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Article

Obesity and Resting Metabolic Rate Assessed by Indirect Calorimetry in Pediatric Patients from Northeastern Romania

by
Lorena Mihaela Manole
1,
Elena Țarcă
1,*,
Laura Otilia Boca
1,2,
Mădălina Andreea Donos
1,2,
Elena-Lia Spoială
1,2,
Iulia Margasoiu
1,3,
Otilia Elena Frăsinariu
1,2,
Nicoleta Gabriela Ciobanu-Hașovschi
1,4,
Viorel Țarcă
5 and
Laura Mihaela Trandafir
1,2
1
Grigore T. Popa University of Medicine and Pharmacy, 700115 Iași, Romania
2
Saint Mary Emergency Children Hospital, 700309 Iași, Romania
3
Nutriwise by Iulia Margasoiu, 707410 Iași, Romania
4
“Socola” Institute of Psychiatry, 700282 Iași, Romania
5
Faculty of Dental Medicine, Apollonia University, 700511 Iași, Romania
*
Author to whom correspondence should be addressed.
Diagnostics 2026, 16(2), 320; https://doi.org/10.3390/diagnostics16020320
Submission received: 15 December 2025 / Revised: 14 January 2026 / Accepted: 16 January 2026 / Published: 19 January 2026

Abstract

Pediatric obesity is a growing public health concern, significantly increasing the risk of metabolic and cardiovascular comorbidities. Background/Objectives: This study aims to explore the burden of obesity, its associated comorbidities, and resting metabolic rate (RMR) assessed by indirect calorimetry among children and adolescents in a cohort of 223 participants from Nord-East of Romania. Methods: A cross-sectional study was conducted among 223 children and adolescents (aged 4–18 years) who were diagnosed with obesity at Saint Mary Emergency Children’s Hospital Iași. Anthropometric measurements, clinical assessment, and biochemical parameters were recorded. RMR was measured by indirect calorimetry, using the Fitmate Pro Metabolic Technology (Cosmed, Rome, Italy), under a stable environment for 15 min, following a fasting period of minimum 6–8 h. Data were analyzed using SPSS 22.0, applying descriptive statistics and Pearson correlations. Results: A total of 223 participants were included in the analysis, with a mean age of 12.03 ± 3.32 years (range 4–17 years) and a mean body mass index (BMI) of 31.21 ± 5.84 kg/m2. The average RMR was 1687.5 ± 425.5 kcal/day, with higher values in males compared with females. RMR showed significant positive correlations with age (r = 0.60), BMI (r = 0.51), waist circumference (r = 0.67), and fat mass measured with a three-site formula technique (r = 0.51) and systolic (r = 0.45) and diastolic blood pressure (r = 0.19), all with p < 0.001. A weak inverse correlation was observed between RMR and the fitness index (r = −0.24, p < 0.001), indicating an association between lower fitness scores and higher RMR values. RMR showed no significant correlation with fasting glucose or lipid levels, indicating that metabolic rate was more influenced by body composition than by biochemical markers. Conclusions: Pediatric obesity is strongly linked to multiple comorbidities, emphasizing the need for early detection and targeted interventions. Higher BMI and central adiposity were associated with increased RMR. Indirect calorimetry provides valuable insights into the metabolic profile of children with obesity and can inform individualized management strategies.
Keywords: obesity; indirect calorimetry; resting metabolic rate; nutritional therapy; children; adolescents obesity; indirect calorimetry; resting metabolic rate; nutritional therapy; children; adolescents

Share and Cite

MDPI and ACS Style

Manole, L.M.; Țarcă, E.; Boca, L.O.; Donos, M.A.; Spoială, E.-L.; Margasoiu, I.; Frăsinariu, O.E.; Ciobanu-Hașovschi, N.G.; Țarcă, V.; Trandafir, L.M. Obesity and Resting Metabolic Rate Assessed by Indirect Calorimetry in Pediatric Patients from Northeastern Romania. Diagnostics 2026, 16, 320. https://doi.org/10.3390/diagnostics16020320

AMA Style

Manole LM, Țarcă E, Boca LO, Donos MA, Spoială E-L, Margasoiu I, Frăsinariu OE, Ciobanu-Hașovschi NG, Țarcă V, Trandafir LM. Obesity and Resting Metabolic Rate Assessed by Indirect Calorimetry in Pediatric Patients from Northeastern Romania. Diagnostics. 2026; 16(2):320. https://doi.org/10.3390/diagnostics16020320

Chicago/Turabian Style

Manole, Lorena Mihaela, Elena Țarcă, Laura Otilia Boca, Mădălina Andreea Donos, Elena-Lia Spoială, Iulia Margasoiu, Otilia Elena Frăsinariu, Nicoleta Gabriela Ciobanu-Hașovschi, Viorel Țarcă, and Laura Mihaela Trandafir. 2026. "Obesity and Resting Metabolic Rate Assessed by Indirect Calorimetry in Pediatric Patients from Northeastern Romania" Diagnostics 16, no. 2: 320. https://doi.org/10.3390/diagnostics16020320

APA Style

Manole, L. M., Țarcă, E., Boca, L. O., Donos, M. A., Spoială, E.-L., Margasoiu, I., Frăsinariu, O. E., Ciobanu-Hașovschi, N. G., Țarcă, V., & Trandafir, L. M. (2026). Obesity and Resting Metabolic Rate Assessed by Indirect Calorimetry in Pediatric Patients from Northeastern Romania. Diagnostics, 16(2), 320. https://doi.org/10.3390/diagnostics16020320

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