Disproportionality analyses

不相称性分析
  • 文章类型: Journal Article
    舒尼替尼被批准用于治疗转移性肾细胞癌(mRCC),伊马替尼耐药胃肠道间质瘤(GIST),和晚期胰腺神经内分泌肿瘤(PNET)。本研究旨在通过美国食品和药物管理局不良事件报告系统(FAERS)的数据挖掘来调查舒尼替尼的安全性。
    2006年第一季度至2024年第一季度舒尼替尼的个例安全性报告(ICSR)是从食品和药物管理局不良事件报告系统(FAERS)的ASCII数据包中收集的。标准化数据后,各种不相称性分析,包括报告赔率比(ROR),比例报告比率(PRR),贝叶斯置信度传播神经网络(BCPNN),多项目伽玛泊松收缩仪(MGPS)用于识别舒尼替尼相关AE的潜在安全性信号.
    在报告期内,共有35,923种ICSR的舒尼替尼被确定为“主要可疑”药物。搜索检测到276个不成比例的首选术语(PT)。最常见的AE,包括腹泻,虚弱,食欲下降,高血压,和味觉障碍,与药物标签和临床试验一致。意外重大AE,如葡萄膜黑色素细胞增生,唾液腺瘘,黄皮肤,睫毛变色,阴囊炎症,被检测到。舒尼替尼相关不良事件的中位发病时间为57天(四分位距[IQR]16-170天),大多数ICSR在开始舒尼替尼治疗后的第一个月内发展(n=4,582,39.73%)。
    我们的研究结果与常规临床观察结果一致,舒尼替尼也发现了一些意外的AE信号,为舒尼替尼在现实世界中的安全使用提供有价值的证据,并有助于舒尼替尼的临床监测和风险识别。
    UNASSIGNED: Sunitinib is approved for the treatment of metastatic renal cell carcinoma (mRCC), imatinib-resistant gastrointestinal stromal tumors (GIST), and advanced pancreatic neuroendocrine tumors (PNET). This study aims to investigate the safety profiles of sunitinib through data mining of the US Food and Drug Administration Adverse Event Reporting System (FAERS).
    UNASSIGNED: The individual case safety reports (ICSRs) on sunitinib from 2006 Q1 to 2024 Q1 were collected from the ASCII data packages in the Food and Drug Administration Adverse Event Reporting System (FAERS). After standardizing the data, a variety of disproportionality analyses, including the reporting odds ratio (ROR), the proportional reporting ratio (PRR), the bayesian confidence propagation neural network (BCPNN), and the multi-item gamma Poisson shrinker (MGPS) were employed to identify the potential safety signals of sunitinib-associated AEs.
    UNASSIGNED: A total of 35,923 ICSRs of sunitinib as the \"primary suspected\" drug were identified within the reporting period. The search detected 276 disproportionate preferred terms (PTs). The most common AEs, including diarrhea, asthenia, decreased appetite, hypertension, and dysgeusia, were consistent with the drug label and clinical trials. Unexpected significant AEs, such as uveal melanocytic proliferation, salivary gland fistula, yellow skin, eyelash discoloration, scrotal inflammation, were detected. The median onset time of sunitinib-related AEs was 57 days (interquartile range [IQR]16-170 days), with most of the ICSRs developing within the first month (n = 4,582, 39.73%) after sunitinib therapy as initiated.
    UNASSIGNED: The results of our study were consistent with routine clinical observations, and some unexpected AEs signals were also identified for sunitinib, providing valuable evidence for the safe use of sunitinib in the real-world and contributing to the clinical monitoring and risk identification of sunitinib.
