disproportionality analysis

不相称性分析
  • 文章类型: Journal Article
    抗癌药物,特别是铂类化疗药物,在接受化疗的患者中已经显示出眼部不良事件(OAE),这是令人担忧的,因为对患者的生活质量和继续有效的癌症治疗能力的潜在影响。
    使用来自FDA不良事件报告系统(FAERS)数据库的铂类对OAE的自发报告进行回顾性病例/非病例研究。通过计算比例报告比率(PRR)进行不相称性分析,报告赔率比(ROR),和信息组件(IC)来识别基于铂的化疗药物的OAE信号。并行,通过在PubMed和GoogleScholar中进行系统的文献检索,对来自铂类的OAE病例报告进行了综述.
    使用不成比例分析,针对基于铂的化疗药物和OAE鉴定了69个信号(卡铂:42,奥沙利铂:16,顺铂:11)。脉络膜梗死[PRR=215.1;χ2=4527.1;下限(LB)ROR=140.7;IC025=5.1]和眼眶出血[PRR=120.0;χ2=300.5;LBROR=35.1;IC025=1.3]是卡铂的强信号。视盘充血[PRR=208.2;χ2=742.5;LBROR=74.1;IC025=2.2]和皮质盲[PRR=23.7;χ2=382.5;LBROR=14.8;IC025=3.1]是奥沙利铂和顺铂的信号,分别。通过在PubMed和GoogleScholar的系统搜索,共发现了32例铂类化疗药物的OAE病例报告,加强协会。
    该研究揭示了使用铂类化疗药物作为抗癌药物时OAE的潜在风险。
    该研究旨在调查与铂类化疗药物相关的眼部不良事件(OAE)的风险,即顺铂,卡铂,和奥沙利铂.分析来自药物警戒数据库的数据,并对病例报告进行系统审查,以识别和理解这些潜在风险。他们的药物警戒分析显示,许多报告详述了与这些铂类药物相关的OAE。值得注意的发现包括表明严重不良事件的信号,如失明,视网膜毒性,和视神经损伤.进一步完善这些信号,考虑到并发药物的影响,证实了铂类药物和OAE之间的关联。此外,病例报告的系统综述提供了在接受铂类化疗的患者中观察到的特定OAE的见解.常见的不良事件包括视力损害,视网膜问题,和隧道视觉,一些患者正在经历不可逆的视力丧失。该研究强调了在铂类化疗患者中识别和监测OAE的重要性。它强调医疗保健提供者需要在治疗前仔细评估患者的眼部病史,并且监管机构需要将相关发现纳入药物安全指南。总的来说,该研究通过提供与铂类化疗药物相关的眼部毒性的全面信息,增强了患者护理和癌症治疗的安全性.
    UNASSIGNED: Anti-cancer drugs, particularly platinum-based chemotherapy drugs, have been showing ocular adverse events (OAEs) in patients undergoing chemotherapy, which is concerning due to the potential impact on patient\'s quality of life and the ability to continue effective cancer treatment.
    UNASSIGNED: A retrospective case/non-case study was conducted using spontaneous reports on OAEs by platins from the FDA Adverse Event Reporting System (FAERS) database. A disproportionality analysis was performed by calculating the Proportional Reporting Ratio (PRR), Reporting Odds Ratio (ROR), and the Information Component (IC) to identify OAE signals for platinum-based chemotherapy drugs. In parallel, a review of case reports for OAEs from platins was conducted by a systematic literature search in PubMed and Google Scholar.
    UNASSIGNED: Using disproportionality analysis, 69 signals were identified for platinum-based chemotherapy drugs and OAEs (carboplatin: 42, oxaliplatin: 16, cisplatin: 11). Choroidal infarction [PRR = 215.1; χ2 = 4527.1; lower bound (LB) ROR = 140.7; IC025 = 5.1] and orbital hemorrhage [PRR = 120.0; χ2 = 300.5; LB ROR = 35.1; IC025 = 1.3] were the strong signals identified for carboplatin. Optic disc hyperemia [PRR = 208.2; χ2 = 742.5; LB ROR = 74.1; IC025 = 2.2] and blindness cortical [PRR = 23.7; χ2 = 382.5; LB ROR = 14.8; IC025 = 3.1] were the signals identified for oxaliplatin and cisplatin, respectively. A total of 32 case reports of OAEs from platinum-based chemotherapy drugs were identified through a systematic search in PubMed and Google Scholar, strengthening the association.
