Skip to main content
Erschienen in: Osteoporosis International 6/2015

01.06.2015 | Original Article

Trabecular bone score may improve FRAX® prediction accuracy for major osteoporotic fractures in elderly Japanese men: the Fujiwara-kyo Osteoporosis Risk in Men (FORMEN) Cohort Study

verfasst von: M. Iki, Y. Fujita, J. Tamaki, K. Kouda, A. Yura, Y. Sato, J.-S. Moon, R. Winzenrieth, N. Okamoto, N. Kurumatani

Erschienen in: Osteoporosis International | Ausgabe 6/2015

Einloggen, um Zugang zu erhalten

Abstract

Summary

FRAX® is widely used to evaluate fracture risk of individuals in clinical settings. However, FRAX® prediction accuracy is not sufficient, and improvement is desired. Trabecular bone score, a bone microarchitecture index, may improve FRAX® prediction accuracy for major osteoporotic fractures in community-dwelling elderly Japanese men.

Introduction

To improve fracture risk assessment in clinical settings, we evaluated whether the combination of FRAX® and Trabecular Bone Score (TBS) improves the prediction accuracy of major osteoporotic fractures (MOFs) in elderly Japanese men compared to FRAX® alone.

Methods

Two thousand and twelve community-dwelling men aged ≥65 years completed the Fujiwara-kyo Osteoporosis Risk in Men (FORMEN) Baseline Study comprising lumbar spine (LS) and femoral neck areal bone mineral density (aBMD) measurements, and interviews regarding clinical risk factors required to estimate 10-year risk of MOF (hip, spine, distal forearm, and proximal humerus) using the Japanese version of FRAX® (v.3.8). TBS was calculated for the same vertebrae used for LS-aBMD with TBS iNsight software (v.2.1). MOFs that occurred during the follow-up period were identified by interviews or mail and telephone surveys. Prediction accuracy of a logistic model combining FRAX® score and TBS compared to FRAX® alone was evaluated by area under receiver-operating characteristic curves (AUCs), as well as category-free integrated discrimination improvement (IDI) and net reclassification improvement (NRI).

Results

We identified 22 men with MOFs during 8140 person-years (PY) of follow-up among 1872 men; 67 men who suffered from fractures other than MOFs were excluded. Participants with MOFs had significantly lower TBS (p = 0.0015) and higher FRAX® scores (p = 0.0089) than those without. IDI and NRI showed significant improvements in reclassification accuracy using FRAX® plus TBS compared to FRAX® alone (IDI 0.006 (p = 0.0362), NRI 0.452 (p = 0.0351)), although no difference was observed in AUCs between the two.