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  • 文章类型: Journal Article
    Eteplirsen(Exondys51)是一种被批准用于治疗Duchenne肌营养不良(DMD)的孤儿药物,在2016年获得美国食品和药物管理局(FDA)的加速批准。这项研究的主要目的是密切监测与eteplirsen相关的不良事件(AE),并识别新出现的信号以更好地表征其安全性。
    从2016年第三季度(Q3)到2023年第四季度(Q4)报告的eteplirsen使用不良事件从FDA不良事件报告系统(FAERS)收集。AE的role_code主要包括主要嫌疑人(PS),次要嫌疑人(SS),伴随(C),互动(I)。本研究的目标是以PS为role_cod的报告。\'根据FDA的重复数据删除规则,当CASEID相同时,选择最新的FDA_DT,并且当CASEID和FDA_DT相同时,选择较高的PRIMARYID。不相称性分析,包括四种报告赔率比(ROR)的算法,比例报告比率(PRR),贝叶斯配置提升神经网络(BCPNN),和多项目伽玛泊松收缩器(MGPS),用于量化与eteplirsen相关的AE信号。
    来自FAERS数据库,在整个研究期间,共收集了13,205,369份报告.在根除重复之后,将eteplirsen指定为PS的报告数量达1480例,涵盖25个器官系统.其中,“一般疾病和给药地点条件,\"\"伤害,中毒,和手术并发症,\"\"呼吸,胸廓,纵隔疾病,“\”感染和感染,血管疾病,\"和\"产品问题\"至少满足四个计算标准之一。此外,55个与规定算法一致的首选术语(PT)。这些患者中AE的中位时间为903天,四分位距(IQR)为269-1575天。此外,70.04%的AE在治疗开始后一年或更长时间出现。
    作为加速批准的孤儿药,我们的研究证实了众所周知的药物不良反应,并确定了与eteplirsen治疗相关的潜在安全性问题.这有助于更深入地了解不良反应与eteplirsen的使用之间的复杂相互关系。研究结果强调了持续监测和持续观察对及时发现和有效管理不良事件至关重要。从而提高了用eteplirsen治疗DMD的患者的整体安全性和幸福感。
    UNASSIGNED: Eteplirsen (Exondys 51) is an orphan drug approved for the treatment of Duchenne muscular dystrophy (DMD), having received accelerated approval from the U.S. Food and Drug Administration (FDA) in 2016. The primary aim of this study is to closely monitor adverse events (AEs) associated with eteplirsen and to identify emerging signals to better characterize their safety profile.
    UNASSIGNED: AEs due to eteplirsen usage reported from the third quarter (Q3) of 2016 to the fourth quarter (Q4) of 2023 were collected from the FDA Adverse Event Reporting System (FAERS). The role_code of AEs mainly includes primary suspect (PS), secondary suspect (SS), concomitant (C), and interaction (I). This study targeted reports with a role_cod of \'PS.\' According to the FDA deduplication rule, the latest FDA_DT is selected when the CASEID is the same, and the higher PRIMARYID is selected when the CASEID and FDA_DT are the same. Disproportionality analyses, encompassing four algorithms for reporting odds ratio (ROR), proportional reporting ratio (PRR), Bayesian configuration promotion neural network (BCPNN), and multi-item gamma Poisson shrinker (MGPS), were utilized to quantify the signals of AEs associated with eteplirsen.
    UNASSIGNED: From the FAERS database, a total of 13,205,369 reports were amassed throughout the study duration. Following the eradication of duplicates, the number of reports with eteplirsen designated as the PS amounted to 1480 encompassed 25 organ systems. Among these, \"general disorders and administration site conditions,\" \"injury, poisoning, and procedural complications,\" \"respiratory, thoracic, and mediastinal disorders,\" \"infections and infestations,\" \"vascular disorders,\" and \"product issues\" met at least one of the four computational criteria. Additionally, 55 Preferred Terms (PTs) aligned with the prescribed algorithms. The median time to AEs in these patients was 903 days with an interquartile range (IQR) of 269-1575 days. Moreover, 70.04 % of AEs manifested one year or more after the initiation of treatment.
    UNASSIGNED: As an orphan drug granted accelerated approval, our study has confirmed well-known adverse drug reactions and identified potential safety issues associated with eteplirsen treatment. This has contributed to a deeper understanding of the complex interrelations between adverse reactions and the use of eteplirsen. The findings underscore the critical importance of ongoing monitoring and sustained observation to promptly detect and effectively manage AEs, thereby enhancing the overall safety and well-being of patients treated with eteplirsen for DMD.
