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Challenges and future perspectives of enhanced passive safety surveillance of influenza vaccines in Europe. 欧洲加强流感疫苗被动安全监测的挑战和未来前景。
IF 3.4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-30 eCollection Date: 2026-01-01 DOI: 10.1177/20420986261416017
Marina Amaral de Avila Machado, Sonja Gandhi-Banga, Laurence Serradell, Sophie Gallo, Sophie Wagué, Tamala Mallett Moore, Alena Khromava

Postmarketing surveillance is critical for confirming the safety profile of vaccines following regulatory approval. This article contributes to the ongoing discussion on safety surveillance strategies for seasonal influenza vaccines in Europe. We examine the implementation of enhanced passive safety surveillance (EPSS) for seasonal influenza vaccines from season 2015/16 through season 2023/24, as conducted by a Marketing Authorization Holder in accordance with European Medicines Agency guidelines. We describe the evolution of data collection methods of EPSS studies conducted across nine seasons in Finland, United Kingdom, Republic of Ireland, Denmark, and Germany with different influenza vaccine formulations. Exposure data were prospectively collected in vaccination cards at the time of vaccination, while safety data collection evolved from telephone calls to electronic reporting systems. The use of an electronic system in recent seasons facilitated adverse drug reaction reporting by the vaccinees and improved real-time monitoring and accurate data collection. Operational challenges included country and site selection constraints and difficulty achieving target sample sizes and age group representation within short recruitment windows. Reporting rates varied across seasons, countries, and vaccine formulations, potentially influenced by factors such as vaccine reactogenicity, population demographics, and reporting behaviors. Future perspectives suggest the need for a unified Europe-wide safety surveillance system to enhance collaboration among regulatory bodies, public health agencies, and vaccine manufacturers, ultimately contributing to a more robust and reliable safety framework for influenza vaccines.

上市后监测对于确认监管部门批准后疫苗的安全性至关重要。本文有助于欧洲季节性流感疫苗安全监测策略的持续讨论。我们研究了2015/16季至2023/24季季节性流感疫苗的增强型被动安全性监测(EPSS)的实施情况,该监测由上市许可持有人根据欧洲药品管理局指南进行。我们描述了在芬兰、英国、爱尔兰共和国、丹麦和德国使用不同流感疫苗配方的9个季节进行的EPSS研究的数据收集方法的演变。暴露数据在接种疫苗时前瞻性地收集在疫苗接种卡中,而安全数据收集则从电话呼叫发展到电子报告系统。最近几个季节电子系统的使用促进了疫苗接种者的药物不良反应报告,并改进了实时监测和准确的数据收集。业务方面的挑战包括国家和地点选择方面的限制以及难以在较短的征聘窗口内实现目标样本量和年龄组代表性。报告率因季节、国家和疫苗配方而异,可能受到疫苗反应原性、人口统计和报告行为等因素的影响。未来的观点表明,需要建立一个统一的全欧洲安全监测系统,以加强监管机构、公共卫生机构和疫苗制造商之间的合作,最终有助于建立一个更强大和可靠的流感疫苗安全框架。
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引用次数: 0
How is AI developing in pharmacovigilance? 人工智能在药物警戒方面进展如何?
IF 3.4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-30 eCollection Date: 2026-01-01 DOI: 10.1177/20420986251412773
Andrew Bate, Philip Michael Tregunno
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引用次数: 0
Evaluating the patterns of use and safety of lenalidomide treatment in myelodysplastic syndromes: a European, observational multi-registry study. 评估来那度胺治疗骨髓增生异常综合征的使用模式和安全性:一项欧洲观察性多注册研究。
IF 3.4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-27 eCollection Date: 2026-01-01 DOI: 10.1177/20420986251407181
Iris Kim, Aidan Makwana, Victoria Ezenma, Stefania Navarcikova, Muskan Mittal, Quinn Ho, Hannah Borda, Stefan Kaehler

Background: Lenalidomide is an immunomodulatory agent thought to inhibit the growth of del(5q) haematopoietic progenitors in myelodysplastic syndromes (MDS) that was approved for use in Europe for certain forms of these conditions in 2013.

Objectives: This study aimed to identify the distribution of lenalidomide treatment and safety outcomes in patients with MDS in Europe among those treated within (on-label) and outside (off-label) of the European Commission-approved indication.

Design: This observational, retrospective study of prospectively collected disease registry data (13 June 2013 to 1 May 2023) summarised lenalidomide treatment patterns and safety outcomes by on- and off-label treatment in 11 European countries.

Methods: Safety outcomes included progression to acute myeloid leukaemia (AML), second primary malignancies (SPMs), adverse events (AEs) and all-cause mortality. Hazard ratios (HRs) and 95% CI were reported for progression to AML comparing on- to off-label treatment.