Conclusions

TBS may improve MOF prediction accuracy of FRAX® for community-dwelling elderly Japanese men.
Literatur
1.
Zurück zum Zitat Anonymous (1993) Consensus development conference: diagnosis, prophylaxis and treatment of osteoporosis. Am J Med 94:646–650CrossRef Anonymous (1993) Consensus development conference: diagnosis, prophylaxis and treatment of osteoporosis. Am J Med 94:646–650CrossRef
2.
Zurück zum Zitat Johnell O, Kanis JA, Oden E, Johansson H, De Laet C, Delmas P, Eisman JA, Fujiwara S, Kroger H, Mellstrom D, Meunier PJ, Melton LJ 3rd, O’Neill T, Pols H, Reeve J, Silman A, Tenenhouse A (2005) Predictive value of aBMD for hip and other fractures. J Bone Miner Res 20:1185–1194PubMedCrossRef Johnell O, Kanis JA, Oden E, Johansson H, De Laet C, Delmas P, Eisman JA, Fujiwara S, Kroger H, Mellstrom D, Meunier PJ, Melton LJ 3rd, O’Neill T, Pols H, Reeve J, Silman A, Tenenhouse A (2005) Predictive value of aBMD for hip and other fractures. J Bone Miner Res 20:1185–1194PubMedCrossRef
3.
Zurück zum Zitat Rubin KH, Abrahamsen B, Friis-Holmberg T, Hjelmborg JV, Bech M, Hermann AP, Barkmann R, Glüer CC, Brixen K (2013) Comparison of different screening tools (FRAX®, OST, ORAI, OSIRIS, SCORE and age alone) to identify women with increased risk of fracture. A population-based prospective study. Bone 56:16–22PubMedCrossRef Rubin KH, Abrahamsen B, Friis-Holmberg T, Hjelmborg JV, Bech M, Hermann AP, Barkmann R, Glüer CC, Brixen K (2013) Comparison of different screening tools (FRAX®, OST, ORAI, OSIRIS, SCORE and age alone) to identify women with increased risk of fracture. A population-based prospective study. Bone 56:16–22PubMedCrossRef
4.
Zurück zum Zitat Tamaki J, Iki M, Kadowaki E, Sato Y, Chiba Y, Akiba T, Matsumoto T, Nishino H, Kagamimori S, Kagawa Y, Yoneshima H (2013) Biochemical markers for bone turnover predict risk of vertebral fractures in postmenopausal women over 10 years: the Japanese Population-based Osteoporosis (JPOS) cohort study. Osteoporos Int 24:887–897PubMedCrossRef Tamaki J, Iki M, Kadowaki E, Sato Y, Chiba Y, Akiba T, Matsumoto T, Nishino H, Kagamimori S, Kagawa Y, Yoneshima H (2013) Biochemical markers for bone turnover predict risk of vertebral fractures in postmenopausal women over 10 years: the Japanese Population-based Osteoporosis (JPOS) cohort study. Osteoporos Int 24:887–897PubMedCrossRef
5.
Zurück zum Zitat Tanaka S, Kuroda T, Saito M, Shiraki M (2011) Urinary pentosidine improves risk classification using fracture risk assessment tools for postmenopausal women. J Bone Miner Res 26:2778–2784PubMedCrossRef Tanaka S, Kuroda T, Saito M, Shiraki M (2011) Urinary pentosidine improves risk classification using fracture risk assessment tools for postmenopausal women. J Bone Miner Res 26:2778–2784PubMedCrossRef
6.
Zurück zum Zitat Bolland MJ, Siu AT, Mason BH, Horne AM, Ames RW, Grey AB, Gamble GD, Reid IR (2011) Evaluation of the FRAX and Garvan fracture risk calculators in older women. J Bone Miner Res 26:420–427PubMedCrossRef Bolland MJ, Siu AT, Mason BH, Horne AM, Ames RW, Grey AB, Gamble GD, Reid IR (2011) Evaluation of the FRAX and Garvan fracture risk calculators in older women. J Bone Miner Res 26:420–427PubMedCrossRef
7.
Zurück zum Zitat Leslie WD, Lix LM (2011) Manitoba bone density program. Absolute fracture risk assessment using lumbar spine and femoral neck bone density measurements: derivation and validation of a hybrid system. J Bone Miner Res 26:460–467PubMedCrossRef Leslie WD, Lix LM (2011) Manitoba bone density program. Absolute fracture risk assessment using lumbar spine and femoral neck bone density measurements: derivation and validation of a hybrid system. J Bone Miner Res 26:460–467PubMedCrossRef
