Hypertension, comorbidities, and fracture type in older adults: a mediation analysis
Main Article Content
Abstract
Introduction: Fragility fractures in older adults often coexist with comorbidities, affecting their location and severity.
Objective: To analyze whether the number of comorbidities acts as a mediator in the association between hypertension and fragility fracture type in older adults.
Materials and methods: A cross-sectional study based on secondary data from 719 adults aged ≥50 years with non-vertebral fragility fractures. Hayes’ PROCESS model 4 was used to assess whether the total number of comorbidities mediated the association between hypertension and fracture type (upper vs. lower limb). Linear and logistic regressions were adjusted for age, sex, diabetes, dyslipidemia, smoking, and calcium/vitamin D supplementation. Bootstrap resampling with 5000 iterations was applied. Results were illustrated in a mediation model diagram to represent the theoretical analytical framework.
Results: Hypertension (B=1.35; p<0.001), diabetes mellitus (B=1.09; p<0.001), dyslipidemia (B=1.36; p<0.001), and vitamin D use (B=0.73; p<0.001) were associated with a higher number of comorbidities. In the logistic regression, a direct positive association between hypertension and upper limb fractures was observed (B=0.43; p=0.042), along with a significant indirect association mediated by comorbidities (B=–0.48; 95% CI: –0.73 to –0.28). A higher number of comorbidities was associated with lower limb fractures (B=–0.36; p<0.001). Sex (B=–0.50; p=0.012), dyslipidemia (B=0.82; p<0.001), smoking (B=0.42; p=0.033), and low calcium intake (B=–0.71; p=0.008) were also significant.
Conclusions: Hypertension was associated with upper limb fractures; however, this association was attenuated or reversed in the presence of multiple comorbidities, favoring lower limb fractures.
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References
Hurtado Y, Hernández OA, De Leon DPA, Duque G. Challenges in delivering effective care for older persons with fragility fractures. Clin Interv Aging [Internet]. 2024;19:133-40. Disponible en: http://dx.doi.org/10.2147/CIA.S433999
Jha SS. Fragility fracture: 10 commandments. Indian J Orthop [Internet]. 2025;59(3):244-55. Disponible en: http://dx.doi.org/10.1007/s43465-025-01356-y
Li C, Zeng Y, Tao L, Liu S, Ni Z, Huang Q, et al. Meta-analysis of hypertension and osteoporotic fracture risk in women and men. OsteoporosInt [Internet]. 2017;28(8):2309-18. Disponible en: http://dx.doi.org/10.1007/s00198-017-4050-z
Hu Z, Yang K, Hu Z, Li M, Wei H, Tang Z, et al. Determining the association between hypertension and bone metabolism markers in osteoporotic patients. Medicine (Baltimore) [Internet]. 2021;100(24):e26276. Disponible en: http://dx.doi.org/10.1097/MD.0000000000026276
Kanis JA, Johnell O, Oden A, Johansson H, De Laet C, Eisman JA, et al. Smoking and fracture risk: a meta-analysis. Osteoporos Int [Internet]. 2005;16(2):155-62. Disponible en: http://dx.doi.org/10.1007/s00198-004-1640-3
Jones CH, Dolsten M. Healthcare on the brink: navigating the challenges of an aging society in the United States. NPJ Aging [Internet]. 2024;10(1):22. Disponible en: http://dx.doi.org/10.1038/s41514-024-00148-2
Onizuka N, Onizuka T. Disparities in osteoporosis prevention and care: Understanding gender, racial, and ethnic dynamics. Curr Rev Musculoskelet Med [Internet]. 2024;17(9):365-72. Disponible en: http://dx.doi.org/10.1007/s12178-024-09909-8
Torres-Reveron A, Serra-Torres M. Retrospective analysis of the use of osteoporosis medication at the presentation of non-vertebral fragility fractures in a predominantly Hispanic population. F1000Res [Internet]. 2021 [citado 13 de noviembre de 2024];10(175):175. Disponible en: https://f1000research.com/articles/10-175/pdf
Jung SJ. Introduction to mediation analysis and examples of its application to real-world data. J Prev Med Public Health [Internet]. 2021;54(3):166-72. Disponible en: http://dx.doi.org/10.3961/jpmph.21.069
Dąbrowska E, Narkiewicz K. Hypertension and dyslipidemia: The two partners in endothelium-related crime. Curr Atheroscler Rep [Internet]. 2023;25(9):605-12. Disponible en: http://dx.doi.org/10.1007/s11883-023-01132-z
Nagpal AK, Muthukrishnan J. The calcium and vitamin D dilemma: To D or not to D? Med J Armed Forces India [Internet]. 2015;71(4):315-6. Disponible en: http://dx.doi.org/10.1016/j.mjafi.2015.09.011
Whittier DE, Manske SL, Billington E, Walker RE, Schneider PS, Burt LA, et al. Hip fractures in older adults are associated with the low density bone phenotype and heterogeneous deterioration of bone microarchitecture. J Bone Miner Res [Internet]. 2022;37(10):1963-72. Disponible en: http://dx.doi.org/10.1002/jbmr.4663
Trevisan C, Alessi A, Girotti G, Zanforlini BM, Bertocco A, Mazzochin M, et al. The impact of smoking on bone metabolism, bone mineral density and vertebral fractures in postmenopausal women. J Clin Densitom [Internet]. 2020;23(3):381-9. Disponible en: http://dx.doi.org/10.1016/j.jocd.2019.07.007
Anagnostis P, Florentin M, Livadas S, Lambrinoudaki I, Goulis DG. Bone health in patients with dyslipidemias: An underestimated aspect. Int J Mol Sci [Internet]. 2022;23(3):1639. Disponible en: http://dx.doi.org/10.3390/ijms23031639
Rodrigues F, Domingos C, Monteiro D, Morouço P. A review on aging, sarcopenia, falls, and resistance training in community-dwelling older adults. Int J Environ Res Public Health [Internet]. 2022;19(2):874. Disponible en: http://dx.doi.org/10.3390/ijerph19020874