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Exploring the Reliability of Detecting Drug-Drug Interactions that Increase the Risk of Gestational Diabetes in Adverse Event Reporting Systems. 探索在不良事件报告系统中检测增加妊娠糖尿病风险的药物-药物相互作用的可靠性。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-02-01 Epub Date: 2025-09-02 DOI: 10.1007/s40264-025-01607-9
Robiyanto Robiyanto, Jim W Barrett, Lovisa Sandberg, Boukje C Raemaekers, G Niklas Norén, Catharina C M Schuiling-Veninga, Eelko Hak, Eugène P van Puijenbroek

Background: Adverse event reporting systems are an important source of safety signals for drug use in pregnancy, but their usefulness in the identification of potential drug-drug interactions (DDIs) remains unclear.

Objective: Our objective was to explore the reliability of signal detection for pharmacokinetic DDIs during pregnancy in adverse event reporting systems, focusing on potential interactions between antipsychotics (APs) or antidepressants (ADs) and drugs modifying cytochrome P450 (CYP450) activity, increasing the occurrence of gestational diabetes mellitus (GDM).

Methods: Reports related to the use of drugs during pregnancy were identified in VigiBase, the World Health Organization (WHO) global database of adverse event reports. Potential interacting drugs were selected based on WHO Drug Standardised Drug Groupings for CYP450 isoenzymes involved in the metabolic pathway of the AP or AD of interest. We conducted statistical interaction analysis using the omega disproportionality measure and including concomitant medication to identify potential DDIs, followed by a case series review for supporting evidence. Evaluation was subjective by author consensus.

Results: Of the 30 drug-drug-event combinations considered, statistical signals emerged for escitalopram, citalopram, and sertraline and the simultaneous use of CYP2D6 inhibitors with a higher relative reporting rate of GDM. However, case series review of reports did not support the existence of these DDIs because of uncertainties regarding the actual timing of medication use reported as concomitant.

Conclusion: Statistical signals of DDIs between ADs and potential interacting drugs during pregnancy were identified but not pursued further after case reviews. Uncertainty around medication use and event timing affected the reliability of the outcomes. These findings highlight the need to validate signals using detailed report data and stress the importance of accurate medication reporting.

背景:不良事件报告系统是妊娠期用药安全信号的重要来源,但其在识别潜在药物-药物相互作用(ddi)方面的用途尚不清楚。目的:探讨不良事件报告系统中妊娠期ddi药代动力学信号检测的可靠性,重点关注抗精神病药(APs)或抗抑郁药(ADs)与改变细胞色素P450 (CYP450)活性的药物之间潜在的相互作用,增加妊娠期糖尿病(GDM)的发生。方法:在世界卫生组织(WHO)全球不良事件报告数据库VigiBase中识别与妊娠期间药物使用相关的报告。根据WHO药物标准化药物分组,选择可能与AP或AD代谢途径相关的CYP450同工酶的相互作用药物。我们使用omega歧化测量法进行统计交互分析,并包括伴随用药来识别潜在的ddi,随后进行病例系列回顾以支持证据。评价是主观的作者共识。结果:在所考虑的30种药物-事件联合用药中,艾司西酞普兰、西酞普兰和舍曲林同时使用CYP2D6抑制剂出现统计学信号,GDM的相对报告率较高。然而,对报告的病例系列审查并不支持这些ddi的存在,因为报道的伴随用药的实际时间存在不确定性。结论:妊娠期ad与潜在相互作用药物之间ddi的统计信号已确定,但在病例回顾后未进一步探讨。药物使用和事件发生时间的不确定性影响了结果的可靠性。这些发现强调了使用详细报告数据验证信号的必要性,并强调了准确用药报告的重要性。
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引用次数: 0
Characteristics and Risk Factors of Medication Incidents Across Stages of Medication Management in Residential Aged Care: A Longitudinal Cohort Study of 5700 Reported Incidents. 住院老年护理用药管理各阶段用药事件的特征及危险因素:5700例报告事件的纵向队列研究
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-02-01 Epub Date: 2025-09-06 DOI: 10.1007/s40264-025-01602-0
S Sandun M Silva, Nasir Wabe, Magdalena Z Raban, Amy D Nguyen, Guogui Huang, Ying Xu, Crisostomo Mercado, Desiree C Firempong, Johanna I Westbrook

Background: Problems with medication management are consistently identified as key concerns for the quality of residential aged care (RAC). Incident reports can provide valuable information on key issues related to medication management; however, few studies have explored medication incidents in RAC settings.

Objectives: To investigate the characteristics of medication incidents at different stages of medication management and identify the risk factors associated with incidents.

Methods: A retrospective longitudinal cohort study was conducted using medication incidence data from 25 RAC facilities in New South Wales, Australia. All medication incidents between 1 July 2014 and 31 August 2021 relating to 5709 aged care residents aged ≥ 65 years were included. The outcome measure was the medication incidence rate (IR), quantified as the number of medication incidents per 1000 resident days. A multilevel Poisson regression model was performed to identify risk factors associated with exposure to medication incidents.

Results: A total of 5708 medication incidents were analysed. The overall medication IR was 1.81 per 1000 resident days (95% CI 1.76, 1.86). Of 5709 residents, 35% (n = 2016) had at least one recorded medication incident, of which 1095 (> 50%) had more than one. The majority of the incidents were associated with medication administration (3023 incidents, 53%), followed by supply (n = 1546, 27%) and monitoring the response to the medication (n = 548, 9.6%). The outcome of the incident on residents was reported in 5165 (90%) incidents, with 724 (14%) requiring the resident to be monitored by the hospital, general practitioner (GP), or staff. Respite admissions were associated with a higher risk of medication incidents including potentially harmful incidents, compared with permanent admissions (rate ratio (RR) = 1.908, 95% CI 1.646, 2.211, p < 0.01). Residents with Parkinson's disease had a 1.5-fold greater risk of a medication incident (RR = 1.586, 95% CI 1.318, 1.908) compared with residents without Parkinson's. The administration of more than five medications (polypharmacy) was associated with an increased risk of medication incidents (RR = 2.019, 95% CI 1.930, 2.111).

