Longevity & AgingResearch PaperOpen Access

SERPINE1 Drives Immune Suppression in Pancreatic Cancer via Stromal Fibroblasts

Multi-omics and single-cell analysis pinpoints SERPINE1 as a master regulator of the immunosuppressive tumor microenvironment in pancreatic cancer.

Tuesday, September 22, 2026 1 view
Published in Front Immunol
Molecular ribbon structure of PAI-1 protein glowing against a dark background of dense fibrous stromal tissue in a pancreatic tumor cross-section

Summary

Researchers combined bulk transcriptomics from TCGA, GEO, and ArrayExpress with single-cell RNA sequencing to identify SERPINE1 (PAI-1) as a central hub gene driving inflammation-linked immune evasion in pancreatic ductal adenocarcinoma (PDAC). High SERPINE1 expression correlated strongly with poor prognosis and an immunosuppressive tumor microenvironment. Single-cell profiling traced SERPINE1's primary stromal source to cancer-associated fibroblasts (CAFs). Molecular docking identified Lenvatinib and Dasatinib as candidate inhibitors. CRISPR knockout of SERPINE1 in PDAC cell lines reduced proliferation and migration while triggering apoptosis, establishing SERPINE1 as a functionally essential and potentially druggable driver of pancreatic cancer aggressiveness.

Detailed Summary

Pancreatic ductal adenocarcinoma (PDAC) is one of oncology's most intractable challenges, marked by late diagnosis, rapid metastasis, and near-universal therapy resistance. Chronic inflammation is a well-established precursor, yet the molecular bridges linking inflammatory signaling to immune evasion and stromal remodeling remain poorly defined. This study set out to fill that gap using an integrative multi-omics framework.

The investigators assembled transcriptomic and clinical data from 123 PDAC patients in TCGA, supplemented by three external cohorts (GSE71989, E-EMBL-6, E-MEXP-1121) spanning normal pancreas, chronic pancreatitis, and PDAC. Differential expression analysis with the limma R package, protein–protein interaction modeling via CytoHubba, and functional enrichment through GO/KEGG and GSEA converged on 11 hub genes, with SERPINE1 emerging as the most consistent central node. Its prognostic relevance was confirmed by survival analyses, and immunotherapy response was assessed using the IMvigor210 cohort and the TIDE algorithm.

SERPINE1, encoding plasminogen activator inhibitor-1 (PAI-1), was robustly upregulated in PDAC versus normal and chronic pancreatitis tissue across all cohorts. Elevated SERPINE1 expression was tightly associated with a profoundly immunosuppressive tumor microenvironment—including reduced cytotoxic T-cell infiltration and elevated immunosuppressive stromal signatures—and predicted diminished responsiveness to immune checkpoint blockade. Structure-based molecular docking identified the multikinase inhibitor Lenvatinib and the Src/BCR-ABL inhibitor Dasatinib as previously unrecognized candidate SERPINE1 inhibitors, opening a drug-repurposing avenue.

Single-cell RNA sequencing of six PDAC patients (GSE212966, processed with Seurat, SCTransform normalization, and Harmony batch correction) resolved nine major cellular compartments. Critically, fibroblasts—specifically cancer-associated fibroblast (CAF) subpopulations—were identified as the dominant stromal source of SERPINE1, positioning CAFs as orchestrators of SERPINE1-driven crosstalk between inflammation, extracellular matrix remodeling, and immune exclusion. This CAF-centric origin had not been systematically defined in prior PDAC studies.

Functional validation via CRISPR-mediated SERPINE1 knockout in PDAC cell lines significantly impaired proliferation and migration while inducing robust apoptosis, confirming that SERPINE1 is not merely a biomarker but an active driver of tumor aggressiveness. Collectively, these findings establish SERPINE1 as a mechanistically grounded and clinically actionable therapeutic target at the tumor–stroma interface in pancreatic cancer.

Key Findings

  • SERPINE1 was the top hub gene across all PDAC multi-omics cohorts, linked to poor prognosis.
  • High SERPINE1 predicted reduced immunotherapy response via TIDE algorithm and IMvigor210 cohort.
  • Single-cell sequencing pinpointed cancer-associated fibroblasts as the primary SERPINE1-expressing stromal cell type.
  • Molecular docking identified Lenvatinib and Dasatinib as candidate SERPINE1 inhibitors for drug repurposing.
  • CRISPR knockout of SERPINE1 in PDAC lines impaired proliferation and migration and induced apoptosis.

Methodology

Integrative multi-omics analysis combined TCGA bulk transcriptomics (n=123 PDAC) with three external GEO/ArrayExpress cohorts; single-cell RNA-seq from six PDAC patients was analyzed using Seurat with Harmony batch correction. Functional validation used CRISPR knockout in PDAC cell lines alongside molecular docking for drug candidate identification.

Study Limitations

The study is predominantly computational and cell-line based; in vivo mouse model validation and clinical trial data are lacking. The single-cell dataset covered only six patients, limiting generalizability. Molecular docking predictions for Lenvatinib and Dasatinib require biochemical and cellular confirmation of SERPINE1 binding and inhibition.

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