Evidence map›Paper›PMID 42133429›Full record

ArticleCancer research communications2026

Identification of Pancreatic Ductal Adenocarcinoma Extracellular Matrix Signatures from In-Depth Proteomic Profiling that Correlate with Lymphocyte Infiltration.

James M Considine, Dharma Pally, Sarah A O'Brien, Jessica N Egan, Di Feng, Jeanine Pignatelli, Abhishek Kashyap, Nikita S Sharma, Alexandra Naba

Abstract read
In one paragraph

Article in Cancer research communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Understanding and targeting the tumour matrisome.Nature reviews. Clinical oncology · 2026
    Review
  2. Glutamine-dependent changes in fibroblast-derived extracellular matrix dictate cancer cell behavior.Matrix biology : journal of the International Society for Matrix Biology · 2026
    Article
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

9 authors.

James M ConsidineDepartment of Physiology and Biophysics, University of Illinois Chicago, Chicago, Illinois.ORCID 0009-0002-0612-8593
Dharma PallyDepartment of Physiology and Biophysics, University of Illinois Chicago, Chicago, Illinois.ORCID 0000-0003-4814-8875
Sarah A O'BrienOncology Discover Research Department, Boehringer Ingelheim, Ridgefield, Connecticut.ORCID 0009-0002-3820-9320
Jessica N EganOncology Discover Research Department, Boehringer Ingelheim, Ridgefield, Connecticut.ORCID 0009-0001-0427-4987
Di FengGlobal Computational Biology and Data Science Department, Boehringer Ingelheim, Ridgefield, Connecticut.ORCID 0000-0002-0964-9995
Jeanine PignatelliOncology Discover Research Department, Boehringer Ingelheim, Ridgefield, Connecticut.ORCID 0009-0007-3680-9724
Abhishek KashyapOncology Discover Research Department, Boehringer Ingelheim, Ridgefield, Connecticut.ORCID 0000-0003-2856-373X
Nikita S SharmaOncology Discover Research Department, Boehringer Ingelheim, Ridgefield, Connecticut.ORCID 0000-0003-3528-1634
Alexandra NabaDepartment of Physiology and Biophysics, University of Illinois Chicago, Chicago, Illinois.ORCID 0000-0002-4796-5614

Funding

Boehringer Ingelheim (BI) 540432
6 · The paper itself

Abstract

The extracellular matrix (ECM) is a complex assembly of proteins surrounding cells. It is a critical component of the tumor microenvironment (TME) that plays an active role in tumor progression and modulation of tumor response to treatment. Pancreatic ductal adenocarcinoma (PDAC) is a cancer type characterized by one of the worst prognoses, as it is often diagnosed at an advanced stage. It is also characterized by a very dense ECM, which hinders efficient drug delivery. In addition, PDACs are considered "cold" tumors as they fail to elicit a strong immune response, challenging the use of immunotherapy for patients with PDAC cancer. Yet, the interplay between the ECM and immune cells within the PDAC TME remains poorly understood. In this study, we used ECM-focused proteomics to profile the ECM compositions of PDAC mouse models characterized by different levels of CD8+ T-cell infiltration. We found that CD8lo, or "cold" tumors, and CD8hi, or "hot" tumors, exhibited different ECM profiles. Interrogation of publicly available single-cell RNA sequencing datasets of human PDACs further revealed that the ECM proteins distinguishing hot and cold PDACs are secreted by multiple stromal cell populations, including cancer-associated fibroblasts, stellate cells, and macrophages. Last, we found that the expression of a subset of the genes encoding ECM proteins characteristic of the CD8lo phenotype correlated with CD8+ T-cell infiltration in human PDAC samples and patient survival. This study paves the way for the development of ECM-modulating interventions to enhance immune cell infiltration and responsiveness to immunotherapy. SIGNIFICANCE: We report the identification of ECM protein signatures correlating with the level of CD8+ lymphocyte infiltration in murine models of PDACs and human samples. This work paves the way for the development of ECM-modulating therapeutic strategies to enhance lymphocyte infiltration and, hence, the efficacy of immunotherapies.

Indexed as

Carcinoma, Pancreatic DuctalCD8-Positive T-LymphocytesExtracellular MatrixExtracellular Matrix ProteinsLymphocytes, Tumor-InfiltratingPancreatic NeoplasmsProteomicsAnimalsCell Line, TumorFemaleHumansMiceTumor MicroenvironmentExtracellular Matrix Proteins

Identifiers

PMID42133429
PMCPMC13236633

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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.