8.
Zurück zum Zitat Osteoporosis Foundation National (2010) Clinician’s guide to prevention and treatment of osteoporosis. National Osteoporosis Foundation, Washington DC Osteoporosis Foundation National (2010) Clinician’s guide to prevention and treatment of osteoporosis. National Osteoporosis Foundation, Washington DC
9.
Zurück zum Zitat Committee on Practice Bulletins-Gynecology, The American College of Obstetricians and Gynecologists (2012) ACOG practice bulletin N. 129. Osteoporos Obstet Gynecol 120:718–734CrossRef Committee on Practice Bulletins-Gynecology, The American College of Obstetricians and Gynecologists (2012) ACOG practice bulletin N. 129. Osteoporos Obstet Gynecol 120:718–734CrossRef
10.
Zurück zum Zitat Kanis JA, Oden A, Johnell O, Johansson H, De Laet C, Brown J et al (2007) The use of clinical risk factors enhances the performance of BMD in the prediction of hip and osteoporotic fractures in men and women. Osteoporos Int 18:1033–1046PubMedCrossRef Kanis JA, Oden A, Johnell O, Johansson H, De Laet C, Brown J et al (2007) The use of clinical risk factors enhances the performance of BMD in the prediction of hip and osteoporotic fractures in men and women. Osteoporos Int 18:1033–1046PubMedCrossRef
11.
Zurück zum Zitat Winzenrieth R, Michelet F, Hans D (2013) Three-dimensional (3D) microarchitecture correlations with 2D projection image gray-level variations assessed by trabecular bone score using high-resolution computed tomographic acquisitions: effects of resolution and noise. J Clin Densitom 16:287–296PubMedCrossRef Winzenrieth R, Michelet F, Hans D (2013) Three-dimensional (3D) microarchitecture correlations with 2D projection image gray-level variations assessed by trabecular bone score using high-resolution computed tomographic acquisitions: effects of resolution and noise. J Clin Densitom 16:287–296PubMedCrossRef
12.
Zurück zum Zitat Hans D, Barthe N, Boutroy S, Pothuaud L, Winzenrieth R, Krieg MA (2011) Correlations between trabecular bone score, measured using anteroposterior dual-energy X-ray absorptiometry acquisition, and 3-dimensional parameters of bone microarchitecture: an experimental study on human cadaver vertebrae. J Clin Densitom 14:302–312PubMedCrossRef Hans D, Barthe N, Boutroy S, Pothuaud L, Winzenrieth R, Krieg MA (2011) Correlations between trabecular bone score, measured using anteroposterior dual-energy X-ray absorptiometry acquisition, and 3-dimensional parameters of bone microarchitecture: an experimental study on human cadaver vertebrae. J Clin Densitom 14:302–312PubMedCrossRef
13.
Zurück zum Zitat Silva BC, Leslie WD, Resch H, Lamy O, Lesnyak O, Binkley N, McCloskey EV, Kanis JA, Bilezikian JP (2014) Trabecular bone score: a noninvasive analytical method based upon the DXA image. J Bone Miner Res 29:518–530PubMedCrossRef Silva BC, Leslie WD, Resch H, Lamy O, Lesnyak O, Binkley N, McCloskey EV, Kanis JA, Bilezikian JP (2014) Trabecular bone score: a noninvasive analytical method based upon the DXA image. J Bone Miner Res 29:518–530PubMedCrossRef
14.
Zurück zum Zitat Roux JP, Wegrzyn J, Boutroy S, Bouxsein ML, Hans D, Chapurlat R (2013) The predictive value of trabecular bone score (TBS) on whole lumbar vertebrae mechanics: an ex vivo study. Osteoporos Int 24:2455–2460PubMedCrossRef Roux JP, Wegrzyn J, Boutroy S, Bouxsein ML, Hans D, Chapurlat R (2013) The predictive value of trabecular bone score (TBS) on whole lumbar vertebrae mechanics: an ex vivo study. Osteoporos Int 24:2455–2460PubMedCrossRef
15.
