The findings of the functional correlation analysis indicate an interaction between these candidate biomarker genes with key pathways intersecting adaptive immune responses, TNF alpha mediated inflammation, and endothelial dysfunction, supporting PD infection-mediated systemic immune dysregulation at the core of the AD-PD link. Here, TNF is linked to endothelial dysfunction.