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  2. A SASP-related four-gene signature associated with intervertebral disc degeneration: integrated bioinformatics analysis and validation of pinocembrin as a therapeutic candidate

A SASP-related four-gene signature associated with intervertebral disc degeneration: integrated bioinformatics analysis and validation of pinocembrin as a therapeutic candidate

  • Mol Biol Rep. 2026 Mar 21;53(1):528. doi: 10.1007/s11033-026-11710-4.
Ge-Liang Yao # 1 2 Shi-Jiang Wang # 1 2 Ying Zhang # 3 Jia-Ming Liu 1 2 Hong-Hai Song 4 Zhi-Li Liu 5 6 7
Affiliations

Affiliations

  • 1 Department of Orthopedic Surgery, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, People's Republic of China.
  • 2 Jiangxi Provincial Key Laboratory of Spine and Spinal Cord Diseases, Nanchang, 330006, People's Republic of China.
  • 3 Department of Otorhinolaryngology, Nanfang Hospital, Southern Medical University, Guangzhou, People's Republic of China.
  • 4 Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, People's Republic of China. [email protected].
  • 5 Department of Orthopedic Surgery, The Third Affiliated Hospital, Jiangxi Medical College, First Hospital of Nanchang, Nanchang University, Nanchang, People's Republic of China. [email protected].
  • 6 Department of Orthopedic Surgery, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, People's Republic of China. [email protected].
  • 7 Jiangxi Provincial Key Laboratory of Spine and Spinal Cord Diseases, Nanchang, 330006, People's Republic of China. [email protected].
  • # Contributed equally.
Abstract

BACKGROUND: Cellular senescence and the senescence-associated secretory phenotype (SASP) are increasingly recognized as contributors to intervertebral disc degeneration (IVDD). However, clinically relevant SASP-related gene signatures and therapeutic implications remain incompletely defined. METHODS: Two peripheral whole-blood transcriptomic datasets from GEO (GSE124272 and GSE150408) were integrated. SASP-associated differentially expressed genes (DEGs) were identified by intersecting DEGs between IVDD and control samples with the SenMayo gene set, a literature-derived senescence panel composed predominantly of SASP factors. Functional enrichment analysis and immune infiltration profiling were performed. Hub genes were prioritized using protein-protein interaction networks, consensus clustering, and weighted gene co-expression network analysis. Candidate compounds were predicted using the Connectivity Map and further supported by molecular docking. The candidate drug was further evaluated in vitro using IL-1β-stimulated mouse nucleus pulposus cells by RT-qPCR and Western blotting, and in vivo in a mouse needle-puncture IVDD model assessed by micro-CT and histology. RESULTS: A four-gene SASP-related signature (MMP9, CXCL1, TNFRSF1A, and CXCR2) was significantly associated with IVDD and linked to NF-κB signaling and cellular senescence pathways by gene set enrichment analysis. The signature correlated with pro-inflammatory innate immune infiltration, particularly neutrophils and M0 macrophages. Pinocembrin (PC) exhibited favorable predicted binding affinity to the proteins encoded by the four signature genes. PC suppressed IL-1β-induced upregulation of these signature genes at both mRNA and protein levels in vitro and preserved disc height and structural integrity in vivo. CONCLUSION: This study identifies a four-gene SASP-related signature associated with IVDD and provides preclinical evidence supporting pinocembrin as a potential therapeutic candidate.

Keywords

Consensus clustering; Immune infiltration; Intervertebral disc degeneration; SenMayo; Senescence-associated secretory phenotype; WGCNA.

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