The Silent Threats of Aging: Fear of Fragile Bones, Stiff Arteries, or Time’s Inevitable Betrayal? An Age-Matched Study
Maja Avramovska 1 2,
Petar Jovan Avramovski 2 3 * ,
Liljana Todorovska 4,
Biljana Taleva 5,
Kosta Sotiroski 6,
Dejan Zdraveski 7 More Detail
1 Department of Obstetrics and Gynecology, Clinical Hospital D-r Trifun Panovski, North Macedonia
2 University St. Clement of Ohrid, Bitola, North Macedonia
3 Clinical Hospital D-r Trifun Panovski, Bitola, North Macedonia.
4 Clinicl hospital D-r Trifun Panovski, Bitola, North Macedonia, Department of Nuclear Medicine
5 Department of Children Surgery, “Mother Teresa Clinical Center – Skopje”, Skopje, North Macedonia.
6 University St. Clement of Ohrid, Bitola, Faculty of Economics – Prilep, Depatment of Statistics, North Macedonia.
7 University St. Clement of Ohrid, Bitola, Faculty of economics, Prilep, North Macedonia
* Corresponding Author
J CLIN MED KAZ, Volume 22, Issue 6, pp. 10-18.
https://doi.org/10.23950/jcmk/17357
OPEN ACCESS
352 Views
125 Downloads
Author Contributions: M. A., the lead physician, oversaw participant selection, study implementation, and medical history analysis. She identified pathophysiological links between bone health and arterial stiffness, supported findings with references, ensured data analysis aligned with results, and critically reviewed the manuscript for scientific rigor. She also conducted a comprehensive literature review and played a key role in the study’s conception, data analysis, and discussion. P. A. contributed to data organization, statistical validation, and ensuring methodological accuracy. He assisted in refining the discussion by integrating relevant findings and enhancing the manuscript's clarity and coherence. L. T., contributed by analyzing diagnostic imaging, interpreting data, and ensuring accurate result interpretation. She also managed data organization in Excel, enhancing the clarity and reliability of the findings. B. T. contributed by sourcing relevant literature, refining the discussion, enhancing tables, and improving language, spelling, and grammar. K. S. applied statistical methods, interpreted results, and provided key insights, ensuring a strong data-driven foundation for the study. D. Z., an informatics and cloud expert, managed data collection, storage, and processing. He supervised statistical methods and contributed to result interpretation in the discussion. All authors collaborated in writing, reviewing, and reaching a unanimous consensus on the final manuscript.
Data availability statement: The data supporting the findings of this clinical study are included within the manuscript. Due to the sensitive nature of patient’s information, additional data will not be made publicly available to maintain patient confidentiality. Specific data requests will be evaluated on a case-by-case basis, with consideration of ethical and privacy requirements.
Patient Informed Consent Statement: Written informed consent was obtained from all participants involved in the study, ensuring they understood the study’s purpose, procedures, and their right to confidentiality.
Artificial Intelligence (AI) Disclosure Statement: AI-Unassisted Work.
ABSTRACT
Introduction: This study assessed the predictive power of femoral neck (FN) bone mineral density (BMD) and pulse wave velocity (PWV) for fracture and cardiovascular-related mortality over a three-year follow-up in a representative cohort.
Methods: A total of 142 participants (54 males, 38%), aged 56 ± 7.2 years, were enrolled in this prospective observational study. FN BMD was measured using dual-energy X-ray absorptiometry (DXA), and carotid-to-femoral PWV was determined via Doppler ultrasound.
Results: Mean PWV was significantly higher in non-survivors compared to survivors (10.9 ± 3.2 m/s vs. 8.6 ± 2.1 m/s, p = 0.0041). FN BMD was lower in non-survivors (0.658 ± 0.131 g/cm²) than in survivors (0.852 ± 0.150 g/cm², p = 0.002). Logistic regression identified PWV as a strong determinant of mortality [coefficient: 0.1593; odds ratio (OR): 1.17; 95% confidence interval (CI): 1.04–1.32; p = 0.01], while FN BMD also showed significance (coefficient: –6.6336; OR: 0.0013; 95% CI: 0.000–0.156; p = 0.0064). However, in age-matched analysis, only PWV remained significant (OR: 2.77; 95% CI: 1.70–4.51; p < 0.0001]. Receiver operating characteristic (ROC) analysis demonstrated superior predictive accuracy for PWV [area under the curve (AUC): 0.958; cutoff: 11.3 m/s; sensitivity: 94.6%; specificity: 88.1%] compared with FN BMD (AUC: 0.560).
