基于决策树的万古霉素血药浓度解读及实践

黄珊,林玮玮,王长连,宋洪涛,焦正

中国药学杂志 ›› 2016, Vol. 51 ›› Issue (19) : 1710-1713.

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中国药学杂志 ›› 2016, Vol. 51 ›› Issue (19) : 1710-1713. DOI: 10.11669/cpj.2016.19.018
论著

基于决策树的万古霉素血药浓度解读及实践

  • 黄珊1,2,林玮玮2*,王长连2,宋洪涛1,焦正3
作者信息 +

Interpretation of Vancomycin Serum Concentration Based on Decision Tree and Clinical Pracice

  • HUANG Shan1,2,LIN Wei-wei2*,WANG Chang-lian2, SONG Hong-tao1,JIAO Zheng3
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文章历史 +

摘要

目的 建立基于决策树解读万古霉素血药浓度的模式,并将其应用于临床实践。方法 临床药师依据万古霉素血药浓度监测结果和患者病程,应用决策树对血药浓度作解读。当需要调整剂量时,应用群体药动学模型的贝叶斯反馈程序估算患者个体化给药剂量,辅助临床个体化用药。结果 决策树应用于临床万古霉素血药浓度的解读,能为临床制定万古霉素给药方案提供依据。结论 基于决策树的万古霉素个体化血药浓度解读模式可协助医师个体化用药,提高万古霉素的临床疗效以及减少相关不良反应。

Abstract

OBJECTIVE Decision tree is established for the interpretation of vancomycin(VCM) serum concentration, and is applied in clinical practice. METHODS Decision tree is applied for VCM interpretation based on the serum concentration and the course of disease. The Bayesian feedback procedure of population pharmacokinetics model is utilized for adjustment of VCM dosage, which is helpful for VCM individualization. RESULTS Decision tree is applied for the interpretation of VCM serum concentration, which could provide basis for the establishment of VCM dosage regimen. CONCLUSION The pattern of applying decision tree to interpretate VCM serum concentration is helpful for individualized dosing, which would improve the effect and reduce the relative side effect of VCM.

关键词

决策树 / 万古霉素 / 治疗药物监测 / 临床药师

Key words

decision tree / vancomycin / therapeutics drug monitoring / clinical pharmacist

引用本文

导出引用
黄珊,林玮玮,王长连,宋洪涛,焦正. 基于决策树的万古霉素血药浓度解读及实践[J]. 中国药学杂志, 2016, 51(19): 1710-1713 https://doi.org/10.11669/cpj.2016.19.018
HUANG Shan,LIN Wei-wei,WANG Chang-lian, SONG Hong-tao,JIAO Zheng. Interpretation of Vancomycin Serum Concentration Based on Decision Tree and Clinical Pracice[J]. Chinese Pharmaceutical Journal, 2016, 51(19): 1710-1713 https://doi.org/10.11669/cpj.2016.19.018
中图分类号: R969.3   

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