The Effect of AI-based Microbiome Diet on IBS-M Symptoms
An Open-labelled Interventional Study With 25 IBS-M Patients in Which Group 1 (n=14) Followed Six Weeks of AI-based Microbiome Diet and Group 2 (n=11) Followed Standard IBS Diet
1 other identifier
interventional
25
1 country
1
Brief Summary
This study was designed as a pilot, open-labelled study. We enrolled consecutive IBS-M patients (n=25, 19 females, 46.06 ± 13.11 years) according to Rome IV criteria. Fecal samples were obtained from all patients twice (pre- and post-intervention) and high-throughput 16S rRNA sequencing was performed. Patients were divided into two groups based on age, gender and microbiome matched. Six weeks of AI-based microbiome diet (n=14) for group 1 and standard IBS diet (Control group, n=11) for group 2 were followed. AI-based diet was designed based on optimizing a personalized nutritional strategy by an algorithm regarding individual gut microbiome features. An algorithm assessing an IBS index score using microbiome composition attempted to design the optimized diets based on modulating microbiome towards the healthy scores. Baseline and post-intervention IBS-SSS (symptom severity scale) scores and fecal microbiome analyses were compared.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at below P25 for not_applicable
Started Oct 2020
Shorter than P25 for not_applicable
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
October 5, 2020
CompletedPrimary Completion
Last participant's last visit for primary outcome
November 16, 2020
CompletedStudy Completion
Last participant's last visit for all outcomes
January 15, 2021
CompletedFirst Submitted
Initial submission to the registry
February 19, 2021
CompletedFirst Posted
Study publicly available on registry
February 24, 2021
CompletedFebruary 24, 2021
February 1, 2021
1 month
February 19, 2021
February 22, 2021
Conditions
Outcome Measures
Primary Outcomes (1)
IBS-SSS change
Change in IBS-SSS scores according to ROME IV criteria were assessed.
Change is measured between the scores pre-intervention and the scores six weeks after the intervention starts
Study Arms (2)
Personalized microbiome diet
EXPERIMENTALSix weeks of AI-based microbiome diet was introduced.
Standard IBS diet
ACTIVE COMPARATORSix weeks of standard IBS diet was introduced.
Interventions
The personalized nutrition model estimates the optimal micronutrient compositions for a required microbiome modulation. In this study, we computed the microbiome modulation needed for an IBS case, based on the IBS-indices generated by the machine learning models. According to that, the baseline microbiome compositions are perturbed randomly with a small probability p. Perturbed profiles are accepted with a probability proportional to the decrease in the IBS-index as suggested by Metropolis sampling. This Monte-Carlo random walk in the microbiome composition space is expected to meet a low IBS-index microbiome composition nearby the baseline microbiome composition of the patient with a minimal modulation. The personalized nutrition model, then, estimates the optimized nutritional composition needed for this individual, expecting to drive the IBS-index to lower values.
Eligibility Criteria
You may qualify if:
- Diagnosed with IBS by a medical doctor.
- BMI between 18.5-39.9 kg/m2
- No hospitalization in the last 12 months.
- No antibiotics use in the last 6 months.
- No cancer diagnosis by a medical doctor.
- No chronic complex diseases including diabetes and hypertension.
You may not qualify if:
- Not being diagnosed with IBS.
- Having a diagnosed chronic disease.
- Having a diagnosed mental or psychiatric disorder .
- Having endocrinal disorders.
- Being pregnant.
- Antibiotics use in the last 6 months.
- Hospitalization history in the last 12 months.
- Drug use.
- Being morbid obese.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Gazi Universitylead
- ENBIOSIS BIOTECHNOLOGIEScollaborator
- TC Erciyes Universitycollaborator
Study Sites (1)
Gazi University
Ankara, Turkey (Türkiye)
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- NONE
- Purpose
- TREATMENT
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Professor Doctor of Gastroenterology
Study Record Dates
First Submitted
February 19, 2021
First Posted
February 24, 2021
Study Start
October 5, 2020
Primary Completion
November 16, 2020
Study Completion
January 15, 2021
Last Updated
February 24, 2021
Record last verified: 2021-02