Nephrology Division-Department of Medicine, Federal University of São Paulo, São Paulo, Brazil.
Program of Translational Medicine, School of Medicine, Federal University of São Paulo, São Paulo, Brazil.
Eur J Clin Pharmacol. 2024 Jul;80(7):1097-1103. doi: 10.1007/s00228-024-03671-z. Epub 2024 Mar 30.
This study aimed to explore the relationship between oral contraceptive use and blood pressure values and in a national cohort of women adolescents and to investigate the level of coexistence of the high blood pressure levels, dyslipidemia or insulin resistance.
This is a retrospective cohort study that evaluated data form 14,299 adolescents aged 14 to 17 years. Crude and race-and age-adjusted analyses were performed using Poisson regression to estimate the prevalence ratios. Data clustering analysis was performed using machine learning approaches supported by an unsupervised neural network of self-organizing maps.
We found that 14.5% (n = 2076) of the women adolescents use oral contraceptives. Moreover, an increased prevalence of high blood pressure, dyslipidemia, and insulin resistance (all P < 0.001) was observed among adolescents who use oral contraceptives as compared to those who do not. Our analysis also showed that 2.3% of adolescents using oral contraceptives had both high blood pressure levels and dyslipidemia, whereas 3.2% had high blood pressure levels combined with insulin resistance (all P < 0.001). The algorithmic investigative approach demonstrated that total cholesterol, LDLc, HDLc, insulin, and HOMA-IR were the most predicted variables to assist classificatory association in the context of oral contraceptive use among women adolescents with high blood pressure.
These findings suggest that oral contraceptives were associated with an increased prevalence of high blood pressure, dyslipidemia, and insulin resistance among women adolescents. Although the indication of this therapy is adequate to avoid unintended pregnancies, their use must be based on rigorous individual evaluation and under constant control of the cardiometabolic risk factors.
本研究旨在探讨口服避孕药使用与血压值之间的关系,并在全国青少年女性队列中研究高血压水平、血脂异常或胰岛素抵抗的共存水平。
这是一项回顾性队列研究,评估了 14299 名 14 至 17 岁青少年的数据。使用泊松回归进行了未经调整和种族及年龄调整分析,以估计患病率比。使用无监督神经网络自组织映射支持的机器学习方法进行数据聚类分析。
我们发现,14.5%(n=2076)的青少年女性使用口服避孕药。此外,与未使用口服避孕药的青少年相比,使用口服避孕药的青少年高血压、血脂异常和胰岛素抵抗的患病率均增加(均 P<0.001)。我们的分析还表明,2.3%使用口服避孕药的青少年同时存在高血压和血脂异常,而 3.2%的青少年同时存在高血压和胰岛素抵抗(均 P<0.001)。算法研究方法表明,总胆固醇、LDLc、HDLc、胰岛素和 HOMA-IR 是预测口服避孕药使用与青少年女性高血压相关的最重要变量。
这些发现表明,口服避孕药与青少年女性高血压、血脂异常和胰岛素抵抗的患病率增加有关。尽管这种治疗方法的适应症是为了避免意外怀孕,但必须基于严格的个体评估,并对心血管代谢危险因素进行持续控制。