In summary, the four genes ANPEP, STK11, ACACB, and RPS6KB play significant roles in the occurrence and progression of CKD by regulating inflammatory response, metabolic homeostasis, oxidative stress, and signaling pathways. The gene discussed is STK11; the disease is chronic kidney disease.