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Background:
Colonoscopy is accepted to be the gold standard for screening of colorectal cancer (CRC). Most CRCs develop from adenomatous polyps, with colonoscopy accepted to be the gold standard for screening of CRC. An endoscopist's ability to detect polyps is assessed in the form of an Adenoma Detection Rate (ADR). Each 1.0% increase in ADR is associated with a 3.0% decrease in the risk of the patient developing an interval CRC. There remains a wide variation in endoscopist ADR.
More recently, the use of artificial intelligence (AI) and computer aided diagnosis in endoscopy has been gaining increasing attention for its role in automated lesion detection and characterisation. AI can potentially improve ADR, but previous AI related work has largely focused on retrospectively assessing still endoscopic images and selected video sequences which may be subject to bias and lack clinical utility. There are only limited clinical studies evaluating the effect of AI in improving ADR.
The CADDIE device uses convolutional neural networks developed for computer assisted detection and computer assisted diagnosis of polyps.
Primary objective: To determine whether the CADDIE artificial intelligence system improves endoscopic detection of adenomas during colonoscopy.
Primary endpoint: The difference in adenoma detection rate (ADR) between the intervention (supported with the CADDIE system) and non-intervention arm
Study design: Multi-Centre, open-label, randomised, prospective trial to assess efficacy and safety of the CADDIE artificial intelligence system for improving endoscopic detection of colonic polyps in real-time.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| CADDIE | The endoscopist will be assisted with CADDIE system to detect polyps. The endoscopist will perform optical diagnosis of polyps with the assistance of the CADDIE's polyp characterisation function. |
| |
| Standard Procedure | In addition to routine colonoscopy the endoscopist will perform optical diagnosis of detected polyps without the assistance of the CADDIE. |
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| CADDIE- Computer Aided (AI) Device used in Endoscopy | Device |
|
|
| Measure | Description | Time Frame |
|---|---|---|
| To Evaluate Whether Using the CADDIE System Improves Endoscopist Detection of Adenomas During Colonoscopy. | The difference in endoscopist ADR between the intervention (CADDIE system) and non-intervention arm. | 30 days |
| Measure | Description | Time Frame |
|---|---|---|
| Evaluate the Difference in Number of Adenomas Detected Per Colonoscopy Between Intervention and Non-intervention Arm | Compare the difference in the number of adenomas detected per colonoscopy between the intervention and non-intervention arm | 30 days |
| To Determine Whether the CADDIE Artificial Intelligence System Improves Endoscopic Detection of All Polyps During Colonoscopy |
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Inclusion Criteria:
Exclusion Criteria:
Emergency colonoscopies and/or inpatient colonoscopies.
Patients with inflammatory bowel disease (IBD)
Patients with Colorectal Cancer (CRC)
Patients with previous CRC
Patients with previous colonic resection
Patients returning for a planned elective therapeutic colonoscopy.
Polyposis syndromes
Current or relevant history of a physical or psychiatric illness or any medical condition that in the opinion of the investigator could affect the patient's safety or interfere with the study assessments
Patients with a contraindication for biopsy or polypectomy. These include:
Patients is enrolled in another research study with an investigational medicinal product (IMP) or non-IMP that pre-disposes them to bleeding
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Study population will include patient's scheduled to undergo a surveillance or symptomatic colonoscopy at the participating sites.
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| Name | Affiliation | Role |
|---|---|---|
| Manish Chand, MBBS FRCS PhD | UCL | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| University College London | London | United Kingdom |
Patients will be asked informed consent with the possibility to share the data
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Data will be made available from 1 year after the trial findings are published. This is available for up to 5 years after study completion.
