- ICH GCP
- US Clinical Trials Registry
- Clinical Trial NCT04339374
Ultrasound and Photoacoustic Imaging for Enhanced Differential Diagnosis of Rectal Cancer
Diagnosis and Risk Assessment of Locally Advanced Rectal Cancer Using Co-registered Ultrasound and Photoacoustic Imaging
Study Overview
Status
Conditions
Detailed Description
The investigators hypothesize that a co-registered photoacoustic ultrasound endorectal device can significantly reduce unnecessary surgeries in rectal cancer patients with complete clinical response while maintaining high sensitivity in identifying those with residual cancer. The proposed new imaging technique combined with deep-learning algorithms will provide a real-time imaging tool to assist surgeons in predicting the neoadjuvant treatment response of rectal cancer patients. Such a tool will offer sensitive vascular and %sO2 contrast for identifying complete responses, thereby assisting surgeons in significantly improving sensitivity and specificity in surgery recommendations. The study will 1) rigorously validate the technique in a group of locally advanced rectal cancer (LARC) patients who will undergo surgical resection or "wait and watch" surveillance of their rectum based on the standard of care (SOC), and 2) explore the technique's potential in assessing a sub-group of LARC patients through the course of neoadjuvant treatment and in post-treatment surveillance. Successful completion of the project will result in a new imaging tool that can significantly improve the SOC by reducing unnecessary surgery without compromising cancer-related outcomes and thereby lowering morbidity and health care cost.
In this trial, the investigators will recruit patients with rectal cancer who have completed neoadjuvant therapy and will undergo surgery or nonoperative management. Approximately 86 patients will be recruited. The first group of 30 patients (group #1) will be used to train/validate identification algorithm. The second group of 56 patients (group #2) will be used as the testing cohort to train the reader team comprised of 3 surgeons and 1 radiologist. Eligible patients will include those with rectal cancer who received neoadjuvant therapy and were deemed to either have incomplete or indeterminant or clinical response based on standard endoscopy and axial imaging with magnetic resonance. PAM/US will be performed before their surgery or at the time of patients' follow up imaging.
In the investigation of group #2 patients, the study surgeon will review each patient's record and decide on surgery (clinical non-responders, non-cCR) for two types of patients of 1) those deemed non-cCR based on SOC at the treatment completion; 2) those deemed cCR at the treatment completion and are under "watch and wait" surveillance .
After initial training using group #1 data, the study surgeon will grade the tumor bed based on MRI and other clinical information as non-cCR or cCR at the time of SOC imaging after treatment completion. PAM/US imaging will be performed at the same time as the patients' SOC imaging. The study surgeon will grade the tumor bed as either PAM/US non-cCR or PAM/US cCR after PAM/US imaging.
For patients with surgery, the pathological outcomes of the patients will be assessed based on the Modified Ryan Scheme for Tumor Regression Score. Score 0, No viable cancer cells (pCR); Score 1, Single cells or rare small groups of cancer cells (near pCR); Score 2, Residual cancer with evident tumor regression, but more than single cells or rare small groups of cancer cells; Score 3, Extensive residual cancer with no evident tumor regression. Scores 2 and 3 are considered as non-pCRs. For patients without surgery, cCR without of any concerns of recurrence at the end of 2 year follow-up window will be considered as responder. The radiologist reader will also independently grade each case based on MRI.
The sensitivity and specificity as well as the area under the receiver operation characteristic curve (AUC) of the reader team based on the SOC will be evaluated. The sensitivity and specificity and AUC of the reader team based on PAM/US data will be evaluated. If the PAM/US methodology is validated from this prospective study, surgeries could be reduced in this group of patients who are pCRs or near pCRs and whose PAM/US imaging scores provided by reader team classify them as responders. PAM/US-model outputs will be computed for each patient and compared with reader's assessment . The investigators will also correlate MRI/DWI findings with PAM/US and document agreement/discordance with explanations.
As an exploratory part of this trial, a subset of eligible patients of group #2 of will be selected to undergo three serial imaging studies: at pre-treatment, halfway through treatment (after completion of one week of radiation followed by 2 months of chemotherapy), and at treatment conclusion (after one week of radiation followed by 4 months of chemotherapy). At the treatment conclusion, those deemed to have residual tumor by standard clinical methods (~65%) will proceed to surgery. For the remaining 35% of patients, with no evidence of active disease, surveillance will be initiated. For these patients, serial imaging examinations will be performed every six months (coordinated with standard examinations). Patients deemed to have a recurrence will undergo surgery.