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  • 文章类型: Journal Article
    拉科沙胺是第一个被批准的第三代抗癫痫药物。然而,有关大样本心脏不良反应的真实数据仍需要完成.我们使用食品和药物管理局不良事件报告系统(FAERS)评估了拉科沙胺的心脏安全性。我们进行了不成比例分析,计算报告比值比(ROR)作为定量指标,以评估2013年第一季度至2022年第四季度拉科沙胺相关心脏不良事件(AE)的信号。当ROR的95%置信区间(CI)的下限超过1时,该信号被认为是显着的,并且报告了≥5个AE。通过统计分析比较严重和非严重病例。并使用评级量表进一步确定信号的优先级。共发现812例与拉科沙胺相关的心脏不良事件,检测到92个信号,其中17个AE是显著相关的信号。中度优先信号的中位发病时间(TTO)为10天,而对于弱优先级信号,这是54天。值得注意的是,所有心脏不良事件均表现为早期失败模式,表明风险逐渐降低。基于对FAERS数据库的综合分析和心脏AE信号的优先排序,我们的研究提高了医疗保健专业人员对与拉科沙胺相关的心脏不良事件的认识.
    Lacosamide was the first approved third-generation antiepileptic drug. However, real-world data regarding its adverse cardiac reactions in large samples still need to be completed. We evaluated the cardiac safety profile of lacosamide using the Food and Drug Administration Adverse Event Reporting System (FAERS). We performed disproportionality analysis computing reporting odds ratio (ROR) as a quantitative metric to assess the signal of lacosamide-related cardiac adverse events (AEs) from 2013 Q1 to 2022 Q4. The signal was considered significant when the lower limit of the 95% confidence interval (CI) of the ROR exceeded 1, and ≥ 5 AEs were reported. Serious and nonserious cases were compared by statistical analysis, and signals were further prioritized using a rating scale. A total of 812 cardiac AEs associated with lacosamide were identified, and 92 signals were detected, of which 17 AEs were significantly associated signals. The median time-to-onset (TTO) for moderate priority signals was 10 days, whereas for weak priority signals, it was 54 days. Notably, all cardiac AEs exhibited an early failing pattern, indicating the risk gradually decreasing. Based on the comprehensive analysis of the FAERS database and prioritization of cardiac AE signals, our research enhances the awareness among healthcare professionals regarding cardiac AEs associated with lacosamide.
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  • 文章类型: Journal Article
    他汀类药物被认为是治疗高胆固醇血症的主要药物。他汀类药物治疗可降低2型糖尿病(DM)患者心血管疾病的发生率,这是公认的multipal临床指南。但是先前的研究在长期使用他汀类药物是否可以改善糖尿病患者的肾功能方面存在矛盾的结果。
    评价糖尿病患者他汀类药物治疗与慢性肾脏病的相关性。
    这是一项基于现实世界数据的回顾性不相称性分析和队列研究。包括2004年第一季度至2022年第四季度在美国食品和药物管理局不良事件报告系统(FAERS)中报告的所有DM病例。通过估计报告比值比(ROR)和信息成分(IC)进行不成比例分析。在纳入的糖尿病病例中,我们进一步比较了他汀类药物组与其他主要可疑药物组之间的CKD比值比(OR)。
    我们最终纳入了FAERS的593647例DM病例,他汀类药物组CKD5113例(5.31%),对照组CKD8810例(1.77%)。数据分析显示他汀类药物组出现显著的CKD信号(ROR:3.11,95%CI:3.00-3.22;IC:1.18,95%CI:1.07-1.29)。在有两种或两种以上他汀类药物治疗史的病例组中,CKD信号更强(ROR:19.56,95%CI:18.10-21.13;IC:3.70,95%CI:3.44-3.93)。
    他汀类药物治疗对2型糖尿病(DM)患者肾脏疾病进展的影响尚不明确。对当前的FAERS数据集进行数据挖掘后,我们在糖尿病患者中发现了他汀类药物治疗与CKD之间的重要信号.此外,使用他汀类药物的DM患者的CKD发生率高于未使用他汀类药物的DM患者.
