# Pain - related methylation driver genes affect the prognosis of pancreatic cancer patients by altering immune function and perineural infiltration

**Authors:** Chencheng Zhang, Weiwei Xu, Xudong Chen, Xingdan Wang, Xiaopeng Cui, Wenjing Zhao

PMC · DOI: 10.3389/fgene.2025.1600883 · Frontiers in Genetics · 2025-10-08

## TL;DR

This study identifies methylation driver genes linked to pain in pancreatic cancer, showing how they affect immune function and nerve infiltration, offering new insights for prognosis and treatment.

## Contribution

The study proposes a novel regulatory network linking DNA methylation, immune reprogramming, and neural plasticity in pancreatic cancer pain.

## Key findings

- A five-gene methylation signature significantly stratifies patient survival risk.
- Methylation driver genes are linked to immune regulation and neural remodeling in pancreatic cancer.
- MDGs correlate with CD4+ T cell infiltration and influence ion channel activity in neurons.

## Abstract

The malignant progression of pancreatic cancer (PC) is frequently accompanied by intractable pain mediated through perineural invasion (PNI), yet the underlying epigenetic regulatory mechanisms remain elusive.This study aims to elucidate the role of DNA methylation in the pathogenesis of PC pain, including its interactive effects with the nervous and immune systems.

Integrating multi-omics data from TCGA-PAAD (Pancreatic adenocarcinoma), we identified methylation driver genes (MDGs) using the MethylMix algorithm. By intersecting MDGs with pain-related gene sets and conducting multi-step regression modeling, we established a five-gene prognostic signature (PSMB8/COL17A1/BICC1/CTRC/TRIP13). Next, in order to elucidate the underlying mechanisms, we conducted differential expression analysis, protein-protein interaction network analysis, functional enrichment analysis, and single-cell sequencing. Additionally, we quantified immune infiltration using CIBERSORT and TIMER.

Pain-related MDGs are enriched in immune regulation, extracellular matrix reorganization, and cation channel activity, constituting the “immune-neural axis” of epigenetic regulation. The prognostic five-gene signature significantly stratifies patient survival risk (HR = 3.83, p = 1.4e−8), with its methylation levels positively correlated with CD4+ T cell infiltration and negatively correlated with dendritic cells. Model-derived differentially expressed genes exhibited dual immune-neural tropism at single-cell resolution, prominently enriched in presynaptic signaling and synaptic vesicle cycling. Mechanistically, MDGs orchestrate pain progression through PNI-associated neural remodeling and K+ channel-mediated neuronal hypersensitization.

This study establishes a visceral pain model centered on pancreatic parenchymal nociception rather than secondary neural effects, and for the first time proposes an interconnected regulatory network linking epigenetic modifications, immune reprogramming, and neural plasticity, revealing dual pain pathogenesis mechanisms: (1) immune microenvironment reshaping that potentiates neuroinflammation, and (2) direct ion channel regulation enhancing neuronal excitability. These findings provide a mechanistic foundation for developing methylation-based prognostic biomarkers and multimodal analgesic therapeutic strategies targeting the immuno-neural nexus.

## Linked entities

- **Genes:** PSMB8 (proteasome 20S subunit beta 8) [NCBI Gene 5696], COL17A1 (collagen type XVII alpha 1 chain) [NCBI Gene 1308], BICC1 (BicC family RNA binding protein 1) [NCBI Gene 80114], CTRC (chymotrypsin C) [NCBI Gene 11330], TRIP13 (thyroid hormone receptor interactor 13) [NCBI Gene 9319]
- **Diseases:** pancreatic cancer (MONDO:0005192)

## Full-text entities

- **Genes:** BICC1 (BicC family RNA binding protein 1) [NCBI Gene 80114] {aka BICC}, CTRC (chymotrypsin C) [NCBI Gene 11330] {aka CLCR, ELA4}, PSMB8 (proteasome 20S subunit beta 8) [NCBI Gene 5696] {aka ALDD, D6S216, D6S216E, JMP, LMP7, NKJO}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, COL17A1 (collagen type XVII alpha 1 chain) [NCBI Gene 1308] {aka BA16H23.2, BP180, BPA-2, BPAG2, ERED, JEB4}, TRIP13 (thyroid hormone receptor interactor 13) [NCBI Gene 9319] {aka 16E1BP, MVA3, OOMD9, OZEMA9}
- **Diseases:** visceral pain (MESH:D059265), neuroinflammation (MESH:D000090862), Pain (MESH:D010146), PC (MESH:D010190)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12540144/full.md

## References

77 references — full list in the complete paper: https://tomesphere.com/paper/PMC12540144/full.md

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Source: https://tomesphere.com/paper/PMC12540144