Once every enrolled patient in this subgroup has completed either surgery or two years of surveillance, the participants will be divided into two groups: Group A (those who underwent surgery) and Group B (those treated solely with nonoperative surveillance). As the primary outcome, Group A will demonstrate the accuracy of photoacoustic imaging. As a secondary outcome, Group A will reveal how the tumor vasculature and %sO2 changes over time, which may provide new insight into how complete response patients respond differently from non-pCR patients and how PAM/US can capture these earlier changes. The investigators will follow up on their SOC results in the clinical system and correlate their PAM/US results during the 2-year surveillance with their five-year disease-free survival.
To identify each patient as a complete or non-complete responder, the investigators will analyze photoacoustic images of all group #2 56 patients serially with the reader team assisted by PAM/US models developed earlier in the trial. These quantitative measures, as well as any qualitative local vasculature and %sO2 changes and US morphological changes, will be recorded at each time point. Standard MRI and endoscopic images will be independently collected and analyzed. Since the novel PAM/US model is in the development stage, the investigators may need to continuously re-train the model with more data collected and test the model from new cases to improve the model performance.
As a final part of this trial, the investigators will explore patterns of post-treatment vascular and %sO2 changes during preoperative treatment and serial surveillance. Tumor angiogenesis in colorectal cancer has been well studied using microvessel density (MVD) as a surrogate marker. While high levels of MVD and vascular endothelial growth factor (VEGF) significantly predict poor survival, little is known about the dynamics of vascular and %sO2 changes and the mechanisms of neovascularization after chemoradiation.
The investigators have observed tumor beds revert from oncologically-disrupted microvascular patterns to highly regular architecture typical of the normal rectum where pCR has occurred, though this mechanism is not well-understood. In contrast, heterogeneous and often microvascular-deficient regions have been found consistently in tumor beds with residual cancer at treatment completion. This novel imaging device could serve as a new platform for investigating the dynamics of vascular and %sO2 changes during and after therapy and for assessing potential rectal cancer recurrence early on. In addition to PAM/US imaging studies, the surgeon will perform biopsies at the central region and edges of the tumor bed before treatment, at treatment completion (if no surgery), and at the point of tumor reoccurrence. For patients with surgery, surgical samples will be used. Specifically, MVD and VEGF expression will be assessed by immunohistochemical staining, and both will be quantitatively correlated with PAM/US findings at the center of the tumor bed and at the tumor edges. The results will help the investigators understand how vasculature changes during treatment and at recurrence are correlated with imaging findings.
Study Type
Enrollment (Estimated)
Phase
- Not Applicable
Contacts and Locations
Study Contact
- Name: William Chapman, Jr., M.D.
- Phone Number: 314-454-7177
- Email: chapmanjr@wustl.edu
Study Locations
-
-
Missouri
-
St Louis, Missouri, United States, 63110
- Recruiting
- Washington University School of Medicine
-
Sub-Investigator:
- Matthew Mutch, M.D.
-
Sub-Investigator:
- Steven Hunt, M.D.
-
Sub-Investigator:
- Anup Shetty, M.D.
-
Sub-Investigator:
- Paul Wise, M.D.
-
Sub-Investigator:
- Quing Zhu, Ph.D.
-
Contact:
- William Chapman, Jr., M.D.
- Phone Number: 314-454-7177
- Email: chapmanjr@wustl.edu
-
Principal Investigator:
- William Chapman, Jr., M.D.
-
Sub-Investigator:
- Adam Booth, M.D.
-
-
Participation Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Study Population
Description
Inclusion Criteria Patients:
- Patients with any stage of rectal cancer undergoing surgical resection.
- Age >18 years
- Able to provide informed consent
Additional Inclusion Criterion for in vivo imaging (patients):
- Lesion located within 15cm of the anal verge
Exclusion Criteria Patients:
- Inability to provide consent
- Collection of intraoperative specimen for frozen section analysis will disqualify patients from participation
Eligibility Criteria Readers:
- Colorectal surgeons or radiologists who treat or interpret imaging regularly for patients with rectal cancer.