We will make provision for and consider data sharing requests from bona fide researchers who must abide by the following principles: data will be collected with an high level of quality assurance, data will be held securely with appropriate documentation, data will not be put into the public domain or otherwise shared without explicit ethical review or legal obligation, and they will aim to use any data generated to the maximum public good. These datasets are governed by data usage policies specified by the data controller (UCL). If a conflict exists that severely restricts the analyses that can be undertaken, we would endeavour to support outside researchers by hosting them as visiting workers in our team so that they can access the data. We are committed to complying with the Wellcome Trust Data Sharing Policy. Applications are subject to review by Prof Lovat and Rawen Kader and should be emailed to l.lovat@ucl.ac.uk
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| ID | Title | Description |
|---|---|---|
| FG000 | CADDIE | The endoscopist will be assisted with CADDIE system to detect polyps. The endoscopist will perform optical diagnosis of polyps with the assistance of the CADDIE's polyp characterisation function. CADDIE- Computer Aided (AI) Device used in Endoscopy:
|
| FG001 | Standard Procedure | In addition to routine colonoscopy the endoscopist will perform optical diagnosis of detected polyps without the assistance of the CADDIE. |
| Title | Milestones | Reasons Not Completed | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Overall Study |
|
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| ID | Title | Description |
|---|---|---|
| BG000 | CADDIE | The endoscopist will be assisted with CADDIE system to detect polyps. The endoscopist will perform optical diagnosis of polyps with the assistance of the CADDIE's polyp characterisation function. CADDIE- Computer Aided (AI) Device used in Endoscopy:
|
| Units | Counts |
|---|---|
| Participants |
|
| Title | Description | Population Description | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Denominator Units Selected | Denominators | Classes |
|---|---|---|---|---|---|---|---|---|---|
| Age, Categorical | Count of Participants |
| Type | Title | Description | Population Description | Reporting Status | Anticipated Posting Date | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Time Frame | Units Analyzed | Denominator Units Selected | Arm/Group Information | Denominators | Classes | Analyses | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Primary | To Evaluate Whether Using the CADDIE System Improves Endoscopist Detection of Adenomas During Colonoscopy. | The difference in endoscopist ADR between the intervention (CADDIE system) and non-intervention arm. | Posted | Number | ADR (% of participants) | 30 days |
|
Adverse events were recorded for 30 days post-procedure
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| ID | Title | Description | Deaths (Affected) | Deaths (At Risk) | Serious Events (Affected) | Serious Events (At Risk) | Other Events (Affected) | Other Events (At Risk) |
|---|---|---|---|---|---|---|---|---|
| EG000 | CADDIE | The endoscopist will be assisted with CADDIE system to detect polyps. The endoscopist will perform optical diagnosis of polyps with the assistance of the CADDIE's polyp characterisation function. CADDIE- Computer Aided (AI) Device used in Endoscopy:
|
| Term | Organ System | Source Vocabulary | Assessment Type | Notes | Statistical Information |
|---|---|---|---|---|---|
| Re-admission due to fall, mechnical injury | Musculoskeletal and connective tissue disorders | Systematic Assessment |
| Term | Organ System | Source Vocabulary | Assessment Type | Notes | Statistical Information |
|---|---|---|---|---|---|
| Gastrointestinal disorder unrelated to study device | Gastrointestinal disorders | Systematic Assessment |
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| Title | Organization | Phone | Extension | |
|---|---|---|---|---|
| Professor Laurence B Lovat | University College London | 020-7679-9060 | l.lovat@ucl.ac.uk |
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| Type | Includes Protocol | Includes SAP | Includes ICF | Document Label | Document Date | Document Uploaded Date | Document File Name |
|---|---|---|---|---|---|---|---|
| Prot_SAP | Yes | Yes | No | Study Protocol and Statistical Analysis Plan | Dec 5, 2022 | Feb 20, 2024 | Prot_SAP_000.pdf |
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| ID | Term |
|---|---|
| D011127 | Polyps |
| D003111 | Colonic Polyps |
| ID | Term |
|---|---|
| D020763 | Pathological Conditions, Anatomical |
| D013568 | Pathological Conditions, Signs and Symptoms |
| D007417 | Intestinal Polyps |
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| ID | Term |
|---|---|
| D004724 | Endoscopy |
| ID | Term |
|---|---|
| D003949 | Diagnostic Techniques, Surgical |
| D019937 | Diagnostic Techniques and Procedures |
| D003933 | Diagnosis |
| D019060 | Minimally Invasive Surgical Procedures |
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Polyp Detection Rate (including proximal polyp detection rate) in the interventional group compared to the control group. - Mean number of polyps detected per colonoscopy in the interventional group compared to the control group. |
| 30 days |
| Compare the Accuracy of Endoscopist Optical Diagnosis of Diminutive Polyps When Using the CADDIE System (Intervention Arm) Compared to Without the CADDIE System (Control Arm) | Compare the accuracy of CADDIE against human endoscopist (high confidence diagnoses) for the optical diagnosis of diminutive polyps. Accuracy is defined as true positive and true negative divided by diagnoses total polyps that were optically diagnosed with high confidence. | 30 days |
| Compare the Accuracy of Endoscopist Optical Diagnosis to Assign Colonoscopy Surveillance Intervals When Using the CADDIE System (Intervention Arm) Compared to Without the CADDIE System (Control Arm) | Compare the accuracy of using CADDIE's optical diagnosis to assign surveillance colonoscopy intervals against using human endoscopist optical diagnosis (high confidence diagnoses) for assigning surveillance colonoscopy intervals. | 30 days |