    UNASSIGNED: The study revealed a potential risk of OAEs when using platinum-based chemotherapy drugs as an anticancer medication.
    The study aimed to investigate the risk of ocular adverse events (OAEs) associated with platinum-based chemotherapy drugs, namely cisplatin, carboplatin, and oxaliplatin. Analyzed data from pharmacovigilance databases and conducted a systematic review of case reports to identify and understand these potential risks.The Pharmacovigilance analysis revealed many reports detailing OAEs related to these platinum-based drugs. Notable findings included signals indicating serious adverse events such as blindness, retinal toxicity, and optic nerve damage. Further refinement of these signals, considering the influence of concurrent medications, confirmed the association between platinum drugs and OAEs.Additionally, the systematic review of case reports provided insights into specific OAEs observed in patients receiving platinum-based chemotherapy. Common adverse events included vision impairment, retinal issues, and tunnel vision, with some patients experiencing irreversible vision loss.The study highlighted the importance of recognizing and monitoring OAEs in platinum-based chemotherapy patients. It emphasized the need for healthcare providers to assess patients’ ocular histories carefully before treatment and for regulatory authorities to incorporate relevant findings into drug safety guidelines. Overall, the research enhances patient care and safety in cancer treatment by providing comprehensive information on the ocular toxicity associated with platinum-based chemotherapy drugs.
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  • 文章类型: Journal Article
    背景:2019年冠状病毒病(COVID-19)疫苗接种活动产生了许多药物警戒的安全报告,这些报告记录在世界卫生组织(WHO)药物警戒数据库(VigiBase)中,并在2022年7月占记录病例的10%以上。信息成分(IC)是基于观察到的和预期的病例报告数量的统计不相称性度量。信息成分(IC0.25)的95%可信度区间的下端点的正值表明药物与不良反应之间可能存在因果关系。本研究旨在评估COVID-19疫苗安全声明浪潮对Vigilyze公司IC0.25的影响,从而用一个具体的例子说明竞争偏见。
    方法:我们使用医学规范活动词典(MedDRA)首选术语(PT)任意选择了21种药物不良反应,分为两种类型:已知与COVID-19疫苗相关的PT(“预期”)和其他类型(“意外”)。数据从VigiLyze中提取。我们创建了两组:V+(完整的数据库,包括COVID-19疫苗报告)和V-(没有COVID-19疫苗报告的相同提取)。对于V-组重新计算IC0.25,并且我们比较了两种选择设置(V+和V-组)中的阳性信号演变。
    结果:对于IC0.25,V和V-组的正电位信号数量显着不同。我们观察到,大多数“意外”PT在撤回COVID-19报告后失去了潜在信号。相反,在撤回COVID-19报告后,大多数预期的PT都有潜在的新信号。
    结论:这项研究是首次评估COVID-19疫苗报告对药物警戒自动信号检测的影响的研究之一。在这项研究中,我们观察到,一波药物警戒报告可能会影响IC0.25等不成比例的估计,然后对自动信号检测产生影响;一些信号消失(几乎所有与COVID-19疫苗相关的PT),另一些信号出现(大多数与COVID-19疫苗无关的PT),说明了竞争偏见。
    结论:我们表明,涉及药物使用变化的健康危机会影响药物不良反应报告和药物警戒数据库。导致竞争偏见和不相称性分析的变化。对于使用定量不成比例分析的卫生专业人员,重要的是,不仅要使用指标的粗略值,而且还要使用PT的种类和信号随时间的演变(考虑到诸如危机之类的重大事件)。
    BACKGROUND: The coronavirus disease 2019 (COVID-19) vaccination campaign has resulted in numerous pharmacovigilance\'s safety reports which were recorded in the World Health Organization (WHO) pharmacovigilance database (VigiBase) and represent in July 2022 more than 10% of cases recorded. The information component (IC) is a statistical disproportionality measure based on the observed and expected numbers of case reports. A positive value of the lower endpoint of a 95% credibility interval for the information component (IC0.25) suggests a possible causal relationship between the drug and the adverse reaction. This study aimed to evaluate the impact of the wave of COVID-19 vaccines safety declarations on IC0.25 from Vigilyze and thus illustrate with a concrete example the competition bias.