Conclusions: Medication incidents affected more than one-third of older adults in RAC facilities. Improvement strategies should focus on medication administration, supply and monitoring, with particular attention given to respite residents and those with multimorbidity and polypharmacy.

背景:药物管理问题一直被认为是住宅老年护理(RAC)质量的关键问题。事件报告可以提供与药物管理相关的关键问题的宝贵信息;然而,很少有研究探讨RAC环境中的药物事件。目的:了解不同用药管理阶段的用药事件特点,并找出与用药事件相关的危险因素。方法:对澳大利亚新南威尔士州25家RAC机构的用药发生率数据进行回顾性纵向队列研究。纳入了2014年7月1日至2021年8月31日期间涉及5709名年龄≥65岁的老年护理居民的所有用药事件。结局指标为用药发生率(IR),量化为每1000住院日的用药事件数。采用多水平泊松回归模型确定与用药事件暴露相关的危险因素。结果:共分析5708例用药事件。总体用药IR为1.81 / 1000住客日(95% CI 1.76, 1.86)。在5709名居民中,35% (n = 2016)至少有一次记录的用药事件,其中1095人(50%)有一次以上的用药事件。大多数事件与给药有关(3023例,53%),其次是供应(n = 1546, 27%)和监测对药物的反应(n = 548, 9.6%)。在5165起(90%)事件中报告了对居民的事件结果,其中724起(14%)需要医院、全科医生(GP)或工作人员对居民进行监测。与长期住院相比,暂住院与包括潜在有害事件在内的较高用药事件风险相关(比率比(RR) = 1.908, 95% CI 1.646, 2.211, p < 0.01)。与没有帕金森病的居民相比,患有帕金森病的居民发生药物事件的风险高出1.5倍(RR = 1.586, 95% CI 1.318, 1.908)。使用5种以上药物(多药)与用药事件风险增加相关(RR = 2.019, 95% CI 1.930, 2.111)。结论:药物事件影响了RAC设施中超过三分之一的老年人。改进策略应侧重于药物管理、供应和监测,特别注意喘息期居民和多病多药患者。
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引用次数: 0
VigiBase: Resource Profile Update with a Summary of Global Patterns and Trends in Adverse Event Reports for Medicines and Vaccines. VigiBase:资源概况更新,总结了药物和疫苗不良事件报告的全球模式和趋势。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-30 DOI: 10.1007/s40264-025-01642-6
Judith S Brand, Oskar Gauffin, Daniele Sartori, Michele Fusaroli, Helena Sköld, Tomas Bergvall, Lovisa Sandberg, Magnus Wallberg, Peter Hjelmström, G Niklas Norén

VigiBase, the WHO global database of adverse event reports for medicines and vaccines, receives information on suspected adverse effects of medicinal products from countries, regions and territories that are members of the WHO Programme for International Drug Monitoring. The database serves as a global resource for pharmacovigilance signal management and scientific development. Its initial establishment through the programme in 1968 has also contributed to the international harmonisation of adverse event report data. As of 31 December 2024, the database includes over 40 million individual case reports coded in standard terminologies (WHODrug and MedDRA®). These reports, of which ~ 80% relate to medicines and ~ 20% to vaccines, come from over 160 countries. This profile paper aims to provide an update on the database infrastructure including data capture, management and analysis tools. It also presents a summary of global patterns and trends of key report characteristics, as well as strengths and limitations of the data to offer context to users and the global pharmacovigilance community.

VigiBase是世卫组织药品和疫苗不良事件报告全球数据库,它从作为世卫组织国际药物监测规划成员的国家、区域和领土接收关于药品疑似不良反应的信息。该数据库是药物警戒信号管理和科学发展的全球资源。它于1968年通过规划初步建立,也促进了不良事件报告数据的国际统一。截至2024年12月31日,该数据库包括以标准术语(WHODrug和MedDRA®)编码的4000多万例个案报告。这些报告来自160多个国家,其中约80%与药物有关,约20%与疫苗有关。本文旨在提供数据库基础设施的更新,包括数据捕获、管理和分析工具。它还概述了报告主要特征的全球模式和趋势,以及数据的优势和局限性,以便为用户和全球药物警戒界提供背景。
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引用次数: 0
Physician Awareness of FDA's Relaxation of REMS-Required Laboratory Testing Requirements and Changes in Prescribing Practices During the COVID-19 Pandemic. 医生对FDA放宽rem - required实验室测试要求和COVID-19大流行期间处方实践变化的认识。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-28 DOI: 10.1007/s40264-025-01634-6
Catherine S Hwang, Zhigang Lu, Massimiliano Russo, Heidi Zakoul, Gita A Toyserkani, Esther H Zhou, Cynthia LaCivita, Gerald J Dal Pan, Aaron S Kesselheim, Ameet Sarpatwari

Background: The US Food and Drug Administration (FDA) requires pharmaceutical manufacturers to implement Risk Evaluation and Mitigation Strategy (REMS) programs for certain medications that carry serious safety risks. One possible REMS requirement is routine monitoring via laboratory tests. However, in March 2020, the FDA issued a temporary enforcement discretion policy enabling prescribers to apply medical judgment for completing REMS-required laboratory testing.

Objective: We aimed to assess whether physicians were aware of the FDA's temporary policy and if they changed their laboratory testing practices during the coronavirus disease 2019 pandemic.

