Building an AI to Infer/Predict an Estimated Stool Microbiome Profile (Poobiome)

February 5, 2025 updated by: Danone Asia Pacific Holdings Pte, Ltd.

A Study to Develop, Evaluate, and Validate a Tool to Infer/Predict an Estimated Microbiome Profile

This is a study to collect data to build, evaluate and validate (test) a tool to infer/predict an estimated microbiome (community of microorganisms such as bacteria, fungi and viruses that exists in a particular environment) profile. The study will take place at several hospitals/clinics across Singapore, Malaysia, and Thailand.

Study Overview

Status

Status

Indicates the current recruitment status or the expanded access status.
Completed

Conditions

Conditions

The disease, disorder, syndrome, illness, or injury that is being studied. On ClinicalTrials.gov, conditions may also include other health-related issues, such as lifespan, quality of life, and health risks.

Intervention / Treatment

Intervention / Treatment

A process or action that is the focus of a clinical study. Interventions include drugs, medical devices, procedures, vaccines, and other products that are either investigational or already available. Interventions can also include noninvasive approaches, such as education or modifying diet and exercise.

Study Type

Study Type

Describes the nature of a clinical study. Study types include interventional studies (also called clinical trials), observational studies (including patient registries), and expanded access.
Observational

Enrollment (Actual)

Enrollment

The number of participants in a clinical study. The "anticipated" enrollment is the target number of participants that the researchers need for the study.
440

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

Study Contact

The name and contact information for the person who can answer enrollment questions for a clinical study. Each location where the study is being conducted may also have a specific contact, who may be better able to answer those questions.

Study Contact Backup

Study Locations

  • Malaysia
      • Kuala Lumpur, Malaysia, 59100
        • University Malaya Medical Center
  • Singapore
      • Singapore, Singapore, 229899
        • KK Women's and Children's Hospital
      • Singapore, Singapore, 228510
        • Mount Elizabeth Medical Centre
  • Thailand
      • Pathumthani, Thailand, 12120
        • Thammasat University Hospital

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Eligibility Criteria

The key requirements that people who want to participate in a clinical study must meet or the characteristics they must have. Eligibility criteria consist of both inclusion criteria (which are required for a person to participate in the study) and exclusion criteria (which prevent a person from participating). Types of eligibility criteria include whether a study accepts healthy volunteers, has age or age group requirements, or is limited by sex.

Ages Eligible for Study

  • Child

Accepts Healthy Volunteers

Yes

Sampling Method

Non-Probability Sample

Study Population

Healthy term children aged 0 to 18 months old

Description

Inclusion Criteria:

  1. Children aged from 0 to 18 months old
  2. Parent(s) should have access to the internet and a smartphone or tablet to upload stool data and complete the study questionnaires in the OneBiome web-platform.
  3. Parent(s) should be able to comprehend the content of the study and to complete the study procedures in English.
  4. Written consent from parent.

Exclusion Criteria:

  1. Parent(s) incapable of completing the study questionnaires and uploading of the stool data using smart phone or tablet with internet.
  2. Children born before gestational age 37 weeks.
  3. Any other family member is enrolled in the study
  4. Incapability of parents of children to comply with study protocol or Investigator's uncertainty about the willingness or ability of the parents of children to comply with the protocol requirements.

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

Cohorts and Interventions

Group / Cohort

Group / Cohort

A group or subgroup of participants in an observational study that is assessed for biomedical or health outcomes.
Intervention / Treatment

Intervention / Treatment

A process or action that is the focus of a clinical study. Interventions include drugs, medical devices, procedures, vaccines, and other products that are either investigational or already available. Interventions can also include noninvasive approaches, such as education or modifying diet and exercise.
Non-weaned Children
Children who have not started weaning food
Other: Stool diaper data and sample collection
Stool diaper data and sample collection
Weaned Children (Non-Caucasian)
Non-Caucasian children who have started weaning food
Other: Stool diaper data and sample collection
Stool diaper data and sample collection
Weaned Children (Caucasian)
Caucasian children who have started weaning food
Other: Stool diaper data and sample collection
Stool diaper data and sample collection

What is the study measuring?

Primary Outcome Measures

Primary Outcome Measures

In a clinical study's protocol, the planned outcome measure that is the most important for evaluating the effect of an intervention/treatment. Most clinical studies have one primary outcome measure, but some have more than one.
Outcome Measure
Measure Description
Time Frame
To collect stool data and stool samples for full microbiome analysis. To collect stool images, stool data and stool samples for full microbiome analysis
Time Frame: 7 days

To collect stool data and stool samples for full microbiome analysis.

