Related Experiment Video
Updated: Dec 15, 2025

Guided Protocol for Fecal Microbial Characterization by 16S rRNA-Amplicon Sequencing
Published on: March 19, 2018
Microbiome of the first stool and overweight at age 3 years: A prospective cohort study
Katja Korpela1, Marjo Renko1,2, Petri Vänni1,3
1PEDEGO Research Unit, Medical Research Center, University of Oulu, Oulu, Finland.
Insights
The meconium microbiome at birth can predict a child's future risk of becoming overweight. Specific bacterial proportions in infant gut microbiota are linked to growth outcomes.
Area of Science:
- Microbiome research
- Pediatric health
- Growth prediction
Background:
- The first-pass meconium contains a diverse microbiome, but its clinical importance remains unclear.
- Understanding the early life microbiome is crucial for predicting long-term health outcomes.
Purpose of the Study:
- To investigate if the meconium microbiome composition at birth can predict subsequent child growth.
- To establish a link between the infant gut microbiome and the development of overweight.
Main Methods:
- A prospective, population-based cohort study involving 212 newborns.
- Collection of meconium samples at birth and growth measurements up to 3 years.
- Analysis using next-generation sequencing of bacterial 16S rRNA genes and machine learning.
Main Results:
- The meconium microbiome differed between children who became overweight and those who did not by age 3.
- Machine learning models predicted subsequent overweight with an area under the curve of 0.70.
- Lower Staphylococcus abundance at birth correlated with greater length/height at 1 and 2 years.
Conclusions:
- The meconium microbiome is a significant predictor of subsequent overweight development in children.
- The gut microbiome's influence on overweight begins as early as pregnancy and birth.
Background:
Several reports have revealed that the first-pass meconium hosts a diverse microbiome, but its clinical significance is not known.
Objective:
We designed a prospective population-based cohort study to evaluate whether the meconium microbiome predicts subsequent growth in children.
Methods:
The study comprised 212 consecutive newborns with a meconium sample and a follow-up sample at 1 year of age. Trained nurses measured the children for weight and length using standardized techniques. We used next-generation sequencing of bacterial 16S rRNA gene and machine-learning approach for the analysis.
Results:
The children with overweight at 3 years of age differed in their meconium microbiome from those with normal weight, having a higher proportion of Bacteroidetes phylum (29% vs 15%, P = .013). Using the machine-learning approach, the gut microbiome at birth predicted subsequent overweight with area under the curve 0.70 (SD 0.04). A lower proportion of Staphylococcus at birth was associated with greater length/height at 1 year (ß = -.68, P = .029) and 2 years of age (β = -.74, P = .030).
Conclusions:
The microbiome of the first-pass meconium predicted subsequent overweight at the age of 3 years. The association between the gut microbiome and overweight appears to start already during pregnancy and at birth.
More Related Videos
Related Concept Videos
Anatomy of the Intestines
Small Intestines
The small intestine is an ~7 meter-long tube with an inner diameter of just 2.5 cm. Since most nutrients are absorbed here, the inner lining of the...
Bacterial Flora of the Large Intestine
The normal gut flora of the colon plays a critical role in generating essential vitamins such as vitamins K, B5, and B7.

