ArticleJCO precision oncology2025
Real-World Validation of the Purity Independent Subtyping of Tumors Classifier for Informing Therapy Selection in Pancreatic Ductal Adenocarcinoma.
Article in JCO precision oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
9 citing papers in PubMed.
- Elraglusib and chemotherapy in metastatic pancreatic ductal adenocarcinoma: a randomized controlled phase 2 trial.Nature medicine · 2026Trial
- The Landmark Series: Mutation-Based Therapy of Pancreatic Cancer.Annals of surgical oncology · 2026Review
- Review
- Optimization of first-line treatment selection in advanced pancreatic adenocarcinoma using artificial intelligence.NPJ precision oncology · 2026Article
- Genomic Biomarkers for First-Line Treatment Selection in Metastatic Pancreatic Ductal Adenocarcinoma: A Narrative Review.Cancers · 2026Review
- Molecular Subtypes of Pancreatic Cancer: A Review of the Literature.Current issues in molecular biology · 2026Review
- Bottom-Up Programming of Cell States in Cancer Organoids with Defined Synthetic Adhesion Cues.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Engineering strategies to address immune and delivery barriers in pancreatic ductal adenocarcinoma: a barrier-matched translational framework.Frontiers in immunology · 2026Review
- Cross-platform comparison of gene expression-based cancer molecular subtyping reveals discrepancies with exome capture methods.NPJ precision oncology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
19 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposeFOLFIRINOX (FFX) and gemcitabine + nab-paclitaxel (GnP) are the most commonly administered first-line (1L) regimens for advanced, nonresectable, pancreatic ductal adenocarcinoma (PDAC). In the absence of biomarkers to predict response, clinical covariates such as age and performance status are often used by clinicians to select optimal treatment regimens. Purity independent subtyping of tumors (PurIST) is a molecular subtyping algorithm that classifies tumors as classical or basal. The current study was designed to validate PurIST as a prognostic biomarker for patients receiving 1L FFX and as a predictive biomarker for patients more likely to benefit from FFX versus GnP. PATIENTS AND
methodsThis is a prospectively designed, retrospective study using a real-world data set of 931 patients with advanced PDAC, treated with either 1L FFX or GnP, and designed to demonstrate associations of PurIST subtypes with clinical outcomes. The primary end point was overall survival (OS) in classical versus basal patients treated with 1L FFX, while the secondary end point was OS in classical patients-with an Eastern Cooperative Oncology Group performance status (ECOG PS) of 0 or 1-to compare 1L FFX versus GnP.
resultsWithin the cohort of patients receiving 1L FFX (n = 536), basal subtype patients had a median OS of 7 months compared with classical subtype patients with a median OS of 11.8 months (hazard ratio [HR], 1.86 [95% CI, 1.49 to 2.33];
conclusionPatients with PDAC of the PurIST classical subtype showed a significant OS benefit when treated with FFX as 1L versus GnP.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.