{"title":"Optimizing Dosing Regimens of Tacrolimus in Lung Transplant Recipients","authors":"Boyang Xie, Chenyu Huang, Fangqing Gu","doi":"10.1109/DOCS55193.2022.9967486","DOIUrl":null,"url":null,"abstract":"Tacrolimus, an immunosuppressant, is widely used to prevent rejection after transplantation. It has highly variable pharmacokinetics and a narrow therapeutic window. Therefore, there is a recognized need for Tacrolimus-personalized therapy. In solid organ transplantation, few lung transplants result in a lack of Tacrolimus data. To date, there has been little reliable reference to the elimination half-life of Tacrolimus in lung transplant recipients. In this paper, we construct a model based on an ordinary differential equation and a one-compartment model. It is scary to test the blood concentration of each patient in clinical trials. We present a piecewise nonlinear regression on the data of different patients to obtain the parameters of the ordinary differential equation. This study provides an approach to estimate the elimination half-life and therapeutic dose.","PeriodicalId":348545,"journal":{"name":"2022 4th International Conference on Data-driven Optimization of Complex Systems (DOCS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 4th International Conference on Data-driven Optimization of Complex Systems (DOCS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DOCS55193.2022.9967486","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Tacrolimus, an immunosuppressant, is widely used to prevent rejection after transplantation. It has highly variable pharmacokinetics and a narrow therapeutic window. Therefore, there is a recognized need for Tacrolimus-personalized therapy. In solid organ transplantation, few lung transplants result in a lack of Tacrolimus data. To date, there has been little reliable reference to the elimination half-life of Tacrolimus in lung transplant recipients. In this paper, we construct a model based on an ordinary differential equation and a one-compartment model. It is scary to test the blood concentration of each patient in clinical trials. We present a piecewise nonlinear regression on the data of different patients to obtain the parameters of the ordinary differential equation. This study provides an approach to estimate the elimination half-life and therapeutic dose.