While estrogen’s antioxidant properties may potentially reduce oxidative stress in MSA-affected regions and maintain mitochondrial function, prolonged exposure to high hormone levels might exacerbate protein misfolding and enhance inflammatory signaling through NF-κB pathways. The gene discussed is NFKB1; the disease is multiple system atrophy.