination of subjects with and without osteoporotic fractures among 7562 elderly women. J Bone Miner Res 18(7):1261–1266PubMedCrossRef Krieg MA, Cornuz J, Ruffieux C et al (2003) Comparison of three bone ultrasounds for the discrimination of subjects with and without osteoporotic fractures among 7562 elderly women. J Bone Miner Res 18(7):1261–1266PubMedCrossRef
41.
go back to reference Njeh C, Hans D, Fuerst T et al. Calcaneal quantitative ultrasound: water-coupled. Quantitative ultrasound: assessment of osteoporosis and bone status. In: Dunitz M (ed.), London:, pp 109–124 Njeh C, Hans D, Fuerst T et al. Calcaneal quantitative ultrasound: water-coupled. Quantitative ultrasound: assessment of osteoporosis and bone status. In: Dunitz M (ed.), London:, pp 109–124
42.
go back to reference Krieg MA, Cornuz J, Ruffieux C et al (2006) Prediction of hip fracture risk by quantitative ultrasound in more than 7000 Swiss women > or =70 years of age: comparison of three technologically different bone ultrasound devices in the SEMOF study. J Bone Miner Res 21(9):1457–1463PubMedCrossRef Krieg MA, Cornuz J, Ruffieux C et al (2006) Prediction of hip fracture risk by quantitative ultrasound in more than 7000 Swiss women > or =70 years of age: comparison of three technologically different bone ultrasound devices in the SEMOF study. J Bone Miner Res 21(9):1457–1463PubMedCrossRef
43.
go back to reference Durosier C, Hans D, Krieg MA et al (2006) Prediction and discrimination of osteoporotic hip fracture in postmenopausal women. J Clin Densitom 9(4):475–495PubMedCrossRef Durosier C, Hans D, Krieg MA et al (2006) Prediction and discrimination of osteoporotic hip fracture in postmenopausal women. J Clin Densitom 9(4):475–495PubMedCrossRef
44.
go back to reference Hans D, Schott AM, Chapuy MC et al (1994) Ultrasound measurements on the os calcis in a prospective multicenter study. Calcif Tissue Int 55(2):94–99PubMedCrossRef Hans D, Schott AM, Chapuy MC et al (1994) Ultrasound measurements on the os calcis in a prospective multicenter study. Calcif Tissue Int 55(2):94–99PubMedCrossRef
45.
go back to reference Hans D, Hartl F, Krieg MA (2003) Device-specific weighted T-score for two quantitative ultrasounds: operational propositions for the management of osteoporosis for 65 years and older women in Switzerland. Osteoporosis Int 14(3):251–258 Hans D, Hartl F, Krieg MA (2003) Device-specific weighted T-score for two quantitative ultrasounds: operational propositions for the management of osteoporosis for 65 years and older women in Switzerland. Osteoporosis Int 14(3):251–258
46.
Metadata
Title
Combining clinical factors and quantitative ultrasound improves the detection of women both at low and high risk for hip fracture
Authors
C. Durosier
D. Hans
M. A. Krieg
C. Ruffieux
J. Cornuz
P. J. Meunier
A. M. Schott
Publication date
01-12-2007
Publisher
Springer-Verlag
Published in
Osteoporosis International / Issue 12/2007
Print ISSN: 0937-941X
Electronic ISSN: 1433-2965
DOI
https://doi.org/10.1007/s00198-007-0414-0

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