Although direct evidence in spinal stenosis is limited, these findings collectively suggest that dysregulated NT-3 signaling may promote pathological neuroplasticity within the ligamentum flavum microenvironment in response to chronic mechanical and metabolic stress. The gene discussed is NTF3; the disease is spinal stenosis.