Gastroenterology Artificial INtelligence System for Detecting Colorectal Polyps (The GAIN Study) (GAIN)
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Study Type
Study Type
Enrollment (Actual)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Locations
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-
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Haifa, Israel
- Elisha Medical Center
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Tel Aviv, Israel
- Sourasky Medical Center (Ichilov)
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Minnesota
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Rochester, Minnesota, United States, 55905
- Mayo Clinic
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North Carolina
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Durham, North Carolina, United States, 27710
- Duke Health
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Ohio
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Mentor, Ohio, United States, 44060
- Great Lakes Gastroenterology Research
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Pennsylvania
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Camp Hill, Pennsylvania, United States, 17011
- Susquehanna Research Group
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Texas
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El Paso, Texas, United States, 79912
- ANRC Research
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-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Description
Inclusion Criteria:
- Scheduled to undergo routine screening (including, but not limited to, FIT/Cologuard positive), routine surveillance (≥3 years as scheduled since last colonoscopy), or diagnostic (symptomatic) colonoscopy with High Definition White Light Endoscopy.
- Between the ages of 45 and 80 years, inclusive
- Able and willing to provide written informed consent
Exclusion Criteria:
- Self-reported pregnancy
- Known diagnosis of Colorectal Cancer
- History of, or referral for, Inflammatory Bowel Disease
- Previous surgery involving the colon or rectum
- Referral for known polyp or assessment of post-polypectomy site (i.e. less than 3 years since last colonoscopy).
- High suspicion or diagnosis of genetic polyposis syndromes, including familial adenomatous polyposis (FAP), hereditary nonpolyposis colorectal cancer (HNPCC), or any other high-risk family history meeting Bethesda guidelines.
- Referral for overt, symptomatic gastrointestinal bleeding
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Screening
- Allocation: Randomized
- Interventional Model: Parallel Assignment
- Masking: Single
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
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No Intervention: Colonoscopy (Standard of Care)
The control arm is colonoscopy with High Definition White Light Endoscopy (HD-WLE) per standard of care.
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Experimental: CADe Device
The intervention arm is colonoscopy with HD-WLE per standard of care plus the CADe Device.
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The CADe Device uses artificial intelligence to aid in identifying colorectal polyps during High Definition White Light Endoscopy (HD-WLE) based colonoscopies.
This device connects the Gastroenterologist's colonoscopy video output source to the main monitor and highlights the regions of interest where the device detects a potential lesion.
The CADe Device overlays graphical markers onto video from the endoscope camera and does not perform further processing to the endoscope video signal.
This device is not intended to replace clinical decision making.
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What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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Difference in Adenomas Per Colonoscopy (APC)
Time Frame: Day 1
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Difference in Adenomas Per Colonoscopy (APC) between the control and intervention arm, evaluated for superiority.
APC is defined as the average number of histologically confirmed adenomas resected per colonoscopy.
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Day 1
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Difference in Positive Percent Agreement (PPA)
Time Frame: Day 1
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Difference in Positive Percent Agreement (PPA) between the control and intervention arm, evaluated for non-inferiority.
PPA is defined as the total number of histologically confirmed Clinically Significant Excised Lesions, divided by the total number of excisions.
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Day 1
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Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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Adenoma Detection Rate (ADR)
Time Frame: Day 1
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The Adenoma Detection Rate is defined as the number of patients with at least one histologically confirmed adenoma divided by the total number of patients enrolled per study arm.
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Day 1
|
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Mean Withdrawal and Inspection Time (MWT)
Time Frame: Day 1
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The withdrawal time is defined as the time measured from the moment the withdrawal phase of the procedure begins (with the scope in the cecum) to the moment the scope is withdrawn from the patient.
The Inspection time measurement will exclude washing and resection, and other peri-resection activity not deemed to be colonic inspection.
Inspection times for both the control arm and intervention arm will be calculated retrospectively upon review of the video recordings.
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Day 1
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Polyp Detection Rate (PDR)
Time Frame: Day 1
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Polyp detection rate is defined as the proportion of patients with at least one histologically-confirmed polyp detected.
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Day 1
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Number of False Alerts Per Procedure
Time Frame: Day 1
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A false alert is defined as a bounding box that persists on the screen (approximately 2-3 seconds per the judgment of the colonoscopist) that is then determined by the colonoscopist not to contain a polyp.
The false alert rate is calculated as the number of false alerts per procedure conducted in the intervention arm of the study.
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Day 1
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Proximal Adenoma Detection Rate (pADR)
Time Frame: Day 1
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pADR is defined as the percentage of patients with at least one histologically-confirmed adenoma detected in proximal colon.
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Day 1
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Flat Adenoma Detection Rate (fADR)
Time Frame: Day 1
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fADR is defined as the percentage of patients with at least one histologically-confirmed non-polypoid adenoma detected.
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Day 1
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Serrated Lesions Per Colonoscopy (SLPC)
Time Frame: Day 1
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SLPC is defined as the number of histologically confirmed serrated lesions detected, divided by the total number of colonoscopies.
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Day 1
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Serrated Lesions Detection Rate (SLDR)
Time Frame: Day 1
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SLDR is defined as the percentage of patients with at least one histologically confirmed serrated lesion detected.
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Day 1
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Adenoma Detection Rate Including Carcinoma (ADR*)
Time Frame: Day 1
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ADR* is defined as ADR, but also includes histologically-confirmed intramucosal carcinoma and adenocarcinoma.
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Day 1
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Small Adenoma Detection Rate (sADR)
Time Frame: Day 1
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sADR is defined as the percentage of patients with at least one adenoma 5mm or smaller detected.
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Day 1
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Polyps Per Colonoscopy (PPC)
Time Frame: Day 1
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PPC is defined as the total number of histologically-confirmed polyps found divided by the total number of colonoscopies performed, per study arm.
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Day 1
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Advanced Adenoma Detection Rate (aADR)
Time Frame: Day 1
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aADR is defined as the percentage of patients with at least one adenoma ≥ 10 mm, or any adenoma < 10 mm, which was either of high-grade dysplasia (HGD) or villous or tubulovillous.
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Day 1
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False Positive Rate (FPR)
Time Frame: Day 1
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FPR is defined as the proportion of colorectal lesions resected and biopsied and subsequently not histologically-confirmed to be clinically relevant colorectal polyps (e.g. a pathology finding of normal mucosa, inflammatory tissue, stool or debris, lymphoid aggregates).
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Day 1
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Collaborators and Investigators
Sponsor
Sponsor
Investigators
Investigators
- Study Director: Scooter Plowman, MD, Verily Life Sciences LLC
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Actual)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- 103820
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
product manufactured in and exported from the U.S.
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