PUBLICATION
Single-Cell Transcriptomics Reveals Riluzole as an Osteoarthritis Candidate Drug via OB-NE Signaling Modulation and CTSS/NOS1 Inhibition
- Authors
- Liu, K., Li, J.L., Chen, Y., Li, Y.X., Deng, J.D., Gong, Y., Cao, C., Zeng, Q., Xiao, Z.W., Wen, K.Z., Qu, X.C., Chen, X.D., Deng, Y., Deng, H.W., Tan, L.J.
- ID
- ZDB-PUB-260417-2
- Date
- 2026
- Source
- Drug design, development and therapy 20: 544803 (Journal)
- Registered Authors
- Deng, Yun
- Keywords
- drug repositioning, osteoarthritis, osteoblasts, riluzole, single-cell transcriptome sequencing
- MeSH Terms
- none
- PubMed
- 41993107 Full text @ Drug Des Devel Ther
Citation
Liu, K., Li, J.L., Chen, Y., Li, Y.X., Deng, J.D., Gong, Y., Cao, C., Zeng, Q., Xiao, Z.W., Wen, K.Z., Qu, X.C., Chen, X.D., Deng, Y., Deng, H.W., Tan, L.J. (2026) Single-Cell Transcriptomics Reveals Riluzole as an Osteoarthritis Candidate Drug via OB-NE Signaling Modulation and CTSS/NOS1 Inhibition. Drug design, development and therapy. 20:544803.
Abstract
Introduction Osteoarthritis (OA) is a degenerative joint disease involving multiple cell types, yet the role of osteoblast (OB)-immune cell interactions remains poorly understood.
Methods Single-cell RNA sequencing of human femoral head tissue was employed in this study, followed by integrated analysis using bioinformatics tools such as differential expression analysis, enrichment analysis and cell communication analysis. A network proximity-based drug repositioning approach was employed to identify potential drug candidates. Mendelian randomization (MR) analysis was used to explore the causal relationship between drug targets and OA. In vivo, a triclocarban (TCC)-induced zebrafish OA model was treated with selected drugs, and transcriptomic sequencing, network pharmacology and molecular docking were performed to identify potential drug targets.
Results We found OB populations as key OA-associated cells, differentially expressed genes in OBs were enriched in neutrophil (NE)-mediated immune pathways. Cell communication analysis revealed enhanced bidirectional OB-NE signaling in OA, primarily mediated through the CXCL12-CXCR4 and RETN-CAP1 pathways. Riluzole was identified as a therapeutic candidate through drug repositioning analysis. MR showed an inverse association between the expression of its target SLC7A11 and OA risk (OR=0.84, 95% CI=0.72-0.98, P=0.027). In zebrafish OA models, riluzole treatment significantly reduced joint degeneration and downregulated CTSS, NOS1 and key components of the MAPK/ERK pathway. Molecular docking studies demonstrated strong binding affinity of riluzole to CTSS and NOS1, suggesting that inhibition of these targets may underlie its therapeutic action via suppression of MAPK/ERK suppression.
Conclusion This study highlights riluzole as a promising repositioned drug for OA. Limitations of this study include the relatively small sample size and the need for further translational validation in clinical settings.
Genes / Markers
Expression
Phenotype
Mutations / Transgenics
Human Disease / Model
Sequence Targeting Reagents
Fish
Orthology
Engineered Foreign Genes
Mapping