The top-rank upstream regulator TGF-β1, and several other regulators (e.g., Apolipoprotein E (ApoE), TNF-α, IL-1β, CCL2, C3, VEGF37) also had a contributing role to the AMD pathology (Fig. 4f). The gene discussed is CCL2; the disease is age-related macular degeneration.