1. Purity Independent Subtyping of Tumors (PurIST) Pancreatic Cancer Classifier: Analytic Validation of a 16-RNA Expression Signature Distinguishing Basal and Classical Subtypes.
- Author
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Li Y, Merker JD, Kshatriya R, Trembath DG, Morrison AB, Kuhlers PC, Rashid NU, Yeh JJ, and Gulley ML
- Subjects
- Aged, Female, Humans, Male, Middle Aged, Adenocarcinoma genetics, Adenocarcinoma pathology, Adenocarcinoma classification, Adenocarcinoma diagnosis, Adenocarcinoma drug therapy, Algorithms, Antineoplastic Combined Chemotherapy Protocols therapeutic use, Biomarkers, Tumor genetics, Fluorouracil therapeutic use, Gene Expression Regulation, Neoplastic, Irinotecan therapeutic use, Leucovorin therapeutic use, Oxaliplatin therapeutic use, Reproducibility of Results, Sequence Analysis, RNA methods, Transcriptome genetics, Gene Expression Profiling methods, Pancreatic Neoplasms genetics, Pancreatic Neoplasms classification, Pancreatic Neoplasms pathology, Pancreatic Neoplasms drug therapy, Pancreatic Neoplasms diagnosis
- Abstract
The two major molecular subtypes of pancreatic adenocarcinoma reportedly have differential response to FOLFIRINOX-based therapy. To promote rapid assignment of basal versus classical subtypes, an array-based single-sample classifier assay was developed and applied to 74 formalin-fixed, paraffin-embedded biopsy or resection specimens of known subtype based on transcriptomics. The Purity Independent Subtyping of Tumors (PurIST) algorithm assigns subtype based on relative expression of 16 RNAs counted by RNA sequencing (RNAseq) versus more practical array-based NanoString nCounter Elements XT technology. Subtype calls were largely concordant between RNAseq and array methods (72/74, 97% agreement). Compared with the lengthy RNAseq protocol, the array-based assay takes just 3 working days to analyze, permitting rapid reporting of tumor subtype. In conclusion, the PurIST pancreatic cancer classifier has robust performance to classify pancreatic adenocarcinoma into basal versus classical subtypes. Clinical validation studies are underway to evaluate outcome in patients whose standard-of-care chemotherapy regimen is selected on the basis of rapid subtype assignment (NCT04683315)., Competing Interests: Disclosure Statement N.U.R. and J.J.Y. are patent holders on Purity Independent Subtyping of Tumors (PurIST) technology for subtyping pancreatic ductal adenocarcinoma (US17/601,002). GeneCentric Therapeutics, Inc., had no involvement in the current study but acquired an exclusive license from the University of North Carolina at Chapel Hill related to PurIST technology., (Copyright © 2024 Association for Molecular Pathology and American Society for Investigative Pathology. Published by Elsevier Inc. All rights reserved.)
- Published
- 2024
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