Identification of pancreatic ductal adenocarcinoma extracellular matrix signatures from in-depth proteomic profiling that correlate with lymphocyte infiltration

Abstract The extracellular matrix (ECM) is a complex assembly of proteins surrounding cells. It is a critical component of the tumor microenvironment 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 PDAC cancer patients. Yet, the interplay between the ECM and immune cells within the PDAC tumor microenvironment remains poorly understood. Here, we employed 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 compositions. 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.

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Publication Details

Journal
Cancer Research Communications
Published
2026-05-14
DOI
https://doi.org/10.1158/2767-9764.crc-25-0460
Primary Topic
Single-cell and spatial transcriptomics
Type
article
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article

Identification of pancreatic ductal adenocarcinoma extracellular matrix signatures from in-depth proteomic profiling that correlate with lymphocyte infiltration

Jeanine Pignatelli, Alexandra Naba, James M. Considine, Sarah A. O’Brien et al.
Cancer Research Communications
Single-cell and spatial transcriptomics
article

Identification of pancreatic ductal adenocarcinoma extracellular matrix signatures from in-depth proteomic profiling that correlate with lymphocyte infiltration

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

Abstract

Abstract The extracellular matrix (ECM) is a complex assembly of proteins surrounding cells. It is a critical component of the tumor microenvironment 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 PDAC cancer patients. Yet, the interplay between the ECM and immune cells within the PDAC tumor microenvironment remains poorly understood. Here, we employed 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 compositions. 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.

Cancer Research Communications
University of Illinois Chicago (US), Boehringer Ingelheim (Brazil) (BR), Boehringer Ingelheim (Canada) (CA), Boehringer Ingelheim (France) (FR), Boehringer Ingelheim (United States) (US)
Good health and well-being
Openalex Percentile: Top 7%
Single-cell and spatial transcriptomics
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