Patrick O Hanafin, Ramya Mahadevan, Gauri G Rao, Alexandre P Zavascki, Ana Maria Sandri, Andrea Kwa, Marc H Scheetz, Christine J Kubin, Jayesh Shah, Benjamin P Z Cherng, Michael T Yin, Jiping Wang, Lu Wang, David P Calfee, Maureen Bolon, Anthony W Purcell, Roger L Nation, Jason M Pogue, Jian Li, Keith S Kaye
{"title":"危重患者多粘菌素B的人群药代动力学/毒性动力学模型以确定肾毒性风险。","authors":"Patrick O Hanafin, Ramya Mahadevan, Gauri G Rao, Alexandre P Zavascki, Ana Maria Sandri, Andrea Kwa, Marc H Scheetz, Christine J Kubin, Jayesh Shah, Benjamin P Z Cherng, Michael T Yin, Jiping Wang, Lu Wang, David P Calfee, Maureen Bolon, Anthony W Purcell, Roger L Nation, Jason M Pogue, Jian Li, Keith S Kaye","doi":"10.1002/cpt.3729","DOIUrl":null,"url":null,"abstract":"<p><p>Polymyxins are used against highly resistant Gram-negative pathogens, and nephrotoxicity (acute kidney injury, AKI) is the major dose-limiting adverse effect. We aimed to develop a well-informed population pharmacokinetic/toxicodynamic (PK/TD) model using the largest polymyxin B-treated critically ill patient population studied to inform polymyxin B dosing strategies. Critically ill patients receiving intravenous polymyxin B for at least 48 hours were enrolled in an observational study. Serum creatinine (SCr) concentrations were collected from electronic medical records. PK/TD analysis and Monte Carlo simulations were performed to determine the probability of AKI, P(AKI), for clinically relevant treatments. Patients (N = 117) aged 18-94 received intravenous polymyxin B (1.33-6.00 mg/kg/day) for 1-50 days. The changes in SCr were described using an indirect response model. The effects of polymyxin B-induced functional kidney injury were characterized using 9 transit compartments (mean time to onset ~7 days), leading to a reduction in SCr elimination. Sex was identified as a significant covariate for baseline SCr<sub>0</sub>. Concomitant amikacin or vancomycin use resulted in increased sensitivity to polymyxin B. On day 21, Low (fAUC<sub>0-24</sub>,<sub>SS</sub> = ~10 mg·h/L), medium (fAUC<sub>0-24,SS</sub> = ~20 mg·h/L ), and high (fAUC<sub>0-24,SS</sub> = ~40 mg·h/L) drug exposures resulted in a P(AKI) (> 1-fold SCr increase) of 25.8%, 32.5%, and 40.4%, respectively. This study, the largest to date, suggests that regimens ranging from low to high polymyxin B exposures can minimize P(AKI) over a longer duration (14 days). However, supratherapeutic exposure can be administered relatively safely when limited to a shorter duration (≤ 4 days). The population PK/TD model may be used to improve polymyxin B dosing to help conserve this last-line agent.</p>","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":" ","pages":""},"PeriodicalIF":6.3000,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Population Pharmacokinetic/Toxicodynamic Model for Polymyxin B in Critically Ill Patients to Identify the Risk of Nephrotoxicity.\",\"authors\":\"Patrick O Hanafin, Ramya Mahadevan, Gauri G Rao, Alexandre P Zavascki, Ana Maria Sandri, Andrea Kwa, Marc H Scheetz, Christine J Kubin, Jayesh Shah, Benjamin P Z Cherng, Michael T Yin, Jiping Wang, Lu Wang, David P Calfee, Maureen Bolon, Anthony W Purcell, Roger L Nation, Jason M Pogue, Jian Li, Keith S Kaye\",\"doi\":\"10.1002/cpt.3729\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Polymyxins are used against highly resistant Gram-negative pathogens, and nephrotoxicity (acute kidney injury, AKI) is the major dose-limiting adverse effect. We aimed to develop a well-informed population pharmacokinetic/toxicodynamic (PK/TD) model using the largest polymyxin B-treated critically ill patient population studied to inform polymyxin B dosing strategies. Critically ill patients receiving intravenous polymyxin B for at least 48 hours were enrolled in an observational study. Serum creatinine (SCr) concentrations were collected from electronic medical records. PK/TD analysis and Monte Carlo simulations were performed to determine the probability of AKI, P(AKI), for clinically relevant treatments. Patients (N = 117) aged 18-94 received intravenous polymyxin B (1.33-6.00 mg/kg/day) for 1-50 days. The changes in SCr were described using an indirect response model. The effects of polymyxin B-induced functional