首页 > 最新文献

Drug Safety最新文献

英文 中文
Harm to Children from Prescribing and Administration Errors in Acute Care: A Multidisciplinary Panel Assessment. 急性护理中处方和给药错误对儿童的危害:多学科小组评估。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-03-01 Epub Date: 2025-10-07 DOI: 10.1007/s40264-025-01618-6
Virginia Mumford, Magdalena R Raban, Erin Fitzpatrick, Amanda Woods, Alison Merchant, Tim Badgery-Parker, Ling Li, Peter Gates, Richard O Day, Geoffrey Ambler, Luciano Dalla-Pozza, Madlen Gazarian, Alan Gardo, Peter Barclay, Les White, Johanna I Westbrook

Introduction: Medication errors continue to cause inpatient harm in children and can be difficult to both identify and classify. Medication error studies often focus on assessing potential harm and there is little published data on actual harm from medication errors in children.

Objective: Our aim was to use multidisciplinary panels to identify and describe the actual harm resulting from prescribing and administration medication errors occurring at a major paediatric hospital.

Methods: We reviewed medication error data collected from retrospective medication record reviews to identify prescribing errors (26,369 orders, 19,692 errors and 3782 patients) and prospective direct observations (5137 dose administrations, 3663 errors and 1530 patients) to identify administration errors. Errors with the potential to cause serious harm and with evidence that the error reached the patient formed the dataset for our study. Case studies (n = 566) describing the prescribing and administration errors and a brief clinical summary were reviewed by multidisciplinary panels to determine whether there was evidence in patients' records of actual harm and to rate the severity of the harm identified.

Results: Actual harm was identified in 89 case studies and rated as minor in 43% (n = 38), moderate in 48% (n = 43) and serious in 9% (n = 8). There were no cases of harm rated as severe resulting in death. Antibacterials were the most common medications in cases with harm (n = 38/89 cases), and dosing errors (n = 32/89) the most common error type associated with harm. Younger patients had a significantly (t = 2.4, df = 198, p = 0.017) greater risk of actual harm from medication errors, and children aged under 12 months formed a higher proportion of those with actual harm (χ2 (1, N = 566) = 10.5, p = 0.001). The most frequent type of administration errors leading to harm were wrong infusion rates of intravenous antibiotics (19/67 cases); 12 of these instances occurred in children under 12 months. Administration errors were more likely to result in actual harm (1.83%; 67 /3663 errors) compared with prescribing errors (0.21%; 42/19,692).

Conclusions: We found higher rates of actual harm associated with medication errors in younger patients, wrong dose prescribing errors and intravenous antibiotic administration errors. These important findings provide opportunities for developing tailored interventions targeting identified high-risk areas to enable the successful reduction of preventable harms in paediatric patients.

用药错误继续对儿童造成住院伤害,并且难以识别和分类。药物错误研究通常侧重于评估潜在危害,很少有关于儿童药物错误实际危害的公开数据。目的:我们的目的是使用多学科小组来确定和描述在一家主要儿科医院发生的处方和给药错误所造成的实际危害。方法:我们回顾了回顾性用药记录回顾收集的用药错误数据,以确定处方错误(26,369张医嘱,19692个错误,3782名患者)和前瞻性直接观察(5137次给药,3663个错误,1530名患者),以确定给药错误。有可能造成严重伤害的错误和有证据表明错误影响到患者形成了我们研究的数据集。多学科小组审查了描述处方和给药错误的案例研究(n = 566)和简短的临床总结,以确定患者记录中是否有实际危害的证据,并对已确定的危害的严重程度进行评级。结果:89例病例研究中确定了实际危害,其中轻度的占43% (n = 38),中度的占48% (n = 43),严重的占9% (n = 8)。没有严重伤害导致死亡的病例。抗菌药物是造成伤害的最常见药物(n = 38/89),剂量错误(n = 32/89)是造成伤害的最常见错误类型。年龄较小的患者发生用药错误实际伤害的风险较高(t = 2.4, df = 198, p = 0.017),年龄在12个月以下的儿童发生用药错误实际伤害的比例较高(χ2 (1, N = 566) = 10.5, p = 0.001)。最常见的给药错误类型是静脉抗生素输注速率错误(19/67);其中12例发生在12个月以下的儿童中。与处方错误(0.21%;42/ 19692)相比,给药错误更容易导致实际伤害(1.83%;67 /3663)。结论:我们发现年轻患者用药错误、错误剂量处方错误和静脉抗生素给药错误相关的实际伤害率更高。这些重要发现为制定针对性的干预措施提供了机会,这些干预措施针对已确定的高风险领域,从而能够成功地减少儿科患者可预防的伤害。
{"title":"Harm to Children from Prescribing and Administration Errors in Acute Care: A Multidisciplinary Panel Assessment.","authors":"Virginia Mumford, Magdalena R Raban, Erin Fitzpatrick, Amanda Woods, Alison Merchant, Tim Badgery-Parker, Ling Li, Peter Gates, Richard O Day, Geoffrey Ambler, Luciano Dalla-Pozza, Madlen Gazarian, Alan Gardo, Peter Barclay, Les White, Johanna I Westbrook","doi":"10.1007/s40264-025-01618-6","DOIUrl":"10.1007/s40264-025-01618-6","url":null,"abstract":"<p><strong>Introduction: </strong>Medication errors continue to cause inpatient harm in children and can be difficult to both identify and classify. Medication error studies often focus on assessing potential harm and there is little published data on actual harm from medication errors in children.</p><p><strong>Objective: </strong>Our aim was to use multidisciplinary panels to identify and describe the actual harm resulting from prescribing and administration medication errors occurring at a major paediatric hospital.</p><p><strong>Methods: </strong>We reviewed medication error data collected from retrospective medication record reviews to identify prescribing errors (26,369 orders, 19,692 errors and 3782 patients) and prospective direct observations (5137 dose administrations, 3663 errors and 1530 patients) to identify administration errors. Errors with the potential to cause serious harm and with evidence that the error reached the patient formed the dataset for our study. Case studies (n = 566) describing the prescribing and administration errors and a brief clinical summary were reviewed by multidisciplinary panels to determine whether there was evidence in patients' records of actual harm and to rate the severity of the harm identified.</p><p><strong>Results: </strong>Actual harm was identified in 89 case studies and rated as minor in 43% (n = 38), moderate in 48% (n = 43) and serious in 9% (n = 8). There were no cases of harm rated as severe resulting in death. Antibacterials were the most common medications in cases with harm (n = 38/89 cases), and dosing errors (n = 32/89) the most common error type associated with harm. Younger patients had a significantly (t = 2.4, df = 198, p = 0.017) greater risk of actual harm from medication errors, and children aged under 12 months formed a higher proportion of those with actual harm (χ<sup>2</sup> (1, N = 566) = 10.5, p = 0.001). The most frequent type of administration errors leading to harm were wrong infusion rates of intravenous antibiotics (19/67 cases); 12 of these instances occurred in children under 12 months. Administration errors were more likely to result in actual harm (1.83%; 67 /3663 errors) compared with prescribing errors (0.21%; 42/19,692).</p><p><strong>Conclusions: </strong>We found higher rates of actual harm associated with medication errors in younger patients, wrong dose prescribing errors and intravenous antibiotic administration errors. These important findings provide opportunities for developing tailored interventions targeting identified high-risk areas to enable the successful reduction of preventable harms in paediatric patients.</p>","PeriodicalId":11382,"journal":{"name":"Drug Safety","volume":" ","pages":"367-379"},"PeriodicalIF":3.8,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12924783/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145238286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Choosing an Index Date for Untreated Patients in External Comparator Studies. 在外部比较研究中选择未治疗患者的索引日期。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-03-01 Epub Date: 2025-09-29 DOI: 10.1007/s40264-025-01613-x
Luis Antunes, Gerd Rippin, Eleanor Ralphs, Artis Luguzis, Kellyn Arnold, Hopin Lee

Background and objective: Selecting an index date (also called time zero or baseline) can be challenging for External Comparator (EC) studies when comparing against untreated patients. Existing literature addresses methods for defining an index date for untreated patients in observational studies generally, but not for EC studies specifically, which are likely to benefit from customized approaches.

