Pub Date : 2026-02-01Epub Date: 2025-08-13DOI: 10.1097/FTD.0000000000001368
Nathália Rodrigues Corrêa, Victor Kaneko Matsuno, Ronaldo Morales Junior, Mayra Carvalho Ribeiro, Tácio de Mendonça Lima, Marília Berlofa Visacri, Jhohann Richard de Lima Benzi
Background: Despite the general recommendation of AUC 0-24h /MIC ratio of 400-600 mg·h/L for vancomycin (VAN) effectiveness, there is no strong evidence of this index for patients undergoing renal replacement therapy (RRT). The aim of this scoping review was to summarize the scientific literature to assess the current evidence on VAN monitoring in hospitalized patients receiving intermittent hemodialysis (HD), identify gaps in knowledge, and guide future research.
Methods: A systematic search was performed using PubMed, Web of Science, Embase, LILACS, and the Cochrane Library databases based on keywords related to VAN, dialysis, and Therapeutic Drug Monitoring (TDM). References in the articles were also screened. The inclusion criteria were studies involving hospitalized adults undergoing intermittent HD, receiving intravenous VAN therapy, and with available TDM data.
Results: Systematic searches retrieved 297 articles, of which 21 were selected along with 1 from the reference screening, for 22 included studies. Clinical outcome data are still insufficient to determine the best VAN TDM parameters for patients undergoing intermittent HD. Target attainment was suboptimal in most settings regardless of the TDM method. The intradialytic removal of VAN is highly variable because of the combination of the RRT modality, RRT parameters, and dialyzer characteristics, which are often poorly described. The exact influence of the RRT parameters on intermittent RRT settings remains unclear.
Conclusions: The poor description of RRT, suboptimal VAN target attainment, and limited clinical outcome data in patients undergoing intermittent HD highlight the urgent need for further research. As VAN removal during RRT is influenced by a complex interplay of factors, improved dosing and monitoring strategies are required. In the future, model-informed precision dosing may play a significant role in optimizing VAN therapy in patients undergoing intermittent HD.
背景:尽管一般推荐的万古霉素(VAN)有效性的AUC0-24h/MIC比值为400-600 mg·h/L,但没有强有力的证据表明该指标适用于接受肾脏替代治疗(RRT)的患者。本综述的目的是总结科学文献,评估目前接受间歇性血液透析(HD)住院患者VAN监测的证据,确定知识空白,并指导未来的研究。方法:系统检索PubMed、Web of Science、Embase、LILACS和Cochrane Library数据库中VAN、透析和治疗药物监测(TDM)相关的关键词。文章中的参考文献也进行了筛选。纳入标准为接受间歇性HD的住院成人,接受静脉VAN治疗,并有可用的TDM数据。结果:系统检索共检索到297篇文献,其中21篇入选,1篇入选,共纳入22项研究。临床结果数据仍不足以确定间歇性HD患者的最佳VAN TDM参数。在大多数情况下,无论TDM方法如何,目标实现都不是最优的。由于RRT方式、RRT参数和透析器特性的结合,VAN的透析去除是高度可变的,而这些通常描述得很差。RRT参数对间歇RRT设置的确切影响尚不清楚。结论:间歇性HD患者的RRT描述不佳,VAN目标达到不理想,临床结果数据有限,迫切需要进一步研究。由于RRT期间的VAN清除受多种因素的复杂相互作用影响,因此需要改进给药和监测策略。在未来,基于模型的精确给药可能在优化间歇性HD患者的VAN治疗中发挥重要作用。
{"title":"A Scoping Review on Vancomycin Monitoring in Intermittent Hemodialysis: Current Evidence and Future Perspectives.","authors":"Nathália Rodrigues Corrêa, Victor Kaneko Matsuno, Ronaldo Morales Junior, Mayra Carvalho Ribeiro, Tácio de Mendonça Lima, Marília Berlofa Visacri, Jhohann Richard de Lima Benzi","doi":"10.1097/FTD.0000000000001368","DOIUrl":"10.1097/FTD.0000000000001368","url":null,"abstract":"<p><strong>Background: </strong>Despite the general recommendation of AUC 0-24h /MIC ratio of 400-600 mg·h/L for vancomycin (VAN) effectiveness, there is no strong evidence of this index for patients undergoing renal replacement therapy (RRT). The aim of this scoping review was to summarize the scientific literature to assess the current evidence on VAN monitoring in hospitalized patients receiving intermittent hemodialysis (HD), identify gaps in knowledge, and guide future research.</p><p><strong>Methods: </strong>A systematic search was performed using PubMed, Web of Science, Embase, LILACS, and the Cochrane Library databases based on keywords related to VAN, dialysis, and Therapeutic Drug Monitoring (TDM). References in the articles were also screened. The inclusion criteria were studies involving hospitalized adults undergoing intermittent HD, receiving intravenous VAN therapy, and with available TDM data.</p><p><strong>Results: </strong>Systematic searches retrieved 297 articles, of which 21 were selected along with 1 from the reference screening, for 22 included studies. Clinical outcome data are still insufficient to determine the best VAN TDM parameters for patients undergoing intermittent HD. Target attainment was suboptimal in most settings regardless of the TDM method. The intradialytic removal of VAN is highly variable because of the combination of the RRT modality, RRT parameters, and dialyzer characteristics, which are often poorly described. The exact influence of the RRT parameters on intermittent RRT settings remains unclear.</p><p><strong>Conclusions: </strong>The poor description of RRT, suboptimal VAN target attainment, and limited clinical outcome data in patients undergoing intermittent HD highlight the urgent need for further research. As VAN removal during RRT is influenced by a complex interplay of factors, improved dosing and monitoring strategies are required. In the future, model-informed precision dosing may play a significant role in optimizing VAN therapy in patients undergoing intermittent HD.</p>","PeriodicalId":23052,"journal":{"name":"Therapeutic Drug Monitoring","volume":" ","pages":"80-90"},"PeriodicalIF":2.4,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144856421","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-08-21DOI: 10.1097/FTD.0000000000001371
Soma Bahmany, Michele Manzulli, Boudewijn van der Wel, Koorosh Faridpooya, Saskia van Romunde, Rawi Ramautar, Robert B Flint
Background: Patients with suspected postoperative bacterial endophthalmitis are at a high risk of vision loss if not treated immediately and adequately. Initial treatment typically involves the intravitreal administration of antibiotics, with ceftazidime in combination with vancomycin being the common agents administered. Unbound ceftazidime exposure should exceed the minimum inhibitory concentration at the infection site. To facilitate investigation of the disposition of ceftazidime after its intravitreal injection, an ultra-performance convergence chromatography-tandem mass spectrometry method for quantifying ceftazidime in the vitreous humor was developed and validated in this study.