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Other
- Allocation: Non-Randomized
- Interventional Model: Parallel Assignment
- Masking: None (Open Label)
Arms and Interventions
Participant Group / Arm |
Intervention / Treatment |
|---|---|
|
Other: In vivo imaging
|
-An endorectal imaging device using coregistered photoacoustic and ultrasound imaging has been constructed.
This probe is used to perform in vivo imaging among patients with rectal pathology intraoperatively.
Other Names:
-Emerging technique in which a short-pulsed laser beam penetrates diffusely into a tissue sample, causing the release of acoustic waves due to a transient temperature rise -The transient acoustic waves, or photoacoustic waves, are then measured around the sample by US transducers -The resolution of the devices can be altered by changing the wavelengths of laser light and spectrum analysis of the receiver.
In this manner, human colorectal pathology will be examined under multiple types of photoacoustic ranges (broadly termed photoacoustic microscopy and photoacoustic imaging).
The study has two phases.
In the second phase, the investigators will provide assessments of treated rectum based on clinical information and photoacoustic information after initial training.
Other Names:
|
|
Experimental: Reader Team
3 surgeons and 1 radiologist will be initially trained to grade lesions using the PAM/US image from the first set of 30 patients (Group 1).
They will then use the PAM/US data to grade lesions obtained from the second set of 56 patients after initial training (Group 2).
|
-An endorectal imaging device using coregistered photoacoustic and ultrasound imaging has been constructed.
This probe is used to perform in vivo imaging among patients with rectal pathology intraoperatively.
Other Names:
-Emerging technique in which a short-pulsed laser beam penetrates diffusely into a tissue sample, causing the release of acoustic waves due to a transient temperature rise -The transient acoustic waves, or photoacoustic waves, are then measured around the sample by US transducers -The resolution of the devices can be altered by changing the wavelengths of laser light and spectrum analysis of the receiver.
In this manner, human colorectal pathology will be examined under multiple types of photoacoustic ranges (broadly termed photoacoustic microscopy and photoacoustic imaging).
The study has two phases.
In the second phase, the investigators will provide assessments of treated rectum based on clinical information and photoacoustic information after initial training.
Other Names:
After initial training using Group 1 data, readers will classify lesions as non-clinical complete responders (non-cCR) or clinical complete responders (cCR) based on standard-of-care (SOC) information.
Following PAM/US imaging, readers will reassess lesion status using PAM/US data.
PAM/US model outputs will be generated for each patient and compared with reader assessments.
For patients undergoing surgery, tumor regression scores from surgical specimens will be compared with reader assessments and model outputs.
For patients under nonoperative surveillance, clinical response at 2-year follow-up will be compared with model outputs.
The study will evaluate whether PAM/US assistance improves residual tumor detection in Group 2 patients.
As the model is under development, it will be iteratively retrained and tested as new data become available.
|
What is the study measuring?
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Number of patients that readers are able to diagnose with rectal cancer
Time Frame: Approximately 15 minutes
|
The primary endpoint is to see if the readers trained to use the co-registered PAM/US data are able to diagnose rectal cancers with better sensitivity & specificity using surgery pathology results as the ground truth. SOC sensitivity and specificity will be computed based on readers' cCR vs. non-cCR. The sensitivity and specificity with additional PAM/US data will be computed based on readers' revised cCR vs. non-cCR. PAM/US model sensitivity and specificity will also be computed using surgery pathology results. |
Approximately 15 minutes
|
|
Number of patients without surgery who cleared as cCR after 2-years of follow-up
Time Frame: 2-years of follow-up
|
The secondary primary endpoint is the sensitivity and specificity of readers' cCR vs. non-cCR assessments using SOC and sensitivity and specificity of PAM/US models cCR vs. non-cCR reassessments PAM/US data.
The "ground truth " of this cohort will be no cancer recurrence based on clinical data.
|
2-years of follow-up
|
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Area under the receiver operating curve (ROC)
Time Frame: Approximately 15 minutes
|
The secondary outcome is the accuracy of co-registered PAM/US in assisting surgeons on risk management and surgery recommendation by measuring the area under the receiver operating curve (AUC) in a cohort of patients with the designed statistical power given in the power analysis.
|
Approximately 15 minutes
|
|
Characterize in vivo tissue samples with photoacoustic imaging
Time Frame: Approximately 15 minutes
|
This outcome will be measured qualitatively by comparing histologic (ex vivo) findings to the experimental imaging.
