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May 2, 2026Boletín Médico Del Hospital Infantil de México (English Edition)0 citationsOpen Access

Cross-sectional and longitudinal relationships between abdominal fat depots and cardiometabolic risk in a sample of Mexican adolescents

LOLuis Ortiz-HernándezESErica G. SolteroMCMiguel Camejo

Key Result

In Mexican adolescents, a 13.78 mm2 increase in visceral adipose tissue over 1 year was associated with increments of 1.51 mg/dL in cholesterol, 0.86 mg/dL in LDL-C, and 0.86 mmHg in systolic blood pressure.

Key Points

  • This study aims to explore the connections between abdominal fat depots and indicators of cardiometabolic risk among Mexican adolescents over time.
  • Examined 169 participants at baseline, with 134 at one-year follow-up.
  • Measured visceral and subcutaneous adipose tissue using magnetic resonance imaging.
  • Utilized multilevel linear regression models to analyze associations with risk indicators.
  • SAT was positively associated with glucose, insulin, total cholesterol, and blood pressure in boys at baseline.
  • VAT at baseline showed positive associations with glucose, insulin, and blood pressure in boys.
  • Longitudinally, VAT was associated with insulin, total cholesterol, LDL-C, and blood pressure in boys at follow-up.

Study Design

Type

Cohort (n=169)

Multicenter

Yes

Structured PICO

P
Population
169 Mexican adolescents at baseline (134 at 1-year follow-up) recruited from five secondary schools in Mexico City. Exclusions: medical diagnosis (e.g., hypothyroidism, Cushing's syndrome, hypertension, diabetes), taking medications affecting body composition or metabolism, wheelchair/crutch use, metallic implant or prosthesis.
O
Outcome
Cardiometabolic risk indicators including diastolic and systolic blood pressure, total cholesterol, HDL-C, LDL-C, triglycerides, glucose, and insulin at baseline and 1-year follow-up.surrogate

Higher levels of subcutaneous adipose tissue and longitudinal increases in visceral adipose tissue during adolescence are associated with worsened cardiometabolic risk indicators.

Limitations

  • Small sample size and attrition rate
  • Inability to differentiate between deep and superficial subcutaneous adipose tissue
  • Reliance solely on standard fasting blood tests, which may not capture diurnal variations or postprandial state

Abstract

Background:The relationship between abdominal fat depots and cardiometabolic risk among youth is inconclusive due to the cross-sectional nature of existing studies and limitations in assessment methods.In this study, we examined cross-sectional and longitudinal associations of subcutaneous adipose tissue (SAT) and visceral adipose tissue (VAT) with cardiometabolic risk indicators among Mexican adolescents.Methods: Participants (n = 169 at baseline and 134 at follow-up) were assessed for diastolic or systolic blood pressure (DBP or SBP), total cholesterol (TC), high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), triglycerides, glucose, and insulin.VAT and SAT were measured using magnetic resonance imaging.Measures were repeated at 1-year follow-up.Using multilevel linear regression models, the associations among fat depots and cardiometabolic risk indicators were examined.Results: At baseline, SAT measures were cross-sectional and positively associated with glucose, insulin, TC, triglycerides, SBP, and BDP in boys, and DBP in girls, but negatively with HDL-C.VAT measures were cross-sectional and positively associated with glucose, insulin, and SBP and DBP in boys.VAT at L1-L2 was longitudinal and positively associated with insulin, TC, LDL-C, and DBP in boys.Conclusions: Higher levels of SAT and increases in VAT during adolescence may be particularly detrimental to cardiometabolic health, contributing to an increased risk of future diseases.Future intervention and treatment strategies should target VAT to reduce disease risk in this population.

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Cite This Study

Ortiz-Hernández et al. (2026) conducted a cohort in Cardiometabolic risk (n=169). Visceral and subcutaneous adipose tissue (Exposure) was evaluated on Cardiometabolic risk indicators (blood pressure, lipids, glucose, insulin). In Mexican adolescents, a 13.78 mm2 increase in visceral adipose tissue over 1 year was associated with increments of 1.51 mg/dL in cholesterol, 0.86 mg/dL in LDL-C, and 0.86 mmHg in systolic blood pressure.

synapsesocial.com/papers/69f5939871405d493affebc2https://doi.org/10.24875/bmhime.m25000116
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