    UNASSIGNED: Statins were regarded as a main medication for managing hypercholesterolemia. Administration of statin therapy could reduce the incidence of cardiovascular disease in individuals diagnosed with type 2 diabetes mellitus (DM), which was recognized by multipal clinical guidelines. But previous studies had conflicting results on whether the long-term use of statins could benefit the renal function in diabetic patients.
    UNASSIGNED: To evaluate the association between statin treatment and Chronic Kidney Disease in DM patients.
    UNASSIGNED: This is a retrospective disproportionality analysis and cohort study based on real-world data. All DM cases reported in US Food and Drug Administration adverse event reporting system (FAERS) between the first quarter of 2004 and the fourth quarter of 2022 were included. Disproportionality analyses were conducted by estimating the reporting odds ratio (ROR) and the information component (IC). We further compared the CKD odds ratio (OR) between the statins group and the other primary suspected drug group among the included diabetes mellitus cases.
    UNASSIGNED: We finally included 593647 DM cases from FAERS, 5113 (5.31%) CKD cases in the statins group and 8810 (1.77%) CKD cases in the control group. Data analysis showed that the statins group showed a significant CKD signal (ROR: 3.11, 95% CI: 3.00-3.22; IC: 1.18, 95% CI: 1.07-1.29). In case group with two or more statins treatment history, the CKD signal was even stronger (ROR: 19.56, 95% CI: 18.10-21.13; IC: 3.70, 95% CI:3.44-3.93) compared with cases with one statin treatment history.
    UNASSIGNED: The impact of statin therapy on the progression of renal disease in individuals diagnosed with type 2 diabetes mellitus (DM) remains inconclusive. After data mining on the current FAERS dataset, we discovered significant signals between statin treatment and CKD in diabetic patients. Furthermore, the incidence rate of CKD was higher among DM patients who used statins compared to those who did not.
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  • 文章类型: Journal Article
    Sotorasib已被批准用于治疗KRASG12C突变的局部晚期或转移性非小细胞肺癌(NSCLC)的成年患者。由于临床试验的局限性,无法检测到潜在不良事件(AE)和长期安全性问题。本研究旨在使用FDA不良事件报告系统(FAERS)数据库评估索托拉西布相关的AE。
    收集数据库中索托拉西的上市后AE报告进行分析。不相称性分析,包括报告赔率比(ROR),比例报告比率(PRR),信息分量(IC)和经验贝叶斯几何平均(EBGM)算法,进行以挖掘索托拉西布相关AE的信号。中位持续时间,使用四分位数和Weibull形状参数(WSP)检验来评估起效时间数据。
    该数据库包含1538例主要嫌疑人(PS),检测到27个信号,在5个SOC中散射。肝胆疾病的SOC(182,ROR4.48,PRR4.07,IC2.02,EBGM4.07)符合四个方法学阈值。索托拉西相关AE的中位发病时间为42天(四分位距[IQR]14-86.75天)。随着时间的推移,不同的SOC具有不同类型的风险。
    获得营销授权后,该研究确定了所有预期报告频率高于预期的潜在相关不良事件(AE)信号,并在索托拉西治疗期间对其进行了表征.
    UNASSIGNED: Sotorasib has been approved for the treatment of adult patients with KRAS G12C-mutated locally advanced or metastatic non-small cell lung cancer (NSCLC). Due to the limitations of clinical trials, potential adverse events (AEs) and long-term safety issues cannot be detected. The presented study aimed to evaluate sotorasib-associated AEs using the FDA Adverse Event Reporting System (FAERS) database.
    UNASSIGNED: Post-marketing AE reports of sotorasib in the database were collected for analysis. Disproportionality analyses, including the reporting odds ratio (ROR), proportional reporting ratio (PRR), information component (IC) and empirical bayes geometric mean (EBGM) algorithms, were performed to mine the signals of sotorasib-associated AEs. The median duration, quartiles and the Weibull shape parameter (WSP) test were used to assess the onset time data.