Methods: Each sample (20 µL) was prepared by protein precipitation of the test sample mixed with the internal standard solution (2 mg/L meropenem-d 6 in methanol). The sample was analyzed using a Waters Acquity UPC 2 system coupled to a Waters Xevo TQ-S micro triple quadrupole mass spectrometer (Waters Corp, Milford, MA). The method was validated according to guidelines published by the European Medicines Agency and US Food and Drug Administration. The validation parameters were linearity, limits of quantification (LOQs), accuracy, interday and intraday precision, carryover effect, autosampler stability, and short-term and long-term stability.
Results: The method had a linear range ( r2 > 0.990) between 1.3 and 99.6 mg/L and exhibited less than 15% inaccuracy and imprecision. The carryover effect was significant (53% of the lower LOQ) when injecting a blank sample after an upper LOQ sample but was negated after injecting an additional blank sample. Therefore, 1 blank sample should be injected after each patient sample.
Conclusions: This ultra-performance convergence chromatography-tandem mass spectrometry method facilitates the rapid and reliable determination of ceftazidime in the vitreous humor, with a short run time of 5 minutes. It was successfully applied to 72 clinical samples.
{"title":"Quantification of Ceftazidime in the Vitreous Humor Using Ultra-performance Convergence Chromatography-Tandem Mass Spectrometry.","authors":"Soma Bahmany, Michele Manzulli, Boudewijn van der Wel, Koorosh Faridpooya, Saskia van Romunde, Rawi Ramautar, Robert B Flint","doi":"10.1097/FTD.0000000000001371","DOIUrl":"10.1097/FTD.0000000000001371","url":null,"abstract":"<p><strong>Background: </strong>Patients with suspected postoperative bacterial endophthalmitis are at a high risk of vision loss if not treated immediately and adequately. Initial treatment typically involves the intravitreal administration of antibiotics, with ceftazidime in combination with vancomycin being the common agents administered. Unbound ceftazidime exposure should exceed the minimum inhibitory concentration at the infection site. To facilitate investigation of the disposition of ceftazidime after its intravitreal injection, an ultra-performance convergence chromatography-tandem mass spectrometry method for quantifying ceftazidime in the vitreous humor was developed and validated in this study.</p><p><strong>Methods: </strong>Each sample (20 µL) was prepared by protein precipitation of the test sample mixed with the internal standard solution (2 mg/L meropenem-d 6 in methanol). The sample was analyzed using a Waters Acquity UPC 2 system coupled to a Waters Xevo TQ-S micro triple quadrupole mass spectrometer (Waters Corp, Milford, MA). The method was validated according to guidelines published by the European Medicines Agency and US Food and Drug Administration. The validation parameters were linearity, limits of quantification (LOQs), accuracy, interday and intraday precision, carryover effect, autosampler stability, and short-term and long-term stability.</p><p><strong>Results: </strong>The method had a linear range ( r2 > 0.990) between 1.3 and 99.6 mg/L and exhibited less than 15% inaccuracy and imprecision. The carryover effect was significant (53% of the lower LOQ) when injecting a blank sample after an upper LOQ sample but was negated after injecting an additional blank sample. Therefore, 1 blank sample should be injected after each patient sample.</p><p><strong>Conclusions: </strong>This ultra-performance convergence chromatography-tandem mass spectrometry method facilitates the rapid and reliable determination of ceftazidime in the vitreous humor, with a short run time of 5 minutes. It was successfully applied to 72 clinical samples.</p>","PeriodicalId":23052,"journal":{"name":"Therapeutic Drug Monitoring","volume":" ","pages":"105-111"},"PeriodicalIF":2.4,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12771959/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144970324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-08-21DOI: 10.1097/FTD.0000000000001376
Maria Zofia Lisiecka
Purpose: This review focuses on antibiotic hypersensitivity, a clinically relevant issue owing to potentially severe adverse reactions. This review describes the classification, mechanisms of occurrence, and clinical manifestations of antibiotic hypersensitivity, and the diagnostic approaches. The aim was to provide recommendations for effectively treating reactions to antibiotics.
