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Updated: Jul 30, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Cardiometabolic risk factors among children who are affected by overweight, obesity and severe obesity
Ahmad Kamil Nur Zati Iwani1, Muhammad Yazid Jalaludin2, Farah Aqilah Roslan1
1Endocrine and Metabolic Unit, Institute for Medical Research, Ministry of Health Malaysia, Setia Alam, Malaysia.
Insights
Severely obese children in Malaysia show a higher prevalence of cardiometabolic risk factors, including insulin resistance and metabolic syndrome. Early screening and intervention are crucial for this vulnerable population to prevent long-term health issues.
Area of Science:
- Pediatrics
- Public Health
- Endocrinology
Background:
- Rising obesity rates pose significant health risks.
- Limited data exists on cardiometabolic risk factors in severely obese Malaysian children.
- This study addresses this gap by examining prevalence and associations.
Purpose of the Study:
- To investigate the prevalence of cardiometabolic risk factors in severely obese children in Malaysia.
- To explore the association between obesity status and these risk factors.
- To provide baseline data for intervention programs.
Main Methods:
- Cross-sectional study using baseline data from the MyBFF@school program.
- Obesity defined by WHO BMI z-score criteria.
- Cardiometabolic risk factors included fasting plasma glucose, lipids, blood pressure, acanthosis nigricans, insulin resistance, and metabolic syndrome (MetS) using IDF 2007 criteria.
Main Results:
- 18% of 924 children were severely obese (mean age 9.9 years).
- Prevalence of low HDL-C (42.8%) and acanthosis nigricans (83.7%) was high in severely obese children.
- Severely obese children had significantly higher odds of high FPG, hypertriglyceridemia, low HDL-C, acanthosis nigricans, insulin resistance, and MetS compared to overweight/obese peers.
Conclusions:
- Severely obese children exhibit a greater prevalence of cardiometabolic risk factors.
- These children require close monitoring and regular screening for obesity-related health problems.
- Early and comprehensive interventions are essential for this population.
Background:
The increasing severity of obesity is expected to lead to more serious health effects. However, there is limited information on the prevalence and clinical characteristics of cardiometabolic risk factors in severely children affected by obesity in Malaysia. This baseline study aimed to investigate the prevalence of these factors and their association with obesity status among young children.
Methods:
In this study, a cross-sectional design was employed using the baseline data obtained from the My Body Is Fit and Fabulous at school (MyBFF@school) intervention program involving obese school children. Obesity status was defined using the body mass index (BMI) z-score from the World Health Organization (WHO) growth chart. Cardiometabolic risk factors presented in this study included fasting plasma glucose (FPG), triglycerides (TGs), total cholesterol, high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), blood pressure, acanthosis nigricans, insulin resistance (IR), and MetS. MetS was defined using the International Diabetes Federation (IDF) 2007 criteria. Descriptive data were presented accordingly. The association between cardiometabolic risk factors, such as obesity status, and acanthosis nigricans with MetS was measured using multivariate logistic regression, which was adjusted for gender, ethnicity, and strata.
Results:
Out of 924 children, 38.4% (n = 355) were overweight, 43.6% (n = 403) were obese, and 18% (n = 166) were severely obese. The overall mean age was 9.9 ± 0.8 years. The prevalence of hypertension, high FPG, hypertriglyceridemia, low HDL-C, and the presence of acanthosis nigricans among severely children affected by obesity was 1.8%, 5.4%, 10.2%, 42.8%, and 83.7%, respectively. The prevalence of children affected by obesity who were at risk of MetS in <10-year-old and MetS >10-year-old was observed to be similar at 4.8%. Severely children affected by obesity had higher odds of high FPG [odds ratio (OR) = 3.27; 95% confdence interval (CI) 1.12, 9.55], hypertriglyceridemia (OR = 3.50; 95%CI 1.61, 7.64), low HDL-C (OR = 2.65; 95%CI 1.77, 3.98), acanthosis nigricans (OR = 13.49; 95%CI 8.26, 22.04), IR (OR = 14.35; 95%CI 8.84, 23.30), and MetS (OR = 14.03; 95%CI 3.97, 49.54) compared to overweight and children affected by obesity. The BMI z-score, waist circumference (WC), and percentage body fat showed a significant correlation with triglycerides, HDL-C, the TG: HDL-C ratio, and the homeostatic model assessment for IR (HOMA-IR) index.
Conclusions:
Severely children affected by obesity exhibit a higher prevalence of and are more likely to develop cardiometabolic risk factors compared to overweight and children affected by obesity. This group of children should be monitored closely and screened periodically for obesity-related health problems to institute early and comprehensive intervention.
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