Skip to main content
Top
Published in: Osteoporosis International 7/2015

01-07-2015 | Original Article

Predictive ability of heel quantitative ultrasound for incident fractures: an individual-level meta-analysis

Authors: E. V. McCloskey, J. A. Kanis, A. Odén, N. C. Harvey, D. Bauer, J. González-Macias, D. Hans, S. Kaptoge, M. A. Krieg, T. Kwok, F. Marin, A. Moayyeri, E. Orwoll, C. Gluёr, H. Johansson

Published in: Osteoporosis International | Issue 7/2015

Login to get access

Abstract

Summary

The relationship between bone quantitative ultrasound (QUS) and fracture risk was estimated in an individual level data meta-analysis of 9 prospective studies of 46,124 individuals and 3018 incident fractures. Low QUS is associated with an increase in fracture risk, including hip fracture. The association with osteoporotic fracture decreases with time.

Introduction

The aim of this meta-analysis was to investigate the association between parameters of QUS and risk of fracture.

Methods

In an individual-level analysis, we studied participants in nine prospective cohorts from Asia, Europe and North America. Heel broadband ultrasonic attenuation (BUA dB/MHz) and speed of sound (SOS m/s) were measured at baseline. Fractures during follow-up were collected by self-report and in some cohorts confirmed by radiography. An extension of Poisson regression was used to examine the gradient of risk (GR, hazard ratio per 1 SD decrease) between QUS and fracture risk adjusted for age and time since baseline in each cohort. Interactions between QUS and age and time since baseline were explored.

Results

Baseline measurements were available in 46,124 men and women, mean age 70 years (range 20–100). Three thousand and eighteen osteoporotic fractures (787 hip fractures) occurred during follow-up of 214,000 person-years. The summary GR for osteoporotic fracture was similar for both BUA (1.45, 95 % confidence intervals (CI) 1.40–1.51) and SOS (1.42, 95 % CI 1.36–1.47). For hip fracture, the respective GRs were 1.69 (95 % CI, 1.56–1.82) and 1.60 (95 % CI, 1.48–1.72). However, the GR was significantly higher for both fracture outcomes at lower baseline BUA and SOS (p < 0.001). The predictive value of QUS was the same for men and women and for all ages (p > 0.20), but the predictive value of both BUA and SOS for osteoporotic fracture decreased with time (p = 0.018 and p = 0.010, respectively). For example, the GR of BUA for osteoporotic fracture, adjusted for age, was 1.51 (95 % CI 1.42–1.61) at 1 year after baseline, but at 5 years, it was 1.36 (95 % CI 1.27–1.46).