Results: Among 523 qualifying patients, more were prescribed lenalidomide off-label (n = 345) than on-label (n = 157); label status was unknown in 21 patients prescribed lenalidomide. Progression to AML occurred in 10.2% of on-label patients and 13.0% of off-label patients (HR: 0.9; 95% CI: 0.4, 1.7). Solid tumours were the most common SPM (7.0% on-label, 1.7% off-label). Neutropenia (38.9% on-label, 33.3% off-label) and thrombocytopenia (36.9% on-label, 28.1% off-label) were the most common AEs. Death occurred in 53 on-label and 75 off-label patients. The most common causes of death were unknown (19.1% on-label, 4.3% off-label) or due to AML (3.2% on-label, 6.1% off-label).

Conclusion: Analysis of real-world registry data indicated that off-label lenalidomide use in patients treated for MDS was common. Across the registries studied, the overall incidence of safety events of lenalidomide in patients with MDS was consistent in both on-label and off-label use, highlighting the importance of researching off-label use of lenalidomide in MDS.

Trial registration: This study was registered with the EU Post-Authorisation Studies (PAS) Register: EUPAS22604.

背景:来那度胺是一种免疫调节剂,被认为可以抑制骨髓增生异常综合征(MDS)中del(5q)造血祖细胞的生长,2013年在欧洲被批准用于某些形式的MDS。目的:本研究旨在确定来那度胺在欧洲MDS患者(标签内)和(标签外)适应症内治疗的分布和安全性结果。设计:这项观察性、回顾性研究前瞻性收集了疾病登记数据(2013年6月13日至2023年5月1日),总结了11个欧洲国家的来那度胺治疗模式和标签外治疗的安全性结果。方法:安全性结局包括进展为急性髓性白血病(AML)、第二原发恶性肿瘤(SPMs)、不良事件(ae)和全因死亡率。与标签外治疗相比,报告了进展为AML的风险比(hr)和95% CI。结果:在523例符合条件的患者中,标签外使用来那度胺的患者(n = 345)多于标签内使用来那度胺的患者(n = 157);21例使用来那度胺的患者标签状态未知。10.2%的适应症患者和13.0%的非适应症患者进展为AML (HR: 0.9; 95% CI: 0.4, 1.7)。实体肿瘤是最常见的SPM(标示内7.0%,标示外1.7%)。中性粒细胞减少症(38.9%在标签上,33.3%在标签外)和血小板减少症(36.9%在标签上,28.1%在标签外)是最常见的ae。53例适应症患者和75例非适应症患者死亡。最常见的死亡原因是未知(19.1%在标签上,4.3%在标签外)或由于AML(3.2%在标签上,6.1%在标签外)。结论:对真实世界注册数据的分析表明,在MDS治疗的患者中,超说明书使用来那度胺是很常见的。在研究的所有注册中心中,来那度胺在MDS患者中的总体安全事件发生率在标签上和标签外使用中都是一致的,这突出了研究来那度胺在MDS中标签外使用的重要性。试验注册:本研究在欧盟授权后研究(PAS)注册:EUPAS22604。
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引用次数: 0
Drug-induced intestinal obstruction: insights from the FDA Adverse Event Reporting System. 药物性肠梗阻:来自FDA不良事件报告系统的见解。
IF 3.4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-26 eCollection Date: 2026-01-01 DOI: 10.1177/20420986251414836
He Li, Yingjie Li, Lu Liu, Bing Zeng, Sihui Su, Jianjian Liu, Chun Pan, Tianlong Li

Background: Intestinal obstruction is a severe abdominal condition that can be triggered by various medications; however, the drugs most strongly and frequently linked to this adverse event (AE) remain insufficiently defined in the current medical literature.

Objectives: This study sought to systematically identify and evaluate medications most strongly and consistently associated with intestinal obstruction by analyzing real-world evidence from a large pharmacovigilance database.

Design: We conducted a retrospective, observational pharmacovigilance study.

Methods: Reports submitted to the U.S. FDA Adverse Event Reporting System (FAERS) between January 2004 and June 2024 were analyzed. Disproportionality analyses using the Reporting Odds Ratio (ROR), Proportional Reporting Ratio (PRR), Empirical Bayesian Geometric Mean, and Information Component were conducted to identify significant safety signals associated with drug-induced intestinal obstruction.

Results: Among 21,433,114 AE reports, 60,814 (0.28%) involved intestinal obstruction. Humira (10,356 cases) was the most frequently reported drug, followed by Remicade (2223 cases), Avastin (1580 cases), Vedolizumab (1385 cases), Clozaril (1229 cases), and Accutane (1088 cases). Disproportionality analysis revealed that the top five drugs with the highest ROR and PRR were Accutane, Teduglutide, Lonsurf, Avastin, and Lynparza. Among the top 50 drugs, 47 lacked clear labeling in their drug packaging.

Conclusion: Our findings, derived from FAERS signal detection, identify drug-event pairs that warrant further clinical evaluation. These results should not be interpreted as evidence of causality. The high volume of reports associated with certain drugs may reflect usage patterns, underlying disease conditions, or reporting behaviors. Caution should be exercised in clinical translation.

