Evidence map›Paper›PMID 41630854›Full record

ArticleSurgery open science2026

Digital quantification of stroma percentage enhances prognostic stratification in pancreatic cancer.

Axel Bengtsson, Roland Andersson, Bodil Andersson, Daniel Ansari

Abstract read
In one paragraph

Article in Surgery open science, 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
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1 · What the graph read from it

What it found

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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

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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

4 authors.

Axel BengtssonDepartment of Surgery, Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden.
Roland AnderssonDepartment of Surgery, Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden.
Bodil AnderssonDepartment of Surgery, Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden.
Daniel AnsariDepartment of Surgery, Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Pancreatic ductal adenocarcinoma (PDAC) is characterized by a prominent desmoplastic stroma, which plays a crucial role in tumor biology and treatment resistance. While the stromal compartment is a defining histopathological feature of PDAC, its prognostic significance remains incompletely understood. This study aimed to quantify the stromal content in PDAC using digital pathology and evaluate its association with patient outcomes. Methods: Tissue microarrays (TMAs) were constructed from resected PDAC specimens ( Results: Digital quantification revealed wide intertumoral variability in TSP. A total of 127 (89%) patients were categorized into the high TSP group (>44.2% stroma). A high TSP was significantly associated with anatomic location of the tumor in the head of the pancreas. Patients with high TSP exhibited significantly prolonged overall survival (median: 27.8 months vs 12 months, Conclusion: A high TSP is independently associated with improved survival in PDAC. These findings challenge traditional views of the stroma as purely tumor-promoting and suggest a potential protective role of the stromal compartment in certain contexts.

Indexed as

Digital analysisPancreatic cancerPrognosisTumor stroma percentage

Identifiers

PMID41630854
PMCPMC12861185

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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.