    METHODS: We arbitrarily selected 21 adverse drug reactions using Medical Dictionary for Regulatory Activities (MedDRA) preferred terms (PTs), divided in two types: PTs known to be related to COVID-19 vaccines (\"expected\") and others (type \"unexpected\"). Data were extracted from VigiLyze. We created two groups: V+ (the full database, including COVID-19 vaccines reports) and V- (the same extraction without COVID-19 vaccine reports). IC0.25 was recomputed for the group V- and we compared the positive signal evolution in the two settings of selection (V+ and V- groups).
    RESULTS: The number of positive potential signals was significantly different in the groups V+ and V- for IC0.25. We observed that most of the \"unexpected\" PTs lost potential signal after the withdrawal of COVID-19 reports. On the contrary, the majority of \'expected\' PTs had potential new signals after the withdrawal of COVID-19 reports.
    CONCLUSIONS: This study is one of the first to evaluate the effect of COVID-19 vaccines reporting on Automated Signal Detection of Pharmacovigilance. In this study, we observed that a wave of pharmacovigilance reporting can affect disproportionality estimators such as IC0.25 and then have an impact on automated signal detection; some signals disappear (almost with all PTs related to COVID-19 vaccines) and others appear (mostly with PTs not related to COVID-19 vaccines), illustrating the competition bias.
    CONCLUSIONS: We show that a health crisis involving a change in drug use can affect adverse drug reactions reporting and pharmacovigilance databases, leading to competition bias and a change in the disproportionality analyses. For health professionals who use quantitative disproportionality analysis, it is important not only to use the crude values of indicators but also the kind of PTs and the evolution of the signal over time (take into account major events such as crises).
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  • 文章类型: Case Reports
    为了深入了解PD-1/L1抑制剂相关性垂体炎(PD-1/L1-irH),我们采用不相称性分析和病例分析相结合的方法对PD-1/L1-irH的临床特征进行了全面表征.在FAERS(FDA不良事件报告系统)中检测到所有PD-1/PD-L1抑制剂的垂体炎的显著信号。正如FAERS和案例分析所揭示的那样,PD-1/L1-irH更常见于男性,PD-1抑制剂使用者和65岁以上的患者。FAERS的中位发病时间为101天,病例分析为8个周期。在案例分析中,即使停药数月(4-15个月),也有8例晚发性PD-1/L1-irHs出现.正如FAERS所揭示的,PD-1/L1-irH的结果往往很差,一般导致64.66%住院和12.59%死亡。疲劳是PD-1/L1-irH最突出的症状,接着是厌食症,低钠血症,低血压,对84例病例的分析显示。同时,孤立的促肾上腺皮质激素(ACTH)缺乏症在PD-1/L1-irH中尤为普遍(85.71%),而性腺激素或垂体后叶激素缺乏很少见。几乎所有病例都给予糖皮质激素(81/84),61.9%的病例有生理或应激剂量,26.2%的病例使用高剂量。大多数病例(58.3%)在诊断PD-1/L1-irH之前显示出良好的肿瘤反应。PD-1/L1-irH可能在整个治疗期间发生,甚至在停药后。临床医生应该更加关注PD-1抑制剂的使用者,男性和老年患者。早期诊断和及时管理对PD-1/L1-irH至关重要,因为它可能危及生命。
    To get a thorough understanding of PD-1/L1 inhibitor-related hypophysitis (PD-1/L1-irH), we utilized a combination of disproportionality analysis and case analysis to comprehensively characterize the clinical features of PD-1/L1-irH. Significant signals of hypophysitis were detected for all PD-1/PD-L1 inhibitors in the FAERS (FDA Adverse Event Reporting System). As revealed by both FAERS and the case analysis, PD-1/L1-irH occurred more commonly in males, PD-1 inhibitors users and patients older than 65 years. The median onset time was 101 days