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

**Authors:** Axel Bengtsson, Roland Andersson, Bodil Andersson, Daniel Ansari

PMC · DOI: 10.1016/j.sopen.2026.01.002 · Surgery Open Science · 2026-01-19

## TL;DR

This study shows that a higher stroma percentage in pancreatic cancer is linked to better patient survival, challenging previous assumptions about stroma's role.

## Contribution

Digital quantification of stroma percentage as an independent prognostic marker in pancreatic cancer.

## Key findings

- High stroma percentage was associated with tumors located in the head of the pancreas.
- Patients with high stroma percentage had significantly longer overall survival.
- High stroma percentage remained an independent predictor of favorable prognosis in multivariable analysis.

## Abstract

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.

Tissue microarrays (TMAs) were constructed from resected PDAC specimens (n = 142). Digital analysis of tumor stroma percentage (TSP) was performed on tissue sections labeled with CA19–9. Cases were stratified into low and high TSP groups based on an optimized threshold of 44.2%. Associations between TSP and clinicopathological variables were assessed, and survival outcomes were analyzed using Kaplan-Meier and Cox proportional hazards models.

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, p < 0.001). In multivariable analysis, high TSP remained an independent predictor of favorable prognosis (HR = 0.26, 95% CI: 0.13–0.52, p < 0.001).

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.

## Linked entities

- **Diseases:** pancreatic ductal adenocarcinoma (MONDO:0005184)

## Full-text entities

- **Diseases:** PDAC (MESH:D021441), pancreatic cancer (MESH:D010190), tumor (MESH:D009369)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

40 references — full list in the complete paper: https://tomesphere.com/paper/PMC12861185/full.md

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Source: https://tomesphere.com/paper/PMC12861185