Zurück zum Zitat Pothuaud L, Barthe N, Krieg MA, Mehsen N, Carceller P, Hans D (2009) Evaluation of the potential use of trabecular bone score to complement bone mineral density in the diagnosis of osteoporosis: a preliminary spine BMD-matched case–control study. J Clin Densitom 12:170–176PubMedCrossRef Pothuaud L, Barthe N, Krieg MA, Mehsen N, Carceller P, Hans D (2009) Evaluation of the potential use of trabecular bone score to complement bone mineral density in the diagnosis of osteoporosis: a preliminary spine BMD-matched case–control study. J Clin Densitom 12:170–176PubMedCrossRef
16.
Zurück zum Zitat Winzenrieth R, Dufour R, Pothuaud L, Hans D (2010) A retrospective case–control study assessing the role of trabecular bone score in postmenopausal Caucasian women with osteopenia: analyzing the odds of vertebral fracture. Calcif Tissue Int 86:104–109PubMedCrossRef Winzenrieth R, Dufour R, Pothuaud L, Hans D (2010) A retrospective case–control study assessing the role of trabecular bone score in postmenopausal Caucasian women with osteopenia: analyzing the odds of vertebral fracture. Calcif Tissue Int 86:104–109PubMedCrossRef
17.
Zurück zum Zitat Rabier B, Heraud A, Grand-Lenoir C, Winzenrieth R, Hans D (2010) A multicentre, retrospective case–control study assessing the role of trabecular bone score (TBS) in menopausal Caucasian women with low areal bone mineral density (BMDa): Analysing the odds of vertebral fracture. Bone 46:176–181PubMedCrossRef Rabier B, Heraud A, Grand-Lenoir C, Winzenrieth R, Hans D (2010) A multicentre, retrospective case–control study assessing the role of trabecular bone score (TBS) in menopausal Caucasian women with low areal bone mineral density (BMDa): Analysing the odds of vertebral fracture. Bone 46:176–181PubMedCrossRef
18.
Zurück zum Zitat Hans D, Goertzen AL, Krieg MA, Leslie WD (2011) Bone microarchitecture assessed by TBS predicts osteoporotic fractures independent of bone density: the Manitoba study. J Bone Miner Res 26:2762–2769PubMedCrossRef Hans D, Goertzen AL, Krieg MA, Leslie WD (2011) Bone microarchitecture assessed by TBS predicts osteoporotic fractures independent of bone density: the Manitoba study. J Bone Miner Res 26:2762–2769PubMedCrossRef
19.
Zurück zum Zitat Boutroy S, Hans D, Sornay-Rendu E, Vilayphiou N, Winzenrieth R, Chapurlat R (2013) Trabecular bone score improves fracture risk prediction in non-osteoporotic women: the OFELY study. Osteoporos Int 24:77–85PubMedCrossRef Boutroy S, Hans D, Sornay-Rendu E, Vilayphiou N, Winzenrieth R, Chapurlat R (2013) Trabecular bone score improves fracture risk prediction in non-osteoporotic women: the OFELY study. Osteoporos Int 24:77–85PubMedCrossRef
20.
Zurück zum Zitat Iki M, Tamaki J, Kadowaki E, Sato Y, Dongmei N, Winzenrieth R, Kagamimori S, Kagawa Y, Yoneshima H (2014) Trabecular Bone Score (TBS) predicts vertebral fractures in japanese women over 10 years independently of bone density and prevalent vertebral deformity: the Japanese Population-Based Osteoporosis (JPOS) cohort study. J Bone Miner Res 29:399–407PubMedCrossRef Iki M, Tamaki J, Kadowaki E, Sato Y, Dongmei N, Winzenrieth R, Kagamimori S, Kagawa Y, Yoneshima H (2014) Trabecular Bone Score (TBS) predicts vertebral fractures in japanese women over 10 years independently of bone density and prevalent vertebral deformity: the Japanese Population-Based Osteoporosis (JPOS) cohort study. J Bone Miner Res 29:399–407PubMedCrossRef
21.