in FAERS and 8 cycles in the case analysis. In the case analysis, eight late-onset PD-1/L1-irHs occurred even after a discontinuation of several months (4-15 months). As revealed in FAERS, the outcome of PD-1/L1-irH tended to be poor, generally resulting in 64.66% hospitalization and 12.59% death. Fatigue was the most prominent symptom of PD-1/L1-irH, followed by anorexia, hyponatremia, and hypotension, as revealed by the analysis of 84 cases. Meanwhile isolated adrenocorticotropic (ACTH) deficiency was particularly prevalent for PD-1/L1-irH (85.71%), while gonadal hormones or posterior pituitary hormones deficiencies were rare. Glucocorticoids were administered to almost all cases (81/84), with a physiologic or stress dosage in 61.9% of cases, and a high-dose in 26.2% of cases. Most cases (58.3%) showed a favorable tumor response before diagnosis of PD-1/L1-irH. PD-1/L1-irH may occur throughout the whole therapy period even after discontinuation. Clinicians should pay more attention to PD-1 inhibitor users, males and older patients. Early diagnosis and prompt managements are crucial for PD-1/L1-irH as its potentially life-threatening nature.
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  • 文章类型: Journal Article
    革兰氏阳性厌氧细菌艰难梭菌(CD)可以产生强烈的外毒素,导致医院感染,它是卫生保健相关感染性腹泻的最常见原因。基于EudraVitilance(EV)自发的个体病例安全报告,我们对艰难梭菌感染(CDI)病例进行了描述性分析,这些病例报告了与使用头孢曲松有关的自发性不良反应,多粘氨甲磺酸盐,环丙沙星,庆大霉素,利奈唑胺,美罗培南,还有哌拉西林/他唑巴坦.大多数在EV中登记的与CDI相关的ADR报告与头孢曲松相关(33%),环丙沙星(28%),哌拉西林/他唑巴坦(21%)。此外,进行的不成比例分析显示,与克林霉素相比,所有研究的抗生素报告概率较低.药物与不良反应发生之间的因果关系不能仅从EV数据来确定,多报,报告偏差可能会影响结果。在对收集到的数据进行分析的基础上,这项研究强调了抗生素消费监测和监测计划的重要性.此外,使用标准化的实验室测试来准确定义CDI的性质至关重要。为了防止这种感染,专家应该合作并严格遵守抗生素管理计划,卫生习惯,和隔离协议。
    The Gram-positive anaerobic bacterium Clostridioides difficile (CD) can produce intense exotoxins, contributing to nosocomial infections, and it is the most common cause of health-care-associated infectious diarrhea. Based on spontaneous Individual Case Safety Reports from EudraVigilance (EV), we conducted a descriptive analysis of Clostridioides difficile infection (CDI) cases that reported a spontaneous adverse reaction related to using ceftriaxone, colistimethate, ciprofloxacin, gentamicin, linezolid, meropenem, and piperacillin/tazobactam. Most ADR reports registered in EV that were related to CDI were associated with ceftriaxone (33%), ciprofloxacin (28%), and piperacillin/tazobactam (21%). Additionally, the disproportionality analysis performed showed that all studied antibiotics had a lower reporting probability when compared to clindamycin. A causal relationship between a drug and the occurrence of an adverse reaction cannot be established from EV data alone because the phenomena of underreporting, overreporting, and reporting bias may affect the results. Based on the analysis of the collected data, this study underlines the importance of surveillance and monitoring programs for the consumption of antibiotics. Furthermore, it is essential to use standardized laboratory tests to define CDI\'s nature accurately. To prevent this infection, specialists should collaborate and adhere strictly to antibiotic stewardship programs, hygiene practices, and isolation protocols.
