Klisic Aleksandra, Cojic Milena, Patoulias Dimitrios, Ninic Ana
Primary Health Care Center, 81000 Podgorica, Montenegro.
Faculty of Medicine, University of Montenegro, 81000 Podgorica, Montenegro.
Biomedicines. 2023 Sep 23;11(10):2610. doi: 10.3390/biomedicines11102610.
Previous studies suggested that ethnic differences, sex and obesity could modify the relationship between 25-hydroxyvitamin D [25(OH)D], glycometabolic markers and/or type 2 diabetes mellitus (T2D). We aimed to examine the potential relationship between [25(OH)D] and T2D in postmenopausal women in Montenegro. In addition, we aimed to explore if a set of biomarkers, rather than [25(OH)D] as a single biomarker, could better explain its potential association with T2D.
A total of 116 postmenopausal, otherwise healthy women and 48 postmenopausal women with T2D were included. Univariable and multivariable binary logistic regression analysis, along with principal component analysis (PCA), were applied to test the associations between examined biomarkers/set of biomarkers with T2D.
Women with T2D had lower serum [25(OH)D] levels than healthy controls ( = 0.024). No independent relationship between [25(OH)D] and T2D was found. PCA extracted three significant factors that were associated with T2D, i.e., age-glycometabolic-related factor (i.e., with positive loadings of age, glucose and insulin; OR = 11.321, < 0.001), obesity-inflammation- related factor (i.e., with positive loadings of hsCRP and WC, and negative loading of [25(OH)D]; (OR = 2.079, < 0.001)) and lipid-related factor (i.e., with positive loadings of TG and LDL-c, and negative loading of HDL-c; OR = 1.423, = 0.044).
The relationship between [25(OH)D] and T2D is modulated by central obesity (as measured by WC) and inflammation (as measured with hsCRP) in postmenopausal women. Their joint measurement, rather than [25(OH)D] itself, could provide better information for the risk assessment for T2D in postmenopausal women.
既往研究表明,种族差异、性别和肥胖可能会改变25-羟维生素D[25(OH)D]、糖代谢标志物和/或2型糖尿病(T2D)之间的关系。我们旨在研究黑山绝经后女性中[25(OH)D]与T2D之间的潜在关系。此外,我们旨在探讨一组生物标志物,而非单一的[25(OH)D]生物标志物,是否能更好地解释其与T2D的潜在关联。
共纳入116名绝经后健康女性和48名绝经后T2D女性。应用单变量和多变量二元逻辑回归分析以及主成分分析(PCA)来检验所检测的生物标志物/生物标志物组与T2D之间的关联。
T2D女性的血清[25(OH)D]水平低于健康对照组(P = 0.024)。未发现[25(OH)D]与T2D之间存在独立关系。PCA提取了与T2D相关的三个显著因素,即年龄-糖代谢相关因素(即年龄、血糖和胰岛素的正负荷;OR = 11.321,P < 0.001)、肥胖-炎症相关因素(即hsCRP和腰围的正负荷,以及[25(OH)D]的负负荷;OR = 2.079,P < 0.001)和脂质相关因素(即甘油三酯和低密度脂蛋白胆固醇的正负荷,以及高密度脂蛋白胆固醇的负负荷;OR = 1.423,P = 0.044)。
绝经后女性中,[25(OH)D]与T2D之间的关系受中心性肥胖(通过腰围测量)和炎症(通过hsCRP测量)的调节。联合测量这些指标,而非[25(OH)D]本身,可为绝经后女性T2D的风险评估提供更好的信息。