The primary signaling pathways involved in macrophage-mediated pro-inflammatory responses in AKI encompass the Notch, NF-κB, PI3K-AKT, JAK-STAT, and necroptosis pathways. The gene discussed is NFKB1; the disease is acute kidney injury.