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  • 文章类型: Journal Article
    Nirmatrelvir/利托那韦是一种新型的COVID-19口服抗病毒药,他克莫司是一种广泛使用的免疫抑制剂。预期尼马特雷韦/利托那韦与他克莫司之间的药物-药物相互作用。然而,在现实世界中关于药物-药物相互作用的信息是有限的。我们的目标是评估他克莫司和尼马特雷韦/利托那韦之间的药物相互作用,并根据FAERS数据库进行不成比例的分析,以评估由于其联合治疗COVID-19而导致的肾毒性的潜在风险。
    使用报告优势比(ROR)方法进行不相称性分析,基于COVID-19药物联合他克莫司10次以上的背景进行子集分析。
    在不相称性分析中,Nirmatrelvir/利托那韦和他克莫司的联合使用与急性肾损伤显着相关(41.13%),血清肌酐升高(14.18%),肾功能衰竭(2.84%)和肾功能损害(2.84%)。这些急性肾损伤和血清肌酐增加的阳性信号在亚组分析中仍然强烈保留。在Nirmatrelvir/利托那韦单组中未检测到类似的阳性信号。仅在西尔加维玛/替沙格维单抗-他克莫司组和雷德西韦-他克莫司组中,急性肾损伤被认为是弱阳性信号,在亚组分析中消失.
    研究结果表明,尼马特雷韦/利托那韦和他克莫司之间存在显着的药物相互作用,并证实它们的组合用于COVID-19治疗大大增加了急性肾损伤的风险。
    UNASSIGNED: Nirmatrelvir/ritonavir is a new oral antiviral agent for COVID-19, and tacrolimus is a widely used immunosuppressant. Drug-drug interaction between Nirmatrelvir/ritonavir and tacrolimus is expected. However, information regarding the drug-drug interaction in a real-world setting is limited. We aim to evaluate drug-drug interaction between tacrolimus and Nirmatrelvir/ritonavir and perform a disproportionality analysis to assess the potential risk of nephrotoxicity due to their combination for COVID-19 treatment based on the FAERS database.
    UNASSIGNED: Disproportionality analysis was performed using the reporting odds ratio (ROR) method, and subset analysis was conducted based on the background of COVID-19 drugs combined with tacrolimus more than 10 times.
    UNASSIGNED: In disproportionality analysis, combination of Nirmatrelvir/ritonavir and tacrolimus was significantly associated with acute kidney injury (41.13%), serum creatinine increased (14.18%), renal failure (2.84%), and renal impairment (2.84%). These positive signals of acute kidney injury and serum creatinine increased still strongly retained in subset analysis. No similar positive signals were detected in Nirmatrelvir/ritonavir-single group. Only in Cilgavimab/Tixagevimab-tacrolimus group and Remdesivir-tacrolimus group, acute kidney injury was recognized as weakly positive signals and disappeared in subset analysis.
    UNASSIGNED: The study results show significant drug-drug interaction between Nirmatrelvir/ritonavir and tacrolimus and confirm that their combination for COVID-19 treatment greatly increases risk of acute kidney injury.
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  • 文章类型: Journal Article
    背景:Lacosamide被许可用于治疗成人和儿童的局灶性癫痫发作,然而,关于其不良反应的信息很少。使用FDA不良事件报告系统(FAERS),我们试图评估可能与拉科沙胺相关的不良事件.
    方法:在2008年第四季度至2022年第二季度FAERS数据库的基础上,使用报告优势比(ROR)方法进行了不成比例分析,英国药品和保健产品监管局omnbius标准(MHRA)方法,和贝叶斯置信度传播神经网络(BCPNN)方法。我们为指定医疗事件(DME)筛查提取了有价值的阳性信号,重点评估和比较DME中出现的安全性信号与系统器官分类(SOC)分析。
    结果:共获得10,226份以拉科酰胺为主要可疑药物的不良反应报告,报告病例30960例,检测232个有价值的阳性信号,总共涉及20个SOC,其中最常报告的SOCs是神经系统疾病(6537例,55.21%),精神疾病(1530例,12.92%),损伤中毒和手术并发症(1059例,8.94%)。根据具有DME筛查结果的232个有价值的阳性信号,Stevens-Johnson综合征和心室纤颤的两个信号与DME列表中的PT信号一致,两个SOC专注于皮肤和皮下组织疾病和心脏疾病,分别。
    结论:我们的研究表明,应注意和避免与ADR相关的拉科沙胺的临床使用,因为它会增加心脏骤停的风险,心室纤颤,Stevens-Johnson综合征,和横纹肌溶解症.
