Title : A novel random forest integrative approach based on endogenous CYP3A4 phenotype for predicting tacrolimus concentrations and dosages in Chinese renal transplant patients.

Pub. Date : 2020 Apr

PMID : 31721244






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1 A novel random forest integrative approach based on endogenous CYP3A4 phenotype for predicting tacrolimus concentrations and dosages in Chinese renal transplant patients. Tacrolimus cytochrome P450 family 3 subfamily A member 4 Homo sapiens
2 The present study aimed to evaluate the potential of an integrative approach to predict individual tacrolimus concentrations and dosages based on endogenous CYP3A4 phenotype, CYP3A5 genotype and clinical variables. Tacrolimus cytochrome P450 family 3 subfamily A member 4 Homo sapiens
3 RESULTS AND DISCUSSION: The results suggested that endogenous CYP3A4 phenotype was the most important determinant of tacrolimus concentrations and dose requirements. Tacrolimus cytochrome P450 family 3 subfamily A member 4 Homo sapiens
4 WHAT IS NEW AND CONCLUSION: In summary, endogenous CYP3A4 phenotype is a critical biomarker for the determination of tacrolimus disposition. Tacrolimus cytochrome P450 family 3 subfamily A member 4 Homo sapiens
5 This predictive RF approach based on CYP3A4 biomarker with the combination of CYP3A5*3 genotype and other clinical variables can be used for predicting tacrolimus concentrations and dosages, which may serve as a useful tool in individualized tacrolimus dosing. Tacrolimus cytochrome P450 family 3 subfamily A member 4 Homo sapiens
6 This predictive RF approach based on CYP3A4 biomarker with the combination of CYP3A5*3 genotype and other clinical variables can be used for predicting tacrolimus concentrations and dosages, which may serve as a useful tool in individualized tacrolimus dosing. Tacrolimus cytochrome P450 family 3 subfamily A member 4 Homo sapiens