Methods: Publications, meta-analyses, and clinical cases related to antibiotic hypersensitivity were reviewed. Four types of antibiotic hypersensitivity were identified according to the Gell and Coombs classification.
Results: Type I [immunoglobin E (IgE)-mediated] antibiotic hypersensitivity manifests as anaphylaxis, urticaria, and bronchospasms. Type II (antibodies) causes cellular damage, resulting in thrombocytopenia or anemia. Type III antibiotic reactions are caused by immune complexes that induce inflammation. Type IV (T cells) is characterized by skin rashes or systemic symptoms. Pseudoallergies mimic allergic reactions without immune mechanisms and were separately considered. Accurate differential diagnosis is crucial in identifying true immune-mediated hypersensitivity reactions, which differ from pseudoallergic conditions, to avoid misdiagnosis and minimize patient risks associated with improper treatment or not administering necessary antibiotics. A detailed analysis of the mechanisms and clinical manifestations of antibiotic hypersensitivity allows the hypersensitivity type to be determined. Classical immunological reactions and reactions that mimic allergy but are not immune-mediated should be considered in diagnosis.
Conclusions: A comprehensive approach for diagnosing antibiotic hypersensitivity is required, which should include obtaining a thorough history, using modern laboratory methods (eg, skin, specific antibody, or basophil activation tests), and differentially analyzing clinical symptoms. Mimetic conditions, such as pseudoanaphylaxis or other pseudoallergic reactions that require different therapeutic approaches, must be considered as diagnoses in these cases.
{"title":"Antibiotic Hypersensitivity: Classification, Mechanisms, Signs, and Diagnostic Approaches: A Critical Review.","authors":"Maria Zofia Lisiecka","doi":"10.1097/FTD.0000000000001376","DOIUrl":"10.1097/FTD.0000000000001376","url":null,"abstract":"<p><strong>Purpose: </strong>This review focuses on antibiotic hypersensitivity, a clinically relevant issue owing to potentially severe adverse reactions. This review describes the classification, mechanisms of occurrence, and clinical manifestations of antibiotic hypersensitivity, and the diagnostic approaches. The aim was to provide recommendations for effectively treating reactions to antibiotics.</p><p><strong>Methods: </strong>Publications, meta-analyses, and clinical cases related to antibiotic hypersensitivity were reviewed. Four types of antibiotic hypersensitivity were identified according to the Gell and Coombs classification.</p><p><strong>Results: </strong>Type I [immunoglobin E (IgE)-mediated] antibiotic hypersensitivity manifests as anaphylaxis, urticaria, and bronchospasms. Type II (antibodies) causes cellular damage, resulting in thrombocytopenia or anemia. Type III antibiotic reactions are caused by immune complexes that induce inflammation. Type IV (T cells) is characterized by skin rashes or systemic symptoms. Pseudoallergies mimic allergic reactions without immune mechanisms and were separately considered. Accurate differential diagnosis is crucial in identifying true immune-mediated hypersensitivity reactions, which differ from pseudoallergic conditions, to avoid misdiagnosis and minimize patient risks associated with improper treatment or not administering necessary antibiotics. A detailed analysis of the mechanisms and clinical manifestations of antibiotic hypersensitivity allows the hypersensitivity type to be determined. Classical immunological reactions and reactions that mimic allergy but are not immune-mediated should be considered in diagnosis.</p><p><strong>Conclusions: </strong>A comprehensive approach for diagnosing antibiotic hypersensitivity is required, which should include obtaining a thorough history, using modern laboratory methods (eg, skin, specific antibody, or basophil activation tests), and differentially analyzing clinical symptoms. Mimetic conditions, such as pseudoanaphylaxis or other pseudoallergic reactions that require different therapeutic approaches, must be considered as diagnoses in these cases.</p>","PeriodicalId":23052,"journal":{"name":"Therapeutic Drug Monitoring","volume":" ","pages":"71-79"},"PeriodicalIF":2.4,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144970177","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-09-19DOI: 10.1097/FTD.0000000000001383
Chunjie Shi, Qiaoqiao Li, Tiantian Tang, Yang Liu, Yuxin Huang, Wanxia Qin, Zhenya Liu, Yuanqiang Wang, Wanyi Chen, Lixian Li
Background: Therapeutic drug monitoring (TDM) is critical for optimizing drug efficacy and safety in precision medicine; however, conventional TDM methods rely on complex laboratory workflows. Consequently, there is an urgent need for fast, simple, and user-friendly technology to achieve point-of-care testing (POCT) for TDM. Aptamer-based sensors (aptasensors) have emerged as promising tools for point-of-care TDM because of their rapid response, high specificity, stability, and cost-effectiveness. This review summarizes the recent advances in aptasensor-based point-of-care TDM, analyzes current challenges, and explores future directions for enhancing clinical implementation.
Methods: This comprehensive review examined aptasensor applications in TDM, emphasizing innovations in sensor design, detection limits, and real-world applicability across various drug types. The literature for this review was searched using PubMed, Web of Science, and Google Scholar, covering publications up to 2024. Search terms included "aptamer," "biosensor," and "drug monitoring." Relevant studies focusing on the application of aptasensors in point-of-care TDM were included and analyzed.