    BACKGROUND: Lacosamide is licensed for the treatment of focal seizures in both adults and children, however there is little information available on its adverse reactions. Using the FDA Adverse Event Reporting System (FAERS), we seek to assess adverse occurrences that may be related to Lacosamide.
    METHODS: On the basis of the FAERS database from the fourth quarter of 2008 to the second quarter of 2022, disproportionality analysis was carried out using the reporting odds ratio (ROR) method, the United Kingdom Medicines and Healthcare Products Regulatory Agency omnbius standard (MHRA) method, and the bayesian confidence propagation neural network (BCPNN) method. We extracted valuable positive signals for designated medical event (DME) screening, focused on the evaluation and comparison of safety signals appearing in DME with system organ classification (SOC) analysis.
    RESULTS: A total of 10,226 adverse reaction reports with Lacosamide as the primary suspect drug were obtained, with 30,960 reported cases, detecting 232 valuable positive signals, involving a total of 20 SOCs, of which the most frequently reported SOCs were nervous system disorders (6537 cases, 55.21%), psychiatric disorders (1530 cases, 12.92%), injury poisoning and procedural complications (1059 cases, 8.94%). According to 232 valuable positive signals with DME screening results, two signals of stevens-johnson syndrome and ventricular fibrillation were consistent with PT signals on the DME list, with the two SOCs focusing on skin and subcutaneous tissue disorders and cardiac disorders, respectively.
    CONCLUSIONS: Our research demonstrates that the clinical use of Lacosamide should be noticed and avoided in relation to ADRs since it raises the risk of cardiac arrest, ventricular fibrillation, stevens-johnson syndrome, and rhabdomyolysis.
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  • 文章类型: Journal Article
    最近抑郁症的诊断激增,和选择性5-羟色胺再摄取抑制剂(SSRIs)是首选治疗方法。然而,研究表明,长期使用SSRIs可增加心血管风险,而无需对药物类别进行系统评估.为了提供临床指导,我们对6种最常用的SSRIs处方与心血管不良事件之间的关联进行了评估.从2004年第一季度到2022年第二季度,我们使用FDA不良事件报告系统(FAERS)进行了不成比例分析,并使用统计收缩转换确定了重要信号的大小。我们的研究显示心律失常,扭转尖端/QT延长,心肌病,和高血压是与SSRIs相关的最常见的不良事件之一.我们的分析还显示SSRIs与上述不良事件之间存在显着关联,中老年患者和女性发病率较高。我们进一步观察到心律失常的发生率呈上升趋势,扭转尖端/QT延长,和高血压,强调需要加强SSRIs患者的心脏监测。
    Depression diagnoses have surged recently, and selective serotonin reuptake inhibitors (SSRIs) are the go-to treatment. However, studies indicate that long-term use of SSRIs can increase cardiovascular risk without systematic evaluation of the drug class. To offer clinical guidance, we performed an evaluation of the association between the six most commonly prescribed SSRIs and cardiovascular adverse events. Using the FDA Adverse Event Reporting System (FAERS) from Q1 2004 to Q2 2022, we conducted a disproportionality analysis and determined the magnitude of significant signals using statistical shrinkage transformations. Our study revealed that arrhythmias, torsades de pointes/QT prolongation, cardiomyopathy, and hypertension were among the most prevalent adverse events linked to SSRIs. Our analysis also showed a significant association between SSRIs and the aforementioned adverse events, with higher incidence in middle-aged and elderly patients and women. We further observed a rising trend in the incidence of arrhythmias, torsades de pointes/QT prolongation, and hypertension, highlighting the need for heightened cardiac monitoring in patients on SSRIs.
