Causal effects of plasma proteome on intervertebral disc degeneration: a comprehensive mendelian randomization study

Eur Spine J. 2025 Jan;34(1):316-325. doi: 10.1007/s00586-024-08551-9. Epub 2024 Nov 6.

Abstract

Purpose: Intervertebral disc degeneration (IVDD) considerably impacts global disability and quality of life. Although potential links between plasma proteins and IVDD exist, their causal correlation remains undefined. This study explored the causal links between plasma proteins and IVDD employing genome-wide association study data.

Methods: For this observational study, summary statistics for plasma proteins were derived from an Icelandic population, paralleled with genome-wide data on IVDD obtained from the FinnGen consortium. Using two-sample Mendelian randomization, we assessed the causal relationship between 4,907 plasma proteins and IVDD. Standard sensitivity analyses encompassing heterogeneity, pleiotropy, and leave-one-out cross-validation tests confirmed the stability and robustness of the findings. Subsequently, through Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment, and protein interaction analyses, we delved into the functional interrelation among identified plasma proteins.

Results: A causal association with IVDD was identified for 47 plasma proteins; myoneurin, intersectin 1, and eukaryotic translation initiation factor 4 gamma 3 maintained significant correlations post multiple correction tests (P < 1.02 × 10- 5), influencing IVDD development positively. GO/KEGG pathway analyses confirmed that multiple pathways may be involved in IVDD development.

Conclusion: The study underscores the causal correlation between plasma protein levels and IVDD risk. These identified proteins could emerge as unique biomarkers for IVDD, contributing to its predictive measures. The findings further our understanding of IVDD pathomechanisms and prospective therapeutic targets.

Keywords: Causal association; Intervertebral disc degeneration; Mendelian randomization; Plasma proteome.

Publication types

  • Observational Study

MeSH terms

  • Blood Proteins* / analysis
  • Blood Proteins* / genetics
  • Female
  • Genome-Wide Association Study*
  • Humans
  • Intervertebral Disc Degeneration* / blood
  • Intervertebral Disc Degeneration* / genetics
  • Male
  • Mendelian Randomization Analysis*
  • Proteome

Substances

  • Blood Proteins
  • Proteome