# Overlapping genes connect rheumatoid arthritis and head and neck cancer: coincidence or shared immune pathophysiology?

**Authors:** Ran Wang, Haiyang Li, Yifan Yang, Meng Lian

PMC · DOI: 10.3389/fmed.2025.1578016 · 2025-06-18

## TL;DR

This study finds overlapping genes between rheumatoid arthritis and head and neck cancer, suggesting shared immune mechanisms that could lead to new treatments.

## Contribution

The study identifies 35 overlapping genes and a bidirectional regulatory loop linking rheumatoid arthritis and head and neck cancer through immune-inflammatory pathways.

## Key findings

- 3,697 RA-related and 6,249 HNC-related genes were identified with a significant overlap of 2,549 genes.
- 35 overlapping genes formed a dense PPI network with seven key hub genes involved in immune regulation.
- Nine enriched pathways, including inflammatory response and chemokine signaling, were linked to both RA and HNC via five hub genes.

## Abstract

Despite advances in understanding the pathophysiology of rheumatoid arthritis (RA) and head and neck cancer (HNC) individually, their shared genetic and molecular mechanisms remain poorly defined.

This study aimed to explore gene-level connections between RA and HNC. A comprehensive literature mining approach identified gene–disease associations from PubMed and bioinformatics databases, covering 19,924 genes. An AI-driven computational pipeline applied the Adjusted Binomial Method Algorithm (ABMA) to assess association reliability. Overlapping genes were analyzed through protein–protein interaction (PPI) networks, functional annotation, and literature-based pathway analyses to elucidate common and distinct mechanisms.

The analysis identified 3,697 RA-related and 6,249 HNC-related genes, supported by 13,555 and 16,096 references, respectively, with a significant overlap of 2,549 genes (OR = 7.52; p < 1 × 10−16). Statistical refinement yielded 224 significant RA genes and 421 significant HNC genes, including 35 overlapping genes (OR = 9.27; p = 1.63 × 10−20), which formed a dense PPI network (206 edges; density = 0.17; clustering coefficient = 0.67). Seven key hub genes— TLR2, RAC1, RELA, CTSK, CDC42, CXCL11, and CYP2C19—emerged as central nodes in immune and inflammatory regulation. Functional enrichment analysis identified nine significantly enriched pathways or categories, including inflammatory response, chemotaxis, and the chemokine signaling pathway. Pathway analysis further revealed a bidirectional regulatory loop linking RA and HNC via five of these hub genes (RELA, CDC42, CTSK, CXCL11, and CYP2C19), which mediate feedback mechanisms in immune–inflammatory signaling.

These findings highlight robust immuno-inflammatory mechanisms that may serve as shared therapeutic targets for both conditions.

## Linked entities

- **Genes:** TLR2 (toll like receptor 2) [NCBI Gene 7097], RAC1 (Rac family small GTPase 1) [NCBI Gene 5879], RELA (RELA proto-oncogene, NF-kB subunit) [NCBI Gene 5970], CTSK (cathepsin K) [NCBI Gene 1513], CDC42 (cell division cycle 42) [NCBI Gene 998], CXCL11 (C-X-C motif chemokine ligand 11) [NCBI Gene 6373], CYP2C19 (cytochrome P450 family 2 subfamily C member 19) [NCBI Gene 1557]
- **Diseases:** rheumatoid arthritis (MONDO:0008383), head and neck cancer (MONDO:0005627)

## Full-text entities

- **Genes:** RAC1 (Rac family small GTPase 1) [NCBI Gene 5879] {aka MIG5, MRD48, Rac-1, TC-25, p21-Rac1}, CDC42 (cell division cycle 42) [NCBI Gene 998] {aka CDC42Hs, G25K, TKS}, CTSK (cathepsin K) [NCBI Gene 1513] {aka CTS02, CTSO, CTSO1, CTSO2, PKND, PYCD}, CXCL11 (C-X-C motif chemokine ligand 11) [NCBI Gene 6373] {aka H174, I-TAC, IP-9, IP9, SCYB11, SCYB9B}, CYP2C19 (cytochrome P450 family 2 subfamily C member 19) [NCBI Gene 1557] {aka CPCJ, CYP2C, CYPIIC17, CYPIIC19, P450C2C, P450IIC19}, RELA (RELA proto-oncogene, NF-kB subunit) [NCBI Gene 5970] {aka AIF3BL3, CMCU, NFKB3, p65}, TLR2 (toll like receptor 2) [NCBI Gene 7097] {aka CD282, TIL4}
- **Diseases:** RA (MESH:D001172), HNC (MESH:D006258), inflammatory (MESH:D007249)

## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12213867/full.md

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Source: https://tomesphere.com/paper/PMC12213867