Creation of an E-toileting Log Through Classification of the Physical Properties of Stool and Urine Using TrueLoo™

August 9, 2021 updated by: Toi Labs, Inc.

TrueLoo™: Determining the Feasibility of an Electronic Bowel Movement and Urinary Event Log Via In Situ Categorization of Physical Properties of Stool and Urine

The purpose of this study is to assess the feasibility of TrueLoo™, an Internet-connected smart toilet seat, in accurately monitoring and logging bowel movements and urinations of residents in senior living facilities across Northern California.

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.

Detailed Description

The logging and monitoring of bowel movements and urinary events is an important aspect of preventative care for residents in senior living facilities, providing early warning signs for conditions that may otherwise cause complications if dealt with reactively. However, this information is sporadically collected - if at all - and subjectively interpreted by caregivers, leading to inconsistencies and unreliable data. Toi Labs, Inc. has created TrueLoo™, an Internet-connected toilet seat, as a solution to these issues. TrueLoo™ acquires time-lapse images of a bowel movement or urinary event automatically and under controlled conditions. Residents enrolled in the current study will have a TrueLoo™ installed in their private bathroom, through which all bowel movements and urinary events will be tracked, anonymously, privately, and securely. As a result, an electronic bowel movement and urinary event log for each enrolled resident will be generated. Given sufficient data, the TrueLoo™ system will complete such electronic logs automatically, identify points in time where particular enrolled residents may have experienced anomalous toileting patterns, and determine the relevance of such events through targeted health history and urine sampling.

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.
143

Contacts and Locations

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

Study Locations

  • United States
    • California
      • Concord, California, United States, 94520
        • Carlton Senior Living (Concord)
      • Davis, California, United States, 95618
        • Carlton Senior Living (Davis)
      • Elk Grove, California, United States, 95758
        • Carlton Senior Living (Elk Grove)
      • Sacramento, California, United States, 95608
        • Eskaton Village Carmichael
      • Sacramento, California, United States, 95682
        • Eskaton Lodge Cameron Park
      • Union City, California, United States, 94587
        • Masonic Homes

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

55 years and older (Adult, Older Adult)

Accepts Healthy Volunteers

No

Genders Eligible for Study

All

Sampling Method

Non-Probability Sample

Study Population

The study population was comprised of subjects that belong to the same study group, regardless of symptoms, disease diagnosis or state. Furthermore, there was no stratification of the population by sex, age, race or disease severity.

Description

Inclusion Criteria:

  • Must be willing to participate and provide consent for the study;
  • Must be a male or female, aged 55 or older;
  • Must be a resident of a senior living facility;
  • Must have regular access to a TrueLoo™.

Exclusion Criteria:

  • Candidates who are unwilling or unable to accept the requirements associated with installing TrueLoo™ in their residence, including power and Wi-Fi connectivity;
  • Candidates who use certain types of toileting assistance devices that at this time are not compatible with TrueLoo™ (e.g., padded toilet seat risers).

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

  • Observational Models: Cohort
  • Time Perspectives: Retrospective

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.
Study group (all subjects)
All subjects belonged to the same study group, regardless of symptoms, disease diagnosis or state. Furthermore, there was no stratification of the population by sex, age, race or disease severity.
Device: TrueLoo™
TrueLoo™ is an Internet-connected, smart toilet seat that uses computer vision technology to log and capture daily bowel movements and urinations. This data is then categorized by physical excreta characteristics to train and develop machine learning algorithms that are intended to eventually identify significant changes in stool and urine in real-time.

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
Bowel movement and urinary event dataset creation
Time Frame: Week 16 - 30
Number of urinations and bowel movements exhibited from each participant during the study period, as observed by TrueLoo™ image analysis.
Week 16 - 30

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
Comparison with current methodologies
Time Frame: Week 16 - 30
Error rate of bowel movement and urinary event tracking from current caregiver-reported and self-reported methods.
Week 16 - 30

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
Identification of anomalous toileting patterns in TrueLoo™ data
Time Frame: Week 16 - 30
Number of bowel movement and urinary event anomalies observed by TrueLoo™; ad-hoc health history collection and urine sampling will determine the relevance of these events.
Week 16 - 30

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.
Toi Labs, Inc.

Investigators

Investigators

A researcher involved in a clinical study. Related terms include site principal investigator, site sub-investigator, study chair, study director, and study principal investigator.
  • Principal Investigator: Paul F Cristman, PhD, MS, BS, Toi Labs, Inc.

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.
November 14, 2019

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.
June 1, 2021

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.
June 18, 2021

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).
July 14, 2021

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.
August 9, 2021

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.
August 17, 2021

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.
August 17, 2021

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.
August 9, 2021

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.
August 1, 2021

More Information

Terms related to this study

Keywords

Additional Relevant MeSH Terms

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.
  • 20191822 (Other Identifier: WCG IRB (IRB #))
  • TLSD-001 (Other Identifier: WCG IRB (Protocol #))

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

Undecided

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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