Zurück zum Zitat Leslie WD, Johansson H, Kanis JA, Lamy O, Oden A, McCloskey EV, Hans D (2014) Lumbar spine texture enhances 10-year fracture probability assessment. Osteoporos Int 25:2271–2277PubMedCrossRef Leslie WD, Johansson H, Kanis JA, Lamy O, Oden A, McCloskey EV, Hans D (2014) Lumbar spine texture enhances 10-year fracture probability assessment. Osteoporos Int 25:2271–2277PubMedCrossRef
22.
Zurück zum Zitat Leslie WD, Aubry-Rozier B, Lix LM, Morin SN, Majumdar SR, Hans D (2014) Spine bone texture assessed by trabecular bone score (TBS) predicts osteoporotic fractures in men: the Manitoba bone density program. Bone 67:10–14PubMedCrossRef Leslie WD, Aubry-Rozier B, Lix LM, Morin SN, Majumdar SR, Hans D (2014) Spine bone texture assessed by trabecular bone score (TBS) predicts osteoporotic fractures in men: the Manitoba bone density program. Bone 67:10–14PubMedCrossRef
23.
Zurück zum Zitat Iki M, Fujita Y, Tamaki J, Kouda K, Yura A, Kadowaki E, Sato Y, Moon JS, Okamoto N, Kurumatani N, Study Group for Functioning Capacity and Quality of Life in Elderly Japanese (Fujiwara-kyo Study Group) (2009) Design and baseline characteristics of a prospective cohort study for determinants of osteoporotic fracture in community-dwelling elderly Japanese men: the Fujiwara-kyo osteoporosis risk in men (FORMEN) study. BMC Musculoskelet Disord 10:165PubMedCentralPubMedCrossRef Iki M, Fujita Y, Tamaki J, Kouda K, Yura A, Kadowaki E, Sato Y, Moon JS, Okamoto N, Kurumatani N, Study Group for Functioning Capacity and Quality of Life in Elderly Japanese (Fujiwara-kyo Study Group) (2009) Design and baseline characteristics of a prospective cohort study for determinants of osteoporotic fracture in community-dwelling elderly Japanese men: the Fujiwara-kyo osteoporosis risk in men (FORMEN) study. BMC Musculoskelet Disord 10:165PubMedCentralPubMedCrossRef
24.
Zurück zum Zitat Leslie WD, Lix LM, Johansson H, Oden A, McCloskey E, Kanis JA, Program MBD (2012) Does osteoporosis therapy invalidate FRAX for fracture prediction? J Bone Miner Res 27:1243–1251PubMedCrossRef Leslie WD, Lix LM, Johansson H, Oden A, McCloskey E, Kanis JA, Program MBD (2012) Does osteoporosis therapy invalidate FRAX for fracture prediction? J Bone Miner Res 27:1243–1251PubMedCrossRef
25.
Zurück zum Zitat Fujiwara S, Nakamura T, Orimo H, Hosoi T, Gorai I, Oden A, Johansson H, Kanis JA (2008) Development and application of a Japanese model of the WHO fracture risk assessment tool (FRAX™). Osteoporos Int 19:429–435PubMedCentralPubMedCrossRef Fujiwara S, Nakamura T, Orimo H, Hosoi T, Gorai I, Oden A, Johansson H, Kanis JA (2008) Development and application of a Japanese model of the WHO fracture risk assessment tool (FRAX™). Osteoporos Int 19:429–435PubMedCentralPubMedCrossRef
26.
Zurück zum Zitat Orimo H, Sugioka Y, Fukunaga M, Muto Y, Hotokebuchi T, Gorai I, Nakamura T, Kushida K, Tanaka H, Ikai T, Oh-hashi Y (1998) Diagnostic criteria of primary osteoporosis. J Bone Miner Metab 16:139–150CrossRef Orimo H, Sugioka Y, Fukunaga M, Muto Y, Hotokebuchi T, Gorai I, Nakamura T, Kushida K, Tanaka H, Ikai T, Oh-hashi Y (1998) Diagnostic criteria of primary osteoporosis. J Bone Miner Metab 16:139–150CrossRef
27.
Zurück zum Zitat Lewiecki EM, Gordon CM, Baim S, Leonard MB, Bishop NJ, Bianchi ML, Kalkwarf HJ, Langman CB, Plotkin H, Rauch F, Zemel BS, Binkley N, Bilezikian JP, Kendler DL, Hans DB, Silverman S (2008) International society for clinical densitometry 2007 adult and pediatric official positions. Bone 43:1115–1121PubMedCrossRef Lewiecki EM, Gordon CM, Baim S, Leonard MB, Bishop NJ, Bianchi ML, Kalkwarf HJ, Langman CB, Plotkin H, Rauch F, Zemel BS, Binkley N, Bilezikian JP, Kendler DL, Hans DB, Silverman S (2008) International society for clinical densitometry 2007 adult and pediatric official positions. Bone 43:1115–1121PubMedCrossRef
