Using Radiogenomics to Predict Malignant Potential of Intraductal Papillary Mucinous Neoplasms of the Pancreas
Study Details
Study Description
Brief Summary
The Florida Pancreas Collaborative wants to partner with individuals who are known to have, or are suspected to have a pancreatic lesion, tumor, cyst, mass, cancer, or pancreatitis and are undergoing diagnosis and treatment at a participating institution. The goals of this project are to build a large database of information obtained from blood, tissue, medical images, surveys and information from routine care to develop noninvasive diagnostic approaches that could be used as decision-making tools to effectively personalize clinical care.
| Condition or Disease | Intervention/Treatment | Phase |
|---|---|---|
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Study Design
Arms and Interventions
| Arm | Intervention/Treatment |
|---|---|
| Retrospective Cohort Retrospective chart review of pathologically-confirmed Intraductal Papillary Mucinous Neoplasm (IPMN) cases |
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| Prospective Cohort Blood, tumor tissue samples and data will be collected. |
Other: Blood Sample collection
Participants will be asked to donate blood at baseline (+/- 30 days of diagnosis date), 4-6 weeks post-surgery, if applicable, and at the time of follow-up (approximately 1 year and approximately 2 years after baseline).
Other: Tissue sample collection
At the time of tissue biopsy and surgical resection (if applicable), pancreatic tumor tissue, muscle, fat, tissue from site of metastasis, and cyst fluid (if applicable) will be collected.
Other: Data collection
Participants will be asked to complete questionnaires at baseline and at 1 year and 2 year follow-ups.
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Outcome Measures
Primary Outcome Measures
- Predictive value of CT Radiomic features vs conventional radiologic features [Up to 2 years]
Preoperative CT images will be evaluated for a retrospective cohort of at least 254 pathologically-confirmed IPMN cases (approximately 190 malignant characterized by high-grade dysplasia or invasion and approximately 64 benign characterized by low- or moderate-grade dysplasia). 3D-radiomic features will be extracted with the new Quantitative Imaging Decision Support (QIDS)™ platform (Healthmyne, Inc.) and associations will be evaluated with pathology.
- Development of Clinical Decision Making Models for Predicting IPMN Pathology [Up to 2 years]
Investigators will develop the first prototype preoperative 'omics'-based nomograms to predict IPMN pathology by integrating radiomic features, the MGC, and other covariates. Emphasis will be placed on developing nomograms for individuals whose IPMNs appear to have 'worrisome' radiologic features which are very challenging to manage.
- Radiogenomic Analyses [Up to 2 years]
Investigators will conduct the first radiogenomic analyses of IPMNs by evaluating the relationship between radiomic features and tissue and circulating levels of candidate biomarkers.
Secondary Outcome Measures
- Overall Survival [Up to 4 years]
Overall survival is defined as time from surgery to death from any cause.
- Progression Free Survival [Up to 4 years]
Progression free survival is defined as time from surgery to either pancreatic cancer recurrence or death.
Eligibility Criteria
Criteria
Inclusion Criteria:
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Individuals who present to the GI clinic, surgery, or endoscopy at Moffitt, Florida Research Institute (FRI), or UM with a clinical suspicion for (or diagnosis of) a pancreatic lesion, cyst, mass, cancer, or pancreatitis based on symptoms, imaging, or blood-work and has not had any treatment involving their pancreas.
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Able to understand and voluntarily sign the informed consent.
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Willing to complete study questionnaire(s) and donate medical images and/or biological specimens (including blood, cystic fluid, and/or tissue) obtained at the time of standard of care procedures (biopsy, surgery, and venipuncture) after signing the informed consent document
Exclusion Criteria:
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No suspicion or diagnosis of a pancreatic lesion, cyst, mass, cancer, or pancreatitis.
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Has a diagnosis of a pancreatic lesion, cyst, mass, cancer, or pancreatitis and has already undergone treatment involving the pancreas (which may involve surgery, chemo- or immuno-therapy, and/or radiation).
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Unable to provide informed consent.
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Unwilling to complete study questionnaire(s) and/or donate biological specimens or images.
Contacts and Locations
Locations
| Site | City | State | Country | Postal Code | |
|---|---|---|---|---|---|
| 1 | Florida Research Institute (FRI) | Lakewood Ranch | Florida | United States | 34211 |
| 2 | Sylvester Comprehensive Cancer Center & Jackson Memorial Hospital | Miami | Florida | United States | 33136 |
| 3 | Moffitt Cancer Center | Tampa | Florida | United States | 33612 |
Sponsors and Collaborators
- H. Lee Moffitt Cancer Center and Research Institute
- National Cancer Institute (NCI)
- University of Florida
- University of Miami
Investigators
- Principal Investigator: Jennifer Permuth, PhD, Moffitt Cancer Center
Study Documents (Full-Text)
None provided.More Information
Additional Information:
Publications
None provided.- MCC-20105
- 1R37CA229810-01A1