Conclusions

Our results confirm that quantitative ultrasound is an independent predictor of fracture for men and women particularly at low QUS values.
Literature
1.
go back to reference Kanis JA (2008) On behalf of the WHO scientific group. Assessment of osteoporosis at the primary health-care level. Technical report. WHO Collaborating Centre, University of Sheffield, UK, Sheffield Kanis JA (2008) On behalf of the WHO scientific group. Assessment of osteoporosis at the primary health-care level. Technical report. WHO Collaborating Centre, University of Sheffield, UK, Sheffield
2.
go back to reference Kanis JA (2002) Diagnosis of osteoporosis and assessment of fracture risk. Lancet 359(9321):1929–1936PubMedCrossRef Kanis JA (2002) Diagnosis of osteoporosis and assessment of fracture risk. Lancet 359(9321):1929–1936PubMedCrossRef
3.
go back to reference Kanis JA, Borgstrom F, De Laet C et al (2005) Assessment of fracture risk. Osteoporos Int 16(6):581–589PubMedCrossRef Kanis JA, Borgstrom F, De Laet C et al (2005) Assessment of fracture risk. Osteoporos Int 16(6):581–589PubMedCrossRef
4.
go back to reference Kanis JA, Johnell O, Oden A, Johansson H, McCloskey E (2008) FRAX and the assessment of fracture probability in men and women from the UK. Osteoporos Int 19(4):385–397PubMedCentralPubMedCrossRef Kanis JA, Johnell O, Oden A, Johansson H, McCloskey E (2008) FRAX and the assessment of fracture probability in men and women from the UK. Osteoporos Int 19(4):385–397PubMedCentralPubMedCrossRef
5.
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(3):467–475PubMedCrossRef Kanis JA, McCloskey EV, Johansson H, Oden A, Melton LJ 3rd, Khaltaev N (2008) A reference standard for the description of osteoporosis. Bone 42(3):467–475PubMedCrossRef
6.
go back to reference Hernlund E, Svedbom A, Ivergard M et al (2013) Osteoporosis in the European Union: medical management, epidemiology and economic burden. A report prepared in collaboration with the International Osteoporosis Foundation (IOF) and the European Federation of Pharmaceutical Industry Associations (EFPIA). Arch Osteoporos 8(1–2):136PubMedCentralPubMedCrossRef Hernlund E, Svedbom A, Ivergard M et al (2013) Osteoporosis in the European Union: medical management, epidemiology and economic burden. A report prepared in collaboration with the International Osteoporosis Foundation (IOF) and the European Federation of Pharmaceutical Industry Associations (EFPIA). Arch Osteoporos 8(1–2):136PubMedCentralPubMedCrossRef
7.
go back to reference Bauer DC, Ewing SK, Cauley JA, Ensrud KE, Cummings SR, Orwoll ES (2007) Quantitative ultrasound predicts hip and non-spine fracture in men: the MrOS study. Osteoporos Int 18(6):771–777PubMedCrossRef Bauer DC, Ewing SK, Cauley JA, Ensrud KE, Cummings SR, Orwoll ES (2007) Quantitative ultrasound predicts hip and non-spine fracture in men: the MrOS study. Osteoporos Int 18(6):771–777PubMedCrossRef
8.
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
9.
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. Osteoporos Int 9(2):188–192PubMedCrossRef 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. Osteoporos Int 9(2):188–192PubMedCrossRef
10.
go back to reference Diez-Perez A, Gonzalez-Macias J, Marin F et al (2007) Prediction of absolute risk of non-spinal fractures using clinical risk factors and heel quantitative ultrasound. Osteoporos Int 18(5):629–639PubMedCrossRef Diez-Perez A, Gonzalez-Macias J, Marin F et al (2007) Prediction of absolute risk of non-spinal fractures using clinical risk factors and heel quantitative ultrasound. Osteoporos Int 18(5):629–639PubMedCrossRef
11.
go back to reference Fujiwara S, Sone T, Yamazaki K et al (2005) Heel bone ultrasound predicts non-spine fracture in Japanese men and women. Osteoporos Int 16(12):2107–2112PubMedCrossRef Fujiwara S, Sone T, Yamazaki K et al (2005) Heel bone ultrasound predicts non-spine fracture in Japanese men and women. Osteoporos Int 16(12):2107–2112PubMedCrossRef
12.
go back to reference Gnudi S, Ripamonti C, Malavolta N (2000) Quantitative ultrasound and bone densitometry to evaluate the risk of nonspine fractures: a prospective study. Osteoporos Int 11(6):518–523PubMedCrossRef Gnudi S, Ripamonti C, Malavolta N (2000) Quantitative ultrasound and bone densitometry to evaluate the risk of nonspine fractures: a prospective study. Osteoporos Int 11(6):518–523PubMedCrossRef