| Compare the Accuracy of Endoscopist Optical Diagnosis of Diminutive Rectal Polyps When Using the CADDIE System (Intervention Arm) Compared to Without the CADDIE System (Control Arm) | Compare the accuracy of CADDIE against human endoscopist (high confidence diagnoses) for the optical diagnosis of diminutive rectal polyps. | 30 days |
| Evaluate the Safety of the CADDIE by Recording Occurrence and Severity of Adverse Events. | Safety of the device will be assessed through monitoring of adverse events for 30 days' post-procedure. Adverse events are defined as:
| 30 days |
| Assess Patient Anxiety During the Colonoscopy | Patient response to the question 'How anxious or calm were you during the colonoscopy?' assessed by Likert Scale with 5 options - 1 (Very anxious), 2 (Somewhat anxious), 3 (Neither Anxious nor calm), 4 (Somewhat calm), 5 (Very calm). | 30 days |
| BG001 |
| Standard Procedure |
In addition to routine colonoscopy the endoscopist will perform optical diagnosis of detected polyps without the assistance of the CADDIE. |
| BG002 | Total | Total of all reporting groups |
| Participants |
|
| Age, Continuous | Mean | Standard Deviation | years |
|
| Sex: Female, Male | Count of Participants | Participants |
|
| Race/Ethnicity, Customized | Count of Participants | Participants |
|
| Region of Enrollment | Number | participants |
|
|
|
| Secondary | Evaluate the Difference in Number of Adenomas Detected Per Colonoscopy Between Intervention and Non-intervention Arm | Compare the difference in the number of adenomas detected per colonoscopy between the intervention and non-intervention arm | Posted | Mean | Standard Deviation | Adenomas per colonoscopy | 30 days |
|
|
|
| Secondary | To Determine Whether the CADDIE Artificial Intelligence System Improves Endoscopic Detection of All Polyps During Colonoscopy | Polyp Detection Rate (including proximal polyp detection rate) in the interventional group compared to the control group. - Mean number of polyps detected per colonoscopy in the interventional group compared to the control group. | Posted | Mean | Standard Deviation | PPC | 30 days |
|
|
|
| Secondary | Compare the Accuracy of Endoscopist Optical Diagnosis of Diminutive Polyps When Using the CADDIE System (Intervention Arm) Compared to Without the CADDIE System (Control Arm) | Compare the accuracy of CADDIE against human endoscopist (high confidence diagnoses) for the optical diagnosis of diminutive polyps. Accuracy is defined as true positive and true negative divided by diagnoses total polyps that were optically diagnosed with high confidence. | Posted | Number | 95% Confidence Interval | % of adenomas correctly diagnosed | 30 days |
|
|
|
| Secondary | Compare the Accuracy of Endoscopist Optical Diagnosis to Assign Colonoscopy Surveillance Intervals When Using the CADDIE System (Intervention Arm) Compared to Without the CADDIE System (Control Arm) | Compare the accuracy of using CADDIE's optical diagnosis to assign surveillance colonoscopy intervals against using human endoscopist optical diagnosis (high confidence diagnoses) for assigning surveillance colonoscopy intervals. | Posted | Number | % pts with correct surveillance interval | 30 days |
|
|
|
| Secondary | Compare the Accuracy of Endoscopist Optical Diagnosis of Diminutive Rectal Polyps When Using the CADDIE System (Intervention Arm) Compared to Without the CADDIE System (Control Arm) | Compare the accuracy of CADDIE against human endoscopist (high confidence diagnoses) for the optical diagnosis of diminutive rectal polyps. | Posted | Number | 95% Confidence Interval | % of adenomas correctly diagnosed | 30 days |
|
|
|
| Secondary | Evaluate the Safety of the CADDIE by Recording Occurrence and Severity of Adverse Events. | Safety of the device will be assessed through monitoring of adverse events for 30 days' post-procedure. Adverse events are defined as:
| Posted | Number | AE/SAE | 30 days |
|
|
|
| Secondary | Assess Patient Anxiety During the Colonoscopy | Patient response to the question 'How anxious or calm were you during the colonoscopy?' assessed by Likert Scale with 5 options - 1 (Very anxious), 2 (Somewhat anxious), 3 (Neither Anxious nor calm), 4 (Somewhat calm), 5 (Very calm). | Posted | Mean | Standard Deviation | score on a scale | 30 days |
|
|
|
| 2 |
| 368 |
| 5 |
| 368 |
| 10 |
| 368 |
| EG001 | Standard Procedure | In addition to routine colonoscopy the endoscopist will perform optical diagnosis of detected polyps without the assistance of the CADDIE. | 0 | 371 | 1 | 371 | 13 | 371 |
| Operation unrelated to study design/study device | Surgical and medical procedures | Systematic Assessment |
|
| Gastrointestinal disorder unrelated to study device | Gastrointestinal disorders | Systematic Assessment |
|
| Death due to underlying cardiovascular disease | Cardiac disorders | Systematic Assessment |
|
| Death due to index diagnosis of malignancy unrelated to study design/ study device | General disorders | Systematic Assessment |
|
| Mechanical Injury unrelated to study design/ study device | Musculoskeletal and connective tissue disorders | Systematic Assessment |
|
| New diagnosis Prostate cancer | Renal and urinary disorders | Systematic Assessment |
|
| Shortness of Breath | Respiratory, thoracic and mediastinal disorders | Systematic Assessment |
|
| Headache | Nervous system disorders | Systematic Assessment |
|
| Electrolyte abnormality | Investigations | Systematic Assessment |
|
| Irregular heart beat | Cardiac disorders | Systematic Assessment |
|
| Dizziness | Nervous system disorders | Systematic Assessment |
|
| Facial pain | Nervous system disorders | Systematic Assessment |
|
| Pyelonephritis | Renal and urinary disorders | Systematic Assessment |
|
| AKI | Renal and urinary disorders | Systematic Assessment |
|
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| D013514 | Surgical Procedures, Operative |