Results: Aptasensors have demonstrated significant potential for point-of-care TDM by offering rapid and accurate drug monitoring. However, key challenges including limitations in scalable fabrication processes, inadequate clinical validation in diverse populations, and environmental interferences affecting sensor robustness remain.
Conclusions: Aptasensors hold a transformative potential for advancing point-of-care TDM, offering a pathway for personalized treatment optimization. Future efforts should prioritize rigorous clinical validation and improved stability in actual biological samples to fully realize their role in precision medicine.
背景:治疗药物监测(TDM)是精准医疗中优化药物疗效和安全性的关键;然而,传统的TDM方法依赖于复杂的实验室工作流程。因此,迫切需要一种快速、简单、用户友好的技术来实现TDM的即时检测(POCT)。基于适配体的传感器(aptassensors)由于其快速响应、高特异性、稳定性和成本效益,已成为医疗现场TDM的有前途的工具。本文综述了基于适体传感器的护理点TDM的最新进展,分析了当前的挑战,并探讨了加强临床实施的未来方向。方法:本文综述了适体传感器在TDM中的应用,强调了传感器设计的创新、检测限和对各种药物类型的实际适用性。本综述的文献检索使用PubMed、Web of Science和b谷歌Scholar,涵盖截至2024年的出版物。搜索词包括“适体”、“生物传感器”和“药物监测”。包括并分析了相关研究,重点是感应传感器在护理点TDM中的应用。结果:通过提供快速准确的药物监测,aptassensors已经证明了在护理点TDM方面的巨大潜力。然而,主要挑战包括可扩展制造工艺的限制,不同人群的临床验证不足,以及影响传感器鲁棒性的环境干扰仍然存在。结论:感应体传感器在推进护理点TDM方面具有变革性潜力,为个性化治疗优化提供了一条途径。未来的工作应优先考虑严格的临床验证和提高实际生物样品的稳定性,以充分发挥其在精准医学中的作用。
{"title":"Comprehensive Review of the Application of Aptamer-Based Point-Of-Care Sensors for Therapeutic Drug Monitoring.","authors":"Chunjie Shi, Qiaoqiao Li, Tiantian Tang, Yang Liu, Yuxin Huang, Wanxia Qin, Zhenya Liu, Yuanqiang Wang, Wanyi Chen, Lixian Li","doi":"10.1097/FTD.0000000000001383","DOIUrl":"10.1097/FTD.0000000000001383","url":null,"abstract":"<p><strong>Background: </strong>Therapeutic drug monitoring (TDM) is critical for optimizing drug efficacy and safety in precision medicine; however, conventional TDM methods rely on complex laboratory workflows. Consequently, there is an urgent need for fast, simple, and user-friendly technology to achieve point-of-care testing (POCT) for TDM. Aptamer-based sensors (aptasensors) have emerged as promising tools for point-of-care TDM because of their rapid response, high specificity, stability, and cost-effectiveness. This review summarizes the recent advances in aptasensor-based point-of-care TDM, analyzes current challenges, and explores future directions for enhancing clinical implementation.</p><p><strong>Methods: </strong>This comprehensive review examined aptasensor applications in TDM, emphasizing innovations in sensor design, detection limits, and real-world applicability across various drug types. The literature for this review was searched using PubMed, Web of Science, and Google Scholar, covering publications up to 2024. Search terms included \"aptamer,\" \"biosensor,\" and \"drug monitoring.\" Relevant studies focusing on the application of aptasensors in point-of-care TDM were included and analyzed.</p><p><strong>Results: </strong>Aptasensors have demonstrated significant potential for point-of-care TDM by offering rapid and accurate drug monitoring. However, key challenges including limitations in scalable fabrication processes, inadequate clinical validation in diverse populations, and environmental interferences affecting sensor robustness remain.</p><p><strong>Conclusions: </strong>Aptasensors hold a transformative potential for advancing point-of-care TDM, offering a pathway for personalized treatment optimization. Future efforts should prioritize rigorous clinical validation and improved stability in actual biological samples to fully realize their role in precision medicine.</p>","PeriodicalId":23052,"journal":{"name":"Therapeutic Drug Monitoring","volume":" ","pages":"27-41"},"PeriodicalIF":2.4,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145087307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-06-03DOI: 10.1097/FTD.0000000000001348
Kei Irie, Phillip Minar, Jack Reifenberg, Brendan M Boyle, Joshua D Noe, Jeffrey S Hyams, Tomoyuki Mizuno
Background: Predicting infliximab pharmacokinetics (PK) is essential for optimizing individualized dosing in pediatric patients with Crohn disease (CD). Machine learning (ML) has emerged as a tool for predicting drug exposure; however, its development typically requires large datasets. This study aimed to develop an ML model for infliximab PK prediction by leveraging population PK model-based synthetic and real-world data.
Methods: An initial ML model was trained using the XGBoost algorithm with synthetic infliximab concentration data (n = 560,000) generated from an established pediatric PK model. The prediction errors were assessed using real-world data, including 292 plasma concentrations from 93 pediatric and young adult patients with CD. A second XGBoost model, incorporating clinical features, was used to correct these errors. The performance of the model was evaluated using the root mean square error (RMSE) and mean prediction error (MPE).
