ArticleCancer research2026
High-Dimensional Protein Analysis Uncovers Distinct Immunologic and Stromal Features in Primary and Metastatic Pancreatic Ductal Adenocarcinoma.
Article in Cancer research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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.
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.
Who cites it
4 citing papers in PubMed.
- Conserved Metastatic Cell States and Spatial Immune Microenvironment Remodeling Define Pancreatic Cancer Liver Metastases.bioRxiv : the preprint server for biology · 2026Article
- The immunobiology of pancreatic cancer metastasis: premetastatic niche formation, organ-specific immune landscapes, and therapeutic opportunities.Cancer metastasis reviews · 2026Review
- Rethinking PDAC: from immunological silence to therapeutic opportunity.Frontiers in immunology · 2026Review
- Radiotherapy as a partner for immunotherapy in pancreatic cancer: current landscape and future directions.Frontiers in oncology · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
20 authors.
Funding
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is an aggressive tumor type with poor patient outcomes. Most patients present with metastatic disease, which generally has reduced immune infiltration compared with primary tumors. Further work to elucidate the specific cellular features of metastatic PDAC is needed to guide the development of future immunotherapy strategies. In this study, we investigated the hypothesis that PDAC tumors harbor distinct immunologic and stromal features depending on their anatomic site. Multiplex IHC, spatial analysis, and single-cell mass cytometry (CyTOF) uncovered dominant immune and stromal cell populations in tumors derived from 27 primary and 26 liver metastases. Metastatic liver tumors from patients with PDAC contained reduced T-cell infiltration, fibroblast populations, and collagen accumulation than primary lesions, whereas CD68+ cells, often coexpressing CCR2, were more abundant. Spatial analyses revealed distinct immune cell communities in primary and metastatic PDAC, in which cytokeratin 19 (CK19+) cells clustered differentially with αSMA+, CD3+, and CD68+ cells, depending on the tumor site. When comparing tumor-associated regions, the proportion of peritumoral CK19- cells remained consistent, but their composition varied by disease site. CD8+ T cells were significantly less frequent in metastatic tumors, whereas both CD4+ and CD8+ T cells present in primary tumors expressed more transcription factors associated with suppressive properties, including FoxP3 and RORγt. CyTOF revealed that T cells coexpressed multiple inhibitory checkpoint receptors, most notably LAG3 and PD-1. This report reveals that primary and metastatic tumors from patients with PDAC harbor vastly distinct immunologic and stromal features at the protein level. SIGNIFICANCE: Protein level analysis reveals distinct immunological and stromal features between primary and metastatic pancreatic tumors, offering a rationale for immunotherapies that target macrophages and increase T-cell abundance in metastatic disease.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.