kidney injury were characterized using 9 transit compartments (mean time to onset ~7 days), leading to a reduction in SCr elimination. Sex was identified as a significant covariate for baseline SCr<sub>0</sub>. Concomitant amikacin or vancomycin use resulted in increased sensitivity to polymyxin B. On day 21, Low (fAUC<sub>0-24</sub>,<sub>SS</sub> = ~10 mg·h/L), medium (fAUC<sub>0-24,SS</sub> = ~20 mg·h/L ), and high (fAUC<sub>0-24,SS</sub> = ~40 mg·h/L) drug exposures resulted in a P(AKI) (> 1-fold SCr increase) of 25.8%, 32.5%, and 40.4%, respectively. This study, the largest to date, suggests that regimens ranging from low to high polymyxin B exposures can minimize P(AKI) over a longer duration (14 days). However, supratherapeutic exposure can be administered relatively safely when limited to a shorter duration (≤ 4 days). The population PK/TD model may be used to improve polymyxin B dosing to help conserve this last-line agent.</p>\",\"PeriodicalId\":153,\"journal\":{\"name\":\"Clinical Pharmacology & Therapeutics\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":6.3000,\"publicationDate\":\"2025-06-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Clinical Pharmacology & Therapeutics\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1002/cpt.3729\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PHARMACOLOGY & PHARMACY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical Pharmacology & Therapeutics","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1002/cpt.3729","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PHARMACOLOGY & PHARMACY","Score":null,"Total":0}
Population Pharmacokinetic/Toxicodynamic Model for Polymyxin B in Critically Ill Patients to Identify the Risk of Nephrotoxicity.
Polymyxins are used against highly resistant Gram-negative pathogens, and nephrotoxicity (acute kidney injury, AKI) is the major dose-limiting adverse effect. We aimed to develop a well-informed population pharmacokinetic/toxicodynamic (PK/TD) model using the largest polymyxin B-treated critically ill patient population studied to inform polymyxin B dosing strategies. Critically ill patients receiving intravenous polymyxin B for at least 48 hours were enrolled in an observational study. Serum creatinine (SCr) concentrations were collected from electronic medical records. PK/TD analysis and Monte Carlo simulations were performed to determine the probability of AKI, P(AKI), for clinically relevant treatments. Patients (N = 117) aged 18-94 received intravenous polymyxin B (1.33-6.00 mg/kg/day) for 1-50 days. The changes in SCr were described using an indirect response model. The effects of polymyxin B-induced functional kidney injury were characterized using 9 transit compartments (mean time to onset ~7 days), leading to a reduction in SCr elimination. Sex was identified as a significant covariate for baseline SCr0. Concomitant amikacin or vancomycin use resulted in increased sensitivity to polymyxin B. On day 21, Low (fAUC0-24,SS = ~10 mg·h/L), medium (fAUC0-24,SS = ~20 mg·h/L ), and high (fAUC0-24,SS = ~40 mg·h/L) drug exposures resulted in a P(AKI) (> 1-fold SCr increase) of 25.8%, 32.5%, and 40.4%, respectively. This study, the largest to date, suggests that regimens ranging from low to high polymyxin B exposures can minimize P(AKI) over a longer duration (14 days). However, supratherapeutic exposure can be administered relatively safely when limited to a shorter duration (≤ 4 days). The population PK/TD model may be used to improve polymyxin B dosing to help conserve this last-line agent.
期刊介绍:
Clinical Pharmacology & Therapeutics (CPT) is the authoritative cross-disciplinary journal in experimental and clinical medicine devoted to publishing advances in the nature, action, efficacy, and evaluation of therapeutics. CPT welcomes original Articles in the emerging areas of translational, predictive and personalized medicine; new therapeutic modalities including gene and cell therapies; pharmacogenomics, proteomics and metabolomics; bioinformation and applied systems biology complementing areas of pharmacokinetics and pharmacodynamics, human investigation and clinical trials, pharmacovigilence, pharmacoepidemiology, pharmacometrics, and population pharmacology.