Methods: We designed a survey of US physicians prescribing one of seven medications: ambrisentan, bosentan, clozapine, isotretinoin, lenalidomide, pomalidomide, and thalidomide. The study was conducted over two waves, May 2022 to October 2022 and October 2022 to January 2023. Multivariable logistic regression modeling was used to examine predictors of each outcome.

Results: The combined response rate between the two waves of survey administration was 21%. Among 949 physician respondents, 438 (47%; 927 question respondents) reported awareness and 192 (21%; 926 question respondents) reported changing practices. Among the 438 physicians who reported awareness, 176 (40%) reported changing practices. Characteristics associated with awareness included sex (female vs male, odds ratio [OR] = 1.92, 95% confidence interval [CI] 1.37-2.69); recency of medical school graduation (25-34 vs ≤ 15 years, OR = 0.50, 95% CI 0.31-0.81); practice setting (academic hospital vs outpatient group, OR = 0.58, 95% CI 0.37-0.88); prescribing experience (≥ 21 vs ≤10 patients, OR = 2.92, 95% CI 2.06-4.14); and timing of survey completion (wave 2 vs wave 1, OR = 0.47, 95% CI 0.34-0.66). Characteristics associated with practice changes included race (Asian vs White, OR = 0.62, 95% CI 0.38-0.99) and awareness of FDA's policy (yes vs no, OR = 14.07, 95% CI 7.93-24.96), in addition to sex (female vs male, OR = 1.99, 95% CI 1.31-3.01), recency of medical school graduation (≥  35 vs <  15 years: OR = 0.53, 95% CI 0.30-0.93), and timing of survey completion (wave 2 vs wave 1: OR = 0.58, 95% CI 0.34-0.99).

Conclusions: Although policy awareness was correlated with laboratory practice changes, fewer than half of physicians who were aware of the FDA's policy reported changing their practices.

背景:美国食品和药物管理局(FDA)要求制药商对某些具有严重安全风险的药物实施风险评估和缓解策略(REMS)计划。REMS的一个可能要求是通过实验室测试进行常规监测。然而,在2020年3月,FDA发布了一项临时执法自由裁量权政策,使处方者能够为完成rems要求的实验室测试申请医学判断。目的:我们旨在评估医生是否了解FDA的临时政策,以及他们是否在2019年冠状病毒病大流行期间改变了实验室检测实践。方法:我们设计了一项调查,调查了美国医生开的七种药物之一:安布里森坦、波生坦、氯氮平、异维甲酸、来那度胺、泊马度胺和沙利度胺。这项研究分两波进行,分别是2022年5月至2022年10月和2022年10月至2023年1月。采用多变量logistic回归模型检验各结果的预测因子。结果:两波调查管理的总有效率为21%。在949名医生受访者中,438名(47%;927名问题受访者)报告意识到这一点,192名(21%;926名问题受访者)报告改变了做法。在438名报告意识到这一点的医生中,176名(40%)报告改变了做法。与意识相关的特征包括性别(女性vs男性,优势比[OR] = 1.92, 95%可信区间[CI] 1.37-2.69);医学院毕业率(25-34年vs≤15年,OR = 0.50, 95% CI 0.31-0.81);实践环境(学术医院vs门诊组,OR = 0.58, 95% CI 0.37-0.88);处方经验(≥21 vs≤10例,OR = 2.92, 95% CI 2.06-4.14);和调查完成时间(第二波vs第一波,OR = 0.47, 95% CI 0.34-0.66)。与实践改变相关的特征包括种族(亚洲人vs白人,OR = 0.62, 95% CI 0.38-0.99)和对FDA政策的认识(是vs否,OR = 14.07, 95% CI 7.93-24.96),此外还有性别(女性vs男性,OR = 1.99, 95% CI 1.31-3.01),医学院毕业率(≥35 vs < 15年:OR = 0.53, 95% CI 0.30-0.93),以及完成调查的时间(第二波vs第一波:OR = 0.58, 95% CI 0.34-0.99)。结论:尽管政策意识与实验室实践变化相关,但了解FDA政策的医生中只有不到一半的人报告改变了他们的实践。
{"title":"Physician Awareness of FDA's Relaxation of REMS-Required Laboratory Testing Requirements and Changes in Prescribing Practices During the COVID-19 Pandemic.","authors":"Catherine S Hwang, Zhigang Lu, Massimiliano Russo, Heidi Zakoul, Gita A Toyserkani, Esther H Zhou, Cynthia LaCivita, Gerald J Dal Pan, Aaron S Kesselheim, Ameet Sarpatwari","doi":"10.1007/s40264-025-01634-6","DOIUrl":"https://doi.org/10.1007/s40264-025-01634-6","url":null,"abstract":"<p><strong>Background: </strong>The US Food and Drug Administration (FDA) requires pharmaceutical manufacturers to implement Risk Evaluation and Mitigation Strategy (REMS) programs for certain medications that carry serious safety risks. One possible REMS requirement is routine monitoring via laboratory tests. However, in March 2020, the FDA issued a temporary enforcement discretion policy enabling prescribers to apply medical judgment for completing REMS-required laboratory testing.</p><p><strong>Objective: </strong>We aimed to assess whether physicians were aware of the FDA's temporary policy and if they changed their laboratory testing practices during the coronavirus disease 2019 pandemic.</p><p><strong>Methods: </strong>We designed a survey of US physicians prescribing one of seven medications: ambrisentan, bosentan, clozapine, isotretinoin, lenalidomide, pomalidomide, and thalidomide. The study was conducted over two waves, May 2022 to October 2022 and October 2022 to January 2023. Multivariable logistic regression modeling was used to examine predictors of each outcome.</p><p><strong>Results: </strong>The combined response rate between the two waves of survey administration was 21%. Among 949 physician respondents, 438 (47%; 927 question respondents) reported awareness and 192 (21%; 926 question respondents) reported changing practices. Among the 438 physicians who reported awareness, 176 (40%) reported changing practices. Characteristics associated with awareness included sex (female vs male, odds ratio [OR] = 1.92, 95% confidence interval [CI] 1.37-2.69); recency of medical school graduation (25-34 vs ≤ 15 years, OR = 0.50, 95% CI 0.31-0.81); practice setting (academic hospital vs outpatient group, OR = 0.58, 95% CI 0.37-0.88); prescribing experience (≥ 21 vs ≤10 patients, OR = 2.92, 95% CI 2.06-4.14); and timing of survey completion (wave 2 vs wave 1, OR = 0.47, 95% CI 0.34-0.66). Characteristics associated with practice changes included race (Asian vs White, OR = 0.62, 95% CI 0.38-0.99) and awareness of FDA's policy (yes vs no, OR = 14.07, 95% CI 7.93-24.96), in addition to sex (female vs male, OR = 1.99, 95% CI 1.31-3.01), recency of medical school graduation (≥  35 vs <  15 years: OR = 0.53, 95% CI 0.30-0.93), and timing of survey completion (wave 2 vs wave 1: OR = 0.58, 95% CI 0.34-0.99).</p><p><strong>Conclusions: </strong>Although policy awareness was correlated with laboratory practice changes, fewer than half of physicians who were aware of the FDA's policy reported changing their practices.</p>","PeriodicalId":11382,"journal":{"name":"Drug Safety","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2026-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146060999","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
Assessing the Use of Medical Insurance Claims and Electronic Health Records to Measure COVID-19 Vaccination During Pregnancy. 评估使用医疗保险索赔和电子健康记录来衡量怀孕期间COVID-19疫苗接种情况。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-26 DOI: 10.1007/s40264-025-01641-7
Matthew M Coates, Stacey L Rowe, Sheena G Sullivan, Flor M Munoz, Onyebuchi A Arah, Annette K Regan