    UNASSIGNED: The database contained 1538 cases of sotorasib as primary suspect (PS), with 27 signals detected, scattering in 5 SOCs. The SOC of hepatobiliary disorders (182, ROR 4.48, PRR 4.07, IC 2.02, EBGM 4.07) met the four methodological thresholds. The median onset time of sotorasib-associated AEs was 42 days (interquartile range [IQR] 14-86.75 days). Different SOCs had different types of risk over time.
    UNASSIGNED: After obtaining marketing authorization, the study identified all potentially relevant adverse event (AE) signals expected to have a reporting frequency higher than anticipated and characterized them during sotorasib treatment.
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  • 文章类型: Journal Article
    本研究的目的是调查由CDK4/6抑制剂(CDK4/6isabemaciclib,ribociclib,和palbociclib通过全面分析FDA不良事件报告系统(FAERS)数据库。此外,通过药物-基因网络分析探讨了CDK4/6is相关肝损伤的潜在毒理学机制.
    在这项回顾性观察研究中,我们收集了2014年1月至2023年3月FAERS关于DILI与CDK4/6i使用相关的报告.我们使用报告比值比(ROR)进行了不相称性分析,置信区间为95%(CI)。随后进行通路富集分析和药物-基因网络分析以确定CDK4/6i诱导的肝损伤的潜在机制。
    我们发现ribociclib(ROR=2.60)和abemaciclib(ROR=2.37)的DILI阳性信号。与肝脏相关的调查相关的DILIs,标志,3例CDK4/6is报告均证实症状.此外,腹水被确定为palbociclib未列出的肝脏不良反应。我们分离了189个相互作用的靶基因,将CDK4/6抑制剂与肝损伤联系起来。几个关键基因,如STAT3,HSP90AA1和EP300,通过蛋白质-蛋白质分析显示,强调他们在网络中的核心作用。这些基因的KEGG途径富集突出了多个途径。
    我们的研究揭示了不同CDK4/6抑制剂之间肝胆毒性的差异,瑞博西尼显示出最高的肝损伤风险,其次是abemaciclib,而palbociclib显得相对安全。我们的发现强调了谨慎使用CDK4/6抑制剂的必要性,对于长期使用CDK4/6抑制剂,建议定期监测肝功能。
    UNASSIGNED: The aim of this study was to investigate the potential risk of drug-induced liver injury (DILI) caused by the CDK4/6 inhibitors (CDK4/6is abemaciclib, ribociclib, and palbociclib by comprehensively analyzing the FDA Adverse Event Reporting System (FAERS) database. Moreover, potential toxicological mechanisms of CDK4/6is-related liver injury were explored via drug-gene network analysis.
    UNASSIGNED: In this retrospective observational study, we collected reports of DILI associated with CDK4/6i use from the FAERS dated January 2014 to March 2023. We conducted disproportionality analyses using the reporting odds ratio (ROR) with a 95% confidence interval (CI). Pathway enrichment analysis and drug-gene network analyses were subsequently performed to determine the potential mechanisms underlying CDK4/6i-induced liver injury.
    UNASSIGNED: We found positive signals for DILI with ribociclib (ROR = 2.60) and abemaciclib (ROR = 2.37). DILIs associated with liver-related investigations, signs, and symptoms were confirmed in all three reports of CDK4/6is. Moreover, ascites was identified as an unlisted hepatic adverse effect of palbociclib. We isolated 189 interactive target genes linking CDK4/6 inhibitors to hepatic injury. Several key genes, such as STAT3, HSP90AA1, and EP300, were revealed via protein-protein analysis, emphasizing their central roles within the network. KEGG pathway enrichment of these genes highlighted multiple pathways.
    UNASSIGNED: Our study revealed variations in hepatobiliary toxicity among the different CDK4/6 inhibitors, with ribociclib showing the highest risk of liver injury, followed by abemaciclib, while palbociclib appeared relatively safe. Our findings emphasize the need for cautious use of CDK4/6 inhibitors, and regular liver function monitoring is recommended for long-term CDK4/6 inhibitor use.