The critical features to be analyzed in each image are the cross-sectional structure of normal colorectal tissues in comparison to the loss of a layered structure and its corresponding evenly distributed vascular pattern in the setting of neoplasia.
|
Approximately 15 minutes
|
|
Performance characteristics of the novel endorectal ultrasound probe as measured by number of adverse events
Time Frame: Approximately 15 minutes
|
Approximately 15 minutes
|
|
|
Performance characteristics of the novel endorectal ultrasound probe as measured by evidence of tissue damage from the imaging laser
Time Frame: Approximately 15 minutes
|
Approximately 15 minutes
|
|
|
Performance characteristics of the novel endorectal ultrasound probe as measured by time required to complete study
Time Frame: Approximately 15 minutes
|
Approximately 15 minutes
|
|
|
Performance characteristics of the novel endorectal ultrasound probe as measured by variability in image production
Time Frame: Approximately 15 minutes
|
Approximately 15 minutes
|
Collaborators and Investigators
Investigators
- Principal Investigator: William Chapman, Jr., M.D., Washington University School of Medicine
Publications and helpful links
Study record dates
Study Major Dates
Study Start (Actual)
Primary Completion (Estimated)
Study Completion (Estimated)
Study Registration Dates
First Submitted
First Submitted That Met QC Criteria
First Posted (Actual)
Study Record Updates
Last Update Posted (Actual)
Last Update Submitted That Met QC Criteria
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
- 201707066
- 1R01EB034398 (U.S. NIH Grant/Contract)
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
IPD Plan Description
- Data available for sharing - Code and de-identified patient data related to this project will be made available upon request to other academic entities following the publication of project-related results.
- Data to be shared - Individual participant data, along with code related to the novel neural network developed, that underlie the results reported herein. Data will not be shared until deidentified.
- With whom will data be shared - academic entities approved by the primary research team
IPD Sharing Time Frame
IPD Sharing Access Criteria
- Purpose of accessing data - any purpose allowed.
- Mechanism for sharing data - data to be shared via institutional file sharing service once appropriate parties have been approved by the research team.
IPD Sharing Supporting Information Type
- STUDY_PROTOCOL
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.
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.
Clinical Trials on Colorectal Cancer
-
University of California, San FranciscoCompletedStage IV Colorectal Cancer AJCC v8 | Stage IVA Colorectal Cancer AJCC v8 | Stage IVB Colorectal Cancer AJCC v8 | Stage IVC Colorectal Cancer AJCC v8 | Stage III Colorectal Cancer AJCC v8 | Stage IIIA Colorectal Cancer AJCC v8 | Stage IIIB Colorectal Cancer AJCC v8 | Stage IIIC Colorectal Cancer AJCC... and other conditionsUnited States
-
Fred Hutchinson Cancer CenterNational Cancer Institute (NCI)TerminatedRectal Cancer | Colon Cancer | Cancer Survivor | Colorectal Adenocarcinoma | Stage III Colorectal Cancer AJCC v8 | Stage IIIA Colorectal Cancer AJCC v8 | Stage IIIB Colorectal Cancer AJCC v8 | Stage IIIC Colorectal Cancer AJCC v8 | Stage I Colorectal Cancer AJCC v8 | Stage II Colorectal Cancer AJCC v8 | Stage... and other conditionsUnited States
-
University of Southern CaliforniaNational Cancer Institute (NCI)Active, not recruitingStage IV Colorectal Cancer AJCC v8 | Stage IVA Colorectal Cancer AJCC v8 | Stage IVB Colorectal Cancer AJCC v8 | Stage IVC Colorectal Cancer AJCC v8 | Stage III Colorectal Cancer AJCC v8 | Stage IIIA Colorectal Cancer AJCC v8 | Stage IIIB Colorectal Cancer AJCC v8 | Stage IIIC Colorectal Cancer AJCC... and other conditionsUnited States
