We used NMF clustering analysis to categorize AKI mice kidney macrophages into these four distinctive clusters: Egr1 + Fib-C1, Scp2 + Fib-C2, Miox + Fib-C3, and Gpx4 + Fib-C4. The gene discussed is MIOX; the disease is acute kidney injury.