Methods: A simulation study was performed to assess different index date assignments and analytical approaches in terms of bias and other performance characteristics: The first approach took the time from a major clinical event (say, diagnosis date) to treatment start as observed in the treated cohort and randomly assigned these times to the untreated cohort to derive the index dates. This approach was applied without and with the condition that the emulated index dates in the untreated cohort needed to be before the observed event times (index date emulation [IDE] and modified index date emulation approach [mIDE]). The second approach was to start the follow-up period at the diagnosis date (early index date approach [EID]) and to perform an analysis according to a time-dependent Cox model (or its generalization, e.g., a Marginal Structural Cox Model). This model was applied both in a traditional but also in a modified manner (modified early index date approach, mEID), where the modified model coded the treatment cohorts before the true (treated patients) and emulated (untreated patients, using IDE) treatment start dates to belong to a third treatment category. This allowed the treatment comparison of interest to be restricted to the time after the true and emulated treatment start dates.

Results: The IDE and mEID approaches were shown to be unbiased with identical performance, while mIDE and EID exhibited significant bias.

Conclusions: We showed that our EC analysis approach based on emulated index dates for untreated patients constitutes a valid concept, which may be advantageous for many external comparator studies.

背景和目的:当与未治疗的患者进行比较时,外部比较器(EC)研究选择索引日期(也称为时间零或基线)可能具有挑战性。现有文献讨论了在观察性研究中为未治疗患者定义索引日期的方法,但没有专门针对EC研究,这可能受益于定制方法。方法:进行模拟研究,以评估不同的索引日期分配和分析方法的偏差和其他性能特征:第一种方法从治疗队列中观察到的主要临床事件(例如,诊断日期)到治疗开始的时间,并将这些时间随机分配给未治疗队列,以得出索引日期。该方法的应用没有且有一个条件,即未处理队列中的模拟索引日期需要在观察到的事件时间之前(索引日期模拟[IDE]和修改的索引日期模拟方法[mIDE])。第二种方法是在诊断日期开始随访(早期索引日期法[EID]),并根据时间相关的Cox模型(或其推广,例如边际结构Cox模型)进行分析。该模型既以传统方式应用,也以修改后的方式(修改的早期索引日期方法,mEID)应用,其中修改后的模型在真实(治疗患者)和模拟(未经治疗的患者,使用IDE)治疗开始日期之前编码治疗队列,属于第三种治疗类别。这允许将感兴趣的治疗比较限制在真实和模拟治疗开始日期之后的时间。结果:IDE和mEID方法表现出相同的无偏性,而mIDE和EID表现出显著的偏倚。结论:我们表明,基于未治疗患者的模拟索引日期的EC分析方法是一个有效的概念,这可能有利于许多外部比较研究。
{"title":"Choosing an Index Date for Untreated Patients in External Comparator Studies.","authors":"Luis Antunes, Gerd Rippin, Eleanor Ralphs, Artis Luguzis, Kellyn Arnold, Hopin Lee","doi":"10.1007/s40264-025-01613-x","DOIUrl":"10.1007/s40264-025-01613-x","url":null,"abstract":"<p><strong>Background and objective: </strong>Selecting an index date (also called time zero or baseline) can be challenging for External Comparator (EC) studies when comparing against untreated patients. Existing literature addresses methods for defining an index date for untreated patients in observational studies generally, but not for EC studies specifically, which are likely to benefit from customized approaches.</p><p><strong>Methods: </strong>A simulation study was performed to assess different index date assignments and analytical approaches in terms of bias and other performance characteristics: The first approach took the time from a major clinical event (say, diagnosis date) to treatment start as observed in the treated cohort and randomly assigned these times to the untreated cohort to derive the index dates. This approach was applied without and with the condition that the emulated index dates in the untreated cohort needed to be before the observed event times (index date emulation [IDE] and modified index date emulation approach [mIDE]). The second approach was to start the follow-up period at the diagnosis date (early index date approach [EID]) and to perform an analysis according to a time-dependent Cox model (or its generalization, e.g., a Marginal Structural Cox Model). This model was applied both in a traditional but also in a modified manner (modified early index date approach, mEID), where the modified model coded the treatment cohorts before the true (treated patients) and emulated (untreated patients, using IDE) treatment start dates to belong to a third treatment category. This allowed the treatment comparison of interest to be restricted to the time after the true and emulated treatment start dates.</p><p><strong>Results: </strong>The IDE and mEID approaches were shown to be unbiased with identical performance, while mIDE and EID exhibited significant bias.</p><p><strong>Conclusions: </strong>We showed that our EC analysis approach based on emulated index dates for untreated patients constitutes a valid concept, which may be advantageous for many external comparator studies.</p>","PeriodicalId":11382,"journal":{"name":"Drug Safety","volume":" ","pages":"313-324"},"PeriodicalIF":3.8,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145184931","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Statistical Methods for Multi-jurisdictional Australian Vaccine Safety Investigations of Rare Adverse Events. 澳大利亚多辖区罕见不良事件疫苗安全性调查的统计方法。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-03-01 Epub Date: 2025-10-01 DOI: 10.1007/s40264-025-01615-9
Hannah J Morgan, Lauren Bloomfield, Hazel J Clothier, Sera Ngeh, Gemma Cadby, Dale Carcione, James H Boyd, Gonzalo Sepulveda Kattan, Jim P Buttery, Paul Effler

Background: In Australia, surveillance of adverse events following immunisation is primarily conducted by states and territories, with each jurisdiction only able to view and analyse reports originating from their own population. Distributed data models (aka federated data models) are a form of decentralised collaboration, with each site maintaining ownership of its data from end-to-end including data collection, storage and analysis. The primary benefit of this model is that it maintains independence and autonomy while enabling interdependence, collaboration and scalability.

Objective: We aimed to investigate statistical methods for a multi-jurisdictional collaboration when conducting a rigorous assessment of rare adverse events following immunisation at a national level.

Methods: Victoria and Western Australia have independently established routine data linkage for vaccine safety surveillance. A data collaboration model is proposed, whereby each jurisdiction can generate de-identified population-level data for adverse events following immunisation, using agreed case definitions and analytical methods. To demonstrate its utility, Victoria and Western Australia combined data from a self-controlled case series via a meta-analysis approach using aggregate data and a pooled approach using individual-level data to investigate the association between coronavirus disease 2019 vaccines and Guillain-Barré syndrome.

Results: There were 519 and 176 new Guillain-Barré syndrome International Classification of Diseases, Tenth Revision, Australian Modification coded admissions in Victoria and Western Australia, respectively, between 01/01/2020 and 31/12/2023. Combining data using a fixed-effect meta-analysis method (relative incidence: 2.64, 95% confidence interval 1.90, 3.66) and a pooled method (relative incidence: 2.45, 95% confidence interval 1.76, 3.41) confirmed the known increased incidence in the 42 days following a coronavirus disease 2019 Vaxzevria® vaccination. Both methods resulted in a decreased standard error when compared with either state alone.

