Single-Cell RNA-Seq Analysis of Cells from Degenerating and Non-Degenerating Intervertebral Discs from the Same Individual Reveals New Biomarkers for Intervertebral Disc Degeneration

Int J Mol Sci. 2022 Apr 3;23(7):3993. doi: 10.3390/ijms23073993.

Abstract

In this study, we used single-cell transcriptomic analysis to identify new specific biomarkers for nucleus pulposus (NP) and inner annulus fibrosis (iAF) cells, and to define cell populations within non-degenerating (nD) and degenerating (D) human intervertebral discs (IVD) of the same individual. Cluster analysis based on differential gene expression delineated 14 cell clusters. Gene expression profiles at single-cell resolution revealed the potential functional differences linked to degeneration, and among NP and iAF subpopulations. GO and KEGG analyses discovered molecular functions, biological processes, and transcription factors linked to cell type and degeneration state. We propose two lists of biomarkers, one as specific cell type, including C2orf40, MGP, MSMP, CD44, EIF1, LGALS1, RGCC, EPYC, HILPDA, ACAN, MT1F, CHI3L1, ID1, ID3 and TMED2. The second list proposes predictive IVD degeneration genes, including MT1G, SPP1, HMGA1, FN1, FBXO2, SPARC, VIM, CTGF, MGST1, TAF1D, CAPS, SPTSSB, S100A1, CHI3L2, PLA2G2A, TNRSF11B, FGFBP2, MGP, SLPI, DCN, MT-ND2, MTCYB, ADIRF, FRZB, CLEC3A, UPP1, S100A2, PRG4, COL2A1, SOD2 and MT2A. Protein and mRNA expression of MGST1, vimentin, SOD2 and SYF2 (p29) genes validated our scRNA-seq findings. Our data provide new insights into disc cells phenotypes and biomarkers of IVD degeneration that could improve diagnostic and therapeutic options.

Keywords: cartilage; cell biology; chondrocytes; disc degeneration; intervertebral disc; senescence; single cell RNA sequencing; transcription factors.

MeSH terms

  • Biomarkers / metabolism
  • Cell Cycle Proteins / metabolism
  • Chitinases* / metabolism
  • F-Box Proteins* / genetics
  • Humans
  • Intervertebral Disc Degeneration* / genetics
  • Intervertebral Disc Degeneration* / metabolism
  • Intervertebral Disc* / metabolism
  • Lectins, C-Type / metabolism
  • Nerve Tissue Proteins / metabolism
  • Nucleus Pulposus* / metabolism
  • Sequence Analysis, RNA

Substances

  • Biomarkers
  • CLEC3A protein, human
  • Cell Cycle Proteins
  • F-Box Proteins
  • FBXO2 protein, human
  • Lectins, C-Type
  • Nerve Tissue Proteins
  • CHI3L2 protein, human
  • Chitinases