To collect stool images, stool data and stool samples for full microbiome analysis
7 days

Secondary Outcome Measures

Secondary Outcome Measures

In a clinical study's protocol, a planned outcome measure that is not as important as the primary outcome measure for evaluating the effect of an intervention but is still of interest. Most clinical studies have more than one secondary outcome measure.
Outcome Measure
Measure Description
Time Frame
To assess the microbiome composition in the stool sample of the subject
Time Frame: 7 days
To assess the microbiome composition in the stool sample of the subject
7 days
To assess the dietary pattern based on Food Frequency Questionnaire (FFQ)
Time Frame: 7 days
To determine/assess the eating/dietary pattern of the participants based on the Food Frequency Questionnaire (FFQ) data and reflect insights in the OneBiome report
7 days
To explore the association between microbiome composition and known factors that influence the microbiome in early life
Time Frame: 7 days
To explore the association between microbiome composition and known factors that influence the microbiome in early life including mode of delivery, antibiotic prophylaxis, infant feeding patterns and diet
7 days

Other Outcome Measures

Other Outcome Measures

For clinical trials, a planned measurement described in the protocol that is used to determine the effect of an intervention/treatment on participants. For observational studies, a measurement or observation that is used to describe patterns of diseases or traits, or associations with exposures, risk factors, or treatment. Types of outcome measures include primary outcome measure and secondary outcome measure.
Outcome Measure
Measure Description
Time Frame
The accuracy level of the stool AI in predicting the stool consistency using BITSS versus the scores provided by parents
Time Frame: 7 days
The accuracy level of the stool AI in predicting the stool consistency using BITSS 4-point scale versus the scores provided by parents on the same 4-point scale
7 days

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Sponsor

Sponsor

The organization or person who initiates the study and who has authority and control over the study.
Danone Asia Pacific Holdings Pte, Ltd.

Collaborators

Collaborators

An organization other than the sponsor that provides support for a clinical study. This support may include activities related to funding, design, implementation, data analysis, or reporting.
National University Hospital, Singapore
University of Malaya
KK Women's and Children's Hospital
Thammasat University Hospital
Mount Elizabeth Medical Centre

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

Study Start

The actual date on which the first participant was enrolled in a clinical study. The "anticipated" study start date is the date that the researchers think will be the study start date.
March 21, 2023

Primary Completion (Actual)

Primary Completion

The date on which the last participant in a clinical study was examined or received an intervention to collect final data for the primary outcome measure. Whether the clinical study ended according to the protocol or was terminated does not affect this date. For clinical studies with more than one primary outcome measure with different completion dates, this term refers to the date on which data collection is completed for all the primary outcome measures. The "anticipated" primary completion date is the date that the researchers think will be the primary completion date for the study.
September 28, 2024

Study Completion (Actual)

Study Completion

The date on which the last participant in a clinical study was examined or received an intervention/treatment to collect final data for the primary outcome measures, secondary outcome measures, and adverse events (that is, the last participant's last visit). The "anticipated" study completion date is the date that the researchers think will be the study completion date.
December 22, 2024

Study Registration Dates

First Submitted

First Submitted

The date on which the study sponsor or investigator first submitted a study record to ClinicalTrials.gov. There is typically a delay of a few days between the first submitted date and the record's availability on ClinicalTrials.gov (the first posted date).
April 27, 2023

First Submitted That Met QC Criteria

First Submitted That Met QC Criteria

The date on which the study sponsor or investigator first submits a study record that is consistent with National Library of Medicine (NLM) quality control (QC) review criteria. The sponsor or investigator may need to revise and submit a study record one or more times before NLM's QC review criteria are met. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
April 27, 2023

First Posted (Actual)

First Posted

The date on which the study record was first available on ClinicalTrials.gov after National Library of Medicine (NLM) quality control (QC) review has concluded. There is typically a delay of a few days between the date the study sponsor or investigator submitted the study record and the first posted date.
May 6, 2023

Study Record Updates

Last Update Posted (Actual)

Last Update Posted

The most recent date on which changes to a study record were made available on ClinicalTrials.gov. There may be a delay between when the changes were submitted to ClinicalTrials.gov by the study's sponsor or investigator (the last update submitted date) and the last update posted date.
March 25, 2025

Last Update Submitted That Met QC Criteria

Last Update Submitted That Met QC Criteria

The most recent date on which the study sponsor or investigator submitted changes to a study record that are consistent with National Library of Medicine (NLM) quality control (QC) review criteria. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
February 5, 2025

Last Verified

Last Verified

The most recent date on which the study sponsor or investigator confirmed the information about a clinical study on ClinicalTrials.gov as accurate and current. If a study with a recruitment status of recruiting; not yet recruiting; or active, not recruiting has not been confirmed within the past 2 years, the study's recruitment status is shown as unknown.
February 1, 2025

More Information

Terms related to this study

Keywords

Other Study ID Numbers

Other Study ID Numbers

Identifiers or ID numbers other than the NCT number that are assigned to a clinical study by the study's sponsor, funders, or others. These numbers may include unique identifiers from other trial registries and National Institutes of Health grant numbers.
  • EBB19GC16961-A

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

NO

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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