Using Radiogenomics to Predict Malignant Potential of Intraductal Papillary Mucinous Neoplasms of the Pancreas

Trial statusRecruiting
Trial phaseNot listed
Trial typeObservational
Biological sexAll
Age18+
SponsorH. Lee Moffitt Cancer Center and Research Institute

About this trial

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.

Eligibility criteria

This trial does not accept healthy volunteers

Qualifiers

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.

Able to understand and voluntarily sign the informed consent.

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

Disqualifiers

No suspicion or diagnosis of a pancreatic lesion, cyst, mass, cancer, or pancreatitis.

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).

Unable to provide informed consent.

Unwilling to complete study questionnaire(s) and/or donate biological specimens or images.

Trial population

Patients of the GI clinic, surgery, or endoscopy at Moffitt Cancer Center, University of Florida - Gainesville, or the University of Miami - Jackson Memorial Hospital.

Trial design

Design model

Case-only

Time perspective

Other

Treatments tested in this trial

  • Blood Sample collection

    Other intervention

    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).

  • Tissue sample collection

    Other intervention

    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.

  • Data collection

    Other intervention

    Participants will be asked to complete questionnaires at baseline and at 1 year and 2 year follow-ups.

Treatment groups

1,174 Participants
are divided into 2 treatment groups
Group A: Retrospective Cohort0 interventions
Group B: Prospective Cohort3 interventions

Trial outcomes

Primary outcomes

1

Predictive value of CT Radiomic features vs conventional radiologic features

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.

Time frame
Up to 2 years
2

Development of Clinical Decision Making Models for Predicting IPMN Pathology

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.

Time frame
Up to 2 years
3

Radiogenomic Analyses

Investigators will conduct the first radiogenomic analyses of IPMNs by evaluating the relationship between radiomic features and tissue and circulating levels of candidate biomarkers.

Time frame
Up to 2 years

Secondary outcomes

1

Overall Survival

Overall survival is defined as time from surgery to death from any cause.

Time frame
Up to 4 years
2

Progression Free Survival

Progression free survival is defined as time from surgery to either pancreatic cancer recurrence or death.

Time frame
Up to 4 years

Other outcomes

Sponsors and contacts

Click on the lead sponsor to view all of their trials.

H. Lee Moffitt Cancer Center and Research Institute

Lead sponsor

National Cancer Institute (NCI)

Collaborator

University of Florida

Collaborator

University of Miami

Collaborator