28.
Zurück zum Zitat Iki M, Kagamimori S, Kagawa Y, Matsuzaki T, Yoneshima H, Marumo F (2001) Bone mineral density of the spine, hip and distal forearm in representative samples of the Japanese female population: Japanese Population-Based Osteoporosis (JPOS) Study. Osteoporos Int 12:529–537PubMedCrossRef Iki M, Kagamimori S, Kagawa Y, Matsuzaki T, Yoneshima H, Marumo F (2001) Bone mineral density of the spine, hip and distal forearm in representative samples of the Japanese female population: Japanese Population-Based Osteoporosis (JPOS) Study. Osteoporos Int 12:529–537PubMedCrossRef
29.
Zurück zum Zitat Akaike H (1973) Information theory and an extension of the maximum likelihood principle. In: Petrov BN, Csaki F (eds) Proceedings of the second international symposium on information theory. Akademiai Kiado, Budapest, pp 267–281 Akaike H (1973) Information theory and an extension of the maximum likelihood principle. In: Petrov BN, Csaki F (eds) Proceedings of the second international symposium on information theory. Akademiai Kiado, Budapest, pp 267–281
30.
Zurück zum Zitat DeLong ER, DeLong DM, Clarke-Pearson DL (1988) Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44:837–845PubMedCrossRef DeLong ER, DeLong DM, Clarke-Pearson DL (1988) Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44:837–845PubMedCrossRef
31.
Zurück zum Zitat Sakamoto Y, Ishiguro M, Kitagawa G (1986) Akaike information criterion statistics. Reidel, Dordrecht, pp 56–85 Sakamoto Y, Ishiguro M, Kitagawa G (1986) Akaike information criterion statistics. Reidel, Dordrecht, pp 56–85
32.
Zurück zum Zitat 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 207–212PubMedCrossRef 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 207–212PubMedCrossRef
34.
Zurück zum Zitat Iki M, Tamaki J, Sato Y, Winzenrieth R, Kagamimori S, Kagawa Y, Yoneshima H (2015) Age-related normative values of trabecular bone score (TBS) for Japanese women: the Japanese Population-based Osteoporosis (JPOS) study. Osteoporos Int 26:245–252PubMedCrossRef Iki M, Tamaki J, Sato Y, Winzenrieth R, Kagamimori S, Kagawa Y, Yoneshima H (2015) Age-related normative values of trabecular bone score (TBS) for Japanese women: the Japanese Population-based Osteoporosis (JPOS) study. Osteoporos Int 26:245–252PubMedCrossRef
35.
Zurück zum Zitat Cook NR, Ridker PM (2009) Advances in measuring the effect of individual predictors of cardiovascular risk: the role of reclassification measures. Ann Intern Med 150:795–802PubMedCentralPubMedCrossRef Cook NR, Ridker PM (2009) Advances in measuring the effect of individual predictors of cardiovascular risk: the role of reclassification measures. Ann Intern Med 150:795–802PubMedCentralPubMedCrossRef
36.
Zurück zum Zitat Hilden J, Gerds TA (2014) A note on the evaluation of novel biomarkers: do not rely on integrated discrimination improvement and net reclassification index. Stat Med 33:3405–3414PubMedCrossRef Hilden J, Gerds TA (2014) A note on the evaluation of novel biomarkers: do not rely on integrated discrimination improvement and net reclassification index. Stat Med 33:3405–3414PubMedCrossRef
37.
Zurück zum Zitat Leening MJ, Vedder MM, Witteman JC, Pencina MJ, Steyerberg EW (2014) Net reclassification improvement: computation, interpretation, and controversies: a literature review and clinician’s guide. Ann Intern Med 160:122–131PubMedCrossRef Leening MJ, Vedder MM, Witteman JC, Pencina MJ, Steyerberg EW (2014) Net reclassification improvement: computation, interpretation, and controversies: a literature review and clinician’s guide. Ann Intern Med 160:122–131PubMedCrossRef
