Improved fracture prediction by identifying and integrating novel risk factors in fracture risk assessment.
Abstract
Abstract
Osteoporosis causes significant morbidity and healthcare costs through fragility fractures, with substantial gaps remaining in fracture risk assessment, particularly in older women.
This thesis presents four studies from the SUPERB cohort (3,028 women aged 75-80, Gothenburg 2013-2016) examining: (1) type 2 diabetes (T2D) impact on fracture risk; (2) bone marrow adiposity assessment using HRpQCT; (3) FRAXplus® risk prediction enhancement; and (4) population-based screening effectiveness.
Results: T2D women (n=294) showed higher BMD but increased fracture risk (HR 1.26, 95% CI 1.04-1.54) with physical function impairment as a key associated factor. Bone marrow fat fraction independently predicted fractures (HR 1.20-1.24 per SD), mediated through femoral neck BMD. FRAXplus adjustments improved risk stratification with upward probability adjustments for most women, with 11.2% reclassification above intervention thresholds and a net reclassification improvement of 4.82 (95% CI: 1.87-7.77%). Population screening achieved 5-fold (HR 5.00, 95% CI 4.39-5.74) increased treatment rates in 443 osteoporotic women and significantly reduced fracture risk compared to non-osteoporotic controls (n=2,585).
Conclusions: Physical function impairment explains increased T2D fracture risk despite higher BMD. Bone marrow adiposity represents a novel HRpQCT-accessible biomarker. FRAXplus enhances risk prediction accuracy. Population screening effectively increases treatment uptake and reduces fracture risk in real-world settings.
Parts of work
I. Zoulakis M, Johansson L, Litsne H, Axelsson K, Lorentzon M. Type 2 Diabetes and Fracture Risk in Older Women. JAMA Network Open. 2024; 7(8):e2425106.
https://doi.org/10.1001/jamanetworkopen.2024.25106 II. Zoulakis M, Axelsson KF, Litsne H, Johansson L , Lorentzon M. Bone Marrow Adiposity Assessed by HRpQCT Is Related to Fracture Risk and Bone Mineral Density in Older Swedish Women.
The Journal of Clinical Endocrinology and Metabolism 2025;110(4):dgaf216.
https://doi.org/10.1210/clinem/dgaf216 III. Zoulakis M, Johansson H, Harvey NC, Axelsson KF, Litsne H, Johansson L, Schini M, Vandenput L, McCloskey EV, Kanis JA, Lorentzon M. Effect of FRAXplus Adjustments on Fracture Risk Reclassification in Older Swedish - Results from the SUPERB Study.Osteoporos Int 36, 1649–1659 (2025). https://doi.org/10.1007/s00198-025-07588-w IV. Zoulakis M, Axelsson KF, Litsne H, Johansson L , Lorentzon M, Real-World effectiveness of osteoporosis screening in older Swedish women (SUPERB). Bone. 2024; 187:117204. https://doi.org/10.1016/j.bone.2024.117204
Degree
Doctor of Philosophy (Medicine)
University
University of Gothenburg. Sahlgrenska Academy
Institution
Institute of Medicine. Department of Internal Medicine
Disputation
Fredagen den 12 december, kl. 9.00, Mölndalsaulan, Biskopsbogatan 27, Sahlgrenska universitetssjukhus/Mölndal, Mölndal
Date of defence
2025-12-12
michail.zoulakis@gu.se
Date
2025-11-12Author
Zoulakis, Michail
Keywords
Osteoporosis
fracture risk
type 2 diabetes
bone marrow adiposity
HRpQCT
FRAXplus
screening
older women
Publication type
Doctoral thesis
ISBN
978-91-8115-429-0 (tryck)
978-91-8115-430-6 (PDF)
Language
eng