Conclusions: This project represents an ongoing successful collaboration between two Australian jurisdictions using data linkage to investigate rare adverse events following immunisation and inform accurate benefit-risk analyses. The decision to use meta-analysis and pooled analysis methods should be considered on a case-by-case basis and may depend on data-sharing agreements, the ease of pooling potentially discordant data variables and underlying population characteristics.

背景:在澳大利亚,免疫接种后不良事件的监测主要由州和地区进行,每个辖区只能查看和分析来自本辖区人口的报告。分布式数据模型(又名联邦数据模型)是分散协作的一种形式,每个站点维护端到端的数据所有权,包括数据收集、存储和分析。该模型的主要好处是,它在支持相互依赖、协作和可伸缩性的同时保持了独立性和自主性。目的:我们的目的是研究在国家一级对免疫接种后罕见不良事件进行严格评估时多司法管辖区合作的统计方法。方法:维多利亚州和西澳大利亚州独立建立了疫苗安全监测的常规数据链接。提出了一种数据协作模型,其中每个管辖区可以使用商定的病例定义和分析方法,生成免疫接种后不良事件的去识别人口水平数据。为了证明其实用性,维多利亚州和西澳大利亚州通过使用汇总数据的荟萃分析方法和使用个人层面数据的汇总方法,将来自自我控制病例系列的数据结合起来,调查2019冠状病毒病疫苗与格林-巴罗综合征之间的关系。结果:在2020年1月1日至2023年12月31日期间,维多利亚州和西澳大利亚州分别有519例和176例新的格林-巴罗综合征国际疾病分类第十版澳大利亚修订编码入院。使用固定效应荟萃分析方法(相对发病率:2.64,95%置信区间为1.90,3.66)和合并方法(相对发病率:2.45,95%置信区间为1.76,3.41)的数据相结合,证实了在冠状病毒2019 Vaxzevria®疫苗接种后42天内已知的发病率增加。与单独的任何一种状态相比,这两种方法都减少了标准误差。结论:该项目代表了澳大利亚两个司法管辖区之间正在进行的成功合作,利用数据链接调查免疫接种后的罕见不良事件,并提供准确的受益-风险分析。使用荟萃分析和汇总分析方法的决定应根据具体情况进行考虑,并可能取决于数据共享协议、汇总可能不一致的数据变量的难易程度和潜在的人口特征。
{"title":"Statistical Methods for Multi-jurisdictional Australian Vaccine Safety Investigations of Rare Adverse Events.","authors":"Hannah J Morgan, Lauren Bloomfield, Hazel J Clothier, Sera Ngeh, Gemma Cadby, Dale Carcione, James H Boyd, Gonzalo Sepulveda Kattan, Jim P Buttery, Paul Effler","doi":"10.1007/s40264-025-01615-9","DOIUrl":"10.1007/s40264-025-01615-9","url":null,"abstract":"<p><strong>Background: </strong>In Australia, surveillance of adverse events following immunisation is primarily conducted by states and territories, with each jurisdiction only able to view and analyse reports originating from their own population. Distributed data models (aka federated data models) are a form of decentralised collaboration, with each site maintaining ownership of its data from end-to-end including data collection, storage and analysis. The primary benefit of this model is that it maintains independence and autonomy while enabling interdependence, collaboration and scalability.</p><p><strong>Objective: </strong>We aimed to investigate statistical methods for a multi-jurisdictional collaboration when conducting a rigorous assessment of rare adverse events following immunisation at a national level.</p><p><strong>Methods: </strong>Victoria and Western Australia have independently established routine data linkage for vaccine safety surveillance. A data collaboration model is proposed, whereby each jurisdiction can generate de-identified population-level data for adverse events following immunisation, using agreed case definitions and analytical methods. To demonstrate its utility, Victoria and Western Australia combined data from a self-controlled case series via a meta-analysis approach using aggregate data and a pooled approach using individual-level data to investigate the association between coronavirus disease 2019 vaccines and Guillain-Barré syndrome.</p><p><strong>Results: </strong>There were 519 and 176 new Guillain-Barré syndrome International Classification of Diseases, Tenth Revision, Australian Modification coded admissions in Victoria and Western Australia, respectively, between 01/01/2020 and 31/12/2023. Combining data using a fixed-effect meta-analysis method (relative incidence: 2.64, 95% confidence interval 1.90, 3.66) and a pooled method (relative incidence: 2.45, 95% confidence interval 1.76, 3.41) confirmed the known increased incidence in the 42 days following a coronavirus disease 2019 Vaxzevria<sup>®</sup> vaccination. Both methods resulted in a decreased standard error when compared with either state alone.</p><p><strong>Conclusions: </strong>This project represents an ongoing successful collaboration between two Australian jurisdictions using data linkage to investigate rare adverse events following immunisation and inform accurate benefit-risk analyses. The decision to use meta-analysis and pooled analysis methods should be considered on a case-by-case basis and may depend on data-sharing agreements, the ease of pooling potentially discordant data variables and underlying population characteristics.</p>","PeriodicalId":11382,"journal":{"name":"Drug Safety","volume":" ","pages":"353-365"},"PeriodicalIF":3.8,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12924870/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145198697","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Drugs Withdrawn from the Canadian Market for Safety and Effectiveness Reasons, 1990-2024: A Cross-Sectional Study. 由于安全性和有效性原因从加拿大市场撤出的药物,1990-2024:一项横断面研究。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-03-01 Epub Date: 2025-09-10 DOI: 10.1007/s40264-025-01612-y
Joel Lexchin

Introduction: At times it is necessary to withdraw drugs after they have been approved because of lack of effectiveness or safety concerns. Health Canada does not keep a list of withdrawn drugs.

Objective: The aim of this study was to generate a list of all drugs approved since 1990 and subsequently withdrawn from the Canadian market for safety or effectiveness reasons until the end of 2024. This list was used to examine trends in the number of withdrawals and the percent of new drugs that are approved but eventually withdrawn.

Methods: A list of withdrawn drugs was developed based on previous published research and supplemented by examining lists of withdrawn drugs in other jurisdictions. The time, in years, was calculated between the date of approval and withdrawal. The reasons for withdrawal came from either Health Canada documents or, if unavailable, from international sources. Withdrawals for commercial reasons were not included in the analysis.

Results: Of the 1094 drugs approved from January 1, 1990, to December 31, 2024, a total of 37 were withdrawn: 32 were new active substances (molecules never marketed before in any form) and five were other types of new drugs. The median time to withdrawal was 3.60 years (interquartile range 2.45-9.50). Approximately 5% of all new active substances approved in a 5-year period were eventually withdrawn over the period 1990-2009. Between 2010 and 2019, the withdrawal rate was < 2%. The most common reasons for withdrawal were cardiac and liver complications.

Conclusion: As a percent of all drugs approved, relatively few drugs are withdrawn, and the number of drug withdrawals as a percent of approvals declined between 2010 and 2019.