Results: The first ML model yielded RMSE and MPE values of 6.44 and 1.84 mcg/mL, respectively. The features of the second XGBoost model included the predicted infliximab concentrations, cumulative dose, and dosing interval duration. A 5-fold cross-validation demonstrated improved performance of the ensemble model (RMSE = 4.30 ± 1.09 mcg/mL, MPE = 0.21 ± 0.39 mcg/mL) compared with the initial model and was comparable with the Bayesian approach (RMSE = 4.81 mcg/mL, MPE = -0.67 mcg/mL).
Conclusions: This study demonstrated the feasibility of combining synthetic and real-world data to develop an ML-based approach for infliximab PK prediction, potentially enhancing precision dosing in pediatric CD.
{"title":"Machine Learning Modeling for Predicting Infliximab Pharmacokinetics in Pediatric and Young Adult Patients With Crohn Disease: Leveraging Ensemble Modeling With Synthetic and Real-World Data.","authors":"Kei Irie, Phillip Minar, Jack Reifenberg, Brendan M Boyle, Joshua D Noe, Jeffrey S Hyams, Tomoyuki Mizuno","doi":"10.1097/FTD.0000000000001348","DOIUrl":"10.1097/FTD.0000000000001348","url":null,"abstract":"<p><strong>Background: </strong>Predicting infliximab pharmacokinetics (PK) is essential for optimizing individualized dosing in pediatric patients with Crohn disease (CD). Machine learning (ML) has emerged as a tool for predicting drug exposure; however, its development typically requires large datasets. This study aimed to develop an ML model for infliximab PK prediction by leveraging population PK model-based synthetic and real-world data.</p><p><strong>Methods: </strong>An initial ML model was trained using the XGBoost algorithm with synthetic infliximab concentration data (n = 560,000) generated from an established pediatric PK model. The prediction errors were assessed using real-world data, including 292 plasma concentrations from 93 pediatric and young adult patients with CD. A second XGBoost model, incorporating clinical features, was used to correct these errors. The performance of the model was evaluated using the root mean square error (RMSE) and mean prediction error (MPE).</p><p><strong>Results: </strong>The first ML model yielded RMSE and MPE values of 6.44 and 1.84 mcg/mL, respectively. The features of the second XGBoost model included the predicted infliximab concentrations, cumulative dose, and dosing interval duration. A 5-fold cross-validation demonstrated improved performance of the ensemble model (RMSE = 4.30 ± 1.09 mcg/mL, MPE = 0.21 ± 0.39 mcg/mL) compared with the initial model and was comparable with the Bayesian approach (RMSE = 4.81 mcg/mL, MPE = -0.67 mcg/mL).</p><p><strong>Conclusions: </strong>This study demonstrated the feasibility of combining synthetic and real-world data to develop an ML-based approach for infliximab PK prediction, potentially enhancing precision dosing in pediatric CD.</p>","PeriodicalId":23052,"journal":{"name":"Therapeutic Drug Monitoring","volume":" ","pages":"98-104"},"PeriodicalIF":2.4,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12856564/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144216943","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-09-05DOI: 10.1097/FTD.0000000000001367
Sophie Magréault, Takoua Khzouri, Khalil Chaïbi, Dany Goldgran-Toledano, Stéphane Gaudry, Julia Desrez, Yves Cohen, Vincent Jullien
Background: Although the increased risk of piperacillin underexposure has been previously evidenced in intensive care unit patients with augmented renal clearance, it is still unclear whether the piperacillin dose could be a priori adapted according to renal function in these patients.
Methods: Steady-state concentrations (Css) of piperacillin were retrospectively collected from 159 adult intensive care unit patients who received a continuous infusion of piperacillin. Renal function was estimated for each patient using the Cockcroft-Gault, Modification of Diet in Renal Disease, and Chronic Kidney Disease Epidemiology Collaboration 2021 formulas. The association between these formulas and the risk of piperacillin underexposure and overexposure (Css <80 and >157 mg/L, respectively) was investigated using receiver operating characteristic curves. The proportion of patients with piperacillin underexposure or overexposure to a 16 g/d regimen and the theoretical daily dose (DPDth) required to obtain a Css of 80 mg/L were calculated for 4 different creatinine clearance groups: 60-90, 90-130, 130-160, and >160 mL/min.
Results: Creatinine clearance calculated using the Cockcroft-Gault equation was a slightly better predictor of piperacillin underexposure and overexposure, with cutoff values of 128 and 81 mL/min, respectively. The percentage of patients with underexposure increased from 23% to 88% from the 60 to 90 to the ≥160 mL/min group, whereas the mean DPDth simultaneously increased from 13.9 to 30.8 g/d but with an important interindividual variability.
Conclusions: These results support a progressive increase in the daily dose of piperacillin with respect to renal function; however, the important interindividual variability precluded the determination of a robust dosing recommendation, making therapeutic drug monitoring mandatory.