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  • 文章类型: Journal Article
    胰高血糖素样肽-1受体激动剂(GLP-1RA)由于其在血糖控制和体重管理中的显著功效而被广泛使用。在现实世界的背景下,已观察到某些精神病不良事件(AE)的表现,这可能与GLP-1RA的施用有关。这项研究的目的是对与GLP-1RA相关的精神病性AE进行全面调查和表征。
    我们从FDA不良事件报告系统(FAERS)数据库检索了2004年第一季度(Q1)至2023年第一季度与GLP-1RA治疗相关的不良事件报告。进行描述性分析以检查由GLP-1RA引起的精神病性AE的临床特征和发病时间。此外,使用报告比值比(ROR)进行不相称性分析,以确定GLP-1RA相关的精神不良事件。
    在使用GLP-1RA治疗的181,238例不良事件报告中,共分析了8,240例精神病不良事件报告。在这些案例中,与男性相比,女性所占比例更高(65.89%vs.30.96%)。这些患者的中位年龄为56岁,四分位数间距(IQR)为48-67年,基于286例病例报告中的可用数据。这项研究表明,整体GLP-1RA相关AE的中位发病时间为31天(IQR=7-145.4天),GLP-1RA方案之间的差异。具体来说,艾塞那肽在45天有明显更长的起效时间(IQR=11-213天),与其他五个GLP-1RA的起效时间有统计学显著差异(p<0.0001)。此外,八类精神病性不良事件,即,紧张(ROR=1.97,95%CI=1.85-2.11),应力(ROR=1.28,95%CI=1.19-1.38),进食障碍(ROR=1.57,95%CI=1.40-1.77),害怕注射(ROR=1.96,95%CI=1.60-2.40),一般医学状况导致的睡眠障碍-失眠类型(ROR=2.01,95%CI=1.60-2.52),暴饮暴食(ROR=2.70,95%CI=1.75-4.16),害怕进食(ROR3.35,95%CI=1.65-6.78),和自我诱发的呕吐(ROR=3.77,95%CI=1.77-8.03),通过不相称性分析,将其定义为GLP-1RA相关的精神不良事件。
    我们的研究结果表明GLP-1RA与特定精神不良事件的发生之间存在显著关联。尽管这项药物警戒研究的观察性质和FAERS数据库的固有局限性,我们在这项工作中的初步发现可以为理解GLP-1RA治疗可能发生的潜在精神不良事件提供更好的基础,协助临床医生关注这些不良事件,并提供早期干预措施,以实现最佳风险管理。
    Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) are widely used due to their profound efficacy in glycemic control and weight management. Within real-world contexts, the manifestation of certain psychiatric adverse events (AEs) has been observed, which is potentially linked to the administration of GLP-1 RAs. The objective of this study was to undertake a comprehensive investigation and characterization of the psychiatric AEs associated with GLP-1 RAs.
    We retrieved reports of AEs associated with treatment with GLP-1 RAs during the period from the first quarter (Q1) of 2004 to Q1 2023 from the FDA Adverse Event Reporting System (FAERS) database. Descriptive analysis was performed to examine the clinical characteristics and time to onset of the psychiatric AEs caused by GLP-1 RAs. Moreover, disproportionality analyses were performed using the reporting odds ratio (ROR) to identify GLP-1 RA-related psychiatric AEs.
    A total of 8,240 reports of psychiatric AEs were analyzed out of 181,238 AE reports with treatment with GLP-1 RAs. Among these cases, a higher percentage was represented by women compared to men (65.89% vs. 30.96%). The median age of these patients was 56 years, with an interquartile range (IQR) of 48-67 years, based on data available in 286 case reports. This study showed that the median time to onset of the overall GLP-1 RA-related AEs was 31 days (IQR = 7-145.4 days), which varied among GLP-1 RA regimens. Specifically, exenatide had a significantly longer onset time at 45 days (IQR = 11-213 days), with statistically significant differences from the onset times of the other five GLP-1 RAs (p< 0.0001). Moreover, eight categories of psychiatric AEs, namely, nervousness (ROR = 1.97, 95% CI = 1.85-2.11), stress (ROR = 1.28, 95% CI = 1.19-1.38), eating disorder (ROR = 1.57, 95% CI = 1.40-1.77), fear of injection (ROR = 1.96, 95% CI = 1.60-2.40), sleep disorder due to general medical condition-insomnia type (ROR = 2.01, 95% CI = 1.60-2.52), binge eating (ROR = 2.70, 95% CI = 1.75-4.16), fear of eating (ROR 3.35, 95% CI = 1.65-6.78), and self-induced vomiting (ROR = 3.77, 95% CI = 1.77-8.03), were defined as GLP-1 RA-related psychiatric AEs through disproportionality analysis.