Conclusion: PWV showed outstanding accuracy for predicting all-cause mortality, outperforming FN BMD and remaining independent of age. These findings establish PWV as a robust prognostic marker for mortality risk, highlighting its potential role in improving clinical risk stratification for vascular aging and cardiovascular outcomes.
CITATION
Avramovska M, Avramovski PJ, Todorovska L, Taleva B, Sotiroski K, Zdraveski D. The Silent Threats of Aging: Fear of Fragile Bones, Stiff Arteries, or Time’s Inevitable Betrayal? An Age-Matched Study. J CLIN MED KAZ. 2025;22(6):10-8.
https://doi.org/10.23950/jcmk/17357
REFERENCES
- Guo J, Huang X, Dou L, Yan M, Shen T, Tang W, Li J. Aging and aging-related diseases: from molecular mechanisms to interventions and treatments. Signal Transduct Target Ther. 2022 Dec 16;7(1):391. https://doi.org/10.1038/s41392-022-01251-0
- Avramovski P, Avramovska M, Sikole A. Bone Strength and Arterial Stiffness Impact on Cardiovascular Mortality in a General Population. J Osteoporos. 2016:7030272. https://onlinelibrary.wiley.com/doi/10.1155/2016/7030272.
- Cheng CH, Chen LR, Chen KH. Osteoporosis Due to Hormone Imbalance: An Overview of the Effects of Estrogen Deficiency and Glucocorticoid Overuse on Bone Turnover. Int J Mol Sci. 2022;23(3):1376. https://www.mdpi.com/1422-0067/23/3/1376
- Martini N, Streckwall L, McCarthy AD. Osteoporosis and vascular calcifications. Endocr Connect. 2023 Oct 5;12(11):e230305. https://ec.bioscientifica.com/view/journals/ec/12/11/EC-23-0305.xml
- Cannata-Andía JB, Carrillo-López N, Messina OD, Hamdy NAT, Panizo S, Ferrari SL, On Behalf Of The International Osteoporosis Foundation I of Working Group On Bone And Cardiovascular Diseases. Pathophysiology of Vascular Calcification and Bone Loss: Linked Disorders of Ageing? Nutrients. 2021 Oct 27;13(11):3835. https://www.mdpi.com/2072-6643/13/11/3835
- Tap L, Kirkham FA, Mattace-Raso F, Joly L, Rajkumar C, Benetos A. Unraveling the Links Underlying Arterial Stiffness, Bone Demineralization, and Muscle Loss. Hypertension. 2020 Sep;76(3):629-639. https://www.ahajournals.org/doi/10.1161/HYPERTENSIONAHA.120.15184
- Vasan RS, Pan S, Xanthakis V, Beiser A, Larson MG, Seshadri S, Mitchell GF. Arterial Stiffness and Long-Term Risk of Health Outcomes: The Framingham Heart Study. Hypertension. 2022 May;79(5):1045-1056. https://www.ahajournals.org/doi/10.1161/HYPERTENSIONAHA.121.18776
- Aibar-Almazán A, Voltes-Martínez A, Castellote-Caballero Y, Afanador-Restrepo DF, Carcelén-Fraile MDC, López-Ruiz E. Current Status of the Diagnosis and Management of Osteoporosis. Int J Mol Sci. 2022 Aug 21;23(16):9465. https://pubmed.ncbi.nlm.nih.gov/36012730/
- Y, Han X, Liu J, Li Y, Li Z, Zhang W, Lv N, Dang A. Prognostic significance of the estimated pulse wave velocity in critically ill patients with coronary heart disease: analysis from the MIMIC‑IV database. Eur Heart J Qual Care Clin Outcomes. 2024 Sep 14:qcae076. https://academic.oup.com/ehjqcco/article/11/6/739/7758232?login=false
- Avramovski P, Sikole A. The progression of bone mineral density loss in dialysis patients compared with the general population. Korean J Intern Med. 2012 Dec;27(4):436-42. https://kjim.org/journal/view.php?doi=10.3904/kjim.2012.27.4.436
- Nikleski Z, Avramovska M, Avramovski P, Siklovska V, Zdraveski D, Trajcevska I, Stefanovska S, Spaseva-Karanfilova B, Aleksoska E, Sotiroski K. Arterial Stiffness as a Superior Predictor of Cardiovascular Risk: Comparative Analysis in Osteoporotic, Rheumatoid Arthritis, and Chronic Kidney Disease Populations. Acta Scientific Orthopaedics 7.11 (2024): 05-07.
