Integration of single-cell sequencing and machine learning identifies key macrophage-associated genetic signatures in lumbar disc degeneration

This study elucidates the genetic signatures associated with macrophages and their immune regulatory mechanisms in LDD, identifies potential diagnostic biomarkers and therapeutic targets, and proposes new strategies for precision intervention.