Chemometric Analysis of Relationships Between Bone Mineral Density, Copper, Zinc, Magnesium and Total Antioxidant Activity in Women With Different Localization of Osteoporosis
Year: 2025
Type: article
Study design: Observational Study
Abstract: Aim: This experimental-statistical study aims to establish a relationship between serum concentrations of copper, zinc, magnesium, antioxidant activity (AOA), bone mineral density (BMD) in women with osteoporosis with different localization of the disease – hip/lumbar vertebrae. Material/Methods: The study included menopausal and postmenopausal women. The concentration of biogenic elements in serum was determined using flame atomic absorption analysis. The results of radical scavenging activity in blood serum were obtained by experimental spectrophotometric ABTS test. Cluster analysis was used to provide new, compelling evidence of association and data comparison. Results: Patient data, bone mineral density (BMD) and disease severity (osteopenia/osteoporosis) fell into different clusters due to differences in BMD by disease location. The data were divided into: i.hip and ii. lumbar vertebrae. We performed two hierarchical cluster analyses. In both: i.three identical statistically significant clusters were formed: K1(Mg/Zn/Cu); K2(AOA/T-score/age); K3(BMI/BMD/disease severity); ii.clear correlation was observed between BMD and disease severity. A relationship was found between BMD and RSA, AOA in patients with osteoporosis/osteopenia. Factor analysis confirmed the clustering, forming three latent factors explaining >70% of the variance. Factor weights reveal differences in the influence of BMI and BMD: in the hip joint - positive load; in the lumbar vertebrae - negative. The graphic representation shows the specific position of zinc/age/AOA variables. Conclusion: In the femur, age is associated with AOA, and in the lumbar vertebrae, with AOA and zinc. This proves the specific role of zinc: in the first case, it is associated with the mineral composition - copper/magnesium, and in the second - zinc/AOA.
Authors: Svetla Asenova, Radka Tomova, Rodina Nestorova, Bisera Atanasova, Lilija Atanasova, Mariana Nikolova, Tzvetanka Petranova, Miglena Slavova
Language: English
Subfield: Orthopedics and Sports Medicine
Field: Medicine
Domain: Health Sciences
Open Access status: gold
Estimated APC paid: $161
OpenAlex ID: W7115687296
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