- Avramovski P, Janakievska P, Sotiroski K, Sikole A. Accelerated progression of arterial stiffness in dialysis patients compared with the general population. Korean J Intern Med. 2013 Jul;28(4):464-74. https://www.kjim.org/journal/view.php?doi=10.3904/kjim.2013.28.4.464
- Mulas O, Sestu A, Costa A, Chessa S, Vargiu C, Corda L, Pittau F, La Nasa G, Caocci G, Scuteri A. Arterial Stiffness as a New Predictor of Clinical Outcome in Patients with Polycythemia Vera. J Clin Med. 2024 Nov 13;13(22):6811. https://www.mdpi.com/2077-0383/13/22/6811
- Pereira, T., Correia, C. & Cardoso, J. Novel Methods for Pulse Wave Velocity Measurement. J. Med. Biol. Eng. 2015; 35, 555–565. https://link.springer.com/article/10.1007/s40846-015-0086-8
- Pilz N, Heinz V, Ax T, Fesseler L, Patzak A, Bothe TL. Pulse Wave Velocity: Methodology, Clinical Applications, and Interplay with Heart Rate Variability. Rev Cardiovasc Med. 2024; 25(7): 266. https://www.sciencedirect.com/science/article/abs/pii/S0025712511001192?via%3Dihub
- Dhingra R, Vasan RS. Age as a risk factor. Med Clin North Am. 2012 Jan;96(1):87-91.
- Lakier JB. Smoking and cardiovascular disease. Am J Med. 1992 Jul 15;93(1A):8S-12S. https://linkinghub.elsevier.com/retrieve/pii/000293439290620Q
- Chen C, Bao W, Chen C, Wang L, Gong H. Association between estimated pulse wave velocity and all-cause mortality in patients with coronary artery disease: a cohort study from NHANES 2005–2008. BMC Cardiovasc Disord 23, 412 (2023). https://doi.org/10.1186/s12872-023-03435-0
- Mozos I, Malainer C, Horbańczuk J, Gug C, Stoian D, Luca CT, Atanasov AG. Inflammatory Markers for Arterial Stiffness in Cardiovascular Diseases. Front Immunol. 2017 Aug 31;8:1058. https://www.frontiersin.org/journals/immunology/articles/10.3389/fimmu.2017.01058/full
- Chen Y, Zhao X, Wu H. Arterial Stiffness: A Focus on Vascular Calcification and Its Link to Bone Mineralization. Arterioscler Thromb Vasc Biol. 2020 May;40(5):1078-1093. https://www.ahajournals.org/doi/10.1161/ATVBAHA.120.313131
- Nguyen NT, Nguyen TT, Da Ly D, Xia JB, Qi XF, Lee IK, Cha SK, Park KS. Oxidative stress by Ca2+ overload is critical for phosphate-induced vascular calcification. Am J Physiol Heart Circ Physiol. 2020 Dec 1;319(6):H1302-H1312. https://journals.physiology.org/doi/full/10.1152/ajpheart.00305.2020
- De Paula, F., Rosen, C. Bone Remodeling and Energy Metabolism: New Perspectives. Bone Res. 2013; (1) 72–84. https://doi.org/10.4248/BR201301005
- Cecelja M, Jiang B, Bevan L, Frost ML, Spector TD, Chowienczyk PJ. Arterial stiffening relates to arterial calcification but not to noncalcified atheroma in women. A twin study. J Am Coll Cardiol. 2011 Mar 29;57(13):1480-6. https://www.jacc.org/doi/10.1016/j.jacc.2010.09.079
