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

Using Radiogenomics to Noninvasively Predict the Malignant Potential of Intraductal Papillary Mucinous Neoplasms (IPMNs) of the Pancreas and Uncover Hidden Biology

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ClinicalTrials.gov
Registry ID
NCT04275557
Enrollment
1174
Registered
2020-02-19
Start date
2020-02-18
Completion date
2027-06-30
Last updated
2025-12-04

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Pancreatic Cancer, Pancreatic Cyst

Keywords

Pancreatic Lesions

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.

Interventions

OTHERBlood 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).

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.

OTHERData collection

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

Sponsors

National Cancer Institute (NCI)
CollaboratorNIH
University of Florida
CollaboratorOTHER
University of Miami
CollaboratorOTHER
H. Lee Moffitt Cancer Center and Research Institute
Lead SponsorOTHER

Study design

Observational model
CASE_ONLY
Time perspective
OTHER

Eligibility

Sex/Gender
ALL
Age
18 Years to No maximum
Healthy volunteers
No

Inclusion criteria

* 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

Exclusion criteria

* 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.

Design outcomes

Primary

MeasureTime frameDescription
Predictive value of CT Radiomic features vs conventional radiologic featuresUp to 2 yearsPreoperative 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 PathologyUp to 2 yearsInvestigators 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 AnalysesUp to 2 yearsInvestigators will conduct the first radiogenomic analyses of IPMNs by evaluating the relationship between radiomic features and tissue and circulating levels of candidate biomarkers.

Secondary

MeasureTime frameDescription
Overall SurvivalUp to 4 yearsOverall survival is defined as time from surgery to death from any cause.
Progression Free SurvivalUp to 4 yearsProgression free survival is defined as time from surgery to either pancreatic cancer recurrence or death.

Countries

United States

Contacts

Primary ContactToni Basinski, MS
Toni.Basinski@moffitt.org813-745-6360

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026