{"title":"万古霉素达到目标浓度-时间曲线下面积的相关流程图的外部验证:一项多中心回顾性研究","authors":"Tomoyuki Ishigo , Ayako Suzuki , Yuta Ibe , Satoshi Fujii , Masahide Fukudo , Hiroaki Yoshida , Hiroaki Tanaka , Hisato Fujihara , Fumihiro Yamaguchi , Fumiya Ebihara , Takumi Maruyama , Yusuke Yagi , Yukihiro Hamada , Masaru Samura , Fumio Nagumo , Toshiaki Komatsu , Atsushi Tomizawa , Akitoshi Takuma , Hiroaki Chiba , Yoshifumi Nishi , Kazuaki Matsumoto","doi":"10.1016/j.jiac.2025.102701","DOIUrl":null,"url":null,"abstract":"<div><div>During therapeutic drug monitoring (TDM) for vancomycin (VCM), the area under the concentration-time curve (AUC) is important for balancing efficacy versus toxicity. In a previous study, we developed a decision tree (DT) model to achieve the target AUC during TDM over the follow-up period (AUC<sub>follow-up</sub>). This study aimed to validate the DT model for achieving the target AUC<sub>follow-up</sub>. Patients who received VCM for at least 72 h and had an initial TDM within four doses between January 2023 and December 2023 were analyzed. The AUC of the initial TDM was calculated over 2-point (peak/trough) concentrations via Bayesian estimation. The target AUC<sub>follow-up</sub> was defined as 400–600 μg h/mL.</div><div>Among 188 patients (median age [interquartile range], 66 [56, 79] years; 50 % female), the target AUC<sub>follow-up</sub> was achieved in 70 % (132/188). When the predicted AUC was 400–600 μg h/mL, 84 % (102/121) achieved the target AUC<sub>follow-up</sub>. In a 12 h dosing interval subgroup, 86 % (88/102) achieved the target AUC<sub>follow-up</sub>. Conversely, when the predicted AUC was <400 or >600 μg h/mL, the proportion who achieved the target AUC<sub>follow-up</sub> dropped to 44 % (30/67). Only 30 % (3/10) of those with creatinine clearance rates of >130 mL/min/1.73 m<sup>2</sup> achieved the target. The area under the receiver operating characteristics curve was 0.74, and the R<sup>2</sup> value was 0.15.</div><div>Our findings confirmed the external validity of the DT model and supported its use for optimizing VCM dosing. Overall, the DT model offers a reliable framework for achieving target AUC values during follow-up for TDM, aiding safe and effective treatment.</div></div>","PeriodicalId":16103,"journal":{"name":"Journal of Infection and Chemotherapy","volume":"31 5","pages":"Article 102701"},"PeriodicalIF":1.9000,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"External validation of a flowchart related to achieving the target area under the concentration-time curve for vancomycin: A retrospective multicenter study\",\"authors\":\"Tomoyuki Ishigo , Ayako Suzuki , Yuta Ibe , Satoshi Fujii , Masahide Fukudo , Hiroaki Yoshida , Hiroaki Tanaka , Hisato Fujihara , Fumihiro Yamaguchi , Fumiya Ebihara , Takumi Maruyama , Yusuke Yagi , Yukihiro Hamada , Masaru Samura , Fumio Nagumo , Toshiaki Komatsu , Atsushi Tomizawa , Akitoshi Takuma , Hiroaki Chiba , Yoshifumi Nishi , Kazuaki Matsumoto\",\"doi\":\"10.1016/j.jiac.2025.102701\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>During therapeutic drug monitoring (TDM) for vancomycin (VCM), the area under the concentration-time curve (AUC) is important for balancing efficacy versus toxicity. In a previous study, we developed a decision tree (DT) model to achieve the target AUC during TDM over the follow-up period (AUC<sub>follow-up</sub>). This study aimed to validate the DT model for achieving the target AUC<sub>follow-up</sub>. Patients who received VCM for at least 72 h and had an initial TDM within four doses between January 2023 and December 2023 were analyzed. The AUC of the initial TDM was calculated over 2-point (peak/trough) concentrations via Bayesian estimation. The target AUC<sub>follow-up</sub> was defined as 400–600 μg h/mL.