背景:肠梗阻是一种严重的腹部疾病,可由多种药物引发;然而,在目前的医学文献中,与这种不良事件(AE)联系最密切和最频繁的药物仍然没有得到充分的定义。目的:本研究试图通过分析来自大型药物警戒数据库的真实证据,系统地识别和评估与肠梗阻最强烈和最一致相关的药物。设计:我们进行了一项回顾性、观察性药物警戒研究。方法:对2004年1月至2024年6月提交给美国FDA不良事件报告系统(FAERS)的报告进行分析。使用报告优势比(ROR)、比例报告比(PRR)、经验贝叶斯几何平均(Empirical Bayesian Geometric Mean)和信息成分进行歧化分析,以识别与药物性肠梗阻相关的显著安全信号。结果:21,433,114例AE报告中,60,814例(0.28%)涉及肠梗阻。Humira(10356例)是报告最多的药物,其次是Remicade(2223例)、Avastin(1580例)、Vedolizumab(1385例)、Clozaril(1229例)和Accutane(1088例)。歧化分析显示,ROR和PRR最高的前5位药物分别为:Accutane、Teduglutide、Lonsurf、Avastin和Lynparza。排名前50位的药品中,有47种药品包装上缺乏清晰的标识。结论:我们的发现来自FAERS信号检测,确定了值得进一步临床评估的药物-事件对。这些结果不应被解释为因果关系的证据。与某些药物相关的大量报告可能反映了使用模式、潜在疾病状况或报告行为。临床翻译时应谨慎。
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引用次数: 0
Prevalence and predictors of prescribing errors in a primary care setting in Ghana. 加纳初级保健机构中处方错误的患病率和预测因素。
IF 3.4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-23 eCollection Date: 2026-01-01 DOI: 10.1177/20420986251414590
Richard Delali Agbeko Djochie, Jonathan Boakye-Yiadom, Adwoa Oforiwaa Kwakye, Kwaku Gyamfi Oppong, Ivan Eduku Mozu, Constance Caroline Cobbold, Robert Peter Biney

Background: Prescribing errors are a significant cause of preventable harm in healthcare, particularly in low- and middle-income countries where system-level safeguards are often lacking. However, data on their prevalence and predictors in Ghana's primary healthcare facilities remain limited.

Objectives: To determine the prevalence, types and predictors of prescribing errors in a primary-level health facility in a peri-urban municipality in Ghana.

Design: Retrospective analytical cross-sectional study.

Methods: We analysed data from the hospital's pre-existing prescribing error incident reporting database, which contains errors identified by pharmacists and documented during routine care between June 2021 and June 2024. Prescribing errors were classified using a structured tool based on the National Coordinating Council for Medication Error Reporting and Prevention (NCC MERP) guidelines. Logistic regression analysis was conducted to identify predictors of prescribing errors, with statistical significance set at p < 0.05.

Results: The prevalence of prescribing errors was 1.92% (95% CI: 1.71-2.13). The most common errors were frequency (27.8%), commission (26.2%) and dose errors (25.2%). Dose errors were more frequent among nurse prescribers (odds ratio (OR) = 3.02; p = 0.022) and less common in patients aged 41-65 years (OR = 0.24; p < 0.001). Commission errors were higher among doctors (OR = 2.79; p = 0.001), while frequency errors were less likely with doctors (OR = 0.28; p = 0.006). Incorrect drug selection occurred more often among nurse prescribers (OR = 6.35; p = 0.012) and non-insured patients (OR = 6.05; p = 0.006).

Conclusion: Although prescribing errors were relatively infrequent, they were significantly influenced by prescriber type, patient age and health insurance status. These findings highlight the importance of continuous prescriber training, enhanced pharmacist participation in the medication-use process and the establishment of robust prescription monitoring systems to strengthen medication safety and optimize patient outcomes.

