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June 5, 2026F1000Research0 citationsOpen Access

Bioinformatics-based Investigation to Unveiling The miRNA-Immunity Axis in The Tumor Microenvironment of Pancreatic Cancer

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MAMohammed Salih Al-JanabySMSalah H. MannoushSASaif S. Al-Janabi

Key Points

  • The study aims to investigate how miRNAs impact immune responses, particularly in memory CD4+ T cells, in the pancreatic tumor microenvironment.
  • Conducted scRNA-seq on PDAC and non-tumoral pancreas samples to analyze cell type variation.
  • Utilized prediction databases to identify miRNA targeting sequences on downregulated genes.
  • Established a miRNA–mRNA interaction network using Cytoscape.
  • Memory CD4+ T cells were significantly enriched in the PDAC tumor microenvironment.
  • Genotype-specific repression of immune and metabolic genes was observed in memory CD4+ T cells.
  • Several miRNAs, particularly hsa-miR-1207-5p, hsa-miR-6805-5p, and hsa-miR-149-3p, were found to target key immune-related genes, indicating their role in immune evasion.

Abstract

Background In this Bioinformatics study, we took in account the cell types variation of tumor microenvironment (TME) in Pancreatic Ductal Adenocarcinoma (PDAC), with a particular attention to miRNAs dysregulated pathways influencing immune responses, and especially memory CD4+ T cells. Methods For cell types and differentially expressed genes in memory CD4+ T cells, scRNA-seq was conducted on PDAC and non-tumoral pancreas samples. Putative miRNA targeting sequences on downregulated genes were investigated by three prediction databases, MiRWalk, TargetScan, and miRDB, and compared to GSE207345’s differential expression with creation of Affymetrix Multispecies miRNA-4 Array. The miRNA–mRNA interaction network was established in Cytoscape. Results Memory CD4+ T cells were significantly enriched in PDAC TME. At the same time, we observed genotype-specific repression of major immune and metabolic genes in these cells. Some miRNAs were significantly overexpressed in PDAC, and hsa-miR-1207-5p, hsa-miR-6805-5p, and hsa-miR-149-3p might target many immune-related or pancreatic enzyme-associated genes. Of these, a core of CLPS , NR4A2 , and SOCS3 was most frequently targeted, which likely indicated the importance of these genes in immune evasion. Conclusions While memory CD4+ T cells exist within the PDAC TME, their activity is suppressed by miRNA-associated gene dysregulation. These data suggest candidate therapeutic approaches in which targeting of miRNAs could be used to normalize immune cells and promote anti-tumor immunity.

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Cite This Study

Al-Janaby et al. (2026) studied this question.

synapsesocial.com/papers/6a2267f6763171746d546954https://doi.org/10.12688/f1000research.172407.3
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