有时,由于缺乏有效性或安全性问题,有必要在批准后撤回药物。加拿大卫生部没有一份已撤销药物的清单。目的:本研究的目的是生成自1990年以来批准的所有药物的清单,这些药物随后因安全性或有效性原因退出加拿大市场,直到2024年底。该清单用于检查停药数量的趋势,以及批准但最终停药的新药的百分比。方法:在以往已发表的研究成果的基础上,通过查阅其他司法管辖区已撤销的药物清单进行补充,编制已撤销药物清单。从批准之日到撤销之日,以年为单位计算时间。撤回的理由来自加拿大卫生部的文件,如果无法获得,则来自国际来源。商业原因的提款不包括在分析中。结果:在1990年1月1日至2024年12月31日批准的1094种药物中,共有37种被撤回:32种是新活性物质(以前从未以任何形式上市的分子),5种是其他类型的新药。中位停药时间为3.60年(四分位数范围2.45-9.50)。在1990-2009年期间,5年内批准的所有新活性物质中约有5%最终被撤回。2010年至2019年期间,停药率为:占所有获批药品的百分比,相对较少的药品被停药,2010年至2019年期间,停药数量占获批药品的百分比有所下降。
{"title":"Drugs Withdrawn from the Canadian Market for Safety and Effectiveness Reasons, 1990-2024: A Cross-Sectional Study.","authors":"Joel Lexchin","doi":"10.1007/s40264-025-01612-y","DOIUrl":"10.1007/s40264-025-01612-y","url":null,"abstract":"<p><strong>Introduction: </strong>At times it is necessary to withdraw drugs after they have been approved because of lack of effectiveness or safety concerns. Health Canada does not keep a list of withdrawn drugs.</p><p><strong>Objective: </strong>The aim of this study was to generate a list of all drugs approved since 1990 and subsequently withdrawn from the Canadian market for safety or effectiveness reasons until the end of 2024. This list was used to examine trends in the number of withdrawals and the percent of new drugs that are approved but eventually withdrawn.</p><p><strong>Methods: </strong>A list of withdrawn drugs was developed based on previous published research and supplemented by examining lists of withdrawn drugs in other jurisdictions. The time, in years, was calculated between the date of approval and withdrawal. The reasons for withdrawal came from either Health Canada documents or, if unavailable, from international sources. Withdrawals for commercial reasons were not included in the analysis.</p><p><strong>Results: </strong>Of the 1094 drugs approved from January 1, 1990, to December 31, 2024, a total of 37 were withdrawn: 32 were new active substances (molecules never marketed before in any form) and five were other types of new drugs. The median time to withdrawal was 3.60 years (interquartile range 2.45-9.50). Approximately 5% of all new active substances approved in a 5-year period were eventually withdrawn over the period 1990-2009. Between 2010 and 2019, the withdrawal rate was < 2%. The most common reasons for withdrawal were cardiac and liver complications.</p><p><strong>Conclusion: </strong>As a percent of all drugs approved, relatively few drugs are withdrawn, and the number of drug withdrawals as a percent of approvals declined between 2010 and 2019.</p>","PeriodicalId":11382,"journal":{"name":"Drug Safety","volume":" ","pages":"325-335"},"PeriodicalIF":3.8,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145033069","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Algorithms to Identify Major Congenital Malformations in Routinely Collected Healthcare Data: A Systematic Review. 在常规收集的医疗数据中识别主要先天性畸形的算法:系统回顾。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-03-01 Epub Date: 2025-09-13 DOI: 10.1007/s40264-025-01606-w
Melanie H Jacobson, Meritxell Sabidó, Ana Sofia Afonso, Adebola Ajao, Eman A Alghamdi, Susan E Andrade, Dimitri Bennett, Vineetkumar Kharat, Marie-Laure Kürzinger, Maryline Le Noan-Lainé, Ditte Mølgaard-Nielsen, Gayle Murray, Elena Rivero-Ferrer, Sandra Lopez-Leon

Introduction: Major congenital malformations (MCMs) are a primary outcome of interest in pregnancy safety studies.

Objective: This study aimed to identify and summarize algorithms used to identify MCMs in routinely collected healthcare data sources in the USA, Canada, and Europe by conducting a systematic literature review.

Methods: We developed a search strategy to identify studies containing algorithms for MCMs from January 1, 2010, to April 11, 2025. Search terms included those related to MCMs as an outcome, routinely collected healthcare data, epidemiologic designs likely to incorporate algorithms, and pregnant individuals and/or infants. Study review and data extraction was conducted in duplicate using a standardized data collection form.

Results: Among the initially identified 2242 studies, 974 were selected for full-text review. Of these, 70.3% were excluded, leaving 289 studies. Over half (58.1%) of the included studies were from Europe, predominantly from Nordic countries using national register data (N = 135; 80.4%). Studies using claims (18.0%) or hospital discharge data (16.3%) were also common. Although there was heterogeneity in the timing of MCM assessment, 55.7% of studies collected MCMs through the infant's first year of life. Overall, algorithms varied across data source type and geography in the codes specified, rules, utilization of maternal versus infant records, and coding system. There were 27 (9.3%) validation studies, 70.4% of which were based on claims and/or electronic health record data only. Most had positive predictive values >70%, though this varied according to MCM type or anatomical site.

Conclusion: We provide the first comprehensive systematic literature review of algorithms used to identify MCMs in routinely collected healthcare data, aiding researchers in their ability to generate reliable evidence in pregnancy safety pharmacoepidemiology.

