Evidence map›Paper›PMID 42462455›Full record

ReviewTranslational oncology2026

Pathway-driven therapeutic stratification in pancreatic ductal adenocarcinoma.

Eduardo Chuluyan, Daniel Grasso, Analia Pasqua, Carla Remolins, Andrea Paes de Lima, Kevin Matamoros, Diego Guerrieri, Gustavo Kohan, Florencia Gottardo, Martin Ledesma and 13 more

Abstract readReview
In one paragraph

Review in Translational oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

23 authors.

Eduardo ChuluyanPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Centro de Estudios Farmacológicos y Botánicos (CEFYBO), Facultad de Medicina, Universidad de Buenos Aires-CONICET, Argentina; Departamento de Microbiología, Parasitología e Inmunología, Facultad de Medicina, Universidad de Buenos Aires, Buenos Aires, Argentina; Joint Lab INSERM-CONICET-UBA-UNAJ-HEC, Argentina.
Daniel GrassoPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Instituto de Estudios de la Inmunidad Humoral (IDEHU), CONICET, Universidad de Buenos Aires, Buenos Aires, Argentina; Departamento de Ciencias Biológicas, Facultad de Farmacia y Bioquímica, Universidad de Buenos Aires, Buenos Aires, Argentina.
Analia PasquaPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Gastroenterology Department, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina.
Carla RemolinsPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Centro de Estudios Farmacológicos y Botánicos (CEFYBO), Facultad de Medicina, Universidad de Buenos Aires-CONICET, Argentina.
Andrea Paes de LimaPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Departamento de Patología, Hospital de Clínicas "José de San Martín", Universidad de Buenos Aires, Argentina.
Kevin MatamorosCentro de Estudios Farmacológicos y Botánicos (CEFYBO), Facultad de Medicina, Universidad de Buenos Aires-CONICET, Argentina.
Diego GuerrieriCentro de Estudios Farmacológicos y Botánicos (CEFYBO), Facultad de Medicina, Universidad de Buenos Aires-CONICET, Argentina; Departamento de Microbiología, Parasitología e Inmunología, Facultad de Medicina, Universidad de Buenos Aires, Buenos Aires, Argentina.
Gustavo KohanPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Bernardino Rivadavia Hospital, Buenos Aires, Argentina.
Florencia GottardoPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Unidad de Investigaciones Biomédicas en Cáncer (IBioCAN), Centro de Medicina Traslacional (CEMET), Hospital El Cruce (HEC), Buenos Aires, Argentina; Centro de Oncología Molecular y Traslacional (COMTra), Universidad Nacional de Quilmes (UNQ), Buenos Aires, Argentina.
Martin LedesmaUnidad de Investigaciones Biomédicas en Cáncer (IBioCAN), Centro de Medicina Traslacional (CEMET), Hospital El Cruce (HEC), Buenos Aires, Argentina; Centro de Oncología Molecular y Traslacional (COMTra), Universidad Nacional de Quilmes (UNQ), Buenos Aires, Argentina.
Juan GaronaPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Unidad de Investigaciones Biomédicas en Cáncer (IBioCAN), Centro de Medicina Traslacional (CEMET), Hospital El Cruce (HEC), Buenos Aires, Argentina; Centro de Oncología Molecular y Traslacional (COMTra), Universidad Nacional de Quilmes (UNQ), Buenos Aires, Argentina.
Carlos DavioPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Instituto de Investigaciones Farmacológicas (ININFA), Facultad de Farmacia y Bioquímica, Universidad de Buenos Aires - CONICET, Buenos Aires, Argentina.
Agustin YaneffPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Instituto de Investigaciones Farmacológicas (ININFA), Facultad de Farmacia y Bioquímica, Universidad de Buenos Aires - CONICET, Buenos Aires, Argentina.
Maria Noe GarciaPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Instituto de Estudios de la Inmunidad Humoral (IDEHU), CONICET, Universidad de Buenos Aires, Buenos Aires, Argentina; Departamento de Ciencias Biológicas, Facultad de Farmacia y Bioquímica, Universidad de Buenos Aires, Buenos Aires, Argentina.
Daniela PapademetrioPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Unidad de Investigaciones Biomédicas en Cáncer (IBioCAN), Centro de Medicina Traslacional (CEMET), Hospital El Cruce (HEC), Buenos Aires, Argentina; Cátedra de Inmunología, Departamento de Microbiología, Inmunologia, Biotecnología y Genética, Facultad de Farmacia y Bioquímica, Universidad de Buenos Aires, Argentina; Centro de Investigaciones en Biomedicina Traslacional (CIBiMeT), Hospital de Alta Complejidad del Bicentenario Esteban Echeverría - CONICET, Argentina.
