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Updated: Jan 13, 2026

Author Spotlight: Assessing the Cardiovascular Profile of Patients with Metabolic Syndrome
Published on: September 27, 2024
Diagnostic thresholds of cardiorespiratory fitness for identifying cardiometabolic risk in youth
Antonio García-Hermoso1, Rodrigo Yáñez-Sepúlveda2, Ignacio Hormazábal-Aguayo3
1Navarrabiomed, Hospital Universitario de Navarra, Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain.
Background And Aim:
Cardiorespiratory fitness, measured as peak oxygen uptake (VO2peak), is a key marker of metabolic health in youth, but age- and sex-specific diagnostic thresholds for identifying elevated cardiometabolic risk (CMR) remain undefined. This study aimed to establish age- and sex-specific VO2peak cut-points for elevated CMR by (i) conducting a cross-sectional diagnostic analysis that compared the diagnostic accuracy of commonly used VO2peak estimation equations (Barnett, Léger, Matsuzaka) to select the best-performing index, and (ii) performing a systematic review and meta-analysis to synthesize and validate findings.
Methods And Results:
To establish diagnostic thresholds of VO2peak for identifying CMR in youth, we conducted a two-part study. First, a cross-sectional analysis was performed using data from 1059 children aged 8-11 years. Second, a systematic review and meta-analysis were conducted to synthesize evidence from existing observational studies. The literature search included four databases. Eligible studies included cross-sectional or cohort designs with participants aged 3-18 years, and reported cardiorespiratory fitness as VO2peak along with composite measures of CMR. We included 14 studies comprising a total of 20,780 children and adolescents. Optimal VO2peak thresholds for identifying elevated CMR were 43.2 mL/kg/min for boys and 41.9 mL/kg/min for girls aged <13 years, and 40.0 mL/kg/min for boys and 38.5 mL/kg/min for girls aged ≥13. These thresholds demonstrated moderate-to-strong diagnostic performance, and corresponded to the 20th-40th percentiles of international normative data.
Conclusion:
We report novel age- and sex-specific VO2peak thresholds for elevated CMR in youth, with good diagnostic performance, to aid early identification and prevention.
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