Overweight, Obesity, and Age Are the Main Determinants of Cardiovascular Risk Aggregation in the Current Mexican Population: The FRIMEX III Study.
Eduardo MeaneyEnrique Pérez-RoblesMiguel Ortiz-FloresGuillermo Perez-IshiwaraAlejandra MeaneyLevy MunguíaGisele Romannull nullNayelli NajeraGuillermo CeballosPublished in: Journal of clinical medicine (2024)
Background : The Mexican population exhibits several cardiovascular risk factors (CVRF) including high blood pressure (HBP), dysglycemia, dyslipidemia, overweight, and obesity. This study is an extensive observation of the most important CVFRs in six of the most populated cities in Mexico. Methods : In a cohort of 297,370 participants (54% female, mean age 43 ± 12.6 years), anthropometric (body mass index (BMI)), metabolic (glycemia and total cholesterol (TC)), and blood pressure (BP) data were obtained. Results : From age 40, 40% and 30% of the cohort's participants were overweight or obese, respectively. HBP was found in 27% of participants. However, only 8% of all hypertensive patients were controlled. Fifty percent of the subjects 50 years and older were hypercholesterolemic. Glycemia had a constant linear relation with age. BMI had a linear correlation with SBP, glycemia, and TC, with elevated coefficients in all cases and genders. The β1 coefficient for BMI was more significant in all equations than the other β, indicating that it greatly influences the other CVRFs. Conclusions : TC, glycemia, and SBP, the most critical atherogenic factors, are directly related to BMI.
Keyphrases
- body mass index
- weight gain
- blood pressure
- hypertensive patients
- weight loss
- cardiovascular risk factors
- physical activity
- metabolic syndrome
- heart rate
- bariatric surgery
- cardiovascular disease
- magnetic resonance imaging
- adipose tissue
- computed tomography
- body composition
- machine learning
- skeletal muscle
- big data
- middle aged
- low density lipoprotein
- data analysis
- neural network