Introduction: The safety and effectiveness of COVID-19 vaccination during pregnancy are commonly assessed using administrative health records, which may misclassify vaccine exposures.

Objective: The aim of this study was to compare the capture of COVID-19 vaccines in commercial insurance claims records and electronic health records (EHR) before and during pregnancy in a cohort in the United States and demonstrate the implications of observed misclassification on vaccine safety and effectiveness estimates.

Methods: Analysis of de-identified data from the Optum Labs Data Warehouse (OLDW) included pregnancies ending after December 11, 2020, and beginning before January 1, 2023, among people aged 15-54 years who were continuously enrolled in health insurance and had EHR data available. We compared the capture of COVID-19 vaccines from insurance claims and EHR databases to the combined and deduplicated doses using clinical procedure and drug codes, assessing records over time and by gestational age, dose number, vaccine manufacturer, and socioeconomic variables.

Results: For 29,663 eligible pregnancies, we identified 25,124 COVID-19 vaccine doses (87% in claims and 35% in EHR). About 44% had received one or more doses of a COVID-19 vaccine before or during pregnancy in the combined data, compared with 41% in the insurance claims data and 16% in the EHR data. Records of vaccination relative to the combined data improved in the claims data and declined in the EHR data over time. Vaccine manufacturer information from records without procedure codes in EHR data was unreliable, and a greater proportion of combined doses were recorded in EHR when the cohort was restricted to people with more frequent EHR encounters. The magnitudes of exposure misclassification observed, particularly in EHR data, could substantially bias estimates of vaccine effectiveness and safety.

Conclusions: Insurance claims data captured a larger proportion of COVID-19 vaccine doses than EHR data, and this proportion increased over time. Combining data from multiple administrative health records sources can improve COVID-19 vaccine measurement before and during pregnancy and may be important to reduce bias in studies of vaccine effects.