背景:处方错误是医疗保健中可预防伤害的一个重要原因,特别是在往往缺乏系统级保障的低收入和中等收入国家。然而,关于其在加纳初级卫生保健设施中的流行率和预测因素的数据仍然有限。目的:确定加纳一个近郊城市初级卫生设施中处方错误的流行程度、类型和预测因素。设计:回顾性分析横断面研究。方法:我们分析了医院已有的处方错误事件报告数据库中的数据,该数据库包含了药剂师发现的错误,并记录了2021年6月至2024年6月期间的常规护理。使用基于国家药物错误报告和预防协调委员会(NCC MERP)指南的结构化工具对处方错误进行分类。结果:处方错误发生率为1.92% (95% CI: 1.71 ~ 2.13)。最常见的错误是频率(27.8%)、委托(26.2%)和剂量(25.2%)。处方护士的剂量错误发生率更高(优势比(OR) = 3.02;p = 0.022),在41-65岁的患者中较少见(OR = 0.24; p = 0.001),而与医生发生频率错误的可能性较低(OR = 0.28; p = 0.006)。护士开处方者(OR = 6.35; p = 0.012)和未参保患者(OR = 6.05; p = 0.006)的药物选择错误发生率较高。结论:处方差错发生率相对较低,但受处方类型、患者年龄和健康保险状况的影响显著。这些发现强调了持续培训处方医师、加强药师在用药过程中的参与以及建立健全的处方监测系统对加强用药安全和优化患者预后的重要性。
{"title":"Prevalence and predictors of prescribing errors in a primary care setting in Ghana.","authors":"Richard Delali Agbeko Djochie, Jonathan Boakye-Yiadom, Adwoa Oforiwaa Kwakye, Kwaku Gyamfi Oppong, Ivan Eduku Mozu, Constance Caroline Cobbold, Robert Peter Biney","doi":"10.1177/20420986251414590","DOIUrl":"10.1177/20420986251414590","url":null,"abstract":"<p><strong>Background: </strong>Prescribing errors are a significant cause of preventable harm in healthcare, particularly in low- and middle-income countries where system-level safeguards are often lacking. However, data on their prevalence and predictors in Ghana's primary healthcare facilities remain limited.</p><p><strong>Objectives: </strong>To determine the prevalence, types and predictors of prescribing errors in a primary-level health facility in a peri-urban municipality in Ghana.</p><p><strong>Design: </strong>Retrospective analytical cross-sectional study.</p><p><strong>Methods: </strong>We analysed data from the hospital's pre-existing prescribing error incident reporting database, which contains errors identified by pharmacists and documented during routine care between June 2021 and June 2024. Prescribing errors were classified using a structured tool based on the National Coordinating Council for Medication Error Reporting and Prevention (NCC MERP) guidelines. Logistic regression analysis was conducted to identify predictors of prescribing errors, with statistical significance set at <i>p</i> < 0.05.</p><p><strong>Results: </strong>The prevalence of prescribing errors was 1.92% (95% CI: 1.71-2.13). The most common errors were frequency (27.8%), commission (26.2%) and dose errors (25.2%). Dose errors were more frequent among nurse prescribers (odds ratio (OR) = 3.02; <i>p</i> = 0.022) and less common in patients aged 41-65 years (OR = 0.24; <i>p</i> < 0.001). Commission errors were higher among doctors (OR = 2.79; <i>p</i> = 0.001), while frequency errors were less likely with doctors (OR = 0.28; <i>p</i> = 0.006). Incorrect drug selection occurred more often among nurse prescribers (OR = 6.35; <i>p</i> = 0.012) and non-insured patients (OR = 6.05; <i>p</i> = 0.006).</p><p><strong>Conclusion: </strong>Although prescribing errors were relatively infrequent, they were significantly influenced by prescriber type, patient age and health insurance status. These findings highlight the importance of continuous prescriber training, enhanced pharmacist participation in the medication-use process and the establishment of robust prescription monitoring systems to strengthen medication safety and optimize patient outcomes.</p>","PeriodicalId":23012,"journal":{"name":"Therapeutic Advances in Drug Safety","volume":"17 ","pages":"20420986251414590"},"PeriodicalIF":3.4,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12833174/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146067093","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Integration of pre‑existing cardiovascular comorbidity into CDK4/6 inhibitor selection for breast cancer. 将先前存在的心血管合并症整合到乳腺癌CDK4/6抑制剂选择中
IF 3.4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-23 eCollection Date: 2026-01-01 DOI: 10.1177/20420986251414588
Chanhyun Park, Kiyoung Kim, Nora B Abifaraj, Sydney D Bryant, Ji Haeng Heo

Background: Cyclin-dependent kinase 4/6 (CDK4/6) inhibitors differ in cardiovascular (CV) safety. Ribociclib has been associated with a higher risk of CV adverse events compared to palbociclib and abemaciclib.

Objectives: We examined patterns of CDK4/6 inhibitor selection among patients with breast cancer who had pre-existing cardiovascular disease (CVD) or cardiometabolic conditions (hypertension, hyperlipidemia, or diabetes).

Design: We conducted a retrospective cohort study.

Methods: Using 2017-2021 Merative MarketScan claims, we identified women ⩾18 years with breast cancer who initiated a first CDK4/6 inhibitor. The outcome was the type of CDK4/6 inhibitor. Primary factors were preexisting CVD and cardiometabolic risk factors measured in the prior 12 months. Multinomial logistic regression estimated unadjusted and adjusted odds of initiating palbociclib or abemaciclib versus ribociclib.

Results: Among 5002 initiators (palbociclib n = 3734; ribociclib n = 328; abemaciclib n = 940), no risk factor significantly affected drug choice in unadjusted analyses; hypertension showed a non-significant trend toward lower initiation of palbociclib (odds ratio (OR) 0.94; 95% confidence interval (CI) = 0.75-1.18) and abemaciclib (OR 0.78; 95% CI = 0.60-1.00). After controlling for additional variables, hypertension was associated with 33% lower odds of initiating palbociclib (adjusted odds ratio (AOR) 0.67; 95% CI = 0.51-0.87) and 40% lower odds of initiating abemaciclib (AOR 0.60; 95% CI = 0.45-0.81) relative to ribociclib. Pre-existing CVD, hyperlipidemia, and diabetes were not associated with CDK4/6 inhibitor selection.

Conclusion: Despite its potential higher risk of CV adverse events, ribociclib is more frequently prescribed to patients with breast cancer who have hypertension. Incorporating CV risk prediction into CDK4/6 inhibitor selection could help prevent costly CV complications.

