# Integrative Bulk and Single-Cell Transcriptomic Profiling Reveals Oxidative Stress-Related Genes and Potential Therapeutic Targets in Osteoarthritis

## TL;DR

This study identifies oxidative stress-related genes and a potential treatment for osteoarthritis using bulk and single-cell RNA sequencing data.

## Contribution

The integration of bulk and single-cell transcriptomics reveals FOS as a key gene and ursolic acid as a potential therapeutic for osteoarthritis.

## Key findings

- Oxidative stress signaling is significantly activated in osteoarthritis cartilage tissues.
- FOS is identified as a hub regulator linked to immune infiltration and inflammation in chondrocytes.
- Ursolic acid inhibits oxidative stress and inflammation in chondrocytes, similar to FOS silencing.

## Abstract

Osteoarthritis (OA) is increasingly recognized as a degenerative joint disease that leads to a serious problem of public health, yet the underlying molecular mechanisms remain incompletely understood. In this study, we integrated bulk and single-cell RNA sequencing (scRNA-seq) datasets from the Gene Expression Omnibus (GEO) to systematically investigate oxidative stress–related genes and pathways in OA. Gene set enrichment analysis (GSEA) revealed significant activation of oxidative stress signaling in OA cartilage tissues, with 58 differentially expressed oxidative stress-related genes identified. Subsequent LASSO regression analysis highlighted seven diagnostic genes (STC2, LSP1, COL6A1, FOS, SELENON, TP53, and HSPA8), which demonstrated robust diagnostic performance in both training and validation cohorts. Single-cell analysis further revealed cell-type-specific differences in oxidative stress activity, with homeostatic chondrocytes (HomCs) exhibiting the highest pathway scores. Among the identified genes, FOS emerged as a hub regulator, showing elevated expression in HomCs from OA samples and strong associations with immune infiltration and proinflammatory pathways. Functional assays demonstrated that FOS knockdown significantly attenuated IL-1β-induced oxidative stress, apoptosis, and inflammatory cytokine (interleukin-6 [IL-6] and tumor necrosis factor-alpha [TNF-α]) release in chondrocytes. Furthermore, molecular docking and dynamics simulations identified ursolic acid (UA) as a stable small-molecule FOS binder, and in vitro experiments confirmed its inhibitory effects on oxidative stress and inflammation, comparable to FOS silencing or pharmacological inhibition. Collectively, our findings suggest that oxidative stress–related genes, particularly FOS, play a central role in OA pathogenesis by linking redox imbalance to immune dysregulation and chondrocyte injury, and highlight UA as a potential therapeutic candidate for OA management.