# Identification and Mechanism Research of Oxidative Stress-Related Biomarkers in Oral Lichen Planus

**Authors:** Qiao Peng, Xiangwen Bu, Shixian Zang, Ning Duan, Xiang Wang, Wenmei Wang

PMC · DOI: 10.3390/biomedicines14020420 · Biomedicines · 2026-02-13

## TL;DR

This study identifies five oxidative stress-related genes as potential biomarkers in oral lichen planus and explores their roles in immune pathways and possible therapeutic targets.

## Contribution

The study identifies novel oxidative stress-related biomarkers and their regulatory mechanisms in oral lichen planus.

## Key findings

- Five key biomarkers (TGFB1, KLF4, TNF, NQO1, and MMP9) are linked to immune regulatory pathways in OLP.
- Potential therapeutic compounds like meropenem anhydrous and hydroxyurea show strong binding affinity to key biomarkers.
- Single-cell RNA sequencing reveals T lymphocytes as the primary cell type involved, with specific gene expression patterns.

## Abstract

Background: Oxidative stress (OS) plays an important role in oral lichen planus (OLP) development; however, the precise functions of the genes associated with OS (OSRGs) remain unclear. This study aimed to identify and characterize OS-linked molecular markers in OLP. Methods: Data were obtained from the GSE38616 and GSE211630 datasets, along with 467 OSRGs. Candidate genes were identified by cross-referencing differentially expressed genes with OSRGs. Biomarkers were then selected through a protein–protein interaction network analysis using Cytoscape. Functional enrichment analysis, regulatory network mapping, therapeutic compound prediction, molecular docking simulations, and RNA modification profiling were also performed. Single-cell RNA sequencing was used to characterize biomarker distribution among the distinct cell populations. Gene expression was validated using quantitative real-time PCR (qRT-PCR). Results: Five genes emerged as key biomarkers: TGFB1, KLF4, TNF, NQO1, and MMP9. Functional enrichment analysis revealed that these markers are involved in immune regulatory pathways between lymphoid and nonlymphoid cellular compartments. Network analysis identified hsa-miR-449a and hsa-miR-449b-5p as potential regulators of NQO1 and KLF4. Pharmaceutical screening identified several potential therapeutic compounds, such as meropenem anhydrous and hydroxyurea, which exhibit targeted binding affinity for key biomarkers. Docking simulations indicated robust binding interactions (binding energies < −5 kcal/mol) for most compound–biomarker combinations, excluding the KLF4–hydroxyurea pairing. In addition, putative m6A methylation sites were identified in the TNF, KLF4, and TGFB1 transcripts. Single-cell analysis identified T lymphocytes as the primary cell type of interest, with TGFB1 expression increasing progressively during T-cell maturation. Validation by qRT-PCR confirmed the transcriptomic results, demonstrating elevated expression of TGFB1, TNF, and MMP9, along with reduced NQO1 expression in OLP tissues. Conclusions: TGFB1, KLF4, TNF, NQO1, and MMP9 were identified as potential OS-associated biomarkers in OLP. These findings provide insights into disease mechanisms and reveal potential therapeutic targets.

## Linked entities

- **Genes:** TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040], KLF4 (KLF transcription factor 4) [NCBI Gene 9314], TNF (tumor necrosis factor) [NCBI Gene 7124], NQO1 (NAD(P)H quinone dehydrogenase 1) [NCBI Gene 1728], MMP9 (matrix metallopeptidase 9) [NCBI Gene 4318]
- **Chemicals:** meropenem anhydrous (PubChem CID 441130), hydroxyurea (PubChem CID 3657)
- **Diseases:** oral lichen planus (MONDO:0043923)