重大先天性畸形(mcm)是妊娠安全性研究的主要结果。目的:本研究旨在通过系统的文献综述,识别和总结用于识别美国、加拿大和欧洲常规收集的医疗保健数据源中的mcm的算法。方法:从2010年1月1日至2025年4月11日,我们开发了一种搜索策略来识别包含mcm算法的研究。搜索条件包括与mcm相关的结果、常规收集的医疗保健数据、可能包含算法的流行病学设计以及孕妇和/或婴儿。采用标准化数据收集表进行研究回顾和数据提取,一式两份。结果:在最初确定的2242项研究中,974项被选为全文综述。其中,70.3%被排除,剩下289项研究。超过一半(58.1%)的纳入研究来自欧洲,主要来自北欧国家,使用国家登记数据(N = 135; 80.4%)。使用索赔(18.0%)或出院数据(16.3%)的研究也很常见。尽管MCM评估的时间存在异质性,但55.7%的研究在婴儿出生后的第一年收集了MCM。总体而言,在指定的代码、规则、母婴记录的利用以及编码系统方面,算法因数据源类型和地理而异。共有27项(9.3%)验证研究,其中70.4%仅基于索赔和/或电子健康记录数据。大多数阳性预测值约为70%,尽管这根据MCM类型或解剖部位而有所不同。结论:我们首次对常规收集的医疗数据中用于识别mcm的算法进行了全面系统的文献综述,帮助研究人员在妊娠安全药物流行病学方面获得可靠的证据。
{"title":"Algorithms to Identify Major Congenital Malformations in Routinely Collected Healthcare Data: A Systematic Review.","authors":"Melanie H Jacobson, Meritxell Sabidó, Ana Sofia Afonso, Adebola Ajao, Eman A Alghamdi, Susan E Andrade, Dimitri Bennett, Vineetkumar Kharat, Marie-Laure Kürzinger, Maryline Le Noan-Lainé, Ditte Mølgaard-Nielsen, Gayle Murray, Elena Rivero-Ferrer, Sandra Lopez-Leon","doi":"10.1007/s40264-025-01606-w","DOIUrl":"10.1007/s40264-025-01606-w","url":null,"abstract":"<p><strong>Introduction: </strong>Major congenital malformations (MCMs) are a primary outcome of interest in pregnancy safety studies.</p><p><strong>Objective: </strong>This study aimed to identify and summarize algorithms used to identify MCMs in routinely collected healthcare data sources in the USA, Canada, and Europe by conducting a systematic literature review.</p><p><strong>Methods: </strong>We developed a search strategy to identify studies containing algorithms for MCMs from January 1, 2010, to April 11, 2025. Search terms included those related to MCMs as an outcome, routinely collected healthcare data, epidemiologic designs likely to incorporate algorithms, and pregnant individuals and/or infants. Study review and data extraction was conducted in duplicate using a standardized data collection form.</p><p><strong>Results: </strong>Among the initially identified 2242 studies, 974 were selected for full-text review. Of these, 70.3% were excluded, leaving 289 studies. Over half (58.1%) of the included studies were from Europe, predominantly from Nordic countries using national register data (N = 135; 80.4%). Studies using claims (18.0%) or hospital discharge data (16.3%) were also common. Although there was heterogeneity in the timing of MCM assessment, 55.7% of studies collected MCMs through the infant's first year of life. Overall, algorithms varied across data source type and geography in the codes specified, rules, utilization of maternal versus infant records, and coding system. There were 27 (9.3%) validation studies, 70.4% of which were based on claims and/or electronic health record data only. Most had positive predictive values >70%, though this varied according to MCM type or anatomical site.</p><p><strong>Conclusion: </strong>We provide the first comprehensive systematic literature review of algorithms used to identify MCMs in routinely collected healthcare data, aiding researchers in their ability to generate reliable evidence in pregnancy safety pharmacoepidemiology.</p>","PeriodicalId":11382,"journal":{"name":"Drug Safety","volume":" ","pages":"273-289"},"PeriodicalIF":3.8,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12924861/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145052430","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pharmacovigilance Through Fresh Eyes: The International Society of Pharmacovigilance Student Community's Role in Shaping the Future of Pharmacovigilance. 通过新鲜的眼睛进行药物警戒:国际药物警戒学会学生社区在塑造药物警戒未来中的作用。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-03-01 Epub Date: 2026-02-12 DOI: 10.1007/s40264-026-01651-z
Hager Saleh, Ibrahim Mohammed Amidu, Zerin Ziaudeen, Ryan James Walker, Manal Younus
{"title":"Pharmacovigilance Through Fresh Eyes: The International Society of Pharmacovigilance Student Community's Role in Shaping the Future of Pharmacovigilance.","authors":"Hager Saleh, Ibrahim Mohammed Amidu, Zerin Ziaudeen, Ryan James Walker, Manal Younus","doi":"10.1007/s40264-026-01651-z","DOIUrl":"10.1007/s40264-026-01651-z","url":null,"abstract":"","PeriodicalId":11382,"journal":{"name":"Drug Safety","volume":" ","pages":"259-262"},"PeriodicalIF":3.8,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146164657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Navigating Non-interventional Post-authorization Studies in East Asia: Regulatory Challenges, Opportunities, and Future Directions. 引导东亚非介入授权后研究:监管挑战、机遇和未来方向。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-03-01 Epub Date: 2025-10-17 DOI: 10.1007/s40264-025-01621-x
Jami Peters, Ayad K Ali, Maria Moitinho de Almeida, Keiko Asao, Tarek A Hammad, Xintong He, Alexander Michel, Annalisa Rubino, Sono Sawada, Rachel E Sobel, Stefan de Vogel

Post-authorization studies (PAS) are often mandated by regulatory authorities as a condition of marketing authorization of pharmaceutical products. This article explores specific regulations and trends in China, Japan, and South Korea, highlighting the scientific and operational limitations that such PAS pose to the stakeholders in these regions including significant variations in regulatory requirements. Pharmacovigilance guidelines and publications on regional regulatory trends were reviewed. Active surveillance studies are widely adopted to fulfill post-authorization requirements in East Asia countries. These are primary data collection studies, i.e., traditional site-based studies that monitor the frequency of all adverse events (and clinical outcomes when requested) of the newly approved pharmaceutical product during a predefined treatment period. Such studies generally present limitations regarding the product's safety profile characterization, including the absence of a comparator group, selection bias, limited sample size, and considerable resources needed to conduct the studies. These limitations explain the trend toward hypothesis testing studies, conducted with secondary data (e.g., large electronic database studies) as preferred over traditional active surveillance studies. Harmonizing regulatory approaches and enhancing access to comprehensive data sources are critical for generating fit-for-purpose evidence to support regulatory decision making in these regions. Therefore, we propose a decision tool to assist with the planning of PAS in China, Japan, and South Korea. This article is endorsed by the International Society for Pharmacoepidemiology (ISPE).

批准后研究(PAS)通常被监管机构强制要求作为药品上市许可的条件。本文探讨了中国、日本和韩国的具体法规和趋势,强调了此类PAS给这些地区的利益相关者带来的科学和操作限制,包括监管要求的重大差异。审查了关于区域监管趋势的药物警戒指南和出版物。东亚国家广泛采用主动监测研究来满足授权后的要求。这些是原始数据收集研究,即传统的基于现场的研究,监测新批准的药品在预定治疗期间的所有不良事件(以及要求时的临床结果)的频率。此类研究通常存在产品安全性特征表征方面的局限性,包括缺乏比较组、选择偏差、样本量有限以及开展研究所需的大量资源。这些限制解释了假设检验研究的趋势,用二手数据(例如,大型电子数据库研究)进行的研究比传统的主动监测研究更受欢迎。协调监管方法和加强对全面数据源的获取,对于产生符合目的的证据以支持这些地区的监管决策至关重要。因此,我们提出了一种决策工具来协助中国、日本和韩国的PAS规划。本文得到国际药物流行病学学会(ISPE)的认可。
{"title":"Navigating Non-interventional Post-authorization Studies in East Asia: Regulatory Challenges, Opportunities, and Future Directions.","authors":"Jami Peters, Ayad K Ali, Maria Moitinho de Almeida, Keiko Asao, Tarek A Hammad, Xintong He, Alexander Michel, Annalisa Rubino, Sono Sawada, Rachel E Sobel, Stefan de Vogel","doi":"10.1007/s40264-025-01621-x","DOIUrl":"10.1007/s40264-025-01621-x","url":null,"abstract":"<p><p>Post-authorization studies (PAS) are often mandated by regulatory authorities as a condition of marketing authorization of pharmaceutical products. This article explores specific regulations and trends in China, Japan, and South Korea, highlighting the scientific and operational limitations that such PAS pose to the stakeholders in these regions including significant variations in regulatory requirements. Pharmacovigilance guidelines and publications on regional regulatory trends were reviewed. Active surveillance studies are widely adopted to fulfill post-authorization requirements in East Asia countries. These are primary data collection studies, i.e., traditional site-based studies that monitor the frequency of all adverse events (and clinical outcomes when requested) of the newly approved pharmaceutical product during a predefined treatment period. Such studies generally present limitations regarding the product's safety profile characterization, including the absence of a comparator group, selection bias, limited sample size, and considerable resources needed to conduct the studies. These limitations explain the trend toward hypothesis testing studies, conducted with secondary data (e.g., large electronic database studies) as preferred over traditional active surveillance studies. Harmonizing regulatory approaches and enhancing access to comprehensive data sources are critical for generating fit-for-purpose evidence to support regulatory decision making in these regions. Therefore, we propose a decision tool to assist with the planning of PAS in China, Japan, and South Korea. This article is endorsed by the International Society for Pharmacoepidemiology (ISPE).</p>","PeriodicalId":11382,"journal":{"name":"Drug Safety","volume":" ","pages":"263-271"},"PeriodicalIF":3.8,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12924867/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145307202","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Content Analysis of Promotional Materials for Prescription Drugs Authorized Under Emergency Use Authorization. 紧急使用授权处方药宣传资料内容分析
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-03-01 Epub Date: 2025-09-25 DOI: 10.1007/s40264-025-01610-0
Bridget Kelly, Kathryn J Aikin, Helen W Sullivan, Gabe Madson, Anne-Celine Jeffroy-Menard, Diamond Hawkins, Kathy Vu, Shirley Liu, Lauren McCormack, Sandra Crouse Quinn