背景:细胞周期蛋白依赖性激酶4/6 (CDK4/6)抑制剂在心血管(CV)安全性方面存在差异。与palbociclib和abemaciclib相比,Ribociclib与更高的CV不良事件风险相关。目的:我们研究了患有心血管疾病(CVD)或心脏代谢疾病(高血压、高脂血症或糖尿病)的乳腺癌患者中CDK4/6抑制剂的选择模式。设计:我们进行了一项回顾性队列研究。方法:使用2017-2021年Merative MarketScan声明,我们确定了开始使用首个CDK4/6抑制剂的乳腺癌患者小于18岁的女性。结果是CDK4/6抑制剂的类型。主要因素是先前存在的心血管疾病和过去12个月测量的心脏代谢危险因素。多项逻辑回归估计了启动帕博西尼或阿贝马西尼与核糖西尼的未调整和调整的几率。结果:在5002个起始剂中(palbociclib n = 3734; ribociclib n = 328; abemaciclib n = 940),未经调整的分析中,没有危险因素显著影响药物选择;高血压患者开始使用帕博西尼的趋势不显著(优势比0.94;95%置信区间(CI) = 0.75-1.18)和abemaciclib (OR 0.78; 95% CI = 0.60-1.00)。在控制了其他变量后,高血压患者启动帕博西尼的几率降低33%(调整优势比(AOR) 0.67;95% CI = 0.51-0.87),启动abemaciclib的几率比ribociclib低40% (AOR 0.60; 95% CI = 0.45-0.81)。先前存在的心血管疾病、高脂血症和糖尿病与CDK4/6抑制剂的选择无关。结论:尽管其潜在的CV不良事件风险较高,但核糖素更常用于合并高血压的乳腺癌患者。将CV风险预测纳入CDK4/6抑制剂的选择有助于预防代价高昂的CV并发症。
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引用次数: 0
Effect of ciprofol-assisted sedation on tourniquet-related responses in foot and ankle surgery: a randomized clinical trial. 环丙酚辅助镇静对足部和踝关节手术止血带相关反应的影响:一项随机临床试验
IF 3.4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-22 eCollection Date: 2026-01-01 DOI: 10.1177/20420986251414580
Yaoyang Ma, Bingqing Zhu, Shudong Wang, Danjun Lu, Wenlong Yan, Yi Yu, Ying Cao, Fang Kang, Juan Li

Background: Tourniquet-related responses are a frequent clinical challenge during foot and ankle surgery under peripheral nerve block. Pharmacologic sedation and analgesia represent a common approach. Ciprofol, a novel intravenous sedative, remains underexplored in this surgical context.

Objective: This study aimed to evaluate the impact of ciprofol-assisted sedation on tourniquet-related responses in patients undergoing foot and ankle surgery.

Design: In total, 240 patients scheduled for foot and ankle procedures under peripheral nerve block with the use of a high thigh tourniquet were enrolled and randomized to undergo ciprofol (Group C) or propofol (Group P) sedation.

Methods: In Group C, ciprofol was administered at an initial rate of 0.5 mg/(kg·h), with maintenance doses ranging from 0.5 to 2 mg/(kg·h) to maintain a BIS (bispectral index) between 65 and 80. Group P received an initial infusion of propofol at 2 mg/(kg·h), with maintenance between 2 and 8 mg/(kg·h). Primary outcomes included the incidence of intraoperative rescue analgesia and body movement. Secondary outcomes encompassed hemodynamic fluctuations, anesthesia success rate, injection-related discomfort, respiratory depression, blood pressure abnormalities, postoperative complications, and long-term complications.

Results: There were no significant differences between groups in terms of the need for rescue analgesia or body movement during surgery. However, patients in the ciprofol group experienced significantly lower rates of injection pain and intraoperative hypotension relative to the propofol group (p < 0.05). No significant differences were found in postoperative adverse effects or long-term complications. In addition, both anesthesia completion rates and physician/patient satisfaction scores were similar between the two groups.

Conclusion: BIS-guided sedation with ciprofol during foot and ankle surgery provides equivalent control of tourniquet-related responses compared to propofol. However, ciprofol demonstrates superior intraoperative hemodynamic stability and a more favorable safety profile, including reduced adverse event rates.

Trial registration: http://www.chictr.org.cn; ChiCTR2400083924; May 7, 2024.