导语:妊娠期间COVID-19疫苗接种的安全性和有效性通常使用行政健康记录进行评估,这可能会对疫苗暴露进行错误分类。目的:本研究的目的是比较美国一个队列在怀孕前和怀孕期间商业保险索赔记录和电子健康记录(EHR)中捕获的COVID-19疫苗,并证明观察到的错误分类对疫苗安全性和有效性估计的影响。方法:分析来自Optum实验室数据仓库(OLDW)的去识别数据,包括在2020年12月11日之后结束至2023年1月1日之前开始的怀孕,这些孕妇年龄在15-54岁之间,持续参加健康保险并有电子健康档案数据。我们使用临床程序和药物代码比较了从保险索赔和电子病历数据库中获取的COVID-19疫苗与合并和重复剂量的疫苗,并根据胎龄、剂量、疫苗制造商和社会经济变量评估了随时间推移的记录。结果:在29,663例符合条件的妊娠中,我们确定了25,124剂COVID-19疫苗(87%为索赔,35%为电子病历)。在综合数据中,约44%的人在怀孕前或怀孕期间接种了一剂或多剂COVID-19疫苗,而保险索赔数据中的这一比例为41%,电子病历数据中的这一比例为16%。随着时间的推移,与合并数据相关的疫苗接种记录在索赔数据中有所改善,而在电子病历数据中有所下降。电子病历数据中没有程序代码记录的疫苗制造商信息不可靠,当队列限于更频繁接触电子病历的人群时,电子病历中记录的联合剂量比例更大。观察到的暴露程度错误分类,特别是在电子病历数据中,可能会严重影响疫苗有效性和安全性的估计。结论:保险索赔数据比电子病历数据捕获了更大比例的COVID-19疫苗剂量,并且这一比例随着时间的推移而增加。结合多个行政卫生记录来源的数据可以改善妊娠前和妊娠期间的COVID-19疫苗测量,可能对减少疫苗效果研究的偏倚很重要。
{"title":"Assessing the Use of Medical Insurance Claims and Electronic Health Records to Measure COVID-19 Vaccination During Pregnancy.","authors":"Matthew M Coates, Stacey L Rowe, Sheena G Sullivan, Flor M Munoz, Onyebuchi A Arah, Annette K Regan","doi":"10.1007/s40264-025-01641-7","DOIUrl":"https://doi.org/10.1007/s40264-025-01641-7","url":null,"abstract":"<p><strong>Introduction: </strong>The safety and effectiveness of COVID-19 vaccination during pregnancy are commonly assessed using administrative health records, which may misclassify vaccine exposures.</p><p><strong>Objective: </strong>The aim of this study was to compare the capture of COVID-19 vaccines in commercial insurance claims records and electronic health records (EHR) before and during pregnancy in a cohort in the United States and demonstrate the implications of observed misclassification on vaccine safety and effectiveness estimates.</p><p><strong>Methods: </strong>Analysis of de-identified data from the Optum Labs Data Warehouse (OLDW) included pregnancies ending after December 11, 2020, and beginning before January 1, 2023, among people aged 15-54 years who were continuously enrolled in health insurance and had EHR data available. We compared the capture of COVID-19 vaccines from insurance claims and EHR databases to the combined and deduplicated doses using clinical procedure and drug codes, assessing records over time and by gestational age, dose number, vaccine manufacturer, and socioeconomic variables.</p><p><strong>Results: </strong>For 29,663 eligible pregnancies, we identified 25,124 COVID-19 vaccine doses (87% in claims and 35% in EHR). About 44% had received one or more doses of a COVID-19 vaccine before or during pregnancy in the combined data, compared with 41% in the insurance claims data and 16% in the EHR data. Records of vaccination relative to the combined data improved in the claims data and declined in the EHR data over time. Vaccine manufacturer information from records without procedure codes in EHR data was unreliable, and a greater proportion of combined doses were recorded in EHR when the cohort was restricted to people with more frequent EHR encounters. The magnitudes of exposure misclassification observed, particularly in EHR data, could substantially bias estimates of vaccine effectiveness and safety.</p><p><strong>Conclusions: </strong>Insurance claims data captured a larger proportion of COVID-19 vaccine doses than EHR data, and this proportion increased over time. Combining data from multiple administrative health records sources can improve COVID-19 vaccine measurement before and during pregnancy and may be important to reduce bias in studies of vaccine effects.</p>","PeriodicalId":11382,"journal":{"name":"Drug Safety","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146050937","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
Risk of Cancer Comparing Warfarin and Direct Oral Anticoagulants: Population-Based Cohort Studies in England and Hong Kong. 比较华法林和直接口服抗凝剂的癌症风险:英国和香港的人群队列研究。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-19 DOI: 10.1007/s40264-025-01645-3
Zixuan Wang, Qiuyan Yu, Julian Matthewman, John Tazare, Sara Benitez Majano, Jeremy Brown, Ka Shing Cheung, Celine S L Chui, Esther W Y Chan, Krishnan Bhaskaran, Ian C K Wong, Ian J Douglas, Angel Y S Wong

Background: Previous evidence suggests a potential protective effect of warfarin against cancer, compared to non-users. However, it may be prone to immortal time bias and residual confounding.

Objective: We aimed to examine the association between cancer and warfarin, compared with active comparator (direct oral anticoagulants).

Methods: We conducted studies using population-based databases from England and Hong Kong to investigate the association between warfarin and hazard of cancer using a new-user active-comparator cohort design. People with atrial fibrillation aged ≥ 18 years who had first received anticoagulant treatment during 01/01/2011-31/12/2019 were involved.

Results: No evidence supported the association between warfarin and hazard of overall cancer, compared with direct oral anticoagulants in both settings (England: hazard ratio [HR] = 1.03, 95% confidence interval [CI] 0.94-1.13; Hong Kong: HR = 0.89, 95% CI 0.79-1.01). A lower hazard of female breast (HR = 0.49, 95% CI 0.30-0.79), ovarian (HR = 0.07, 95% CI 0.01-0.58), and pancreatic (HR = 0.46, 95% CI 0.22-0.96) cancers and a higher hazard of kidney cancer (HR = 3.57, 95% CI 1.64-7.76) were found in Hong Kong, comparing warfarin with direct oral anticoagulants, but these were not replicated in England.

Conclusions: This study does not find a protective effect of warfarin against cancer versus direct oral anticoagulants. The risks of site-specific cancers including pancreatic, kidney, and sex-specific cancers between oral anticoagulants shown in the Hong Kong setting only may require further investigation in other independent datasets.