-
M.D. Anderson Cancer CenterRecruitingColorectal Adenocarcinoma | Stage IVA Colorectal Cancer AJCC v8 | Stage IVB Colorectal Cancer AJCC v8 | Stage IVC Colorectal Cancer AJCC v8 | Stage III Colorectal Cancer AJCC v8 | Stage IIIA Colorectal Cancer AJCC v8 | Stage IIIB Colorectal Cancer AJCC v8 | Stage IIIC Colorectal Cancer AJCC v8 | Stage... and other conditionsUnited States
-
Sidney Kimmel Comprehensive Cancer Center at Thomas...United States Department of DefenseActive, not recruitingColorectal Adenoma | Stage III Colorectal Cancer AJCC v8 | Stage IIIA Colorectal Cancer AJCC v8 | Stage IIIB Colorectal Cancer AJCC v8 | Stage IIIC Colorectal Cancer AJCC v8 | Stage 0 Colorectal Cancer AJCC v8 | Stage I Colorectal Cancer AJCC v8 | Stage II Colorectal Cancer AJCC v8 | Stage IIA Colorectal... and other conditionsUnited States
-
M.D. Anderson Cancer CenterNational Cancer Institute (NCI)Active, not recruitingStage IV Colorectal Cancer AJCC v8 | Stage IVA Colorectal Cancer AJCC v8 | Stage IVB Colorectal Cancer AJCC v8 | Stage IVC Colorectal Cancer AJCC v8 | Stage III Colorectal Cancer AJCC v8 | Stage IIIA Colorectal Cancer AJCC v8 | Stage IIIB Colorectal Cancer AJCC v8 | Stage IIIC Colorectal Cancer AJCC... and other conditionsUnited States
-
Wake Forest University Health SciencesNational Cancer Institute (NCI)CompletedCancer Survivor | Stage III Colorectal Cancer AJCC v8 | Stage IIIA Colorectal Cancer AJCC v8 | Stage IIIB Colorectal Cancer AJCC v8 | Stage IIIC Colorectal Cancer AJCC v8 | Stage I Colorectal Cancer AJCC v8 | Stage II Colorectal Cancer AJCC v8 | Stage IIA Colorectal Cancer AJCC v8 | Stage IIB Colorectal... and other conditionsUnited States
-
Emory UniversityBristol-Myers Squibb; National Cancer Institute (NCI); National Institutes of...CompletedColorectal Cancer Metastatic | Colorectal Adenocarcinoma | Stage IV Colorectal Cancer | Stage IVA Colorectal Cancer | Stage IVB Colorectal Cancer | Refractory Colorectal Carcinoma | Metastatic Microsatellite Stable Colorectal Carcinoma | Stage IVC Colorectal CancerUnited States
-
University of Roma La SapienzaCompletedColorectal Cancer Stage II | Colorectal Cancer Stage III | Colorectal Cancer Stage IV | Colorectal Cancer Stage 0 | Colorectal Cancer Stage IItaly
-
University of Southern CaliforniaNational Cancer Institute (NCI); AmgenTerminatedStage IV Colorectal Cancer AJCC v7 | Stage IVA Colorectal Cancer AJCC v7 | Stage IVB Colorectal Cancer AJCC v7 | Colorectal Adenocarcinoma | RAS Wild Type | Stage III Colorectal Cancer AJCC v7 | Stage IIIA Colorectal Cancer AJCC v7 | Stage IIIB Colorectal Cancer AJCC v7 | Stage IIIC Colorectal Cancer...United States
Clinical Trials on Endorectal photoacoustic imaging probe
-
Stanford UniversityWithdrawn
-
Washington University School of MedicineTerminatedCervical Cancer | Cancer of the CervixUnited States
-
Stanford UniversityCompletedProstate CancerUnited States
-
University of Michigan Rogel Cancer CenterNational Cancer Institute (NCI)RecruitingProstate CancerUnited States
-
M.D. Anderson Cancer CenterTerminatedBreast Neoplasm | Inflammatory Breast CarcinomaUnited States
-
State University of New York at BuffaloNational Institute for Biomedical Imaging and Bioengineering (NIBIB)Recruiting
-
Stanford UniversityTerminated
-
Sun Yat-sen UniversityRecruitingLower Extremity | PhotoacousticChina
-
University of CambridgeCancer Research UKNot yet recruitingSkin Abnormalities | Vitiligo
-
Roswell Park Cancer InstituteNational Cancer Institute (NCI)TerminatedSarcoma | Breast Carcinoma | Skin Carcinoma | Healthy Subject | Malignant Soft Tissue NeoplasmUnited States