背景:在周围神经阻滞下的足部和踝关节手术中,止血带相关反应是一个常见的临床挑战。药物镇静和镇痛是常用的方法。环丙酚,一种新型静脉镇静剂,在这种手术环境下仍未得到充分的研究。目的:本研究旨在评估环丙酚辅助镇静对足踝手术患者止血带相关反应的影响。设计:共有240例患者计划在外周神经阻滞下使用大腿高位止血带进行足部和踝关节手术,并随机分为环丙酚(C组)或异丙酚(P组)镇静组。方法:C组以初始剂量0.5 mg/(kg·h)给予环丙酚,维持剂量0.5 ~ 2mg /(kg·h),维持BIS(双谱指数)在65 ~ 80之间。P组初始输注异丙酚2 mg/(kg·h),维持2 ~ 8 mg/(kg·h)。主要结局包括术中镇痛和身体运动的发生率。次要结局包括血流动力学波动、麻醉成功率、注射相关不适、呼吸抑制、血压异常、术后并发症和长期并发症。结果:两组患者在术中抢救性镇痛需求及肢体运动方面无显著差异。然而,与异丙酚组相比,环丙酚组患者的注射疼痛和术中低血压发生率明显较低(p)。结论:与异丙酚相比,bis引导的足踝手术中使用环丙酚镇静对止血带相关反应的控制效果相当。然而,环丙酚显示出更好的术中血流动力学稳定性和更有利的安全性,包括降低不良事件发生率。试验注册:http://www.chictr.org.cn;ChiCTR2400083924;2024年5月7日。
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引用次数: 0
Machine learning risk prediction models for medication harm in hospitalised adult patients. 住院成人患者用药危害的机器学习风险预测模型。
IF 3.4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-19 eCollection Date: 2026-01-01 DOI: 10.1177/20420986251409325
Jonathan Yong Jie Lam, Michael Barras, Ian A Scott, Hassan Masood, Ahmad Abdel-Hafez, Nazanin Falconer

Background: Medication harm is a significant healthcare challenge in hospitalised adult patients. Machine learning (ML) approaches offer the potential to improve prediction accuracy for medication harm by capturing complex relationships among clinical risk factors that traditional statistical models may not detect.

Objective: To develop and evaluate ML models for predicting medication harm in hospitalised adult patients.

Design: ML study involving secondary use of a prospectively collected hospital cohort dataset.

Methods: This study used data from 279 adult patients admitted to general medical and geriatric wards of a tertiary hospital, among whom 40 experienced 51 medication harm events. Eight ML models were trained and evaluated for identifying patients at risk of medication harm. Medication harm cases were identified through detailed chart reviews, trigger tools, voluntary incident reporting, and International Classification of Diseases version 10 discharge coding. Data were pre-processed with missing values imputed using median imputation. Ten predictive features were selected using recursive feature elimination and clinical expert opinion. Models were trained using stratified 10-fold cross-validation with an 80/20 train-test split. Class imbalance was addressed using an oversampling approach.

Results: A random forest model demonstrated the highest performance, achieving an area under the receiver operating characteristic curve of 0.76, precision of 0.50, recall of 0.62, F1 score of 0.54, accuracy of 0.86, specificity of 0.90, and an area under the precision-recall curve of 0.47. Predictive features of importance included length of stay, depression, dementia, insulin use, number of medications (⩾15), age (⩾65), opioid use, and antibiotic use.

Conclusion: This study highlights the potential of ML models to predict medication harm, enabling early identification of high-risk patients for preventive interventions. Interdisciplinary collaboration is essential in developing robust, clinically relevant models that can be used to improve patient safety.

背景:药物危害是成人住院患者面临的一个重要的医疗保健挑战。机器学习(ML)方法通过捕获传统统计模型可能无法检测到的临床风险因素之间的复杂关系,提供了提高药物危害预测准确性的潜力。目的:建立预测成人住院患者用药危害的ML模型并进行评价。设计:机器学习研究涉及二次使用前瞻性收集的医院队列数据集。方法:本研究采用某三级医院普通内科和老年病房279例成年患者的资料,其中40例发生51例药物伤害事件。对8个ML模型进行了训练和评估,以识别有药物危害风险的患者。通过详细的图表审查、触发工具、自愿事件报告和国际疾病分类第10版出院编码,确定了药物伤害病例。对数据进行预处理,使用中位数插值法输入缺失值。采用递归特征消去和临床专家意见相结合的方法筛选出10个预测特征。模型采用分层10倍交叉验证和80/20训练-测试分割进行训练。使用过采样方法解决了类不平衡问题。结果:随机森林模型表现最好,在接收者工作特征曲线下面积为0.76,精度为0.50,召回率为0.62,F1评分为0.54,准确度为0.86,特异性为0.90,精确召回率曲线下面积为0.47。重要的预测特征包括住院时间、抑郁、痴呆、胰岛素使用、药物数量(小于或等于15)、年龄(小于或等于65)、阿片类药物使用和抗生素使用。结论:本研究强调了ML模型预测药物危害的潜力,使早期识别高危患者进行预防性干预成为可能。跨学科合作对于开发可用于改善患者安全的可靠的临床相关模型至关重要。
{"title":"Machine learning risk prediction models for medication harm in hospitalised adult patients.","authors":"Jonathan Yong Jie Lam, Michael Barras, Ian A Scott, Hassan Masood, Ahmad Abdel-Hafez, Nazanin Falconer","doi":"10.1177/20420986251409325","DOIUrl":"10.1177/20420986251409325","url":null,"abstract":"<p><strong>Background: </strong>Medication harm is a significant healthcare challenge in hospitalised adult patients. Machine learning (ML) approaches offer the potential to improve prediction accuracy for medication harm by capturing complex relationships among clinical risk factors that traditional statistical models may not detect.</p><p><strong>Objective: </strong>To develop and evaluate ML models for predicting medication harm in hospitalised adult patients.</p><p><strong>Design: </strong>ML study involving secondary use of a prospectively collected hospital cohort dataset.</p><p><strong>Methods: </strong>This study used data from 279 adult patients admitted to general medical and geriatric wards of a tertiary hospital, among whom 40 experienced 51 medication harm events. Eight ML models were trained and evaluated for identifying patients at risk of medication harm. Medication harm cases were identified through detailed chart reviews, trigger tools, voluntary incident reporting, and International Classification of Diseases version 10 discharge coding. Data were pre-processed with missing values imputed using median imputation. Ten predictive features were selected using recursive feature elimination and clinical expert opinion. Models were trained using stratified 10-fold cross-validation with an 80/20 train-test split. Class imbalance was addressed using an oversampling approach.</p><p><strong>Results: </strong>A random forest model demonstrated the highest performance, achieving an area under the receiver operating characteristic curve of 0.76, precision of 0.50, recall of 0.62, F1 score of 0.54, accuracy of 0.86, specificity of 0.90, and an area under the precision-recall curve of 0.47. Predictive features of importance included length of stay, depression, dementia, insulin use, number of medications (⩾15), age (⩾65), opioid use, and antibiotic use.</p><p><strong>Conclusion: </strong>This study highlights the potential of ML models to predict medication harm, enabling early identification of high-risk patients for preventive interventions. Interdisciplinary collaboration is essential in developing robust, clinically relevant models that can be used to improve patient safety.</p>","PeriodicalId":23012,"journal":{"name":"Therapeutic Advances in Drug Safety","volume":"17 ","pages":"20420986251409325"},"PeriodicalIF":3.4,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12816511/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146019609","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Safety and risk management in clinical trials for chronic wounds with tissue regenerative products. 组织再生产品治疗慢性伤口临床试验的安全性和风险管理。
IF 3.4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-08 eCollection Date: 2026-01-01 DOI: 10.1177/20420986251385861
Marina Alexandra Malikova, Connor Michael Roddy, Nolan Patrick Joyce, Katherine Nicole Cilley