    Our findings demonstrate a significant association between GLP-1 RAs and the development of specific psychiatric AEs. Despite the observational nature of this pharmacovigilance study and the inherent limitations of the FAERS database, our preliminary findings in this work could provide a better basis for understanding the potential psychiatric AEs that may occur with GLP-1 RA treatment, assisting clinicians to focus on these AEs and provide early intervention for optimal risk management.
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  • 文章类型: Journal Article
    自2018年以来,美国食品和药物管理局(FDA)已批准四种CGRP单克隆抗体(mAb)用于预防偏头痛。然而,人们担心这四种药物在实际使用中的安全性。
    将四种CGRP-mAb的不良事件概况与FAERS数据进行比较。
    该研究基于FAERS数据库的记录。本研究仅包括含有CGRP-mAb的活性成分之一的报告。进行不相称性分析,包括但不限于报告比值比(ROR)和信息成分(IC),以确定药物-AE关联。
    总共,针对CGRP-mAb确定了58110例报告。不成比例地报告了80个重叠信号。它们影响了一系列器官和系统,包括胃肠和心血管系统,皮肤,和头发。此外,4种CGRP-mAb的罕见心血管不良事件有显著差异.
    我们确定CGRP-mAb的许多共享潜在信号(重叠信号)为多个系统和器官中的可疑药物。未标记的公共信号可以指示潜在的安全问题。此外,四个CGRP-mAb之间的潜在安全信号有所不同,特别是在心血管系统中,需要进一步的研究来确认这些关联和潜在的临床意义.
    UNASSIGNED: Four CGRP Monoclonal Antibodies (mAbs) have been approved for migraine prophylaxis by the Food and Drug Administration (FDA) since 2018. However, there are concerns about the safety of these four drugs for real-world use.
    UNASSIGNED: To compare the adverse event profiles of four CGRP-mAbs with FAERS data.
    UNASSIGNED: The study was based on records from the FAERS database. Only reports containing one of the active ingredients with CGRP-mAbs were included in this study. Disproportionality analyses including but not limited to reporting odds ratio (ROR) and information components (IC) were conducted to identify drug-AE associations.
    UNASSIGNED: In total, 58110 reports were identified for CGRP-mAbs. 80 overlapping signals were disproportionately reported. They affected a range of organs and systems, including the gastrointestinal and cardiovascular systems, skin, and hair. Additionally, the rare cardiovascular adverse events were significantly different among the four CGRP-mAbs.
    UNASSIGNED: We identified numerous shared underlying signals (overlapping signals) for CGRP-mAbs as suspected drugs in multiple systems and organs. The unlabeled common signals may indicate potential safety issues. In addition, the underlying safety signals varied among the four CGRP-mAbs, particularly in the cardiovascular system, and further studies are needed to confirm these associations and the potential clinical implications.
