Our study provides a high-resolution molecular framework for understanding TEC senescence and identifies MCL-1 inhibition as a precise and effective therapeutic strategy to prevent AKI-to-CKD progression, with early intervention being critical for therapeutic success. The gene discussed is MCL1; the disease is chronic kidney disease.