- Tesauro M, Mauriello A, Rovella V, Annicchiarico-Petruzzelli M, Cardillo C, Melino G, Di Daniele N. Arterial ageing: from endothelial dysfunction to vascular calcification. J Intern Med. 2017 May;281(5):471-482. https://onlinelibrary.wiley.com/doi/10.1111/joim.12605
- Novella S, Heras M, Hermenegildo C, Dantas AP. Effects of estrogen on vascular inflammation: a matter of timing. Arterioscler Thromb Vasc Biol. 2012 Aug;32(8):2035-42. https://www.ahajournals.org/doi/10.1161/ATVBAHA.112.250308
- Li HL, Shen Y, Tan LH. Fu SB, Dai RC, Yuan LQ, Sheng ZF, Xie ZJ, Wu XP, Liao EY, Tang XL, Wu XY. Relationship between bone mineral density and fragility fracture risk: a case-control study in Changsha, China. BMC Musculoskelet Disord 22, 728 (2021). https://doi.org/10.1186/s12891-021-04616-8
- Vlachopoulos C, Aznaouridis K, Stefanadis C. Prediction of cardiovascular events and all-cause mortality with arterial stiffness: a systematic review and meta-analysis. J Am Coll Cardiol. 2010 Mar 30;55(13):1318-27. https://www.jacc.org/doi/10.1016/j.jacc.2009.10.061
- Khoshdel AR, Carney SL, Nair BR, Gillies A. Better management of cardiovascular diseases by pulse wave velocity: combining clinical practice with clinical research using evidence-based medicine. Clin Med Res. 2007 Mar;5(1):45-52. https://www.clinmedres.org/content/5/1/45
- Meaume S, Benetos A, Henry OF, Rudnichi A, Safar ME. Aortic pulse wave velocity predicts cardiovascular mortality in subjects >70 years of age. Arterioscler Thromb Vasc Biol. 2001 Dec;21(12):2046-50. 11742883. https://www.ahajournals.org/doi/10.1161/hq1201.100226
- Xue R, Zhang J, Zhen Z, Liang W, Li Y, Zhang L, Dong Y, Dong B, Liu C. Estimated pulse wave velocity predicts mortality in patients with heart failure with preserved ejection fraction. Hellenic J Cardiol. 2024 May 23:S1109-9666(24)00117-9. https://www.ahajournals.org/doi/10.1161/hq1201.100226
- Usiskin IM, Mitchell GF, Bouxsein ML, Liu CT, Kiel DP, Samelson EJ. Vascular function and skeletal fragility: a study of tonometry, brachial hemodynamics, and bone microarchitecture. J Bone Miner Res. 2024 Aug 5;39(7):906-917. https://doi.org/10.1093/jbmr/zjae071
- Chen Y, Zhao X, Wu H. Arterial Stiffness: A Focus on Vascular Calcification and Its Link to Bone Mineralization. Arterioscler Thromb Vasc Biol. 2020 May;40(5):1078-1093. https://www.ahajournals.org/doi/10.1161/ATVBAHA.120.313131
- Zhang M, Bai L, Kang J, Ge J, Peng W. Links between arterial stiffness and bone mineral density in middle-aged and elderly Chinese individuals: a cross-sectional study. BMJ Open. 2019 Aug 10;9(8):e029946. https://bmjopen.bmj.com/content/9/8/e029946
- Wang YQ, Yang PT, Yuan H, Cao X, Zhu XL, Xu G, Mo ZH, Chen ZH. Low bone mineral density is associated with increased arterial stiffness in participants of a health records based study. J Thorac Dis. 2015 May;7(5):790-798. https://doi.org/10.3978/j.issn.2072-1439.2015.04.47