An Exosomal miRNA Based Predictive Model for Personalized Neoadjuvant Chemotherapy Selection in Pancreatic Ductal Adenocarcinoma
Summary
This study aims to develop and validate a predictive microRNA (miRNA) panel to assess the response to neoadjuvant chemotherapy (NACT) in patients with resectable and borderline resectable pancreatic ductal adenocarcinoma (PDAC).
Detailed description
Pancreatic ductal adenocarcinoma (PDAC) remains one of the most lethal malignancies, with a five-year overall survival rate below 12%. Surgical resection combined with systemic chemotherapy offers the best chance for cure; however, only a subset of patients truly benefits from neoadjuvant chemotherapy (NACT). Currently, there are no validated biomarkers to predict response to NACT, making treatment selection largely empirical. The PRECEPT study (PREdiction of Chemotherapy Effect in Pancreatic Cancer Treatment) aims to identify and validate microRNA (miRNA)-based biomarkers from pre-treatment plasma that can predict therapeutic response to neoadjuvant chemotherapy in patients with resectable or borderline resectable PDAC. Specifically, the study focuses on two standard regimens: FOLFIRINOX and gemcitabine plus nab-paclitaxel (GEM-NABP). This is a retrospective, non-interventional, observational study using archived plasma samples collected before the initiation of NACT. Exosomal miRNA sequencing (small RNA-seq) has been performed to identify candidate predictive miRNAs. These candidates will be validated using quantitative reverse transcription PCR (qRT-PCR) in an independent patient cohort. The association between miRNA expression levels and pathologic response (CAP grade or tumor regression score) will be analyzed. Additionally, correlations with overall survival (OS) and recurrence-free survival (RFS) will be explored.
Arms & interventions
- Diagnostic TestSmall RNA sequencing
High-throughput small RNA sequencing performed on pre-treatment plasma samples from PDAC patients in the Discovery cohort to identify candidate microRNAs associated with neoadjuvant chemotherapy response. Sequencing data were analyzed to detect differentially expressed miRNAs between responder (CR + PR + SD) and non-responder (PD) groups.
- Diagnostic TestPRECEPT assay (qRT-PCR validation)
Quantitative reverse transcription PCR (qRT-PCR)-based validation assay performed on pre-treatment plasma samples in the Training and Validation cohorts. Candidate microRNAs identified in the Discovery cohort by small RNA sequencing were tested using the PRECEPT assay to develop and validate a predictive miRNA panel for neoadjuvant chemotherapy response.
Outcome measures
Primary
Pathological Response Rate
Proportion of patients achieving partial or complete pathologic response after neoadjuvant chemotherapy, as assessed using resected pancreatic cancer specimens.
Time frame: up to 1 year
Secondary
Recurrence-Free Survival (RFS)
Time frame: Up to 3 years after surgery
Overall Survival (OS)
Time frame: Up to 5 years after surgery
Radiologic Response Rate
Time frame: up to 1 year
Eligibility criteria
Study locations (1)
City of Hope Medical Center
Duarte, California, 91016
References
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