13.
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
14.
go back to reference Hollaender R, Hartl F, Krieg MA et al (2009) Prospective evaluation of risk of vertebral fractures using quantitative ultrasound measurements and bone mineral density in a population-based sample of postmenopausal women: results of the Basel Osteoporosis Study. Ann Rheum Dis 68(3):391–396PubMedCrossRef Hollaender R, Hartl F, Krieg MA et al (2009) Prospective evaluation of risk of vertebral fractures using quantitative ultrasound measurements and bone mineral density in a population-based sample of postmenopausal women: results of the Basel Osteoporosis Study. Ann Rheum Dis 68(3):391–396PubMedCrossRef
15.
go back to reference Huang C, Ross PD, Yates AJ et al (1998) Prediction of fracture risk by radiographic absorptiometry and quantitative ultrasound: a prospective study. Calcif Tissue Int 63(5):380–384PubMedCrossRef Huang C, Ross PD, Yates AJ et al (1998) Prediction of fracture risk by radiographic absorptiometry and quantitative ultrasound: a prospective study. Calcif Tissue Int 63(5):380–384PubMedCrossRef
16.
go back to reference Khaw KT, Reeve J, Luben R et al (2004) Prediction of total and hip fracture risk in men and women by quantitative ultrasound of the calcaneus: EPIC-Norfolk prospective population study. Lancet 363(9404):197–202PubMedCrossRef Khaw KT, Reeve J, Luben R et al (2004) Prediction of total and hip fracture risk in men and women by quantitative ultrasound of the calcaneus: EPIC-Norfolk prospective population study. Lancet 363(9404):197–202PubMedCrossRef
17.
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
18.
go back to reference Marin F, Gonzalez-Macias J, Diez-Perez A, Palma S, Delgado-Rodriguez M (2006) Relationship between bone quantitative ultrasound and fractures: a meta-analysis. J Bone Miner Res 21(7):1126–1135PubMedCrossRef Marin F, Gonzalez-Macias J, Diez-Perez A, Palma S, Delgado-Rodriguez M (2006) Relationship between bone quantitative ultrasound and fractures: a meta-analysis. J Bone Miner Res 21(7):1126–1135PubMedCrossRef
19.
go back to reference Moayyeri A, Adams JE, Adler RA et al (2012) Quantitative ultrasound of the heel and fracture risk assessment: an updated meta-analysis. Osteoporos Int 23(1):143–153PubMedCrossRef Moayyeri A, Adams JE, Adler RA et al (2012) Quantitative ultrasound of the heel and fracture risk assessment: an updated meta-analysis. Osteoporos Int 23(1):143–153PubMedCrossRef
20.
go back to reference Pinheiro MM, Castro CM, Szejnfeld VL (2006) Low femoral bone mineral density and quantitative ultrasound are risk factors for new osteoporotic fracture and total and cardiovascular mortality: a 5-year population-based study of Brazilian elderly women. J Gerontol A Biol Sci Med Sci 61(2):196–203PubMedCrossRef Pinheiro MM, Castro CM, Szejnfeld VL (2006) Low femoral bone mineral density and quantitative ultrasound are risk factors for new osteoporotic fracture and total and cardiovascular mortality: a 5-year population-based study of Brazilian elderly women. J Gerontol A Biol Sci Med Sci 61(2):196–203PubMedCrossRef
21.
go back to reference Stewart A, Kumar V, Reid DM (2006) Long-term fracture prediction by DXA and QUS: a 10-year prospective study. J Bone Miner Res 21(3):413–418PubMedCrossRef Stewart A, Kumar V, Reid DM (2006) Long-term fracture prediction by DXA and QUS: a 10-year prospective study. J Bone Miner Res 21(3):413–418PubMedCrossRef
22.
go back to reference Schousboe JT, Shepherd JA, Bilezikian JP, Baim S (2013) Executive summary of the 2013 international society for clinical densitometry position development conference on bone densitometry. J Clin Densitom 16(4):455–466PubMedCrossRef Schousboe JT, Shepherd JA, Bilezikian JP, Baim S (2013) Executive summary of the 2013 international society for clinical densitometry position development conference on bone densitometry. J Clin Densitom 16(4):455–466PubMedCrossRef
23.
go back to reference Heaney RP, Kanis JA (1996) The interpretation and utility of ultrasound measurements of bone. Bone 18(6):491–492PubMedCrossRef Heaney RP, Kanis JA (1996) The interpretation and utility of ultrasound measurements of bone. Bone 18(6):491–492PubMedCrossRef
24.
