Diagnosis and Risk Assessment of Locally Advanced Rectal Cancer Using Co-registered Ultrasound and Photoacoustic Imaging
试验速览
- 阶段
- 不适用
- 状态
- 招募中
- 入组人数
- 90
- 试验地点
- 1
- 主要终点
- Number of patients that readers are able to diagnose with rectal cancer
研究概览
简要总结
The purpose of this study is to demonstrate the functionality of a novel endorectal photoacoustic ultrasound imaging modality in humans with rectal cancer. The study involves testing a previously developed endorectal device to determine its ability to accurately assess rectal tumor response to preoperative treatment. 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.
详细描述
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.
研究设计
- 研究类型
- Interventional
- 分配方式
- Non Randomized
- 干预模型
- Parallel
- 主要目的
- Other
- 盲法
- None
入排标准
- 年龄范围
- 19 Years 至 —(Adult, Older Adult)
- 性别
- All
- 接受健康志愿者
- 否
入选标准
- •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
排除标准
- •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.
研究组 & 干预措施
In vivo imaging
- Patients with distal rectal lesions (benign or malignant tumors within 15cm of the anal verge) will be enrolled for the in vivo imaging portion of the study
- Participation will include an intraoperative, in vivo evaluation of the tumor with a novel endorectal photoacoustic ultrasound probe. Following the induction of anesthesia, patients will undergo a 20-minute endorectal imaging evaluation performed by their colorectal surgeon. After imaging, the patient will then undergo standard-of-care surgical resection of the rectum. The resection specimen may then be imaged ex vivo as deemed necessary.
- For this portion of the study, enrollment will be limited to a total of 86 participants
干预措施: Photoacoustic imaging, photoacoustic microscopy (Device)
In vivo imaging
- Patients with distal rectal lesions (benign or malignant tumors within 15cm of the anal verge) will be enrolled for the in vivo imaging portion of the study
- Participation will include an intraoperative, in vivo evaluation of the tumor with a novel endorectal photoacoustic ultrasound probe. Following the induction of anesthesia, patients will undergo a 20-minute endorectal imaging evaluation performed by their colorectal surgeon. After imaging, the patient will then undergo standard-of-care surgical resection of the rectum. The resection specimen may then be imaged ex vivo as deemed necessary.
- For this portion of the study, enrollment will be limited to a total of 86 participants
干预措施: Endorectal photoacoustic imaging probe (Device)
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).
干预措施: Reader Performance (Other)
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).
干预措施: Photoacoustic imaging, photoacoustic microscopy (Device)
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).
干预措施: Endorectal photoacoustic imaging probe (Device)
结局指标
主要结局
Number of patients that readers are able to diagnose with rectal cancer
时间窗: 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.
Number of patients without surgery who cleared as cCR after 2-years of follow-up
时间窗: 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.
次要结局
- Area under the receiver operating curve (ROC)(Approximately 15 minutes)
- Characterize in vivo tissue samples with photoacoustic imaging(Approximately 15 minutes)
- Performance characteristics of the novel endorectal ultrasound probe as measured by number of adverse events(Approximately 15 minutes)
- Performance characteristics of the novel endorectal ultrasound probe as measured by evidence of tissue damage from the imaging laser(Approximately 15 minutes)
- Performance characteristics of the novel endorectal ultrasound probe as measured by time required to complete study(Approximately 15 minutes)
- Performance characteristics of the novel endorectal ultrasound probe as measured by variability in image production(Approximately 15 minutes)