背景:先前的证据表明,与不使用华法林的人相比,华法林对癌症有潜在的保护作用。然而,它可能容易产生不朽的时间偏差和残余混淆。目的:我们旨在研究华法林与活性比较剂(直接口服抗凝剂)之间的癌症关系。方法:我们使用来自英国和香港的基于人群的数据库进行研究,使用新用户主动比较队列设计来调查华法林与癌症危险之间的关系。纳入2011年1月1日至2019年12月31日期间首次接受抗凝治疗的≥18岁房颤患者。结果:在两种情况下,与直接口服抗凝剂相比,没有证据支持华法林与总体癌症风险之间的关联(英国:风险比[HR] = 1.03, 95%可信区间[CI] 0.94-1.13;香港:HR = 0.89, 95% CI 0.79-1.01)。与直接口服抗凝剂相比,在香港发现女性乳腺癌(HR = 0.49, 95% CI 0.30-0.79)、卵巢癌(HR = 0.07, 95% CI 0.01-0.58)和胰腺癌(HR = 0.46, 95% CI 0.22-0.96)的风险较低,肾癌(HR = 3.57, 95% CI 1.64-7.76)的风险较高,但在英国没有得到相同的结果。结论:本研究未发现华法林与直接口服抗凝剂相比具有抗癌保护作用。口服抗凝剂之间发生部位特异性癌症(包括胰腺、肾脏和性别特异性癌症)的风险仅在香港地区显示,可能需要在其他独立数据集中进一步调查。
{"title":"Risk of Cancer Comparing Warfarin and Direct Oral Anticoagulants: Population-Based Cohort Studies in England and Hong Kong.","authors":"Zixuan Wang, Qiuyan Yu, Julian Matthewman, John Tazare, Sara Benitez Majano, Jeremy Brown, Ka Shing Cheung, Celine S L Chui, Esther W Y Chan, Krishnan Bhaskaran, Ian C K Wong, Ian J Douglas, Angel Y S Wong","doi":"10.1007/s40264-025-01645-3","DOIUrl":"https://doi.org/10.1007/s40264-025-01645-3","url":null,"abstract":"<p><strong>Background: </strong>Previous evidence suggests a potential protective effect of warfarin against cancer, compared to non-users. However, it may be prone to immortal time bias and residual confounding.</p><p><strong>Objective: </strong>We aimed to examine the association between cancer and warfarin, compared with active comparator (direct oral anticoagulants).</p><p><strong>Methods: </strong>We conducted studies using population-based databases from England and Hong Kong to investigate the association between warfarin and hazard of cancer using a new-user active-comparator cohort design. People with atrial fibrillation aged ≥ 18 years who had first received anticoagulant treatment during 01/01/2011-31/12/2019 were involved.</p><p><strong>Results: </strong>No evidence supported the association between warfarin and hazard of overall cancer, compared with direct oral anticoagulants in both settings (England: hazard ratio [HR] = 1.03, 95% confidence interval [CI] 0.94-1.13; Hong Kong: HR = 0.89, 95% CI 0.79-1.01). A lower hazard of female breast (HR = 0.49, 95% CI 0.30-0.79), ovarian (HR = 0.07, 95% CI 0.01-0.58), and pancreatic (HR = 0.46, 95% CI 0.22-0.96) cancers and a higher hazard of kidney cancer (HR = 3.57, 95% CI 1.64-7.76) were found in Hong Kong, comparing warfarin with direct oral anticoagulants, but these were not replicated in England.</p><p><strong>Conclusions: </strong>This study does not find a protective effect of warfarin against cancer versus direct oral anticoagulants. The risks of site-specific cancers including pancreatic, kidney, and sex-specific cancers between oral anticoagulants shown in the Hong Kong setting only may require further investigation in other independent datasets.</p>","PeriodicalId":11382,"journal":{"name":"Drug Safety","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145997597","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
Perspective on Better Access to Data and Data Integration in Pharmacovigilance: Information from a Focus Group. 药物警戒中更好地获取数据和整合数据的观点:来自焦点小组的信息。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-14 DOI: 10.1007/s40264-025-01646-2
Florence van Hunsel, Samantha Lane, Dawn Cooper, Taylor Aurelius, Amy Bobbins, Harriet Dickinson, Manfred Hauben, Denise Morris, Eugene van Puijenbroek, Alison Yeomans, Manal Younus, Saad Shakir

A focus group organised by the Drug Safety Research Unit (DSRU) International Working Group (IWG) on New Developments in Pharmacovigilance discussed current challenges and opportunities in pharmacovigilance (PV), emphasising the need for a multimodal approach in data analysis and accessibility of diverse data sources for drug safety surveillance. Nine participants, selected purposefully for their multisectoral expertise in PV, discussed the value of various data types, including data from clinical trials and real-world data (RWD), each offering distinct strengths and limitations. Key challenges identified included data standardisation, quality variability, technological barriers and ethical concerns, particularly with data derived from social media. Emerging tools such as knowledge graphs were highlighted for their potential to enhance data integration and signal detection, however further research is required. The group also addressed disparities in data access, with particular attention to regulatory restrictions, limited infrastructure in low-resource settings and restricted access to industry-held data. Proposed solutions included fostering greater data transparency, establishing secure data-sharing platforms and forming collaborative consortia to facilitate responsible and ethical data use. Overall, the discussion underscored the need for improved integration, access and methodological rigour to strengthen PV practices and enhance global drug safety monitoring.

由药物安全研究单位(DSRU)药物警戒新发展国际工作组(IWG)组织的焦点小组讨论了药物警戒(PV)当前的挑战和机遇,强调了在数据分析和药物安全监测不同数据源可及性方面采用多模式方法的必要性。九名与会者因其在PV方面的多部门专业知识而被有意挑选出来,他们讨论了各种数据类型的价值,包括来自临床试验的数据和真实世界的数据(RWD),每种数据都有各自的优势和局限性。确定的主要挑战包括数据标准化、质量可变性、技术障碍和道德问题,特别是来自社交媒体的数据。知识图谱等新兴工具因其增强数据集成和信号检测的潜力而受到重视,但还需要进一步研究。该小组还讨论了数据访问方面的差异,特别关注监管限制、资源匮乏环境下有限的基础设施以及对行业持有数据的限制访问。提出的解决方案包括提高数据透明度、建立安全的数据共享平台和组建协作联盟,以促进负责任和合乎道德的数据使用。总的来说,讨论强调需要改进整合、获取和方法严密性,以加强PV实践和加强全球药物安全监测。
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引用次数: 0
Unveiling the Limits of Anticholinergic Burden Scales: A Study of Adverse Drug Reactions in the French Pharmacovigilance Database. 揭示抗胆碱能负荷量表的极限:法国药物警戒数据库中药物不良反应的研究。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-13 DOI: 10.1007/s40264-025-01643-5
Pauline-Eva Pecquet, Julien Moragny, Valérie Gras, Pauline Schiro, Sylvine Pinel, Solène M Laville, Sophie Liabeuf

Background and hypothesis: The anticholinergic burden is the cumulative effect of drugs with anticholinergic properties and is typically measured using one of several anticholinergic scales. We hypothesised that these scales may not fully capture all the relevant adverse drug reactions (ADRs). By accessing the French national pharmacovigilance database (FPVD) and focusing on drug classes known to induce anticholinergic ADRs, the objectives of the present study were to describe the reported ADRs, characterise the drugs involved, and examine the drugs' classification within anticholinergic scales.

