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Updated: Sep 13, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Association of Childhood Obesity Phenotypes With Cardiometabolic Outcomes in Adulthood: A Systematic Review and
Jia-Shuan Huang1,2,3, Xuan-Yu Zhang4, Rema Ramakrishnan5
1The Born in Guangzhou Cohort Study Group, Department of Pediatrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China.
Insights
Childhood obesity, even when metabolically healthy, increases adult risks for diabetes and metabolic syndrome. Weight loss is key to mitigating these long-term health risks.
Area of Science:
- Pediatrics
- Cardiology
- Metabolic Health
Background:
- Childhood obesity presents diverse metabolic phenotypes.
- The long-term cardiometabolic implications of these phenotypes are not fully understood.
- Existing evidence on childhood obesity phenotypes and adult cardiometabolic outcomes is inconsistent.
Purpose of the Study:
- To systematically review and meta-analyze the association between childhood obesity phenotypes (metabolically healthy obesity [MHO] and metabolically unhealthy obesity [MUO]) and adult cardiometabolic outcomes.
- To synthesize current evidence regarding the risks of diabetes, metabolic syndrome, and subclinical atherosclerosis in adulthood based on childhood metabolic status.
Main Methods:
- Systematic review and meta-analysis of cohort studies.
- Inclusion of studies examining childhood obesity phenotypes and adult cardiometabolic outcomes.
- Statistical synthesis of data from 4 cohort studies involving 8446 participants.
Main Results:
- Both MHO and MUO in childhood were associated with increased risks of adult diabetes and metabolic syndrome compared to metabolically healthy normal weight (MHNW).
- Risks for diabetes and metabolic syndrome were reduced after adjusting for adult BMI, particularly for MHO, but remained significant for MUO.
- Increased mean carotid intimal thickness was observed in both MHO and MUO groups compared to MHNW.
Conclusions:
- Childhood obesity, regardless of metabolic health status, poses significant long-term cardiometabolic risks into adulthood.
- Weight loss from childhood to adulthood is a critical strategy for mitigating these risks.
- Regular monitoring and timely intervention are essential for children with MUO, and further research is needed to confirm these findings.
Abstract:
The association between different metabolic phenotypes of childhood obesity and cardiometabolic outcomes in adulthood is inconsistent. We conducted a systematic review and meta-analysis to synthesize the evidence on the association between childhood obesity phenotypes including metabolically healthy obesity (MHO) and metabolically unhealthy obesity (MUO) and cardiometabolic outcomes in adulthood. Four cohort studies with 8446 participants were included in this review. A meta-analysis of three studies with 7270 participants shows that children in the MHO (pooled RR, 2.72, 95% CI, 1.14-6.48) and MUO (pooled RR, 3.94, 95% CI, 2.77-5.60) groups had a higher risk of diabetes compared with the metabolically healthy normal weight (MHNW) phenotype. Similarly, in a meta-analysis of two studies with 3772 participants, the children with MHO (pooled RR, 2.50, 95% CI, 1.62-3.84) and MUO (pooled RR, 3.33, 95% CI, 2.38-4.67) had a higher risk of metabolic syndrome. After adjustment for adult BMI, the risk of diabetes and metabolic syndrome in the MHO phenotype was substantially reduced, while the risk in MUO decreased somewhat but was still significant. Additionally, the mean carotid intimal thickness of MHO (pooled mean difference, 0.02, 95% CI, -0.01 to 0.05) and MUO (pooled mean difference, 0.05; 95% CI, -0.01 to 0.11) was greater than that of MHNW, in the meta-analysis of three studies with 3924 participants. These findings suggest that weight loss from childhood into adulthood remains a critical strategy to mitigate these long-term health risks. Additionally, regular monitoring of cardiovascular metabolic indicators and timely intervention are essential for children with MUO. Given the few studies conducted on this important topic, further research with large sample sizes is needed to confirm our findings.
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