## Full-text entities

- **Genes:** TNFRSF1A (TNF receptor superfamily member 1A) [NCBI Gene 7132] {aka CD120a, FPF, TBP1, TNF-R, TNF-R-I, TNF-R55}, MMP9 (matrix metallopeptidase 9) [NCBI Gene 4318] {aka CLG4B, GELB, MANDP2, MMP-9}, RBP4 (retinol binding protein 4) [NCBI Gene 5950] {aka MCOPCB10, RDCCAS}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, FAS (Fas cell surface death receptor) [NCBI Gene 355] {aka ALPS1A, APO-1, APT1, CD95, FAS1, FASTM}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, KCNK3 (potassium two pore domain channel subfamily K member 3) [NCBI Gene 3777] {aka DDSA, K2p3.1, OAT1, PPH4, TASK, TASK-1}, DDX3X (DEAD-box helicase 3 X-linked) [NCBI Gene 1654] {aka CAP-Rf, DBX, DDX14, DDX3, HLP2, MRX102}, NOS2 (nitric oxide synthase 2) [NCBI Gene 4843] {aka HEP-NOS, INOS, NOS, NOS2A}, CEBPB (CCAAT enhancer binding protein beta) [NCBI Gene 1051] {aka C/EBP-beta, IL6DBP, NF-IL6, TCF5}, TRBV20OR9-2 (T cell receptor beta variable 20/OR9-2 (non-functional)) [NCBI Gene 6962] {aka CDR3, TCRBV20S2, TCRBV2O, TCRBV2S2O}, TGFBR2 (transforming growth factor beta receptor 2) [NCBI Gene 7048] {aka AAT3, FAA3, LDS1B, LDS2, LDS2B, MFS2}, FASLG (Fas ligand) [NCBI Gene 356] {aka ALPS1B, APT1LG1, APTL, CD178, CD95-L, CD95L}, MIR449A (microRNA 449a) [NCBI Gene 554213] {aka MIRN449, MIRN449A, hsa-mir-449, mir-449a}, NQO1 (NAD(P)H quinone dehydrogenase 1) [NCBI Gene 1728] {aka DHQU, DIA4, DTD, NMOR1, NMORI, QR1}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, KLF4 (KLF transcription factor 4) [NCBI Gene 9314] {aka EZF, GKLF}, MIR449B (microRNA 449b) [NCBI Gene 693123] {aka MIRN449B, mir-449b}
- **Diseases:** tuberculosis (MESH:D014376), toxoplasmosis (MESH:D014123), chronic (MESH:D002908), OLP lesions (MESH:D008010), OS (MESH:D000079225), 11, and 17 (OMIM:615607), cardiovascular disorders (MESH:D002318), toxicities (MESH:D064420), OSRGs (MESH:D000068099), autoimmune disorders (MESH:D001327), carcinogenesis (MESH:D063646), immune-mediated disorder (MESH:C567355), oral carcinoma (MESH:D009062), OSCC (MESH:D000077195), inflammation (MESH:D007249), neurodegenerative diseases (MESH:D019636), injury to (MESH:D014947), pain (MESH:D010146), Cancer (MESH:D009369), OLP (MESH:D017676)
- **Chemicals:** m6A (MESH:C005955), lipid (MESH:D008055), hydroxyurea (MESH:D006918), reactive oxygen species (MESH:D017382), carboxylated glucosamine (-), doxorubicin hydrochloride (MESH:D004317), etoposide (MESH:D005047), MDA (MESH:D008315), carbapenem (MESH:D015780), Meropenem (MESH:D000077731), TRIzol (MESH:C411644), 8-OHdG (MESH:D000080242), N6-methyladenosine (MESH:C010223), oxygen (MESH:D010100)
- **Species:** Prevotella melaninogenica (species) [taxon 28132], Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** S2 — Drosophila melanogaster (Fruit fly), Spontaneously immortalized cell line (CVCL_Z232)

## Full text

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## Figures

11 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12938463/full.md

## References

40 references — full list in the complete paper: https://tomesphere.com/paper/PMC12938463/full.md

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Source: https://tomesphere.com/paper/PMC12938463