38.
Zurück zum Zitat Merry AH, Boer JM, Schouten LJ, Ambergen T, Steyerberg EW, Feskens EJM et al (2012) Risk prediction of incident coronary heart disease in The Netherlands: re-estimation and improvement of the SCORE risk function. Eur J Prev Cardiol 19:840–8PubMedCrossRef Merry AH, Boer JM, Schouten LJ, Ambergen T, Steyerberg EW, Feskens EJM et al (2012) Risk prediction of incident coronary heart disease in The Netherlands: re-estimation and improvement of the SCORE risk function. Eur J Prev Cardiol 19:840–8PubMedCrossRef
39.
Zurück zum Zitat Siontis GCM, Tzoulaki I, Siontis KC, Ioannidis JPA (2012) Comparisons of established risk prediction models for cardiovascular disease: systematic review. BMJ 344:e3318PubMedCrossRef Siontis GCM, Tzoulaki I, Siontis KC, Ioannidis JPA (2012) Comparisons of established risk prediction models for cardiovascular disease: systematic review. BMJ 344:e3318PubMedCrossRef
40.
Zurück zum Zitat Statistics and Information Department, Ministry of Health, Labour and Welfare (2014) Vital statistics of Japan 2012. Health Labour and Welfare Statistics Association, Tokyo Statistics and Information Department, Ministry of Health, Labour and Welfare (2014) Vital statistics of Japan 2012. Health Labour and Welfare Statistics Association, Tokyo
41.
Zurück zum Zitat Ismail AA, O’Neill TW, Cockerill W, Finn JD, Cannata JB, Hoszowski K, Johnell O, Matthis C, Raspe H, Raspe A, Reeve J, Silman AJ (2000) Validity of self-report of fractures: results from a prospective study in men and women across Europe. EPOS study group. European prospective osteoporosis study group. Osteoporos Int 11:248–254PubMedCrossRef Ismail AA, O’Neill TW, Cockerill W, Finn JD, Cannata JB, Hoszowski K, Johnell O, Matthis C, Raspe H, Raspe A, Reeve J, Silman AJ (2000) Validity of self-report of fractures: results from a prospective study in men and women across Europe. EPOS study group. European prospective osteoporosis study group. Osteoporos Int 11:248–254PubMedCrossRef
42.
Zurück zum Zitat Siggeirsdottir K, Aspelund T, Sigurdsson G, Mogensen B, Chang M, Jonsdottir B, Eiriksdottir G, Launer LJ, Harris TB, Jonsson BY, Gudnason V (2007) Inaccuracy in self-report of fractures may underestimate association with health outcomes when compared with medical record based fracture registry. Eur J Epidemiol 22:631–639PubMedCrossRef Siggeirsdottir K, Aspelund T, Sigurdsson G, Mogensen B, Chang M, Jonsdottir B, Eiriksdottir G, Launer LJ, Harris TB, Jonsson BY, Gudnason V (2007) Inaccuracy in self-report of fractures may underestimate association with health outcomes when compared with medical record based fracture registry. Eur J Epidemiol 22:631–639PubMedCrossRef
Metadaten
Titel
Trabecular bone score may improve FRAX® prediction accuracy for major osteoporotic fractures in elderly Japanese men: the Fujiwara-kyo Osteoporosis Risk in Men (FORMEN) Cohort Study
verfasst von
M. Iki
Y. Fujita
J. Tamaki
K. Kouda
A. Yura
Y. Sato
J.-S. Moon
R. Winzenrieth
N. Okamoto
N. Kurumatani
Publikationsdatum
01.06.2015
Verlag
Springer London
Erschienen in
Osteoporosis International / Ausgabe 6/2015
Print ISSN: 0937-941X
Elektronische ISSN: 1433-2965
DOI
https://doi.org/10.1007/s00198-015-3092-3

Weitere Artikel der Ausgabe 6/2015

Osteoporosis International 6/2015 Zur Ausgabe

Arthropedia

Grundlagenwissen der Arthroskopie und Gelenkchirurgie. Erweitert durch Fallbeispiele, Videos und Abbildungen. 
» Jetzt entdecken

Update Orthopädie und Unfallchirurgie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.