go back to reference Gluer CC (1997) Quantitative ultrasound techniques for the assessment of osteoporosis: expert agreement on current status. The international quantitative ultrasound consensus group. J Bone Miner Res 12(8):1280–1288PubMedCrossRef Gluer CC (1997) Quantitative ultrasound techniques for the assessment of osteoporosis: expert agreement on current status. The international quantitative ultrasound consensus group. J Bone Miner Res 12(8):1280–1288PubMedCrossRef
25.
go back to reference Gluer CC, Barkmann R (2003) Quantitative ultrasound: use in the detection of fractures and in the assessment of bone composition. Curr Osteoporos Rep 1(3):98–104PubMedCrossRef Gluer CC, Barkmann R (2003) Quantitative ultrasound: use in the detection of fractures and in the assessment of bone composition. Curr Osteoporos Rep 1(3):98–104PubMedCrossRef
26.
go back to reference Hans D, Krieg MA (2008) The clinical use of quantitative ultrasound (QUS) in the detection and management of osteoporosis. IEEE Trans Ultrason Ferroelectr Freq Control 55(7):1529–1538PubMedCrossRef Hans D, Krieg MA (2008) The clinical use of quantitative ultrasound (QUS) in the detection and management of osteoporosis. IEEE Trans Ultrason Ferroelectr Freq Control 55(7):1529–1538PubMedCrossRef
27.
go back to reference Hans D, Durosier C, Kanis JA, Johansson H, Schott-Pethelaz AM, Krieg MA (2008) Assessment of the 10-year probability of osteoporotic hip fracture combining clinical risk factors and heel bone ultrasound: The EPISEM Prospective Cohort of 12958 Elderly Women. J Bone Miner Res Hans D, Durosier C, Kanis JA, Johansson H, Schott-Pethelaz AM, Krieg MA (2008) Assessment of the 10-year probability of osteoporotic hip fracture combining clinical risk factors and heel bone ultrasound: The EPISEM Prospective Cohort of 12958 Elderly Women. J Bone Miner Res
28.
go back to reference Schott AM, Cormier C, Hans D et al (1998) How hip and whole-body bone mineral density predict hip fracture in elderly women: the EPIDOS Prospective Study. Osteoporos Int 8(3):247–254PubMedCrossRef Schott AM, Cormier C, Hans D et al (1998) How hip and whole-body bone mineral density predict hip fracture in elderly women: the EPIDOS Prospective Study. Osteoporos Int 8(3):247–254PubMedCrossRef
29.
go back to reference Lunt M, Felsenberg D, Adams J et al (1997) Population-based geographic variations in DXA bone density in Europe: the EVOS Study. European Vertebral Osteoporosis. Osteoporos Int 7(3):175–189PubMedCrossRef Lunt M, Felsenberg D, Adams J et al (1997) Population-based geographic variations in DXA bone density in Europe: the EVOS Study. European Vertebral Osteoporosis. Osteoporos Int 7(3):175–189PubMedCrossRef
30.
go back to reference Lunt M, Felsenberg D, Reeve J et al (1997) Bone density variation and its effects on risk of vertebral deformity in men and women studied in thirteen European centers: the EVOS Study. J Bone Miner Res 12(11):1883–1894PubMedCrossRef Lunt M, Felsenberg D, Reeve J et al (1997) Bone density variation and its effects on risk of vertebral deformity in men and women studied in thirteen European centers: the EVOS Study. J Bone Miner Res 12(11):1883–1894PubMedCrossRef
31.
go back to reference O’Neill TW, Felsenberg D, Varlow J, Cooper C, Kanis JA, Silman AJ (1996) The prevalence of vertebral deformity in european men and women: the European Vertebral Osteoporosis Study. J Bone Miner Res 11(7):1010–1018PubMedCrossRef O’Neill TW, Felsenberg D, Varlow J, Cooper C, Kanis JA, Silman AJ (1996) The prevalence of vertebral deformity in european men and women: the European Vertebral Osteoporosis Study. J Bone Miner Res 11(7):1010–1018PubMedCrossRef
32.
go back to reference Kwok AW, Gong JS, Wang YX, et al (2012) 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 Kwok AW, Gong JS, Wang YX, et al (2012) 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
33.
go back to reference Blank JB, Cawthon PM, Carrion-Petersen ML et al (2005) Overview of recruitment for the osteoporotic fractures in men study (MrOS). Contemp Clin Trials 26(5):557–568PubMedCrossRef Blank JB, Cawthon PM, Carrion-Petersen ML et al (2005) Overview of recruitment for the osteoporotic fractures in men study (MrOS). Contemp Clin Trials 26(5):557–568PubMedCrossRef
34.
go back to reference Orwoll E, Blank JB, Barrett-Connor E et al (2005) Design and baseline characteristics of the osteoporotic fractures in men (MrOS) study—a large observational study of the determinants of fracture in older men. Contemp Clin Trials 26(5):569–585PubMedCrossRef Orwoll E, Blank JB, Barrett-Connor E et al (2005) Design and baseline characteristics of the osteoporotic fractures in men (MrOS) study—a large observational study of the determinants of fracture in older men. Contemp Clin Trials 26(5):569–585PubMedCrossRef