Introduction: Under Section 564 of the Federal Food, Drug and Cosmetic Act, the United States (US) Food and Drug Administration (FDA) may, pursuant to a declaration by the US Department of Health and Human Services Secretary, based on one of four types of determinations, authorize an unapproved product or unapproved uses of an approved product for emergency use. Although sponsors are not prohibited from promoting products with Emergency Use Authorizations (EUAs), little is known about how they promote these products.

Objectives: The aim of this study was to investigate how EUAs are being described in promotional materials disseminated to health care providers (HCPs) and consumer audiences.

Methods: A content analysis was conducted on promotional materials for drugs authorized under an EUA that were submitted to the FDA between April 2020 and April 2023. Each material was coded for the presence or absence and location of certain words, phrases, or resources relating to EUAs and product risk information. Statistical analyses include descriptive statistics and bivariate analyses comparing materials created for consumer and HCP audiences. Readability statistics were also conducted for consumer materials.

Results: The sample included 423 promotional materials. Most materials included risk information; however, few included a formal definition of an EUA. Materials for HCPs were more likely to contain links to fact sheets and other information and resources related to EUAs. The reading level of consumer materials was very difficult (requiring graduate-level education).

Conclusion: Although most of the materials contained risk and benefit information in promotional materials about EUAs, improvements could be made through the inclusion of a specific definition of "EUA" and more prominent information about limitations of use in consumer materials. Readability could also be improved for consumer materials by applying plain language principles.

导言:根据《联邦食品、药品和化妆品法》第564条,美国食品和药物管理局(FDA)可以根据美国卫生和公众服务部部长的声明,基于四种类型的决定之一,授权未经批准的产品或未经批准的紧急用途。虽然赞助商不被禁止推广具有紧急使用授权(EUAs)的产品,但人们对他们如何推广这些产品知之甚少。目的:本研究的目的是调查eua是如何在传播给卫生保健提供者(HCPs)和消费者受众的宣传材料中描述的。方法:对2020年4月至2023年4月期间提交给FDA的EUA授权药品的宣传材料进行内容分析。每个材料都被编码为与eua和产品风险信息相关的某些单词、短语或资源的存在或不存在和位置。统计分析包括描述性统计和双变量分析,比较为消费者和HCP受众创建的材料。对消费材料也进行了可读性统计。结果:样本包括423份宣传资料。大多数材料包括风险信息;然而,其中很少包括EUA的正式定义。卫生保健提供者的材料更有可能包含与eua有关的情况说明书和其他信息和资源的链接。消费材料的阅读水平非常困难(需要研究生水平的教育)。结论:虽然大多数材料在EUA的宣传材料中包含风险和利益信息,但可以通过包含“EUA”的具体定义和更突出的消费材料使用限制信息来改进。通过应用通俗易懂的语言原则,也可以提高消费者材料的可读性。
{"title":"Content Analysis of Promotional Materials for Prescription Drugs Authorized Under Emergency Use Authorization.","authors":"Bridget Kelly, Kathryn J Aikin, Helen W Sullivan, Gabe Madson, Anne-Celine Jeffroy-Menard, Diamond Hawkins, Kathy Vu, Shirley Liu, Lauren McCormack, Sandra Crouse Quinn","doi":"10.1007/s40264-025-01610-0","DOIUrl":"10.1007/s40264-025-01610-0","url":null,"abstract":"<p><strong>Introduction: </strong>Under Section 564 of the Federal Food, Drug and Cosmetic Act, the United States (US) Food and Drug Administration (FDA) may, pursuant to a declaration by the US Department of Health and Human Services Secretary, based on one of four types of determinations, authorize an unapproved product or unapproved uses of an approved product for emergency use. Although sponsors are not prohibited from promoting products with Emergency Use Authorizations (EUAs), little is known about how they promote these products.</p><p><strong>Objectives: </strong>The aim of this study was to investigate how EUAs are being described in promotional materials disseminated to health care providers (HCPs) and consumer audiences.</p><p><strong>Methods: </strong>A content analysis was conducted on promotional materials for drugs authorized under an EUA that were submitted to the FDA between April 2020 and April 2023. Each material was coded for the presence or absence and location of certain words, phrases, or resources relating to EUAs and product risk information. Statistical analyses include descriptive statistics and bivariate analyses comparing materials created for consumer and HCP audiences. Readability statistics were also conducted for consumer materials.</p><p><strong>Results: </strong>The sample included 423 promotional materials. Most materials included risk information; however, few included a formal definition of an EUA. Materials for HCPs were more likely to contain links to fact sheets and other information and resources related to EUAs. The reading level of consumer materials was very difficult (requiring graduate-level education).</p><p><strong>Conclusion: </strong>Although most of the materials contained risk and benefit information in promotional materials about EUAs, improvements could be made through the inclusion of a specific definition of \"EUA\" and more prominent information about limitations of use in consumer materials. Readability could also be improved for consumer materials by applying plain language principles.</p>","PeriodicalId":11382,"journal":{"name":"Drug Safety","volume":" ","pages":"303-311"},"PeriodicalIF":3.8,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145148419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative Risk of Acute Kidney Injury with Piperacillin-Tazobactam Plus Teicoplanin Versus Piperacillin-Tazobactam Plus Vancomycin: A Systematic Review and Meta-Analysis. 哌拉西林-他唑巴坦联合替柯planin与哌拉西林-他唑巴坦联合万古霉素急性肾损伤风险的比较:系统回顾和荟萃分析。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-03-01 Epub Date: 2025-09-12 DOI: 10.1007/s40264-025-01611-z
Shahd Mohammad, Haneen Ghazal, Wafaa Rahimeh, Maqsood Khan, Mosab Al Balas, Faris El-Dahiyat

Background: Piperacillin-tazobactam combined with vancomycin is widely employed for broad-spectrum empiric coverage but has been increasingly associated with acute kidney injury (AKI). The comparative renal safety of substituting vancomycin with teicoplanin remains uncertain.

Objective: This meta-analysis aimed to evaluate renal outcomes between piperacillin-tazobactam plus teicoplanin (TZP-TEI) versus piperacillin-tazobactam plus vancomycin (TZP-VAN).

Methods: PubMed, Scopus, and Cochrane Central were searched for studies comparing TZP-TEI versus TZP-VAN in hospitalized patients. The primary outcome was AKI incidence, defined by Kidney disease: Improving global outcomes (KDIGO) or RIFLE (Risk of renal dysfunction, Injury to kidney, Failure or Loss of kidney function, and End-stage kidney disease) criteria. Data were analyzed using Review Manager, with heterogeneity assessed via the I2 statistic.