{"title":"Can Piperacillin Dose Be Predicted by Renal Function in Intensive Care Unit Patients? Comparison of 3 Different Formulas.","authors":"Sophie Magréault, Takoua Khzouri, Khalil Chaïbi, Dany Goldgran-Toledano, Stéphane Gaudry, Julia Desrez, Yves Cohen, Vincent Jullien","doi":"10.1097/FTD.0000000000001367","DOIUrl":"10.1097/FTD.0000000000001367","url":null,"abstract":"<p><strong>Background: </strong>Although the increased risk of piperacillin underexposure has been previously evidenced in intensive care unit patients with augmented renal clearance, it is still unclear whether the piperacillin dose could be a priori adapted according to renal function in these patients.</p><p><strong>Methods: </strong>Steady-state concentrations (Css) of piperacillin were retrospectively collected from 159 adult intensive care unit patients who received a continuous infusion of piperacillin. Renal function was estimated for each patient using the Cockcroft-Gault, Modification of Diet in Renal Disease, and Chronic Kidney Disease Epidemiology Collaboration 2021 formulas. The association between these formulas and the risk of piperacillin underexposure and overexposure (Css <80 and >157 mg/L, respectively) was investigated using receiver operating characteristic curves. The proportion of patients with piperacillin underexposure or overexposure to a 16 g/d regimen and the theoretical daily dose (DPDth) required to obtain a Css of 80 mg/L were calculated for 4 different creatinine clearance groups: 60-90, 90-130, 130-160, and >160 mL/min.</p><p><strong>Results: </strong>Creatinine clearance calculated using the Cockcroft-Gault equation was a slightly better predictor of piperacillin underexposure and overexposure, with cutoff values of 128 and 81 mL/min, respectively. The percentage of patients with underexposure increased from 23% to 88% from the 60 to 90 to the ≥160 mL/min group, whereas the mean DPDth simultaneously increased from 13.9 to 30.8 g/d but with an important interindividual variability.</p><p><strong>Conclusions: </strong>These results support a progressive increase in the daily dose of piperacillin with respect to renal function; however, the important interindividual variability precluded the determination of a robust dosing recommendation, making therapeutic drug monitoring mandatory.</p>","PeriodicalId":23052,"journal":{"name":"Therapeutic Drug Monitoring","volume":" ","pages":"112-118"},"PeriodicalIF":2.4,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145001114","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-28DOI: 10.1097/FTD.0000000000001399
Faith Pilacik, Kristin Wegner Kahl, Lisa Jayne Reidy
Background: With the patchwork legalization of cannabis in the United States and the loopholes surrounding "legal" highs, the prevalence of Δ8-tetrahydrocannabinol (Δ8-THC) has been rising, requiring the development of methods to extract, differentiate, and detect it separately from Δ9-tetrahydrocannabinol (Δ9-THC) and its metabolites. The authors focused on developing a method to detect the primary metabolite Δ8-carboxy-tetrahydrocannabinol (Δ8-THC-COOH) separately from Δ9-carboxy-tetrahydrocannabinol (Δ9-THC-COOH) in urine, a commonly collected sample in human performance toxicology.
Methods: Liquid-liquid extraction with hydrolysis was used to isolate and extract metabolites from forensic urine samples. After evaporation, the extract was flash-derivatized using an MTBSTFA:ACN (1:3) solution, followed by gas chromatography-mass spectrometry analysis. The results were tabulated and subjected to statistical analysis.
Results: Forensic human performance urine specimens (n = 127) were analyzed for ∆8-THC-COOH, ∆9-THC-COOH, and 7-carboxy-cannabidiol (7-COOH-CBD) between January 2023 and January 2024. In total, 52 samples contained only ∆9-THC-COOH, 70 contained both ∆8-THC-COOH and ∆9-THC-COOH, 3 contained only ∆8-THC-COOH, and 5 contained both 7-COOH-CBD and ∆9-THC-COOH, with 3 of these containing all 3 metabolites. The area abundances of their respective chromatographic peaks was used to calculate the ∆8:∆9 metabolite ratio when both ∆8-THC-COOH and ∆9-THC-COOH were detected. Despite a higher mean ratio in driving under the influence cases (13.87 versus 8.53), the difference between the mean values was not statistically significant (independent-sample t test: t (68) = -0.670, p = 0.505).
Conclusions: This study and its methodology provide insight into the effective separation and analysis of the compounds of interest, and discuss the potential differentiation of ∆8-THC-dominant products from traditional cannabis, and underscore the prevalence of ∆8-THC and ∆8-THC-dominant products in the current market, while highlighting the need for further studies on this topic.