Methods: Cases were extracted from the FPVD (1985-2024) when the suspected drug (i) had a high anticholinergic score, according to one or more of 22 anticholinergic burden scales, or (ii) belonged to the same class as the drug identified in (i). The anticholinergic ADRs investigated were confusion, glaucoma, tachycardia, urinary retention, constipation, intestinal obstruction and mydriasis.

Results: Of the 101,365 cases reported in the FPVD, regarding the selected drugs, 9629 (9.5%) involved at least one anticholinergic ADR investigated. Patients who experienced at least one anticholinergic ADR had a median age of 61 years (interquartile range: 38-79), and the majority were women (58%). Confusion was the most frequently reported anticholinergic ADR (4603 cases, of which 81% were classified as serious), followed by tachycardia (n = 1541 cases, 70% serious), and urinary retention (1061 cases, 75% serious). It is noteworthy that 98% of the 561 reported cases of intestinal obstruction were classified as serious. The drug classes with the highest number of reports were (by far) anxiolytics, antidepressants, and antipsychotics. Some drugs linked to anticholinergic ADRs in the FPVD were not present in (or were assigned a low score by) commonly used anticholinergic scales, such as the Anticholinergic Cognitive Burden.

Conclusions: Anticholinergic ADRs affect both older and younger adults. The existing scoring systems might not fully capture the range of medications involved in real-world anticholinergic-related events.

背景与假设:抗胆碱能负荷是具有抗胆碱能特性的药物的累积效应,通常使用几种抗胆碱能量表中的一种来测量。我们假设这些量表可能不能完全捕获所有相关的药物不良反应(adr)。通过访问法国国家药物警戒数据库(FPVD)并关注已知引起抗胆碱能不良反应的药物类别,本研究的目的是描述报告的adr,描述所涉及的药物特征,并检查药物在抗胆碱能范围内的分类。方法:从FPVD(1985-2024)中提取疑似药物(i)根据22种抗胆碱能负担量表中的一种或多种抗胆碱能评分较高,或(ii)与(i)中鉴定的药物属于同一类别的病例。调查的抗胆碱能不良反应包括精神错乱、青光眼、心动过速、尿潴留、便秘、肠梗阻和瞳孔模糊。结果:在FPVD报告的101365例病例中,就所选药物而言,9629例(9.5%)至少涉及一种抗胆碱能药物不良反应。经历至少一次抗胆碱能不良反应的患者中位年龄为61岁(四分位数范围:38-79),大多数为女性(58%)。神志不清是最常见的抗胆碱能不良反应(4603例,其中重度81%),其次是心动过速(1541例,重度70%)和尿潴留(1061例,重度75%)。值得注意的是,在561例报告的肠梗阻病例中,98%为严重肠梗阻。到目前为止,报告数量最多的药物类别是抗焦虑药、抗抑郁药和抗精神病药。一些与FPVD中抗胆碱能不良反应相关的药物在常用的抗胆碱能量表(如抗胆碱能认知负担)中不存在(或被给予低评分)。结论:抗胆碱能药物不良反应对老年人和年轻人都有影响。现有的评分系统可能无法完全捕捉到现实世界中与抗胆碱能相关事件有关的药物范围。
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引用次数: 0
Evaluating COVID-19 Vaccine Masking and Unmasking Methods in Two National Pharmacovigilance Databases. 评估两个国家药物警戒数据库中COVID-19疫苗掩蔽和解掩蔽方法
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-07 DOI: 10.1007/s40264-025-01644-4
Oskar Rachwal, Mar Gutiérrez-Lobón, Nuria Sols Cueto, Araceli Nuñez Ventura, Cristina Fernández-Fernández, Florence P A M van Hunsel, Joep H G Scholl, María Gordillo-Marañón, Eugène P van Puijenbroek

Background: The COVID-19 mass vaccination led to a substantial increase in spontaneous reports submitted to pharmacovigilance (PV) databases, potentially introducing masking effects that could conceal safety signals.

Objectives: To examine the masking effect of COVID-19 vaccines on disproportionality analyses and to compare two unmasking interventions in the Dutch (Lareb database) and Spanish (Farmacovigilancia Española, Datos de Reacciones Adversas, FEDRA) national PV databases: removal of all drug-event combinations (DEC) involving a COVID-19 vaccine versus excluding influential outliers DECs only.

Methods: The masking effect was explored retrospectively on the basis of the number of signals of disproportionate reporting (SDR). DECs involving a COVID-19 vaccine were excluded using crude and outlier techniques, and reporting odds ratios were recalculated. Subsets of important medical events (IME) were analysed in both databases.

Results: Both crude and influential outlier removal methods led to reductions in the number of reports, DECs and SDRs. Both in the Lareb database and FEDRA, crude removal excluded 2.1% of DECs, while the outlier method excluded 0.1%. Crude removal had a greater impact on SDRs, reducing them by 9.8% in the Lareb database and 3.9% in FEDRA, compared with 5.7% and 1.1% with the outlier method. In the Lareb database, 1301 SDRs (20 IME-related) were unmasked using crude removal, and 1942 (95 IME-related) with the outlier method. FEDRA showed 1453 and 1226 SDRs unmasked, including 41 and 70 IME-related.