Results: A total of 908 patients were included from five cohort studies, four of which applied propensity-score matching (PSM), with reported ages ranging from 56.8 to 79 years. The TZP-TEI regimen was associated with a significantly reduced rate of AKI compared with TZP-VAN (odds ratio [OR] 0.52; 95% confidence interval [CI] 0.30-0.89; p = 0.02; I2 = 51%). No statistically significant differences were observed between groups for AKI recovery (OR 0.68; 95% CI 0.41-1.12; p = 0.13; I2 = 0%) or for 30-day all-cause mortality (OR 1.34; 95% CI 0.77-2.32; p = 0.30; I2 = 0%). Subgroup analyses stratified by AKI severity (KDIGO stages 1-3 or RIFLE criteria) demonstrated consistent directionality across stages, with no significant differences observed within PSM or non-PSM cohorts.

Conclusion: The TZP-TEI combination was associated with a significantly lower incidence of AKI than was TZP-VAN. Further studies are warranted to validate these findings, optimize teicoplanin dosing within the TZP-TEI combination, and inform therapeutic drug monitoring implementation in high-risk hospitalized patients.

背景:哌拉西林-他唑巴坦联合万古霉素被广泛应用于广谱经验覆盖,但越来越多地与急性肾损伤(AKI)相关。用替柯planin替代万古霉素的肾脏安全性比较仍不确定。目的:本荟萃分析旨在评估哌拉西林-他唑巴坦加替柯planin (TZP-TEI)与哌拉西林-他唑巴坦加万古霉素(TZP-VAN)的肾脏预后。方法:检索PubMed、Scopus和Cochrane Central中比较住院患者TZP-TEI和TZP-VAN的研究。主要终点是AKI发生率,由肾脏疾病定义:改善总体预后(KDIGO)或RIFLE(肾功能障碍风险、肾脏损伤、肾功能衰竭或丧失和终末期肾脏疾病)标准。使用Review Manager分析数据,通过I2统计量评估异质性。结果:5项队列研究共纳入908例患者,其中4例应用倾向评分匹配(PSM),报告年龄从56.8岁到79岁不等。与TZP-VAN相比,TZP-TEI方案与AKI发生率显著降低相关(优势比[OR] 0.52; 95%可信区间[CI] 0.30-0.89; p = 0.02; I2 = 51%)。AKI恢复(OR 0.68; 95% CI 0.41-1.12; p = 0.13; I2 = 0%)和30天全因死亡率(OR 1.34; 95% CI 0.77-2.32; p = 0.30; I2 = 0%)组间无统计学差异。按AKI严重程度(KDIGO 1-3期或RIFLE标准)分层的亚组分析显示,各阶段的方向性是一致的,在PSM和非PSM队列中没有观察到显著差异。结论:TZP-TEI联合用药与AKI的发生率明显低于TZP-VAN联合用药。需要进一步的研究来验证这些发现,优化TZP-TEI组合中替柯planin的剂量,并为高危住院患者的治疗药物监测提供信息。
{"title":"Comparative Risk of Acute Kidney Injury with Piperacillin-Tazobactam Plus Teicoplanin Versus Piperacillin-Tazobactam Plus Vancomycin: A Systematic Review and Meta-Analysis.","authors":"Shahd Mohammad, Haneen Ghazal, Wafaa Rahimeh, Maqsood Khan, Mosab Al Balas, Faris El-Dahiyat","doi":"10.1007/s40264-025-01611-z","DOIUrl":"10.1007/s40264-025-01611-z","url":null,"abstract":"<p><strong>Background: </strong>Piperacillin-tazobactam combined with vancomycin is widely employed for broad-spectrum empiric coverage but has been increasingly associated with acute kidney injury (AKI). The comparative renal safety of substituting vancomycin with teicoplanin remains uncertain.</p><p><strong>Objective: </strong>This meta-analysis aimed to evaluate renal outcomes between piperacillin-tazobactam plus teicoplanin (TZP-TEI) versus piperacillin-tazobactam plus vancomycin (TZP-VAN).</p><p><strong>Methods: </strong>PubMed, Scopus, and Cochrane Central were searched for studies comparing TZP-TEI versus TZP-VAN in hospitalized patients. The primary outcome was AKI incidence, defined by Kidney disease: Improving global outcomes (KDIGO) or RIFLE (Risk of renal dysfunction, Injury to kidney, Failure or Loss of kidney function, and End-stage kidney disease) criteria. Data were analyzed using Review Manager, with heterogeneity assessed via the I<sup>2</sup> statistic.</p><p><strong>Results: </strong>A total of 908 patients were included from five cohort studies, four of which applied propensity-score matching (PSM), with reported ages ranging from 56.8 to 79 years. The TZP-TEI regimen was associated with a significantly reduced rate of AKI compared with TZP-VAN (odds ratio [OR] 0.52; 95% confidence interval [CI] 0.30-0.89; p = 0.02; I<sup>2</sup> = 51%). No statistically significant differences were observed between groups for AKI recovery (OR 0.68; 95% CI 0.41-1.12; p = 0.13; I<sup>2</sup> = 0%) or for 30-day all-cause mortality (OR 1.34; 95% CI 0.77-2.32; p = 0.30; I<sup>2</sup> = 0%). Subgroup analyses stratified by AKI severity (KDIGO stages 1-3 or RIFLE criteria) demonstrated consistent directionality across stages, with no significant differences observed within PSM or non-PSM cohorts.</p><p><strong>Conclusion: </strong>The TZP-TEI combination was associated with a significantly lower incidence of AKI than was TZP-VAN. Further studies are warranted to validate these findings, optimize teicoplanin dosing within the TZP-TEI combination, and inform therapeutic drug monitoring implementation in high-risk hospitalized patients.</p>","PeriodicalId":11382,"journal":{"name":"Drug Safety","volume":" ","pages":"291-302"},"PeriodicalIF":3.8,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145052440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Evaluation of Transformer Models for the Detection of Adverse Drug Events: A Benchmark Study Using Dutch Free-Text Documents of Hospitalized Patients. 评估变压器模型对药物不良事件的检测:一项基于住院患者荷兰自由文本文件的基准研究。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-02-22 DOI: 10.1007/s40264-026-01655-9
Rachel M Murphy, Nishant Mishra, Nicolette F de Keizer, Dave A Dongelmans, Kitty J Jager, Ameen Abu-Hanna, Joanna E Klopotowska, Iacer Calixto
<p><strong>Introduction: </strong>Adverse drug events (ADEs) are a leading cause of preventable patient harm in hospitals. Because they are often recorded only in clinical free-text documents, retrieval and quantification are significantly limited. Automating ADE detection with natural language processing (NLP) is promising. Recent work shows that bidirectional encoder representations from transformers (BERT)-based models outperform bidirectional long short-term memory (Bi-LSTM) models and even larger generative pretrained transformers while being more computationally efficient. However, most ADE-NLP research focuses on the English language, often applies metrics less suitable for rare outcomes such as ADEs, and lacks external validation.</p><p><strong>Objectives: </strong>To evaluate four transformer models for the detection of ADEs by reusing Dutch clinical free-text documents and create a benchmark with realistic clinical scenarios, appropriate performance measures, and external validation.