{"title":"Detection of Δ8-Tetrahydrocannabinol and Δ9-Tetrahydrocannabinol Urinary Metabolites in Human Performance Urine Specimens in Broward and Miami-Dade Counties, Florida.","authors":"Faith Pilacik, Kristin Wegner Kahl, Lisa Jayne Reidy","doi":"10.1097/FTD.0000000000001399","DOIUrl":"https://doi.org/10.1097/FTD.0000000000001399","url":null,"abstract":"<p><strong>Background: </strong>With the patchwork legalization of cannabis in the United States and the loopholes surrounding \"legal\" highs, the prevalence of Δ8-tetrahydrocannabinol (Δ8-THC) has been rising, requiring the development of methods to extract, differentiate, and detect it separately from Δ9-tetrahydrocannabinol (Δ9-THC) and its metabolites. The authors focused on developing a method to detect the primary metabolite Δ8-carboxy-tetrahydrocannabinol (Δ8-THC-COOH) separately from Δ9-carboxy-tetrahydrocannabinol (Δ9-THC-COOH) in urine, a commonly collected sample in human performance toxicology.</p><p><strong>Methods: </strong>Liquid-liquid extraction with hydrolysis was used to isolate and extract metabolites from forensic urine samples. After evaporation, the extract was flash-derivatized using an MTBSTFA:ACN (1:3) solution, followed by gas chromatography-mass spectrometry analysis. The results were tabulated and subjected to statistical analysis.</p><p><strong>Results: </strong>Forensic human performance urine specimens (n = 127) were analyzed for ∆8-THC-COOH, ∆9-THC-COOH, and 7-carboxy-cannabidiol (7-COOH-CBD) between January 2023 and January 2024. In total, 52 samples contained only ∆9-THC-COOH, 70 contained both ∆8-THC-COOH and ∆9-THC-COOH, 3 contained only ∆8-THC-COOH, and 5 contained both 7-COOH-CBD and ∆9-THC-COOH, with 3 of these containing all 3 metabolites. The area abundances of their respective chromatographic peaks was used to calculate the ∆8:∆9 metabolite ratio when both ∆8-THC-COOH and ∆9-THC-COOH were detected. Despite a higher mean ratio in driving under the influence cases (13.87 versus 8.53), the difference between the mean values was not statistically significant (independent-sample t test: t (68) = -0.670, p = 0.505).</p><p><strong>Conclusions: </strong>This study and its methodology provide insight into the effective separation and analysis of the compounds of interest, and discuss the potential differentiation of ∆8-THC-dominant products from traditional cannabis, and underscore the prevalence of ∆8-THC and ∆8-THC-dominant products in the current market, while highlighting the need for further studies on this topic.</p>","PeriodicalId":23052,"journal":{"name":"Therapeutic Drug Monitoring","volume":" ","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146067103","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-26DOI: 10.1097/FTD.0000000000001433
Arjen Koppen, Marieke A Dijkman, Corine C Visser, Dylan W de Lange
Background: Antidotes play a crucial role in medical toxicology, providing life-saving interventions against a wide range of toxic substances. Despite their long-standing use, new evidence suggests that fomepizole, l-carnitine, and naloxone may have a wider range of applications than previously thought. This manuscript aims to review the emerging evidence for new treatment indications for fomepizole, l-carnitine, and naloxone.
Methods: A narrative literature review was conducted to inform clinicians and researchers about the evolving practices of antidote therapy and to identify areas where further research is warranted to optimize patient outcomes.
Results: Fomepizole has proven its service in the treatment of toxic alcohol poisoning. The inhibitory action of fomepizole on the CYP2E1 and JNK pathways opens new avenues for its application as an antidote for a broader panel of intoxications, including paracetamol poisoning. In addition to l-carnitine supplementation to restore valproic acid-induced carnitine deficiency after chronic use or overdose, many other benefits have been attributed to l-carnitine supplementation for the treatment of drug intoxication. The antioxidative effects of carnitine and its role in promoting fatty acid β-oxidation via the mass effect are less well established. Finally, naloxone is known for its antagonistic action in cases of opioid overdose. Regarding novel indications, the most compelling evidence for naloxone as an antidote was found for clonidine and angiotensin-converting enzyme inhibitors.
Conclusions: The repurposing of antidotes such as fomepizole, l-carnitine, and naloxone represents a promising frontier in precision toxicology. As the understanding of molecular toxicology deepens, it is becoming increasingly feasible to match antidotes to specific molecular signatures of toxicity, rather than relying solely on syndromic classifications.
{"title":"Beyond the Usual: Novel Therapeutic Roles for Established Antidotes.","authors":"Arjen Koppen, Marieke A Dijkman, Corine C Visser, Dylan W de Lange","doi":"10.1097/FTD.0000000000001433","DOIUrl":"https://doi.org/10.1097/FTD.0000000000001433","url":null,"abstract":"<p><strong>Background: </strong>Antidotes play a crucial role in medical toxicology, providing life-saving interventions against a wide range of toxic substances. Despite their long-standing use, new evidence suggests that fomepizole, l-carnitine, and naloxone may have a wider range of applications than previously thought. This manuscript aims to review the emerging evidence for new treatment indications for fomepizole, l-carnitine, and naloxone.</p><p><strong>Methods: </strong>A narrative literature review was conducted to inform clinicians and researchers about the evolving practices of antidote therapy and to identify areas where further research is warranted to optimize patient outcomes.</p><p><strong>Results: </strong>Fomepizole has proven its service in the treatment of toxic alcohol poisoning. The inhibitory action of fomepizole on the CYP2E1 and JNK pathways opens new avenues for its application as an antidote for a broader panel of intoxications, including paracetamol poisoning. In addition to l-carnitine supplementation to restore valproic acid-induced carnitine deficiency after chronic use or overdose, many other benefits have been attributed to l-carnitine supplementation for the treatment of drug intoxication. The antioxidative effects of carnitine and its role in promoting fatty acid β-oxidation via the mass effect are less well established. Finally, naloxone is known for its antagonistic action in cases of opioid overdose. Regarding novel indications, the most compelling evidence for naloxone as an antidote was found for clonidine and angiotensin-converting enzyme inhibitors.</p><p><strong>Conclusions: </strong>The repurposing of antidotes such as fomepizole, l-carnitine, and naloxone represents a promising frontier in precision toxicology. As the understanding of molecular toxicology deepens, it is becoming increasingly feasible to match antidotes to specific molecular signatures of toxicity, rather than relying solely on syndromic classifications.</p>","PeriodicalId":23052,"journal":{"name":"Therapeutic Drug Monitoring","volume":" ","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146046998","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-26DOI: 10.1097/FTD.0000000000001444
Stanislas Maisonneuve, Yassir Tbibi, Guillaume Drevin, Marie Briet, Chadi Abbara
{"title":"Impact of War-Related Bowel Resection on Pain Management: Is There Need for a Tailored Prescribing Approach? A Letter to the Editor.","authors":"Stanislas Maisonneuve, Yassir Tbibi, Guillaume Drevin, Marie Briet, Chadi Abbara","doi":"10.1097/FTD.0000000000001444","DOIUrl":"https://doi.org/10.1097/FTD.0000000000001444","url":null,"abstract":"","PeriodicalId":23052,"journal":{"name":"Therapeutic Drug Monitoring","volume":" ","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146047021","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: High-dose methotrexate is widely used in chemotherapy for malignant tumors. This study explores the correlation between methotrexate (MTX) and 7-hydroxy methotrexate (7-OHMTX) concentrations and indicators of liver and kidney function while evaluating the predictive value of MTX and 7-OHMTX levels for delayed elimination.
