Search

Purpose: The present study aims to explore the effects of tacrolimus on proteinuria in patients with idiopathic membranous nephropathy (IMN) and recommend an appropriate dosage schedule via machine learning method., Methods: The E max model was constructed to analyze the effects of tacrolimus on proteinuria in patients with IMN. Data were mined from published literature and machine learning was built up with E max model, among which the efficacy indicator was proteinuria change rates from baseline. 463 IMN patients were included for modeling, and tacrolimus therapeutic window concentrations were 4-10 ng/ml., Results: In machine learning model, the E max from tacrolimus effecting proteinuria in IMN patients was -72.7%, the ET 50 was 0.43 months, and the time to achieving 25% E max , 50% E max , 75% E max , and 80% (plateau) E max of tacrolimus on proteinuria in patients with IMN were 0.15, 0.43, 1.29, and 1.72 months, respectively., Conclusion: For achieving better therapeutic effects from tacrolimus on proteinuria in patients with IMN, tacrolimus concentration range need to be maintained at 4-10 ng/ml for at least 1.72 months., (© 2024. The Author(s), under exclusive licence to Springer Nature B.V.)