Maria Eugenia PasqualiniPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Instituto de Investigaciones en Ciencias de la Salud, Consejo Nacional de Investigaciones Científicas y Técnicas and Facultad de Ciencias Médicas-Universidad Nacional de Córdoba, Ciudad Universitaria, 5000, Córdoba, Argentina.
Luis SarottoPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Departamento de Cirugia, Hospital de Clínicas "José de San Martín", Universidad de Buenos Aires, Argentina.
Jonathan GarnierDepartment of Surgical Oncology, Institut Paoli-Calmettes, Marseille, France; Aix-Marseille Univ, INSERM U1068, CNRS UMR 7258, Institut Paoli-Calmettes, Centre de Recherche en Cancérologie de Marseille (CRCM), Parc Scientifique et Technologique de Luminy, Marseille, France.
Brice ChanezPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Department of Surgical Oncology, Institut Paoli-Calmettes, Marseille, France; Department of Clinical Oncology, Institut Paoli-Calmettes, Marseille, France.
Oscar MazzaPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; General Surgery Department, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina.
Nicolas FraunhofferCentro de Estudios Farmacológicos y Botánicos (CEFYBO), Facultad de Medicina, Universidad de Buenos Aires-CONICET, Argentina; Departamento de Microbiología, Parasitología e Inmunología, Facultad de Medicina, Universidad de Buenos Aires, Buenos Aires, Argentina; Joint Lab INSERM-CONICET-UBA-UNAJ-HEC, Argentina.
Nelson DusettiPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Departamento de Ciencias Biológicas, Facultad de Farmacia y Bioquímica, Universidad de Buenos Aires, Buenos Aires, Argentina.
Juan IovannaPrograma Franco-argentino de Estudio del Cáncer de Páncreas, Buenos Aires, Argentina; Joint Lab INSERM-CONICET-UBA-UNAJ-HEC, Argentina; Department of Surgical Oncology, Institut Paoli-Calmettes, Marseille, France; Aix-Marseille Univ, INSERM U1068, CNRS UMR 7258, Institut Paoli-Calmettes, Centre de Recherche en Cancérologie de Marseille (CRCM), Parc Scientifique et Technologique de Luminy, Marseille, France. Electronic address: juan.iovanna@inserm.fr.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pancreatic ductal adenocarcinoma (PDAC) remains clinically managed largely through anatomical stage and performance status, despite major inter-patient heterogeneity and dynamic pathway adaptation during progression. In this review, we propose a hypothesis-generating, stage-aware framework in which clinical stage and established molecular subtypes are considered complementary rather than competing stratification axes. Stage-resolved transcriptomic modeling identified a directional separation across up-front resectable, borderline/locally advanced, primary metastatic and liver metastatic samples, with PC1 explaining 51.1% of the variance and separating early from metastatic states, whereas PC2 explained 30.2% and captured immune/stromal remodeling. We interpret these observations cautiously as pathway-level signals that require functional and clinical validation, not as an established biological paradigm. The model suggests a transition from MAPK-enriched, proliferative and partially immune-competent tumors toward metastatic ecosystems characterized by PI3K-AKT-mTOR engagement, MYC amplification, mitochondrial metabolism, proteostasis support and immune exclusion. We further distinguish approved standards, negative clinical experiences, early clinical signals and preclinical hypotheses. The central conclusion is that PDAC therapeutic stratification should integrate stage, molecular subtype, treatment line, tissue context and evidence level before pathway-directed interventions are clinically prioritized. Accordingly, this review should be read as a translational prioritization framework rather than as a treatment algorithm: it organizes where pathway-directed hypotheses are most biologically plausible, where they are clinically supported, and where they remain insufficiently validated for routine decision-making.

Indexed as

Metabolic reprogrammingPancreatic ductal adenocarcinoma (PDAC)Pathway rewiringPrecision oncologyStage-dependent therapeutic vulnerability

Identifiers

PMID42462455
PMCPMC13400246

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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.