Background: In tissue regenerative trials, investigators operate in the intersection of routine clinical care and research. Often, clinical trials are the only option to introduce innovative treatments to disadvantaged populations in safety-net hospitals (SNHs). It is necessary to maintain a balance between efficient study conduct and patient safety. Social determinants play a role in medication adherence in clinical trials and chronic disease management that may increase risks if not managed correctly.

Objectives: We aimed to assess the safety of patients in tissue regenerative clinical trials while examining underlying causes to develop proactive risk mitigation strategies for high-risk patients.

Design: A single-center, retrospective study was conducted for clinical trials with tissue regenerative products for chronic wounds at an SNH.

Methods: Data obtained from 186 subjects were analyzed retrospectively for correlation between social determinants of health and adverse events by using Spearman correlation and Kruskal-Wallis tests.

Results: Wound healing was achieved in 41.94% of patients who received investigational products. Overall, the diabetic foot ulcer group was noted to have a higher prevalence of serious adverse events (SAEs; 22.8% of enrolled subjects) and adverse events (78.3% of enrolled subjects) as compared to the venous stasis ulcer group, with 12.4% of SAEs and 71.0% adverse events observed in the study population. Kruskal-Wallis test demonstrated statistically significant correlation between polypharmacy (⩾5 drugs) and a higher number of adverse events (p = 0.0016). A Spearman correlation test showed that a higher number of comorbidities was associated with a higher number of adverse events (p = 0.0007).

Conclusion: These findings in polypharmacy and comorbidities being associated with a higher number of adverse events highlighted the importance of safety monitoring of patients with high disease burden in clinical trials. Understanding the frequency/types of adverse events can provide important insights for those conducting trials in a particular indication. In addition, monitoring can help to address social determinants that contribute to higher numbers of adverse events, and proactively address disease burden with appropriate medical management to minimize risks in tissue regenerative clinical trials.

