Evidence map›Paper›PMID 42782738›Full record

ReviewCells2026

Biomarker-Driven Strategies for Stromal Reprogramming in Pancreatic Ductal Adenocarcinoma.

Maria De Luca, Francesco Balestra, Giorgia Panzetta, Gianluigi Giannelli, Maria Principia Scavo

Abstract readReview
In one paragraph

Review in Cells, 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

5 authors.

Maria De LucaLaboratory of Molecular Medicine, National Institute of Gastroenterology IRCCS de Bellis, Via Turi 27, Castellana Grotte, 70013 Bari, Italy.ORCID 0000-0002-7827-7742
Francesco BalestraLaboratory of Molecular Medicine, National Institute of Gastroenterology IRCCS de Bellis, Via Turi 27, Castellana Grotte, 70013 Bari, Italy.ORCID 0009-0009-8853-3533
Giorgia PanzettaLaboratory of Molecular Medicine, National Institute of Gastroenterology IRCCS de Bellis, Via Turi 27, Castellana Grotte, 70013 Bari, Italy.
Gianluigi GiannelliScientific Direction, National Institute of Gastroenterology IRCCS de Bellis, Via Turi 27, Castellana Grotte, 70013 Bari, Italy.ORCID 0000-0002-5140-8060
Maria Principia ScavoLaboratory of Molecular Medicine, National Institute of Gastroenterology IRCCS de Bellis, Via Turi 27, Castellana Grotte, 70013 Bari, Italy.ORCID 0000-0002-0812-4441

Funding

Ministero della Salute Ricerca Corrente 2026
6 · The paper itself

Abstract

Pancreatic ductal adenocarcinoma (PDAC) remains highly lethal, partly because its dense, heterogeneous stroma restricts drug delivery, promotes immune exclusion, and supports therapeutic resistance. Stromal targeting has, therefore, evolved from broad depletion towards biomarker-guided reprogramming and normalization strategies that aim to restore vascular function, improve intratumoral drug penetration, and enhance antitumor immunity. This review summarizes evidence on stromal biomarkers with prognostic or predictive value, including tumor-stroma ratio, fibrosis burden, cancer-associated fibroblast states, extracellular matrix stiffness, vascular accessibility, and spatial immune features. It also examines emerging therapeutic approaches to reprogram the PDAC stroma, such as repurposed drugs, immune-stromal modulators, metabolic interventions, and advanced delivery systems. Emphasis is placed on clinically or translationally supported strategies, including CXCR4, CD40, CD73, vitamin D receptor agonism, matrix remodeling, and biomarker-driven stratification. Overall, PDAC stroma is a dynamic therapeutic target, requiring composite biomarkers and rational combinations with chemotherapy, immunotherapy, and delivery-enhancing strategies.

Indexed as

Biomarkers, TumorCarcinoma, Pancreatic DuctalCellular ReprogrammingPancreatic NeoplasmsStromal CellsAnimalsCancer-Associated FibroblastsExtracellular MatrixHumansTumor MicroenvironmentBiomarkers, Tumorbiomarkerscancer-associated fibroblastsextracellular matrixpancreatic ductal adenocarcinomastromal reprogrammingtumor microenvironment

Identifiers

PMID42782738
PMCPMC13605378

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.