Methods: The authors collected 372 blood samples from 107 leukemia or lymphoma patients (45 adults and 62 children) treated with high-dose methotrexate. The free and total concentrations of MTX and 7-OHMTX were measured 48, 72, or 96 hours after chemotherapy administration. SPSS 27 software was used to analyze the Spearman correlation between concentration and liver and kidney indicators. The nonparametric Mann-Whitney U test was used to compare the Normal and Delayed groups. Receiver operating characteristic curve analysis identified the threshold for delayed elimination.
Results: The total 7-OHMTX concentration did not correlate with creatinine clearance (CCR) and creatinine (CR) in children. The free 7-OHMTX concentration showed a significant negative correlation with CCR (P < 0.01) and a positive correlation with CR (P < 0.01) in children and in subgroup A2 (7-12 years). Alanine aminotransferase (ALT) and aspartate aminotransferase (AST) were significantly negatively correlated with both total and free 7-OHMTX/MTX concentrations in children (P < 0.01). MTX and 7-OHMTX concentrations showed no correlation with CR, CCR, AST, or ALT in adult patients.
Conclusions: Clinicians should closely monitor patients for signs of elimination delay when free 7-OHMTX concentrations exceed 0.081 μmol/L 48 hours or later. Incorporating free-concentration monitoring predicts hepatotoxicity and nephrotoxicity in children more accurately than total concentrations alone, facilitating timely clinical intervention and ensuring patient safety.
{"title":"Prediction of Clinical Safety for High-Dose Methotrexate Chemotherapy Based on Free Levels of Methotrexate and 7-Hydroxymethotrexate in Human Plasma.","authors":"Shuai-Shuai Gao, Chun-Ling Wu, Yi Liu, Zheng-Yang Liu, Jin-Xuan Zheng, Hong-Yu Zhou, Jin-Yan Xie, Jia-Qiang Xu, Jia-Liang Guo, Wei-Chong Dong","doi":"10.1097/FTD.0000000000001439","DOIUrl":"https://doi.org/10.1097/FTD.0000000000001439","url":null,"abstract":"<p><strong>Background: </strong>High-dose methotrexate is widely used in chemotherapy for malignant tumors. This study explores the correlation between methotrexate (MTX) and 7-hydroxy methotrexate (7-OHMTX) concentrations and indicators of liver and kidney function while evaluating the predictive value of MTX and 7-OHMTX levels for delayed elimination.</p><p><strong>Methods: </strong>The authors collected 372 blood samples from 107 leukemia or lymphoma patients (45 adults and 62 children) treated with high-dose methotrexate. The free and total concentrations of MTX and 7-OHMTX were measured 48, 72, or 96 hours after chemotherapy administration. SPSS 27 software was used to analyze the Spearman correlation between concentration and liver and kidney indicators. The nonparametric Mann-Whitney U test was used to compare the Normal and Delayed groups. Receiver operating characteristic curve analysis identified the threshold for delayed elimination.</p><p><strong>Results: </strong>The total 7-OHMTX concentration did not correlate with creatinine clearance (CCR) and creatinine (CR) in children. The free 7-OHMTX concentration showed a significant negative correlation with CCR (P < 0.01) and a positive correlation with CR (P < 0.01) in children and in subgroup A2 (7-12 years). Alanine aminotransferase (ALT) and aspartate aminotransferase (AST) were significantly negatively correlated with both total and free 7-OHMTX/MTX concentrations in children (P < 0.01). MTX and 7-OHMTX concentrations showed no correlation with CR, CCR, AST, or ALT in adult patients.</p><p><strong>Conclusions: </strong>Clinicians should closely monitor patients for signs of elimination delay when free 7-OHMTX concentrations exceed 0.081 μmol/L 48 hours or later. Incorporating free-concentration monitoring predicts hepatotoxicity and nephrotoxicity in children more accurately than total concentrations alone, facilitating timely clinical intervention and ensuring patient safety.</p>","PeriodicalId":23052,"journal":{"name":"Therapeutic Drug Monitoring","volume":" ","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030911","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}