ACADM and chronic kidney disease: This study identified three core genes—CCL2, SUCLG1, and ACADM—and validated similar transcriptomic changes between human CKD and the mouse UUO model, suggesting the UUO model as a platform for investigating the molecular mechanisms and functional roles of CKD biomarkers.