Foundry120 atlas

Treatment-Specific Composition of Gut Microbiota Is Associated with Disease Remission in a Pediatric Crohn’s Disease Cohort

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Dataset overview

Participants 67
Samples None
Reuse readiness 4.1/10 evidence-backed score

Treatment-Specific Composition of the Gut Microbiota Is Associated With Disease Remission in a Pediatric Crohn's Disease Cohort.

Abstract

<h4>Background</h4>The beneficial effects of antibiotics in Crohn's disease (CD) depend in part on the gut microbiota but are inadequately understood. We investigated the impact of metronidazole (MET) and metronidazole plus azithromycin (MET+AZ) on the microbiota in pediatric CD and the use of microbiota features as classifiers or predictors of disease remission.<h4>Methods</h4>16S rRNA-based microbiota profiling was performed on stool samples from 67 patients in a multinational, randomized, controlled, longitudinal, 12-week trial of MET vs MET+AZ in children with mild to moderate CD. Profiles were analyzed together with disease activity, and then used to construct random forest models to classify remission or predict treatment response.<h4>Results</h4>Both MET and MET+AZ significantly decreased diversity of the microbiota and caused large treatment-specific shifts in microbiota structure at week 4. Disease remission was associated with a treatment-specific microbiota configuration. Random forest models constructed from microbiota profiles before and during antibiotic treatment with metronidazole accurately classified disease remission in this treatment group (area under the curve [AUC], 0.879; 95% confidence interval, 0.683-0.9877; sensitivity, 0.7778; specificity, 1.000; P < 0.001). A random forest model trained on pre-antibiotic microbiota profiles predicted disease remission at week 4 with modest accuracy (AUC, 0.8; P = 0.24).<h4>Conclusions</h4>MET and MET+AZ antibiotic regimens in pediatric CD lead to distinct gut microbiota structures at remission. It may be possible to classify and predict remission based in part on microbiota profiles, but larger cohorts will be needed to realize this goal.

Study facts

Organism
Platform
Age group
paediatric
Disease groups
Crohn's disease
Anatomical sites

Data availability

Specific data assets have not been resolved from the source yet — see the source repository below for the full file listing.

Strengths & limitations for reuse

Strengths

  • Participant counts are documented

Limitations

  • Not documented: raw reads are advertised
  • Not documented: feature/otu tables are advertised
  • Not documented: taxonomic tables are advertised
Extraction evidence & provenance

Each extracted field is shown with the source excerpt and location used to resolve it.

Assay

FieldValueEvidence
assay.sequencing_type amplicon_16s inferred
16S rRNA-based microbiota profiling was performed on stool samples

Section abstract Methods, offset 1500

Cohort

FieldValueEvidence
cohort.age_group paediatric
in children with mild to moderate CD

Section abstract Methods, offset 1640

cohort.crohns_disease_participants 67
stool samples from 67 patients in a multinational, randomized, controlled, longitudinal, 12-week trial of MET vs MET+AZ in children with mild to moderate CD

Section abstract Methods, offset 1580

cohort.disease_activity_metadata_available True
Profiles were analyzed together with disease activity

Section abstract Methods, offset 1800

cohort.study_design longitudinal
a multinational, randomized, controlled, longitudinal, 12-week trial

Section abstract Methods, offset 1570

cohort.total_participants 67
16S rRNA-based microbiota profiling was performed on stool samples from 67 patients in a multinational, randomized, controlled, longitudinal, 12-week trial

Section abstract Methods, offset 1500

cohort.treatment_exposure_documented True
trial of MET vs MET+AZ

Section abstract Methods, offset 1680

cohort.treatment_response_metadata_available True
used to construct random forest models to classify remission or predict treatment response

Section abstract Methods, offset 1740

Specimens

FieldValueEvidence
specimens.longitudinal_sampling True inferred
a multinational, randomized, controlled, longitudinal, 12-week trial

Section abstract Methods, offset 1560

specimens.sample_type stool
profiling was performed on stool samples

Section abstract Methods, offset 1510