Beyond vectorial bioelectrical impedance: Assessing body composition changes with novel electrical parameters in obese osteoarthritis patients on a meal-replacement diet.
Alfaro-Martínez J, Primo-Martín D, et al. • Endocrinologia, diabetes y nutricion • 2026
The new interpretation of BIVA as nutrition parameter (NP) and hydration parameter (HP) have a high correlation with body composition parameters estimated by regression models, and they report changes in body composition after a partial meal-replacement diet such as regression equations.
Key Findings
Results
A novel BIVA-based nutrition parameter (NP) showed high correlation with body cell mass standardized by height in both men and women.
Correlation between NP and BCM/h was 0.96 for men (p<0.01) and 0.88 for women (p<0.01).
Study included 272 patients (23.16% men; 76.84% women) with obesity and osteoarthritis.
NP is derived from raw electrical BIA parameters without requiring estimation equations.
Results
The novel hydration parameter (HP) correlated significantly with estimated total body water in both sexes.
Correlation coefficient between HP and estimated total body water was 0.769 for men and 0.63 for women (p<0.01 in both cases).
HP is based on raw BIVA electrical values and does not rely on regression-based estimation.
The correlation was lower in women than in men.
Results
The novel fat parameter (FP) correlated significantly with estimated fat mass standardized by height in both sexes.
Correlation coefficient between FP and estimated fat mass (FM) standardized by height was 0.83 for men and 0.89 for women (p<0.01).
FP is derived from raw BIA electrical parameters without estimation models.
The correlation was slightly higher in women than in men.
Results
Body weight and fat mass decreased significantly over 3 months of meal-replacement diet.
Body weight decreased from 99.33 (±15.0) kg at baseline to 92.03 (±16.0) kg at 3 months (p<0.01).
Fat mass decreased from 49.93 (±6.67) kg at baseline to 44.22 (±9.08) kg at 3 months.
The intervention was a 3-month meal-replacement diet in patients with osteoarthritis prior to orthopedic surgery.
This was a 1-group intervention study with anthropometry and BIA registered at baseline and 3 months.
Results
Body cell mass (BCM) and fat-free mass did not change significantly over the 3-month meal-replacement intervention.
There was no statistically significant difference in BCM or fat-free mass between baseline and 3 months.
This suggests the meal-replacement diet preserved lean mass while reducing fat mass.
The study population had obesity and osteoarthritis and were awaiting orthopedic surgery.
Results
The novel nutrition parameter (NP) and fat parameter (FP) decreased significantly after 3 months of meal-replacement diet, while the hydration parameter (HP) did not change.
NP decreased from +0.50 (±0.31) at baseline to +0.42 (±0.42) at 3 months (p=0.03).
FP decreased from +0.49 (±0.17) at baseline to +0.38 (±0.16) at 3 months (p<0.01).
There was no statistically significant difference in HP between baseline and 3 months.
These novel parameters detected body composition changes consistent with those found by traditional regression-based estimates.
Methods
The study evaluated a new BIVA-based method to represent raw BIA electrical values as nutrition, hydration, and fat parameters without relying on estimation equations.
Traditional BIA body composition estimation uses regression models, which may introduce error; the new method uses raw electrical parameters directly.
The new parameters include a nutrition parameter (NP), hydration parameter (HP), and fat parameter (FP).
The study was a 1-group intervention with 272 patients assessed at baseline and 3 months.
Patients had obesity and osteoarthritis and were undergoing evaluation prior to orthopedic surgery.
Alfaro-Martínez J, Primo-Martín D, Gonzalvo-Díaz C, Izaola-Jauregui O, Jara-Vidal M, García-Blasco L, et al.. (2026). Beyond vectorial bioelectrical impedance: Assessing body composition changes with novel electrical parameters in obese osteoarthritis patients on a meal-replacement diet.. Endocrinologia, diabetes y nutricion. https://doi.org/10.1016/j.endien.2025.501644