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基于NONMEM法的硫酸黏菌素在危重症患者中的群体药代动力学

Population pharmacokinetics of colistin sulfate in critically ill patients based on NONMEM.

作者信息

Sun Qiang, Li Xiaojing, Wang Genzhu, Wang Xiaoying, Xing Baiqian, Xun Zhikun, Lu Nianfang, Li Zhongdong

机构信息

Department of Pharmacy, Beijing Electric Power Hospital of State Grid Co. of China, Capital Medical University Electric Teaching Hospital, Beijing, China.

ICU, Beijing Electric Power Hospital of State Grid Co. of China, Capital Medical University Electric Teaching Hospital, Beijing, China.

出版信息

Sci Rep. 2025 May 26;15(1):18295. doi: 10.1038/s41598-025-03503-9.

DOI:10.1038/s41598-025-03503-9
PMID:40419663
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12106615/
Abstract

As the last defense against multidrug-resistant gram-negative bacteria, colistin sulfate's clinical use, which is often empirical, risks resistance and adverse reactions. This study aimed to develop a population pharmacokinetic (PPK) model of colistin sulfate for critically ill patients and determine the optimal dosing regimen. This retrospective study included 204 critically ill patients. We used a validated LC-MS/MS method to measure its plasma concentrations and RIFLE criteria for nephrotoxicity evaluation. NONMEM developed PPK models. Monte Carlo simulations set dosing regimens based on the probability of target attainment (PTA). A two-compartment model adequately described the data, creatinine clearance and weight were covariates for elimination rate and central volume, respectively. Only 11.8% had nephrotoxicity. With Monte Carlo simulations, all regimens except the maintenance dose of 0.5 MU administered every 12 h achieved > 90% PTA at the minimum inhibitory concentration (MIC) ≤ 0.5 mg/L. However, at MIC > 0.5 mg/L, the routine regimen resulted in insufficient exposure. Based on our PPK model, the dose of intravenous colistin sulfate should be adjusted according to creatinine clearance (CrCL) and weight. For critically ill patients with infections, under the conventional treatment regimens, when the MIC is ≥ 1 mg/L, it is difficult for patients to achieve the ideal therapeutic effect in terms of exposure dose. When CrCL is below 10 ml/min, the regimen of 1 MU every 8 h used could cause the potential for increasing nephrotoxicity risk, which is significantly concerned.

摘要

作为对抗多重耐药革兰氏阴性菌的最后一道防线,硫酸黏菌素的临床使用通常是经验性的,存在耐药和不良反应的风险。本研究旨在建立危重症患者硫酸黏菌素的群体药代动力学(PPK)模型,并确定最佳给药方案。这项回顾性研究纳入了204例危重症患者。我们使用经过验证的液相色谱-串联质谱法(LC-MS/MS)测量其血浆浓度,并采用RIFLE标准进行肾毒性评估。NONMEM软件用于建立PPK模型。蒙特卡洛模拟根据目标达成概率(PTA)设定给药方案。二室模型能充分描述数据,肌酐清除率和体重分别是消除率和中央室容积的协变量。只有11.8%的患者出现肾毒性。通过蒙特卡洛模拟,除了每12小时给予0.5 MU维持剂量外,所有给药方案在最低抑菌浓度(MIC)≤0.5 mg/L时的PTA均>90%。然而,当MIC>0.5 mg/L时,常规给药方案导致暴露不足。基于我们的PPK模型,静脉注射硫酸黏菌素的剂量应根据肌酐清除率(CrCL)和体重进行调整。对于感染的危重症患者,在传统治疗方案下,当MIC≥1 mg/L时,患者在暴露剂量方面难以达到理想的治疗效果。当CrCL低于10 ml/min时,每8小时使用1 MU的给药方案可能会增加肾毒性风险,这一点值得高度关注。

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本文引用的文献

1
Population pharmacokinetic analysis and dosing optimization of colistin sulphate in lung transplant recipients with pneumonia: A prospective study.肺移植术后肺炎患者硫酸黏菌素的群体药代动力学分析和给药优化:一项前瞻性研究。
Int J Antimicrob Agents. 2024 Nov;64(5):107346. doi: 10.1016/j.ijantimicag.2024.107346. Epub 2024 Sep 26.
2
Clinical Effectiveness and Safety of Colistin Sulphate in Treating Infections Caused by Carbapenem-Resistant Organisms and Analysis of Influencing Factors.硫酸黏菌素治疗耐碳青霉烯类药物病原体所致感染的临床有效性与安全性及影响因素分析
Infect Drug Resist. 2024 Sep 3;17:3793-3804. doi: 10.2147/IDR.S473200. eCollection 2024.
3
Novel method for determination of colistin sulfate in human plasma by high-performance liquid chromatography-tandem mass spectrometry and its clinical applications in critically ill patients.
高效液相色谱-串联质谱法测定人血浆中硫酸粘菌素的新方法及其在危重症患者中的临床应用。
J Pharmacol Toxicol Methods. 2024 May-Jun;127:107502. doi: 10.1016/j.vascn.2024.107502. Epub 2024 Mar 29.
4
Clinical Efficacy and Safety of Colistin Sulfate in the Treatment of Carbapenem-Resistant Organism Infections in Patients with Hematological Diseases.硫酸黏菌素治疗血液病患者碳青霉烯类耐药菌感染的临床疗效与安全性
Infect Dis Ther. 2024 Jan;13(1):141-154. doi: 10.1007/s40121-023-00909-8. Epub 2024 Jan 11.
5
[Clinical Analysis of Colistin Sulfate in the Treatment of Hematonosis Infected by Multidrug-Resistant Gram-Negative Bacteria].硫酸多黏菌素治疗多重耐药革兰阴性菌血症的临床分析
Zhongguo Shi Yan Xue Ye Xue Za Zhi. 2023 Dec;31(6):1878-1884. doi: 10.19746/j.cnki.issn.1009-2137.2023.06.043.
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J Thorac Dis. 2023 Apr 28;15(4):1794-1804. doi: 10.21037/jtd-23-336. Epub 2023 Apr 11.
7
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Ann Transl Med. 2022 Oct;10(20):1137. doi: 10.21037/atm-22-4959.
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Front Pharmacol. 2022 Jun 16;13:915958. doi: 10.3389/fphar.2022.915958. eCollection 2022.