</p><p><strong>Methods: </strong>We used three anonymized datasets: (1) Dutch ADE corpus with 102 densely annotated progress notes of patients admitted to the intensive care unit (ICU) from one Dutch academic hospital, (2) ICU AKI corpus with 411 sparsely annotated ICU notes from the same hospital, and (3) WINGS corpus with 100 discharge letters of internal medicine patients from two Dutch non-academic hospitals, labeled for ADE presence. A Bi-LSTM model and four transformer-based Dutch or multilingual encoder models (BERTje, RobBERT-base, MedRoBERTa.nl, NuNER) were trained for named entity recognition (NER) and relation classification (RC) using the Dutch ADE corpus. We used fivefold cross validation with 60%/20%/20% train/validation/test splits and performed hyperparameter tuning on the first fold for NER and across all folds for RC. We evaluated our ADE RC models internally using gold standard (two-step task) and predicted entities (end-to-end task). In addition, all models were externally validated using WINGS Corpus on detecting ADEs at the document level. We report both micro- and macro-averaged F1 scores, to account for ADE rarity.</p><p><strong>Results: </strong>In our internal validation, MedRoBERTa.nl achieved the best performance, with macro-averaged F1 score of 0.63 using gold standard entities and 0.62 using predicted entities, while all models reached micro-averaged F1 scores ± 0.99. MedRoBERTa.nl also performed the best in our external validation, with recall range 0.67-0.74 using predicted entities (end-to-end task), meaning that between 67% and 74% of discharge letters with ADEs were detected.</p><p><strong>Conclusions: </strong>The Dutch domain-specific MedRoBERTa.nl showed the best performance in detecting ADEs in Dutch clinical texts, and in line with previous studies in English language settings, outperformed Bi-LSTM. The inclusion of external validation highlights its generalization potential. Our findings also underline the need for fu
药物不良事件(ADEs)是医院中可预防的患者伤害的主要原因。由于它们通常只记录在临床自由文本文件中,检索和量化受到严重限制。用自然语言处理(NLP)自动检测ADE是很有前途的。最近的研究表明,基于变压器(BERT)模型的双向编码器表示优于双向长短期记忆(Bi-LSTM)模型和更大的生成预训练变压器,同时计算效率更高。然而,大多数ADE-NLP研究都集中在英语语言上,通常使用不太适合罕见结果(如ADEs)的指标,并且缺乏外部验证。目的:通过重用荷兰临床自由文本文档,评估四种用于检测ADEs的变压器模型,并创建具有现实临床场景、适当性能指标和外部验证的基准。方法:我们使用了三个匿名数据集:(1)荷兰语ADE语料库,包含一家荷兰学术医院重症监护病房(ICU)入住患者的102个密集注释的进度记录;(2)ICU AKI语料库,包含来自同一家医院的411个稀疏注释的ICU记录;(3)WINGS语料库,包含来自两家荷兰非学术医院的100个内科患者的出院信,标记为存在ADE。一个Bi-LSTM模型和四个基于转换器的荷兰语或多语言编码器模型(BERTje, robert -base, MedRoBERTa)。nl, NuNER)使用荷兰ADE语料库训练命名实体识别(NER)和关系分类(RC)。我们使用了60%/20%/20%训练/验证/测试分割的五重交叉验证,并对NER的第一层和RC的所有层进行了超参数调优。我们使用金标准(两步任务)和预测实体(端到端任务)在内部评估我们的ADE RC模型。此外,使用WINGS语料库在文档级别检测ade,对所有模型进行外部验证。我们报告微观和宏观平均F1分数,以解释ADE的稀有性。结果:在我们的内部验证中,MedRoBERTa。nl模型表现最佳,使用金标准实体的宏观平均F1得分为0.63,使用预测实体的宏观平均F1得分为0.62,而所有模型的微观平均F1得分均为±0.99。MedRoBERTa。nl在我们的外部验证中也表现最好,使用预测实体(端到端任务)的召回范围为0.67-0.74,这意味着检测到67%至74%的ade出院信。结论:荷兰特定域的MedRoBERTa。nl在检测荷兰语临床文本中的ade方面表现最好,并且与先前在英语语言设置中的研究一致,优于Bi-LSTM。外部验证的包含突出了其泛化潜力。我们的研究结果还强调了进一步改进模型和使用适用于罕见结果(如ADEs)的绩效指标的必要性,因为微观平均F1分数与宏观平均F1分数相比会夸大绩效。我们为临床自由文本文档中基于nlp的ADE检测提供了一种稳健且具有临床意义的基准方法。我们的方法可以作为ADE领域未来NLP基准测试的指导。
{"title":"The Evaluation of Transformer Models for the Detection of Adverse Drug Events: A Benchmark Study Using Dutch Free-Text Documents of Hospitalized Patients.","authors":"Rachel M Murphy, Nishant Mishra, Nicolette F de Keizer, Dave A Dongelmans, Kitty J Jager, Ameen Abu-Hanna, Joanna E Klopotowska, Iacer Calixto","doi":"10.1007/s40264-026-01655-9","DOIUrl":"https://doi.org/10.1007/s40264-026-01655-9","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Introduction: &lt;/strong&gt;Adverse drug events (ADEs) are a leading cause of preventable patient harm in hospitals. Because they are often recorded only in clinical free-text documents, retrieval and quantification are significantly limited. Automating ADE detection with natural language processing (NLP) is promising. Recent work shows that bidirectional encoder representations from transformers (BERT)-based models outperform bidirectional long short-term memory (Bi-LSTM) models and even larger generative pretrained transformers while being more computationally efficient. However, most ADE-NLP research focuses on the English language, often applies metrics less suitable for rare outcomes such as ADEs, and lacks external validation.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Objectives: &lt;/strong&gt;To evaluate four transformer models for the detection of ADEs by reusing Dutch clinical free-text documents and create a benchmark with realistic clinical scenarios, appropriate performance measures, and external validation.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;We used three anonymized datasets: (1) Dutch ADE corpus with 102 densely annotated progress notes of patients admitted to the intensive care unit (ICU) from one Dutch academic hospital, (2) ICU AKI corpus with 411 sparsely annotated ICU notes from the same hospital, and (3) WINGS corpus with 100 discharge letters of internal medicine patients from two Dutch non-academic hospitals, labeled for ADE presence. A Bi-LSTM model and four transformer-based Dutch or multilingual encoder models (BERTje, RobBERT-base, MedRoBERTa.nl, NuNER) were trained for named entity recognition (NER) and relation classification (RC) using the Dutch ADE corpus. We used fivefold cross validation with 60%/20%/20% train/validation/test splits and performed hyperparameter tuning on the first fold for NER and across all folds for RC. We evaluated our ADE RC models internally using gold standard (two-step task) and predicted entities (end-to-end task). In addition, all models were externally validated using WINGS Corpus on detecting ADEs at the document level. We report both micro- and macro-averaged F1 scores, to account for ADE rarity.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;In our internal validation, MedRoBERTa.nl achieved the best performance, with macro-averaged F1 score of 0.63 using gold standard entities and 0.62 using predicted entities, while all models reached micro-averaged F1 scores ± 0.99. MedRoBERTa.nl also performed the best in our external validation, with recall range 0.67-0.74 using predicted entities (end-to-end task), meaning that between 67% and 74% of discharge letters with ADEs were detected.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusions: &lt;/strong&gt;The Dutch domain-specific MedRoBERTa.nl showed the best performance in detecting ADEs in Dutch clinical texts, and in line with previous studies in English language settings, outperformed Bi-LSTM. The inclusion of external validation highlights its generalization potential. Our findings also underline the need for fu","PeriodicalId":11382,"journal":{"name":"Drug Safety","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2026-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147270062","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Drug Safety
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1