Evidence map›Paper›PMID 40906989›Full record

ArticleJCO precision oncology2025

Real-World Validation of the Purity Independent Subtyping of Tumors Classifier for Informing Therapy Selection in Pancreatic Ductal Adenocarcinoma.

Stephane Wenric, Chithra Sangli, John Guittar, Farahnaz Islam, Alia Zander, Seung Won Hyun, James M Davison, Gregory M Mayhew, Kirk Beebe, Kyle Beauchamp and 9 more

Abstract readValidation Study
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

  1. Trial
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

19 authors.

Stephane WenricTempus AI, Chicago, IL.ORCID 0000-0001-5625-2133
Chithra SangliTempus AI, Chicago, IL.
John GuittarTempus AI, Chicago, IL.
Farahnaz IslamTempus AI, Chicago, IL.ORCID 0000-0002-8331-9871
Alia ZanderTempus AI, Chicago, IL.ORCID 0000-0001-7211-9391
Seung Won HyunTempus AI, Chicago, IL.ORCID 0009-0006-4505-3423
James M DavisonGeneCentric Therapeutics, Durham, NC.ORCID 0000-0003-2453-7227
Gregory M MayhewGeneCentric Therapeutics, Durham, NC.ORCID 0009-0005-3082-2157
Kirk BeebeGeneCentric Therapeutics, Durham, NC.
Kyle BeauchampTempus AI, Chicago, IL.
Miral PatelTempus AI, Chicago, IL.
Kacie BrownTempus AI, Chicago, IL.
James ChenTempus AI, Chicago, IL.ORCID 0000-0002-4095-5202
Halla NimeiriTempus AI, Chicago, IL.ORCID 0000-0002-8760-6456
Michael V MilburnGeneCentric Therapeutics, Durham, NC.
Charles M PerouDepartment of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC.ORCID 0000-0001-9827-2247
Justin GuinneyTempus AI, Chicago, IL.ORCID 0000-0003-1477-1888
Timothy J TaxterTempus AI, Chicago, IL.ORCID 0000-0001-6489-1007
Al BensonNorthwestern University, Chicago, IL.ORCID 0000-0001-5485-7227

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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

Antineoplastic Combined Chemotherapy ProtocolsCarcinoma, Pancreatic DuctalPancreatic NeoplasmsAdultAgedAged, 80 and overAlbuminsDeoxycytidineFemaleFluorouracilGemcitabineHumansIrinotecanLeucovorinMaleMiddle Aged130-nm albumin-bound paclitaxelAlbuminsDeoxycytidineFluorouracilfolfirinoxGemcitabineIrinotecanLeucovorinOxaliplatinPaclitaxel

Identifiers

PMID40906989
PMCPMC12419025

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Registered trials

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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.