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  • 文章类型: Journal Article
    背景:阿帕鲁胺是一类新药,被批准用于治疗前列腺癌(PCa)。我们研究的目的是通过美国食品和药物管理局不良事件报告系统(FAERS)的数据挖掘评估阿帕鲁胺在现实世界中的安全性。方法:我们纳入了2018年第1季度(2018Q1)至2022年第1季度(2022Q1)提交给FAERS的阿帕鲁胺不良事件(AE)报告。不相称性分析,包括报告赔率比(ROR),进行鉴定接受阿帕鲁胺的患者的AE信号。如果报告ROR>1的95%置信区间(CI)的下限和至少3个AE,则检测到信号。结果:FAERS数据库记录了2018年1月1日至2022年3月31日期间4,156份关于阿帕鲁胺的报告。总共保留了100个显着的不成比例的首选术语(PT)。在接受阿帕鲁胺的患者中经常观察到的AE包括皮疹,疲劳,腹泻,热冲洗,fall,体重下降,高血压。最重要的系统器官类别(SOC)是“皮肤和皮下组织疾病”,主要包括皮肤病学不良事件(dAE)。观察到的具有显著信号的其他AE包含苔藓样角化病,嗜酸性粒细胞计数增加,细菌性肺炎,肺结核,肾积水.结论:我们的发现为现实世界中的阿帕鲁胺安全性提供了有价值的证据,这可以帮助临床医生和药师提高警惕,提高阿帕鲁胺在临床实践中的安全性。
    Background: Apalutamide is a new drug class, which is approved to treat prostate cancer (PCa). The aim of our study was to assess the safety profiles of apalutamide in real-world through data mining of the United States Food and Drug Administration Adverse Event Reporting System (FAERS). Method: We included adverse event (AE) reports regarding apalutamide submitted to the FAERS from 2018 quarter 1 (2018Q1) to 2022 quarter 1 (2022Q1). Disproportionality analyses, including reporting odds ratio (ROR), were performed to identify the signals of AEs in patients receiving apalutamide. A signal was detected if the lower limit of the 95% confidence interval (CI) of ROR >1 and at least 3 AEs were reported. Results: The FAERS database documented 4,156 reports regarding apalutamide from 1 January 2018, to 31 March 2022. A total of 100 significant disproportionality preferred terms (PTs) were retained. Frequently observed AEs in patients receiving apalutamide included rash, fatigue, diarrhea, hot flush, fall, weight decreased, hypertension. The most significant system organ class (SOC) was \"skin and subcutaneous tissue disorders\", which mainly consisted of dermatological adverse events (dAEs). The additional AEs observed with the significantly signal contain lichenoid keratosis, increased eosinophil count, bacterial pneumonia, pulmonary tuberculosis, hydronephrosis. Conclusion: Our findings provide valuable evidence for apalutamide safety profile in the real-world, which could help clinicians and pharmacists to enhance their vigilance and improve the safety of apalutamide in clinical practice.
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  • 文章类型: Journal Article
    基于自发报告系统的药物警戒研究使用不相称性分析方法来识别报告高于预期的药物-事件组合。增强报告被视为检测到的信号的代理,并用于生成药物安全性假设,然后可以在药物流行病学研究或随机对照试验中进行测试。高于预期的报告意味着感兴趣的药物-事件组合的报告率不成比例地高于特定比较或参考集中的报告率。目前,目前尚不清楚哪种比较物最适合用于药物警戒.此外,还不清楚比较器的选择如何影响各种报告和其他偏差的方向性.本文回顾了为信号检测研究选择的常用比较器(有源比较器,类排除比较器,和完整的数据参考集)。我们根据文献中的实例概述了每种方法的优缺点。在挖掘药物警戒的自发报告时,我们还谈到了与选择比较者的一般建议的推导相关的挑战。
    Pharmacovigilance studies based on spontaneous reporting systems use disproportionality analysis methods to identify drug-event combinations with higher-than-expected reporting. Enhanced reporting is deemed as a proxy for a detected signal and is used to generate drug safety hypotheses, which can then be tested in pharmacoepidemiologic studies or randomized controlled trials. Higher-than-expected reporting means that the reporting rate of a drug-event combination of interest is disproportionately higher than the rate in a specific comparator or reference set. Currently, it is unclear which comparator is the most appropriate for use in pharmacovigilance. Moreover, it is also unclear how the selection of a comparator may affect the directionality of the various reporting and other biases. This paper reviews commonly used comparators chosen for signal detection studies (active comparator, class-exclusion comparator, and full data reference set). We give an overview of the advantages and disadvantages of each method based on examples from the literature. We also touch upon the challenges related to the derivation of general recommendations for the selection of comparators when mining spontaneous reports for pharmacovigilance.
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