External Validation of the Garvan Nomograms for Predicting Absolute Fracture Risk: The Tromso Study

被引:34
作者
Ahmed, Luai A. [1 ]
Nguyen, Nguyen D. [2 ]
Bjornerem, Ashild [1 ]
Joakimsen, Ragnar M. [3 ,4 ]
Jorgensen, Lone [1 ]
Stormer, Jan [5 ]
Bliuc, Dana [2 ]
Center, Jacqueline R. [2 ,6 ,8 ]
Eisman, John A. [2 ,6 ,7 ,8 ]
Nguyen, Tuan V. [2 ,8 ,9 ,10 ]
Emaus, Nina [1 ]
机构
[1] UiT, Fac Hlth Sci, Dept Hlth & Care Sci, Tromso, Norway
[2] Garvan Inst Med Res, Osteoporosis & Bone Biol Program, Sydney, NSW, Australia
[3] UiT, Fac Hlth Sci, Dept Clin Med, Tromso, Norway
[4] Univ Hosp Northern Norway, Med Clin, Tromso, Norway
[5] Univ Hosp Northern Norway, Dept Radiol, Tromso, Norway
[6] St Vincents Hosp, Dept Endocrinol, Sydney, NSW 2010, Australia
[7] Univ Notre Dame Australia, Sch Med Sydney, Sydney, NSW, Australia
[8] UNSW Australia, St Vincents Clin Sch, Sydney, NSW, Australia
[9] Univ New S Wales, Sch Publ Hlth & Community Med, Sydney, NSW, Australia
[10] Univ Technol Sydney, Ctr Hlth Technol, Sydney, NSW 2007, Australia
来源
PLOS ONE | 2014年 / 9卷 / 09期
关键词
OSTEOPOROTIC FRACTURES; OLDER WOMEN; PERFORMANCE; OUTCOMES; MODELS; FRAX;
D O I
10.1371/journal.pone.0107695
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Absolute risk estimation is a preferred approach for assessing fracture risk and treatment decision making. This study aimed to evaluate and validate the predictive performance of the Garvan Fracture Risk Calculator in a Norwegian cohort. Methods: The analysis included 1637 women and 1355 aged 60+ years from the Tromso study. All incident fragility fractures between 2001 and 2009 were registered. The predicted probabilities of non-vertebral osteoporotic and hip fractures were determined using models with and without BMD. The discrimination and calibration of the models were assessed. Reclassification analysis was used to compare the models performance. Results: The incidence of osteoporotic and hip fracture was 31.5 and 8.6 per 1000 population in women, respectively; in men the corresponding incidence was 12.2 and 5.1. The predicted 5-year and 10-year probability of fractures was consistently higher in the fracture group than the non-fracture group for all models. The 10-year predicted probabilities of hip fracture in those with fracture was 2.8 women) to 3.1 times men) higher than those without fracture. There was a close agreement between predicted and observed risk in both sexes and up to the fifth quintile. Among those in the highest quintile of risk, the models over-estimated the risk of fracture. Models with BMD performed better than models with body weight in correct classification of risk in individuals with and without fracture. The overall net decrease in reclassification of the model with weight compared to the model with BMD was 10.6% p = 0.008) in women and 17.2% p = 0.001) in men for osteoporotic fractures, and 13.3% p = 0.07) in women and 17.5% p = 0.09) in men for hip fracture. Conclusions: The Garvan Fracture Risk Calculator is valid and clinically useful in identifying individuals at high risk of fracture. The models with BMD performed better than those with body weight in fracture risk prediction.
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页数:8
相关论文
共 24 条
[1]   Prognosis and prognostic research: validating a prognostic model [J].
Altman, Douglas G. ;
Vergouwe, Yvonne ;
Royston, Patrick ;
Moons, Karel G. M. .
BMJ-BRITISH MEDICAL JOURNAL, 2009, 338 :1432-1435
[2]   Evaluation of the FRAX and Garvan Fracture Risk Calculators in Older Women [J].
Bolland, Mark J. ;
Siu, Amanda T. Y. ;
Mason, Barbara H. ;
Horne, Anne M. ;
Ames, Ruth W. ;
Grey, Andrew B. ;
Gamble, Greg D. ;
Reid, Ian R. .
JOURNAL OF BONE AND MINERAL RESEARCH, 2011, 26 (02) :420-427
[3]   Geographic trends in incidence of hip fractures: a comprehensive literature review [J].
Cheng, S. Y. ;
Levy, A. R. ;
Lefaivre, K. A. ;
Guy, P. ;
Kuramoto, L. ;
Sobolev, B. .
OSTEOPOROSIS INTERNATIONAL, 2011, 22 (10) :2575-2586
[4]   Osteoporosis: disease severity and consequent fracture management [J].
Cooper, C. .
OSTEOPOROSIS INTERNATIONAL, 2010, 21 :425-429
[5]   Epidemiology and outcomes of osteoporotic fractures [J].
Cummings, SR ;
Melton, LJ .
LANCET, 2002, 359 (9319) :1761-1767
[6]   Bone mineral density at the hip in Norwegian women and men-prevalence of osteoporosis depends on chosen references: the Tromso Study [J].
Emaus, Nina ;
Omsland, Tone K. ;
Ahmed, Luai Awad ;
Grimnes, Guri ;
Sneve, Monica ;
Berntsen, Gro K. .
EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2009, 24 (06) :321-328
[7]  
Harrell FE, 1996, STAT MED, V15, P361, DOI 10.1002/(SICI)1097-0258(19960229)15:4<361::AID-SIM168>3.0.CO
[8]  
2-4
[9]   Cohort profile: The Tromso Study [J].
Jacobsen, Bjarne K. ;
Eggen, Anne Elise ;
Mathiesen, Ellisiv B. ;
Wilsgaard, Tom ;
Njolstad, Inger .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2012, 41 (04) :961-967
[10]   The Tromso study: Registration of fractures, how good are self-reports, a computerized radiographic register and a discharge register? [J].
Joakimsen, RM ;
Fonnebo, V ;
Sogaard, AJ ;
Tollan, A ;
Stormer, J ;
Magnus, JH .
OSTEOPOROSIS INTERNATIONAL, 2001, 12 (12) :1001-1005