背景:在组织再生试验中,研究人员在常规临床护理和研究的交叉点进行操作。通常,临床试验是向安全网医院(SNHs)中的弱势群体引入创新治疗的唯一选择。在有效的研究行为和患者安全之间保持平衡是必要的。社会决定因素在临床试验和慢性病管理中的药物依从性中发挥作用,如果管理不当,可能会增加风险。目的:我们旨在评估患者在组织再生临床试验中的安全性,同时检查潜在原因,为高风险患者制定积极的风险缓解策略。设计:对组织再生产品治疗慢性伤口进行了一项单中心、回顾性研究。方法:采用Spearman相关检验和Kruskal-Wallis检验,回顾性分析186例健康社会决定因素与不良事件的相关性。结果:41.94%的患者使用研究产品后伤口愈合。总体而言,与静脉淤积性溃疡组相比,糖尿病足溃疡组的严重不良事件(SAEs, 22.8%)和不良事件(78.3%)发生率更高,在研究人群中观察到12.4%的SAEs和71.0%的不良事件。Kruskal-Wallis测试显示,多种用药(大于或等于5种药物)与较高数量的不良事件之间存在统计学上显著的相关性(p = 0.0016)。Spearman相关检验显示,较高的合并症数量与较高的不良事件数量相关(p = 0.0007)。结论:多重用药和合并症与较高数量不良事件相关的这些发现突出了在临床试验中对高疾病负担患者进行安全监测的重要性。了解不良事件的频率/类型可以为进行特定适应症试验的人员提供重要的见解。此外,监测有助于解决导致更多不良事件的社会决定因素,并通过适当的医疗管理主动解决疾病负担,以尽量减少组织再生临床试验中的风险。
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引用次数: 0
Prevalence of potentially inappropriate medication use and its association with hospitalization among older adults with chronic disease in the Amhara region, Ethiopia: a multicenter prospective cohort study. 埃塞俄比亚阿姆哈拉地区老年慢性病患者潜在不适当用药的患病率及其与住院的关系:一项多中心前瞻性队列研究
IF 3.4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-08 eCollection Date: 2026-01-01 DOI: 10.1177/20420986251410989
Getachew Yitayew Tarekegn, Fisseha Nigussie Dagnew, Samuel Agegnew Wondm, Tilaye Arega Moges, Zufan Alamrie Asmare, Teklie Mengie Ayele, Sisay Sitotaw Anberbr, Dawit Haile Zeben, Tigabu Eskeziya Zerihun, Abel Temeche Kassaw, Desalegn Addis Mussie, Teferi Bihonegn Melese, Samuel Berihun Dagnew

Background: Potentially inappropriate medications (PIMs) are common among older adults with chronic diseases and are linked to adverse outcomes, including hospitalization. Evidence on PIM prevalence and its clinical impact in Ethiopia is limited. This study assessed the prevalence of PIM use and its association with hospitalization among older adults in the Amhara Region, Ethiopia.

Objectives: To determine the prevalence of PIM use and identify factors associated with PIM exposure and hospitalization in older adults with chronic diseases.

Design: Multicenter prospective cohort study.

Methods: Between May 1 and November 30, 2024, 1700 adults aged ⩾60 years were enrolled from five comprehensive specialized hospitals in the Amhara region. PIM use was assessed using the 2023 American Geriatrics Society Beers criteria. Sociodemographic, clinical, medication, and hospitalization data were collected via structured interviews and medical chart reviews. Multivariable logistic regression identified factors independently associated with PIM use and hospitalization.

Results: PIM use was identified in 41.1% of participants. Exposure to PIMs significantly increased the risk of hospitalization (adjusted odds ratio (AOR) = 3.70, 95% confidence interval (CI): 2.25-4.95, p = 0.023). Independent predictors of PIM use included khat chewing (AOR = 1.95), cor pulmonale (AOR = 2.28), degenerative diseases (AOR = 3.20), Charlson Comorbidity Index >4 (AOR = 4.50), prolonged chronic illness (AOR = 3.07), benzodiazepine use (AOR = 1.80), and concurrent benzodiazepine-opioid use (AOR = 4.02). Regular medication reviews were protective, reducing the risk of PIM use (AOR = 0.55).

Conclusion: PIM use is highly prevalent among older adults with chronic diseases in the Amhara Region and is associated with increased hospitalization risk. Systematic medication reviews and improved prescribing practices are essential to enhance medication safety and reduce preventable hospital admissions.

背景:潜在不适当的药物治疗(PIMs)在患有慢性疾病的老年人中很常见,并与包括住院在内的不良结局有关。关于PIM流行率及其在埃塞俄比亚临床影响的证据有限。本研究评估了埃塞俄比亚阿姆哈拉地区老年人PIM使用的流行程度及其与住院治疗的关系。目的:确定老年慢性疾病患者PIM使用的流行程度,并确定与PIM暴露和住院相关的因素。设计:多中心前瞻性队列研究。方法:在2024年5月1日至11月30日期间,从阿姆哈拉地区的五家综合性专科医院招募了1700名年龄大于或小于60岁的成年人。使用2023年美国老年医学会比尔斯标准评估PIM的使用情况。通过结构化访谈和病历回顾收集社会人口、临床、药物和住院数据。多变量logistic回归确定了与PIM使用和住院治疗独立相关的因素。结果:41.1%的参与者使用PIM。暴露于pim显著增加住院风险(调整优势比(AOR) = 3.70, 95%可信区间(CI): 2.25-4.95, p = 0.023)。PIM使用的独立预测因子包括咀嚼阿拉伯烟(AOR = 1.95)、肺源性心脏病(AOR = 2.28)、退行性疾病(AOR = 3.20)、Charlson合并症指数bbbb4 (AOR = 4.50)、长期慢性疾病(AOR = 3.07)、苯二氮卓类药物使用(AOR = 1.80)和苯二氮卓类药物-阿片类药物同时使用(AOR = 4.02)。定期用药复查具有保护作用,降低了使用PIM的风险(AOR = 0.55)。结论:在阿姆哈拉地区,PIM的使用在患有慢性疾病的老年人中非常普遍,并且与住院风险增加有关。系统的药物审查和改进的处方做法对于加强用药安全和减少可预防的住院至关重要。
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引用次数: 0
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Therapeutic Advances in Drug Safety
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