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  • 文章类型: Journal Article
    目的:用于预防冠状病毒感染的COVID-19预防性疫苗于2021年2月14日在日本获得批准。疫苗的不良事件报告从日本不良药物事件救济(JADER)数据库收集,类似于药物。报告的优势比(ROR)和比例报告比(PRR)通常用于不成比例分析以检测安全性信号。因此,接种疫苗人群的不良事件报告可能会影响注册药物安全性信号的检测。这项研究通过使用不成比例分析分析JADER数据库,确定了不良事件报告对COVID-19预防性疫苗安全信号检测的影响。
    方法:我们从JADER数据集中提取数据,其中COVID-19疫苗被报告为可疑药物,并选择了报告数量排名前10位的不良事件。然后,我们根据选定的10个不良事件中的信息量提取了前30种药物,并比较了有和没有COVID-19疫苗报告数据的信号检测次数的变化。
    结果:研究期间JADER数据库中报告的不良事件总数为2,002,564。在报告总数中,85,489例(4.3%)报告了与COVID-19疫苗相关的不良事件。在10个选定的不良事件中报告的前30种药物中,发现包含COVID-19疫苗数据的ROR和PRR低于不包含COVID-19疫苗数据的ROR和PRR。ROR检测排除了245种药物中的23种,PRR检测排除了204种药物中的34种。
    结论:JADER中COVID-19疫苗不良事件报告数量的快速增加可能会影响不成比例分析对安全性信号的检测。
    OBJECTIVE: The COVID-19 prophylactic vaccine for the prevention of coronavirus infection was approved in Japan on February 14, 2021. Adverse event reports for the vaccine were collected from the Japan Adverse Drug Event Relief (JADER) database, similar to those for drugs. Reported odds ratios (RORs) and proportional reporting ratios (PRRs) are commonly used in disproportionality analysis to detect safety signals. Therefore, adverse event reports from the vaccinated population may affect the detection of safety signals for the registered drugs. This study determined the impact of adverse event reports on the detection of safety signals for a COVID-19 prophylactic vaccine by analyzing the JADER database using disproportionality analysis.
    METHODS: We extracted data from the JADER dataset, in which the COVID-19 vaccine was reported as a suspected drug, and selected the top 10 adverse events in terms of the number of reports. We then extracted the top 30 drugs by the amount of information in the selected 10 adverse events and compared the changes in the number of signal detections with and without the COVID-19 vaccine report data.
    RESULTS: The total number of adverse events reported in the JADER database during the study period was 2,002,564. Of the total number of reports, 85,489 (4.3%) reported adverse events related to the COVID-19 vaccine. Of the top 30 drugs reported in the 10 selected adverse events, the ROR and PRR were found to be lower with the inclusion of COVID-19 vaccine data than without. Detection by ROR excluded 23 out of 245 drugs, and detection by PRR excluded 34 out of 204 drugs.
    CONCLUSIONS: The rapid increase in the number of adverse event reports for the COVID-19 vaccine in JADER may affect the detection of safety signals by disproportionality analysis.
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  • 文章类型: Case Reports
    背景:最近,胰腺炎是钠-葡萄糖协同转运蛋白-2(SGLT2)抑制剂最常报告的不良事件之一.
    目的:通过不成比例分析和回顾病例报告,评估SGLT2抑制剂与胰腺炎风险之间的潜在关联。
    方法:使用FDA不良事件报告系统(FAERS)的自发报告进行了回顾性病例/非病例研究,VigiBase,和加拿大不良反应数据库(CARD)。不相称性分析通过计算比例报告比率(PRR)进行,报告赔率比(ROR),和信息组件(IC)。并行,我们对SGLT2抑制剂诱导的胰腺炎的病例报告进行了综述.
