Related Experiment Video
Updated: Nov 17, 2025

Author Spotlight: Advancements in 3D Optical Imaging for Comprehensive Body Composition Assessment in Modern Research
Published on: June 7, 2024
Weight/length ratio references and newborn body composition estimation at birth from a Brazilian cohort
Carlos Grandi1, Livia Dos S Rodrigues2, Davi C Aragon2
1Argentine Society of Pediatrics, Research Department, Buenos Aires, Argentina.
Insights
This study calculated weight/length (W/L) ratios and body composition percentiles for Brazilian newborns. Results show that small-for-gestational-age (SGA) and wasted infants have lower body composition measures, informing nutritional assessments.
Area of Science:
- Pediatrics
- Neonatology
- Nutritional Science
Background:
- Accurate assessment of newborn body composition is crucial for identifying nutritional status.
- Existing references may not fully represent diverse neonatal populations.
Purpose of the Study:
- To establish weight/length (W/L) ratio percentiles by sex and gestational age (GA) for Brazilian newborns.
- To estimate fat mass (FM), fat-free mass (FFM), and body fat percentage (BF%) using W/L ratios.
- To compare body composition indices in preterm, SGA, LGA, stunted, and wasted infants with INTERGROWTH-21st standards.
Main Methods:
- Secondary analysis of 7427 live-born infants from the BRISA Cohort Study (2010).
- Utilized multiple regression models with W/L ratio for body composition estimation.
- Calculated 3rd, 50th, and 97th percentiles for W/L ratio and body composition using fractional polynomial regression.
Main Results:
- Average W/L ratio was 6.50 kg/m; average FM, BF%, and FFM were 359.64 g, 10.90%, and 2798.84 g, respectively.
- Small-for-gestational-age (SGA) and wasted infants exhibited the lowest W/L ratios and body composition measures.
- Presented percentile charts for W/L, FM, BF%, and FFM by GA and sex.
Conclusions:
- Weight/length (W/L) ratio values from the RP-BRISA Cohort exceed those from INTERGROWTH-21st.
- SGA and wasted infants demonstrate suboptimal body composition.
- The developed body composition references can enhance nutritional assessment for Brazilian newborns and facilitate cross-population comparisons.
Objectives:
The objective was to calculate weight/length (W/L) ratio values and percentiles by sex and gestational age (GA) to estimate fat mass (FM), fat-free mass (FFM) and body fat percentage (BF%) as well as to compare these indices in preterm, small (SGA), and large (LGA) for GA, stunted and wasted infants from a Brazilian cohort of newborns, comparing with the INTERGROWTH-21st.
Methods:
Secondary, cross-sectional analysis of data obtained of 7427 live-born infants from the BRISA Cohort Study in the city of Ribeirão Preto, SP, Brazil in 2010. For body composition estimation, W/L ratio was used in multiple regression models. The 3rd, 50th, and 97th percentiles for W/L ratio and body composition measures (FM, FFM, and BF%) were calculated using fractional polynomial regression models.
Results:
Average W/L ratio was 6.50 kg/m (SD 0.87), while for FM, BF%, and FFM the corresponding values were 359.64 g (145.76), 10.90% (3.05) and 2798.84 g (414.84), respectively. SGA (< 3rd percentile), and wasted infants showed the lowest W/L ratios and measures of body composition. The 3rd, 50th, and 97th percentiles charts of W/L, FM, BF%, and FFM by GA and sex are presented.
Conclusions:
W/L ratio values of the RP-BRISA Cohort are higher than IG-21st. SGA (< 3rd) and wasted infants showed the lowest W/L ratio and measures of body composition. The body composition references presented here could be used to refine the nutritional assessment of Brazilian newborns and to facilitate comparisons across populations.
Related Concept Videos
Pharmacokinetics in Pediatric Patients: Drug Distribution
Mass and Weight
Drug Dosing: Obese Patients
Drug Dosing: Infants and Children
z Scores and Area Under the Curve
Regression Toward the Mean