</div><div>Among 188 patients (median age [interquartile range], 66 [56, 79] years; 50 % female), the target AUC<sub>follow-up</sub> was achieved in 70 % (132/188). When the predicted AUC was 400–600 μg h/mL, 84 % (102/121) achieved the target AUC<sub>follow-up</sub>. In a 12 h dosing interval subgroup, 86 % (88/102) achieved the target AUC<sub>follow-up</sub>. Conversely, when the predicted AUC was <400 or >600 μg h/mL, the proportion who achieved the target AUC<sub>follow-up</sub> dropped to 44 % (30/67). Only 30 % (3/10) of those with creatinine clearance rates of >130 mL/min/1.73 m<sup>2</sup> achieved the target. The area under the receiver operating characteristics curve was 0.74, and the R<sup>2</sup> value was 0.15.</div><div>Our findings confirmed the external validity of the DT model and supported its use for optimizing VCM dosing. Overall, the DT model offers a reliable framework for achieving target AUC values during follow-up for TDM, aiding safe and effective treatment.</div></div>\",\"PeriodicalId\":16103,\"journal\":{\"name\":\"Journal of Infection and Chemotherapy\",\"volume\":\"31 5\",\"pages\":\"Article 102701\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2025-04-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Infection and Chemotherapy\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1341321X25000984\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"INFECTIOUS DISEASES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Infection and Chemotherapy","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1341321X25000984","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"INFECTIOUS DISEASES","Score":null,"Total":0}
External validation of a flowchart related to achieving the target area under the concentration-time curve for vancomycin: A retrospective multicenter study
During therapeutic drug monitoring (TDM) for vancomycin (VCM), the area under the concentration-time curve (AUC) is important for balancing efficacy versus toxicity. In a previous study, we developed a decision tree (DT) model to achieve the target AUC during TDM over the follow-up period (AUCfollow-up). This study aimed to validate the DT model for achieving the target AUCfollow-up. Patients who received VCM for at least 72 h and had an initial TDM within four doses between January 2023 and December 2023 were analyzed. The AUC of the initial TDM was calculated over 2-point (peak/trough) concentrations via Bayesian estimation. The target AUCfollow-up was defined as 400–600 μg h/mL.
Among 188 patients (median age [interquartile range], 66 [56, 79] years; 50 % female), the target AUCfollow-up was achieved in 70 % (132/188). When the predicted AUC was 400–600 μg h/mL, 84 % (102/121) achieved the target AUCfollow-up. In a 12 h dosing interval subgroup, 86 % (88/102) achieved the target AUCfollow-up. Conversely, when the predicted AUC was <400 or >600 μg h/mL, the proportion who achieved the target AUCfollow-up dropped to 44 % (30/67). Only 30 % (3/10) of those with creatinine clearance rates of >130 mL/min/1.73 m2 achieved the target. The area under the receiver operating characteristics curve was 0.74, and the R2 value was 0.15.
Our findings confirmed the external validity of the DT model and supported its use for optimizing VCM dosing. Overall, the DT model offers a reliable framework for achieving target AUC values during follow-up for TDM, aiding safe and effective treatment.
期刊介绍:
The Journal of Infection and Chemotherapy (JIC) — official journal of the Japanese Society of Chemotherapy and The Japanese Association for Infectious Diseases — welcomes original papers, laboratory or clinical, as well as case reports, notes, committee reports, surveillance and guidelines from all parts of the world on all aspects of chemotherapy, covering the pathogenesis, diagnosis, treatment, and control of infection, including treatment with anticancer drugs. Experimental studies on animal models and pharmacokinetics, and reports on epidemiology and clinical trials are particularly welcome.