    结果:从FAERS中确定了总共524、510和40例疑似由SGLT2抑制剂引起的胰腺炎的自发报告,VigiBase,还有卡,分别。通过对FAERS数据的不相称性分析,在SGLT2抑制剂和胰腺炎之间确定了信号,依帕列净风险最高[PRR=3.9;下限(LB)ROR=3.4;IC025=1.7],其次是canagliflozin[PRR=3.6;LBROR=3.2;IC025=1.6],和达格列净[PRR=3.2;LBROR=2.7;IC025=1.4]。Vigibase和CARD数据分析重申了FAERS的发现。从系统的文献检索中确定的13例病例报告加强了这些发现,并强调了体格检查和实验室参数对早期诊断胰腺炎的重要性。
    结论:目前的研究发现使用SGLT2抑制剂有潜在的胰腺炎风险。迫切需要彻底调查这种情况,并采取必要的行动来避免或尽量减少风险。
    BACKGROUND: In recent times, pancreatitis has been one of the most frequently reported adverse events for sodium-glucose cotransporter-2 (SGLT2) inhibitors.
    OBJECTIVE: To evaluate the potential association between SGLT2 inhibitors and the risk of pancreatitis by analyzing the spontaneous reports through disproportionality analysis and reviewing case reports.
    METHODS: A retrospective case/non-case study was conducted using spontaneous reports from the FDA Adverse Event Reporting System (FAERS), VigiBase, and the Canadian Adverse Reaction Database (CARD). Disproportionality analysis was performed by calculating the Proportional Reporting Ratio (PRR), Reporting Odds Ratio (ROR), and the Information Component (IC). In parallel, a review of case reports was conducted on SGLT2 inhibitors-induced pancreatitis.
    RESULTS: A total of 524, 510, and 40 spontaneous reports of pancreatitis suspected to be caused by SGLT2 inhibitors were identified from FAERS, VigiBase, and CARD, respectively. Through the disproportionality analysis of FAERS data, a signal was identified between the SGLT2 inhibitors and pancreatitis, with empagliflozin having highest risk [PRR = 3.9; Lower Bound (LB) ROR = 3.4; IC025 = 1.7], followed by canagliflozin [PRR = 3.6; LB ROR = 3.2; IC025 = 1.6], and dapagliflozin [PRR = 3.2; LB ROR = 2.7; IC025 = 1.4]. VigiBase and CARD data analyses reiterated the findings of FAERS. Thirteen case reports identified from a systematic literature search strengthened these findings and highlighted the importance of physical examination and laboratory parameters for the early diagnosis of pancreatitis.
    CONCLUSIONS: The current study found a potential risk of pancreatitis with the use of SGLT2 inhibitors. There is an urgent need to thoroughly investigate the same and take the necessary action to avoid or minimize the risk.
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  • 文章类型: Journal Article
    来自肿瘤学临床试验的心脏不良事件的报告通常与来自临床观察或数据库审查的报告不一致。这些差异可能会导致混乱,由于文献中存在不同程度的风险,使用某些药物的真正心脏风险是不确定的。此外,这种差异可能导致创建过于谨慎的监视算法。这些报告差异的原因很复杂,通常反映了个体患者评估标准的微妙之处。临床试验数据和现实世界数据都有潜在的缺陷,使和解成为问题。重要的是,然而,两者都提供了有关不良事件风险的重要信息.导致这些差异的主要因素包括用于诊断事件的不同工具,以及如何解释这些工具。此外,临床试验参与者人群和现实世界人群的差异起着至关重要的作用.本文着眼于这些差异,并提供了一个观点,旨在帮助临床医生解释来自经过严格审查的临床试验和更广泛的现实数据的事件发生率的报告变化。
    Reports of cardiac adverse events from oncology clinical trials often are at variance with reports derived from clinical observations or data-base reviews. These differences may lead to confusion, as different levels of risks abound in the literature, and the true cardiac risk of using some agents is uncertain. Additionally, such discrepancies may lead to the creation of over-cautious surveillance algorithms. Reasons for these reported differences are complex and often reflect subtleties in the criteria for individual patient evaluation. Both clinical trial data and real-world data have potential flaws that make reconciliation problematic. Importantly, however, both provide crucial information regarding the risk of adverse events. Major factors contribute to these differences including different tools used to diagnose events, and how those tools are interpreted. Additionally, differences in the populations of clinical trial participants and real-world populations play a crucial role. This paper looks at these differences and provides a perspective intended to help clinicians interpret reported variations in event rates derived from highly scrutinized clinical trials and broader real-world data.
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