Affiliation:
1. Federal University of São Paulo
Abstract
Abstract
Purpose
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, and insulin resistance.
Methods
This a retrospective cohort with 14,299 adolescents aged 14 to 17 years. Crude and 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.
Results
We found that 14.5% (n = 2,076) of the women adolescents use oral contraceptives. Moreover, an increased prevalence of high blood pressure (4.9%), dyslipidemia (31.6%), and insulin resistance (34.7%) 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. 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.
Conclusions
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.
Publisher
Research Square Platform LLC