35.
go back to reference Gluer CC, Eastell R, Reid DM et al (2004) Association of five quantitative ultrasound devices and bone densitometry with osteoporotic vertebral fractures in a population-based sample: the OPUS Study. J Bone Miner Res 19(5):782–793PubMedCrossRef Gluer CC, Eastell R, Reid DM et al (2004) Association of five quantitative ultrasound devices and bone densitometry with osteoporotic vertebral fractures in a population-based sample: the OPUS Study. J Bone Miner Res 19(5):782–793PubMedCrossRef
36.
go back to reference Stewart A, Felsenberg D, Eastell R, Roux C, Gluer CC, Reid DM (2006) Relationship between risk factors and QUS in a European population: the OPUS study. Bone 39(3):609–615PubMedCrossRef Stewart A, Felsenberg D, Eastell R, Roux C, Gluer CC, Reid DM (2006) Relationship between risk factors and QUS in a European population: the OPUS study. Bone 39(3):609–615PubMedCrossRef
37.
go back to reference Krieg MA, Comuz J, Ruffieux C, Burckhardt P (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, Burckhardt P (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
38.
go back to reference Johansson H, Oden A, Johnell O et al (2004) Optimization of BMD measurements to identify high risk groups for treatment—a test analysis. J Bone Miner Res 19(6):906–913PubMedCrossRef Johansson H, Oden A, Johnell O et al (2004) Optimization of BMD measurements to identify high risk groups for treatment—a test analysis. J Bone Miner Res 19(6):906–913PubMedCrossRef
39.
go back to reference McCloskey EV, Beneton M, Charlesworth D et al (2007) Clodronate reduces the incidence of fractures in community-dwelling elderly women unselected for osteoporosis: results of a double-blind, placebo-controlled randomized study. J Bone Miner Res 22(1):135–141PubMedCrossRef McCloskey EV, Beneton M, Charlesworth D et al (2007) Clodronate reduces the incidence of fractures in community-dwelling elderly women unselected for osteoporosis: results of a double-blind, placebo-controlled randomized study. J Bone Miner Res 22(1):135–141PubMedCrossRef
40.
go back to reference Kanis JA, Oden A, Johnell O, Jonsson B, de Laet C, Dawson A (2001) The burden of osteoporotic fractures: a method for setting intervention thresholds. Osteoporos Int 12(5):417–427PubMedCrossRef Kanis JA, Oden A, Johnell O, Jonsson B, de Laet C, Dawson A (2001) The burden of osteoporotic fractures: a method for setting intervention thresholds. Osteoporos Int 12(5):417–427PubMedCrossRef
41.
go back to reference Breslow NE, Day NE (1987) Statistical methods in cancer research. IARC Sci Publ II(32):131–135 Breslow NE, Day NE (1987) Statistical methods in cancer research. IARC Sci Publ II(32):131–135
43.
go back to reference Harrell FJ (2001) General aspects of fitting regression models: regression modeling strategies. Springer Science + Business Media Inc, New YorkCrossRef Harrell FJ (2001) General aspects of fitting regression models: regression modeling strategies. Springer Science + Business Media Inc, New YorkCrossRef
44.
go back to reference Johnell O, Kanis JA, Oden A et al (2005) Predictive value of BMD for hip and other fractures. J Bone Miner Res 20(7):1185–1194PubMedCrossRef Johnell O, Kanis JA, Oden A et al (2005) Predictive value of BMD for hip and other fractures. J Bone Miner Res 20(7):1185–1194PubMedCrossRef
45.
go back to reference Siris ES, Brenneman SK, Miller PD et al (2004) Predictive value of low BMD for 1-year fracture outcomes is similar for postmenopausal women ages 50–64 and 65 and older: results from the National Osteoporosis Risk Assessment (NORA). J Bone Miner Res 19(8):1215–1220PubMedCrossRef Siris ES, Brenneman SK, Miller PD et al (2004) Predictive value of low BMD for 1-year fracture outcomes is similar for postmenopausal women ages 50–64 and 65 and older: results from the National Osteoporosis Risk Assessment (NORA). J Bone Miner Res 19(8):1215–1220PubMedCrossRef
46.
go back to reference Stone KL, Seeley DG, Lui LY et al (2003) BMD at multiple sites and risk of fracture of multiple types: long-term results from the Study of Osteoporotic Fractures. J Bone Miner Res 18(11):1947–1954PubMedCrossRef Stone KL, Seeley DG, Lui LY et al (2003) BMD at multiple sites and risk of fracture of multiple types: long-term results from the Study of Osteoporotic Fractures. J Bone Miner Res 18(11):1947–1954PubMedCrossRef
