Association between dietary patterns and cardiometabolic health in children: findings from the Childhood Obesity Risk

Irina Gheorghita1,2, Mariona Gispert-Llauradó3,4, Joaquin Escribano1,2,5

  • 1Universitat Rovira i Virgili, Pediatric, Nutrition and Development Research Unit (PediNuR), Reus, Spain.

Pediatric Research
|April 14, 2026
PubMed

Insights

Poor-quality diets in preschool children are linked to higher cardiometabolic risk, including increased BMI and triglycerides. Healthier "core-foods" diets are associated with lower BMI, highlighting the importance of early nutrition.

Area of Science:

  • Pediatric Nutrition
  • Cardiometabolic Health
  • Public Health

Background:

  • Childhood dietary habits significantly impact lifelong health.
  • Early life nutrition is crucial for preventing long-term health issues.

Purpose of the Study:

  • To examine the association between dietary patterns and cardiometabolic risk markers in preschool-aged children.
  • To identify specific dietary patterns linked to adverse health outcomes in early childhood.

Main Methods:

  • Cross-sectional analysis of the Childhood Obesity Risk Assessment Longitudinal Study (CORALS) cohort.
  • Dietary patterns identified using exploratory factor analysis from food frequency questionnaires.
  • Cardiometabolic risk assessed via BMI z-scores, blood pressure, HDL cholesterol, triglycerides, and HOMA-IR, analyzed with regression models.

Main Results:

  • Two dietary patterns emerged: "Core-foods DP" (healthy) and "Poor-quality DP" (unhealthy).
  • "Poor-quality DP" associated with higher triglycerides, increased overweight odds, and lower HDL cholesterol (HDLz).
  • "Core-foods DP" inversely associated with BMI z-score (BMIz).

Conclusions:

  • Poor-quality dietary patterns in early childhood are directly associated with adverse cardiometabolic risk markers.
  • Promoting healthy eating habits from an early age is vital for preventing childhood obesity and cardiometabolic disorders.
  • Findings underscore the need for early nutrition interventions to improve long-term health outcomes.
Abstract

Related Concept Videos

Lifestyle Factors and Health01:20

Lifestyle Factors and Health

Lifestyle factors play a critical role in maintaining overall health and preventing chronic diseases. Key elements, such as regular physical activity, a nutritious diet, and abstinence from smoking, can significantly enhance physical, mental, and emotional well-being while reducing the risk of several life-threatening conditions.
Benefits of Physical Activity
Physical activity, whether through structured exercise or casual activities like walking, biking, or dancing, is a cornerstone of a...
641
Dietary Connections01:23

Dietary Connections

In biological systems, most metabolic pathways are interconnected. The cellular respiration processes that convert glucose to ATP—such as glycolysis, pyruvate oxidation, and the citric acid cycle—tie into those that break down other organic compounds. As a result, various foods—from apples to cheese to guacamole—end up as ATP. In addition to carbohydrates, food also contains proteins and lipids—such as cholesterol and fats. All of these organic compounds are used...
66.4K
Coronary Artery Disease I: Introduction01:30

Coronary Artery Disease I: Introduction

Coronary Artery Disease (CAD): An Overview with Scientific InsightsCoronary Artery Disease (CAD), often referred to as C-A-D, is a prevalent blood vessel disorder classified under the broader category of atherosclerosis. Atherosclerosis is a pathological process characterized by the hardening and narrowing of arteries due to the accumulation of atherosclerotic plaques. These plaques are composed of cholesterol, fatty substances, inflammatory cells, calcium, and fibrin, reducing blood flow to...
1.7K
Correlations02:20

Correlations

Correlation means that there is a relationship between two or more variables (such as ice cream consumption and crime), but this relationship does not necessarily imply cause and effect. When two variables are correlated, it simply means that as one variable changes, so does the other. We can measure correlation by calculating a statistic known as a correlation coefficient. A correlation coefficient is a number from -1 to +1 that indicates the strength and direction of the relationship between...
37.1K
Assessment of the Gastrointestinal System II: Health Perception Pattern01:29

Assessment of the Gastrointestinal System II: Health Perception Pattern

Assessing the gastrointestinal (GI) system is a complex process that begins with collecting subjective data. This data, collected through patient interviews, provides crucial insights into the patient's health history, perception patterns, and lifestyle habits, all contributing significantly to GI health.
Health Perception Patterns
Health perception patterns offer valuable insights into a patient's lifestyle habits and how they may impact their GI health. These patterns include:
607
Cancer Prevention02:59

Cancer Prevention

Several factors can increase the risk of cancer in an individual. About 50% of cancer cases can be prevented by adopting a healthy lifestyle, regular exercise, eating healthy, and following a modest cancer prevention diet. Epidemiological studies have consistently shown that populations with vegetable and fruit-rich diets have reduced the incidence of cancer. On the other hand, populations who have a diet rich in animal fat, red meat, junk food, or high calories are predisposed to cancer.
Some...
8.7K