Conclusions: COVID-19 vaccines caused substantial masking in both databases. Both strategies effectively revealed new SDRs, though their impact varied. The choice of approach should be tailored to the database context.

背景:COVID-19大规模疫苗接种导致提交给药物警戒(PV)数据库的自发报告大幅增加,可能引入掩盖安全信号的掩盖效应。目的:研究COVID-19疫苗对歧化分析的掩盖效应,并比较荷兰(Lareb数据库)和西班牙(Farmacovigilancia Española, Datos de Reacciones Adversas, FEDRA)国家PV数据库中的两种揭露干预措施:去除涉及COVID-19疫苗的所有药物事件组合(DEC)与仅排除有影响的异常值DEC。方法:以不均衡报告(SDR)信号的数量为基础,回顾性探讨掩蔽效应。使用粗值和离群值技术排除涉及COVID-19疫苗的dec,并重新计算报告优势比。在两个数据库中分析重要医疗事件(IME)的子集。结果:粗糙的和有影响力的离群值去除方法都导致报告、DECs和sdr数量的减少。在Lareb数据库和FEDRA中,原油去除法排除了2.1%的DECs,而异常值法排除了0.1%。原油去除对sdr的影响更大,在Lareb数据库中降低了9.8%,在FEDRA中降低了3.9%,而在离群值方法中分别降低了5.7%和1.1%。在Lareb数据库中,1301个特别提款权(20个与时间相关)使用粗去除法被屏蔽,1942个(95个与时间相关)使用离群值法被屏蔽。FEDRA显示,1453和1226张sdr未被蒙面,其中41张和70张与ime相关。结论:COVID-19疫苗在两个数据库中都造成了严重的掩蔽。这两种策略都有效地揭示了新的特别提款权,尽管它们的影响各不相同。方法的选择应该根据数据库上下文进行调整。
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引用次数: 0
Standardizing and Comparing Management Recommendations for Potential Drug-Drug Interactions Across Different Interaction Checkers. 标准化和比较不同相互作用检查器对潜在药物相互作用的管理建议。
IF 3.8 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-05 DOI: 10.1007/s40264-025-01637-3
Lelio Crupi, Louis Letinier, Vianney Jouhet, Sébastien Cossin, Antoine Pariente, Clement Mathieu, Guillaume L Martin, François Konschelle, Julie Rouanet, Massimo Carollo, Gianluca Trifirò, Emanuela Esposito, Francesco Salvo

Background: Potential drug-drug interactions (pDDIs) are frequent in clinical care, particularly among older patients. Accurate identification and management of pDDIs are essential for patient safety. Prescribers often rely on interaction checkers (ICs) to screen for pDDIs. However, these tools may provide inconsistent recommendations, potentially leading to suboptimal clinical decisions.

Objective: This study aimed to develop a standardized approach for classifying and prioritizing pDDIs based on the clinical relevance of their management recommendations and to compare how these pDDIs are categorized across ICs.

Methods: A scale was developed through a structured iterative process to classify pDDIs into four management categories (high priority, intermediate priority, low priority, data unavailable), based on the management recommendations extracted from six ICs. This scale was applied to 218 real-world pDDIs identified from 1923 patients, and the agreement was primarily assessed using Gwet's AC1.

Main results: Overall agreement among the ICs was moderate (Gwet's AC1 = 0.44; 95% CI 0.39-0.50), with values ranging from 0.58 (0.51, 0.65) to 0.38 (0.31, 0.44) in leave-one-out analyses. The agreement was higher in binary analyses dichotomizing the scale into high- and intermediate-priority versus low-priority pDDIs (AC1 = 0.72; 95% CI 0.65-0.79), and in the classification of high-priority versus all other pDDIs (AC1 = 0.62; 95% CI 0.54-0.69).

Conclusion: This study developed and tested a structured approach to systematically compare pDDI management across ICs and prioritize clinically relevant interactions. Its application revealed a generally limited agreement between ICs, pointing to the need for harmonized approaches and further studies to support more consistent, evidence-aligned pDDI management.

背景:潜在的药物-药物相互作用(pddi)在临床护理中很常见,特别是在老年患者中。准确识别和管理pddi对患者安全至关重要。开处方者通常依靠相互作用检查器(ic)来筛查pddi。然而,这些工具可能提供不一致的建议,潜在地导致不理想的临床决策。目的:本研究旨在开发一种标准化的方法,根据其管理建议的临床相关性对pddi进行分类和优先排序,并比较这些pddi在ic中的分类方式。方法:基于从6个ic中提取的管理建议,通过结构化迭代过程开发一个量表,将pddi分为4个管理类别(高优先级、中等优先级、低优先级、数据不可用)。该量表应用于从1923例患者中确定的218例真实pddi,并主要使用Gwet的AC1评估一致性。主要结果:ic之间的总体一致性为中等(Gwet的AC1 = 0.44; 95% CI 0.39-0.50),在遗漏分析中,其值范围为0.58(0.51,0.65)至0.38(0.31,0.44)。在二元分析中,将量表分为高优先级和中优先级与低优先级pddi (AC1 = 0.72; 95% CI 0.65-0.79),以及高优先级与所有其他pddi的分类(AC1 = 0.62; 95% CI 0.54-0.69),一致性更高。结论:本研究开发并测试了一种结构化的方法来系统地比较不同ic的pDDI管理,并优先考虑临床相关的相互作用。该指南的应用表明,各国际组织之间的共识普遍有限,这表明需要协调一致的方法和进一步的研究,以支持更一致、循证一致的pDDI管理。
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引用次数: 0
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Drug Safety
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