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Characterization of Microbiota in Children with Chronic Functional Constipation
Tim G J de Meij1, Evelien F J de Groot2, Anat Eck3
1Department of Pediatric Gastroenterology, VU University Medical Center, Amsterdam, The Netherlands.
Pediatric functional constipation is linked to gut microbiota disruption. While standard analysis showed no differences, advanced regression identified specific bacterial species distinguishing constipated children from controls with 82% accuracy.
Area of Science:
- Microbiology
- Pediatric Gastroenterology
- Bioinformatics
Background:
- Intestinal microbiota disruption is implicated in pediatric functional constipation (FC).
- Understanding the specific microbial composition in FC is crucial for developing targeted probiotic therapies.
- Current knowledge gaps hinder scientifically-based selection of beneficial probiotic strains for FC.
Purpose of the Study:
- To characterize and compare the microbial composition and diversity in children with FC versus healthy controls.
- To identify specific microbial signatures associated with functional constipation in pediatric populations.
Main Methods:
- Fecal samples from 76 children with FC (Rome III criteria) and 61 healthy children were analyzed using IS-pro, a PCR-based microbiota profiling method.
- Microbiota dissimilarity was assessed using principal coordinate analysis (PCoA) and Shannon diversity index.
- Cross-validated logistic ridge regression was employed to identify discriminative microbial species.
Main Results:
- Unsupervised methods (PCoA, Shannon diversity) did not reveal significant differences in overall microbiota profiles or diversity between FC and control groups.
- Logistic ridge regression achieved 82% accuracy in discriminating between children with FC and healthy controls.
- Specific species, including increased Bacteroides fragilis, Bacteroides ovatus, Bifidobacterium longum, Parabacteroides spp., and decreased Alistipes finegoldii, were identified as discriminative markers for FC.
Conclusions:
- Standard statistical methods are insufficient for discriminating FC from healthy controls based on microbiota profiles.
- Advanced regression techniques can accurately differentiate between constipated children and controls using microbial signatures.
- Further research is needed to characterize microbial signatures linked to clinical subgroups of FC to optimize microbiota-based interventions.
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