47.
go back to reference Johnell O, Oden A, Caulin F, Kanis JA (2001) Acute and long-term increase in fracture risk after hospitalization for vertebral fracture. Osteoporos Int 12(3):207–214PubMedCrossRef Johnell O, Oden A, Caulin F, Kanis JA (2001) Acute and long-term increase in fracture risk after hospitalization for vertebral fracture. Osteoporos Int 12(3):207–214PubMedCrossRef
48.
go back to reference Johnell O, Kanis JA, Oden A et al (2004) Fracture risk following an osteoporotic fracture. Osteoporos Int 15(3):175–179PubMedCrossRef Johnell O, Kanis JA, Oden A et al (2004) Fracture risk following an osteoporotic fracture. Osteoporos Int 15(3):175–179PubMedCrossRef
49.
go back to reference Johansson H, Oden A, Karlsson MK, et al (2014) Waning predictive value of serum adiponectin for fracture risk in elderly men: MrOS Sweden. Osteoporos Int Johansson H, Oden A, Karlsson MK, et al (2014) Waning predictive value of serum adiponectin for fracture risk in elderly men: MrOS Sweden. Osteoporos Int
50.
go back to reference Johansson H, Oden A, Kanis J et al (2012) Low serum vitamin D is associated with increased mortality in elderly men: MrOS Sweden. Osteoporos Int 23(3):991–999PubMedCrossRef Johansson H, Oden A, Kanis J et al (2012) Low serum vitamin D is associated with increased mortality in elderly men: MrOS Sweden. Osteoporos Int 23(3):991–999PubMedCrossRef
51.
go back to reference Luukinen H, Kakonen SM, Pettersson K et al (2000) Strong prediction of fractures among older adults by the ratio of carboxylated to total serum osteocalcin. J Bone Miner Res 15(12):2473–2478PubMedCrossRef Luukinen H, Kakonen SM, Pettersson K et al (2000) Strong prediction of fractures among older adults by the ratio of carboxylated to total serum osteocalcin. J Bone Miner Res 15(12):2473–2478PubMedCrossRef
52.
go back to reference Ivaska KK, Gerdhem P, Vaananen HK, Akesson K, Obrant KJ (2010) Bone turnover markers and prediction of fracture: a prospective follow-up study of 1040 elderly women for a mean of 9 years. J Bone Miner Res 25(2):393–403PubMedCrossRef Ivaska KK, Gerdhem P, Vaananen HK, Akesson K, Obrant KJ (2010) Bone turnover markers and prediction of fracture: a prospective follow-up study of 1040 elderly women for a mean of 9 years. J Bone Miner Res 25(2):393–403PubMedCrossRef
53.
go back to reference Miller PD, Siris ES, Barrett-Connor E et al (2002) Prediction of fracture risk in postmenopausal white women with peripheral bone densitometry: evidence from the National Osteoporosis Risk Assessment. J Bone Miner Res 17(12):2222–2230PubMedCrossRef Miller PD, Siris ES, Barrett-Connor E et al (2002) Prediction of fracture risk in postmenopausal white women with peripheral bone densitometry: evidence from the National Osteoporosis Risk Assessment. J Bone Miner Res 17(12):2222–2230PubMedCrossRef
54.
go back to reference Chen JS, March LM, Cumming RG et al (2009) Role of quantitative ultrasound to predict fracture among institutionalised older people with a history of fracture. Osteoporos Int 20(1):105–112PubMedCrossRef Chen JS, March LM, Cumming RG et al (2009) Role of quantitative ultrasound to predict fracture among institutionalised older people with a history of fracture. Osteoporos Int 20(1):105–112PubMedCrossRef
55.
go back to reference Chen JS, Sambrook PN, Simpson JM et al (2009) Risk factors for hip fracture among institutionalised older people. Age Ageing 38(4):429–434PubMedCrossRef Chen JS, Sambrook PN, Simpson JM et al (2009) Risk factors for hip fracture among institutionalised older people. Age Ageing 38(4):429–434PubMedCrossRef
Metadata
Title
Predictive ability of heel quantitative ultrasound for incident fractures: an individual-level meta-analysis
Authors
E. V. McCloskey
J. A. Kanis
A. Odén
N. C. Harvey
D. Bauer
J. González-Macias
D. Hans
S. Kaptoge
M. A. Krieg
T. Kwok
F. Marin
A. Moayyeri
E. Orwoll
C. Gluёr
H. Johansson
Publication date
01-07-2015
Publisher
Springer London
Published in
Osteoporosis International / Issue 7/2015
Print ISSN: 0937-941X
Electronic ISSN: 1433-2965
DOI
https://doi.org/10.1007/s00198-015-3072-7

Other articles of this Issue 7/2015

Osteoporosis International 7/2015 Go to the issue