W D Leslie1, L M Lix, X Wu. 1. University of Manitoba, Winnipeg, MB, Canada. bleslie@sbgh.mb.ca
Abstract
SUMMARY: Failure to account for competing mortality gave higher estimates of 10-year fracture probability than if appropriate adjustment is made for competing mortality, particularly among subgroups with higher mortality. A modified Kaplan-Meier method is easy to implement and provides an alternative approach to existing methods for competing mortality risk adjustment. INTRODUCTION: A unique feature of FRAX(®) is that 10-year fracture probability accounts for mortality as a competing risk. We compared the effect of competing mortality adjustment on nonparametric and parametric methods of fracture probability estimation. METHODS: The Manitoba Bone Mineral Density (BMD) database was used to identify men and women age ≥50 years with FRAX probabilities calculated using femoral neck BMD (N = 39,063). Fractures were assessed from administrative data (N = 2,543 with a major osteoporotic fracture, N = 549 with a hip fracture during mean 5.3 years follow-up). RESULTS: The following subgroups with higher mortality were identified: men, age >80 years, high fracture probability, and presence of diabetes. Failure to account for competing mortality in these subgroups overestimated fracture probability by 16-56 % with the standard nonparametric (Kaplan-Meier) method and 15-29 % with the standard parametric (Cox) model. When the outcome was hip fractures, failure to account for competing mortality overestimated hip fracture probability by 18-36 % and 17-35 %, respectively. A simple modified Kaplan-Meier method showed very close agreement with methods that adjusted for competing mortality (within 2 %). CONCLUSIONS: Failure to account for competing mortality risk gives considerably higher estimates of 10-year fracture probability than if adjustment is made for this competing risk.
SUMMARY: Failure to account for competing mortality gave higher estimates of 10-year fracture probability than if appropriate adjustment is made for competing mortality, particularly among subgroups with higher mortality. A modified Kaplan-Meier method is easy to implement and provides an alternative approach to existing methods for competing mortality risk adjustment. INTRODUCTION: A unique feature of FRAX(®) is that 10-year fracture probability accounts for mortality as a competing risk. We compared the effect of competing mortality adjustment on nonparametric and parametric methods of fracture probability estimation. METHODS: The Manitoba Bone Mineral Density (BMD) database was used to identify men and women age ≥50 years with FRAX probabilities calculated using femoral neck BMD (N = 39,063). Fractures were assessed from administrative data (N = 2,543 with a major osteoporotic fracture, N = 549 with a hip fracture during mean 5.3 years follow-up). RESULTS: The following subgroups with higher mortality were identified: men, age >80 years, high fracture probability, and presence of diabetes. Failure to account for competing mortality in these subgroups overestimated fracture probability by 16-56 % with the standard nonparametric (Kaplan-Meier) method and 15-29 % with the standard parametric (Cox) model. When the outcome was hip fractures, failure to account for competing mortality overestimated hip fracture probability by 18-36 % and 17-35 %, respectively. A simple modified Kaplan-Meier method showed very close agreement with methods that adjusted for competing mortality (within 2 %). CONCLUSIONS: Failure to account for competing mortality risk gives considerably higher estimates of 10-year fracture probability than if adjustment is made for this competing risk.
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Authors: W D Leslie; C Berger; L Langsetmo; L M Lix; J D Adachi; D A Hanley; G Ioannidis; R G Josse; C S Kovacs; T Towheed; S Kaiser; W P Olszynski; J C Prior; S Jamal; N Kreiger; D Goltzman Journal: Osteoporos Int Date: 2010-10-22 Impact factor: 4.507
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Authors: William D Leslie; Helena Johansson; Eugene V McCloskey; Nicholas C Harvey; John A Kanis; Didier Hans Journal: J Bone Miner Res Date: 2018-07-16 Impact factor: 6.741
Authors: William D Leslie; Lisa Langsetmo; Wei Zhou; David Goltzman; Christopher S Kovacs; Jerilynn Prior; Robert Josse; Wojciech P Olszynski; K Shawn Davison; Tassos Anastassiades; Tanveer Towheed; David A Hanley; Stephanie M Kaiser; Brian Lentle; Nancy Kreiger Journal: J Clin Densitom Date: 2014-03-07 Impact factor: 2.617
Authors: Kyla L Naylor; Jerilynn Prior; Amit X Garg; Claudie Berger; Lisa Langsetmo; Jonathan D Adachi; David Goltzman; Christopher S Kovacs; Robert G Josse; William D Leslie Journal: Clin J Am Soc Nephrol Date: 2016-10-24 Impact factor: 8.237
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