Cardiovascular risk factors and its patterns of change between 4 and 8 years of age in the INMA-Asturias cohort

PLoS One. 2023 Apr 12;18(4):e0283799. doi: 10.1371/journal.pone.0283799. eCollection 2023.

Abstract

Aim: This study aimed to investigate whether there are subgroups of children with different clusters of cardiovascular disease (CVD) risk factors at 4 and 8 years of age, and their patterns of change between these two time points.

Methods: The analysis was conducted in 332 children who participated in the INMA-Asturias cohort (Spain) at 4 and at 8 years of age. The CVD risk factors were central obesity, dyslipidaemia, hyperglycaemia, and hypertension. Latent transition analysis was used to identify the different clusters and their probabilities of change.

Results: At 4 years, three subgroups were identified: no disorders (prevalence of 55.9%); some disorders (21.2%), and central obesity (22.9%). Three distinct subgroups were identified at 8 years: no disorders (59.8%); hypertension (17.9%), and central obesity (22.3%). Central obesity at 4 years tends to appear simultaneously with dyslipidaemia, while at 8 years it tends to appear simultaneously with dyslipidaemia and/or hypertension. Children aged 4 years with no disorders had a 93.7% probability of remaining in the same status at 8 years of age. Children aged 4 who had some disorders had a 67.7% of probability of having only hypertension and a 32.3% of probability of having central obesity. Children aged 4 in the central obesity subgroup had a 32.4% of probability of having no disorders at 8 years of age, while 67.6% still had central obesity.

Conclusions: These exploratory findings suggest that children who do not present any disorder at 4 years of age tend to remain in that state at 8 years of age. And also that central obesity may play a major role in the development of other disorders, as the number of disorders with which it concomitantly occurs increases between the ages of 4 and 8 years.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Cardiovascular Diseases* / epidemiology
  • Cardiovascular Diseases* / etiology
  • Child
  • Child, Preschool
  • Dyslipidemias* / complications
  • Dyslipidemias* / epidemiology
  • Heart Disease Risk Factors
  • Humans
  • Hypertension* / complications
  • Hypertension* / epidemiology
  • Obesity / complications
  • Obesity, Abdominal / complications
  • Obesity, Abdominal / epidemiology
  • Prevalence
  • Risk Factors

Grants and funding

This study was supported by grants from CIBERESP (PhD-employment-contract), ISCIII: PI04/2018, PI09/02311, PI13/02429, PI18/00909 co-funded by FEDER, “A way to make Europe"/"Investing in your future”, Fundación Cajastur and Universidad de Oviedo. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.