Signal mining

信号挖掘
  • 文章类型: Journal Article
    很少有研究通过药物警戒分析奥沙利铂在免疫系统、皮肤和皮下组织中引起的不良事件(ADE)。我们使用这种方法来分析奥沙利铂联合免疫检查点抑制剂(ICIs)时发生此类ADE的风险。
    我们使用报告奇数比(ROR)评估了奥沙利铂和ADE在免疫系统和皮肤及皮下组织中的关联,用于在FDA不良事件报告系统数据库中挖掘ADE报告信号。使用二元逻辑回归分析使用患者的性别和年龄进行危险因素分析。
    有40,474例报告奥沙利铂作为主要可疑药物或第二可疑药物。ADE的信号强度,如II型超敏反应,I型超敏反应,III型免疫复合物介导的反应,在根据SOC分类为免疫系统疾病的PT中,过敏性休克和细胞因子释放综合征较高;在根据SOC分类为皮肤和皮下组织疾病的PT中,ADE的信号强度,如皮肤毒性,皮肤反应,皮疹黄斑丘疹和皮肤裂痕较高。在两组之间的风险评估中,皮疹显示奥沙利铂-ICI组的风险增加,OR为1.96。Nivolumab与奥沙利铂的组合具有2.196的OR和2.231的校正OR。联合派姆单抗,OR为2.762,校正OR为2.678。
    II型超敏反应显示更强的药物警戒信号。奥沙利铂与nivolumab或pembrolizumab组合已被证明会增加皮疹的风险。
    UNASSIGNED: Few studies have analysed oxaliplatin-induced adverse events (ADEs) in the immune system and skin and subcutaneous tissues through pharmacovigilance. We used this approach to analyse the risk of such ADEs when oxaliplatin combined with immune checkpoint inhibitors (ICIs).
    UNASSIGNED: We evaluated the association between oxaliplatin and ADEs in the immune system and skin and subcutaneous tissues using the reporting odd ratio (ROR) for mining the ADE report signals in the FDA Adverse Event Reporting System database. Risk factors were analyzed using a binary logistic regression analysis using the sex and age of the patients.
    UNASSIGNED: There were 40,474 reports of oxaliplatin as primary suspect drug or second suspect drug. The signal intensities of ADEs such as type II hypersensitivity, type I hypersensitivity, type III immune complex-mediated reaction, anaphylactoid shock and cytokine release syndrome were high in PTs classified by SOC as immune system disorders; in the PTs classified as skin and subcutaneous tissue disorders by SOC, the signal intensities of ADEs such as skin toxicity, skin reaction, rash maculo-papular and skin fissures were higher. In the risk assessment between the two groups, rash showed an increased risk in the oxaliplatin-ICI group, with an OR of 1.96. Nivolumab in combination with oxaliplatin had an OR of 2.196 and an adjusted OR of 2.231. Combined with pembrolizumab, OR was 2.762 and the adjusted OR was 2.678.
    UNASSIGNED: Type II hypersensitivity shows a stronger pharmacovigilance signal. Oxaliplatin in combination with nivolumab or pembrolizumab has been shown to increase the risk of rash.
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  • 文章类型: Journal Article
    目的:基于FDA不良事件报告系统(FAERS)数据库,探讨头孢他啶/阿维巴坦(CZA)的不良事件(AE)信号。
    方法:从2015年第二季度至2023年第二季度的FAERS数据库中检索主要与CZA相关的不良事件报告。使用报告比值比(ROR)进行信号检测,比例报告比率(PRR),贝叶斯置信传播神经网络(BCPNN),和多项目伽玛泊松收缩器(MGPS)方法。
    结果:共获得750份以CZA为首选可疑药物的不良事件报告,确定涉及24个系统器官类别(SOC)的66个首选术语(PT)。此外,药物标签中已经提到的AE,这项研究也揭示了一些新的,临床上有价值的潜在信号,如胆汁淤积(n=14,ROR29.39,PRR29.15,IC3.34,EBGM29.11),药物性肝损伤(n=8,ROR9.05,PRR9.01,IC2.25,EBGM9.01),肝细胞损伤(n=7,ROR13.90,PRR13.84,IC2.41,EBGM13.63),溶血性贫血(n=5,ROR24.29,PRR24.22,IC2.42,EBGM40.53),等。此外,识别出强度较高的AE信号,如高钠血症(n=5,ROR40.73,PRR40.61,IC2.31,EBGM24.19),毒性表皮坏死松解症(n=4,ROR11.58,PRR11.55,IC1.89,EBGM11.54)。因此,临床使用CZA时,需要特别警惕这些潜在的AE.
    结论:本研究强调了CZA临床应用的潜在不良事件和风险,特别是与胆汁淤积有关的风险,药物性肝损伤,溶血性贫血,高钠血症,和有毒的表皮坏死松解症。
    OBJECTIVE: To explore adverse event (AE) signals of Ceftazidime/avibactam (CZA) based on the FDA Adverse Event Reporting System (FAERS) database.
    METHODS: AE reports primarily associated with CZA were retrieved from the FAERS database from the second quarter of 2015 to the second quarter of 2023. Signal detection was conducted using the reporting odds ratio (ROR), proportional reporting ratio (PRR), Bayesian Confidence Propagation Neural Network (BCPNN), and Multi-item Gamma Poisson Shrinker (MGPS) methods.
    RESULTS: A total of 750 AEs reports with CZA as the preferred suspected drug were obtained, identifying 66 preferred terms (PTs) involving 24 system organ classes (SOCs). Besides, the AEs already mentioned in the drug label, this study also revealed some new, clinically valuable potential AEsignals, such as Cholestasis (n = 14, ROR 29.39, PRR 29.15, IC 3.34, EBGM 29.11), Drug-induced liver injury (n = 8, ROR 9.05, PRR 9.01, IC 2.25, EBGM 9.01), Hepatocellular injury (n = 7, ROR 13.90, PRR 13.84, IC 2.41, EBGM 13.63), Haemolytic anaemia (n = 5, ROR 24.29, PRR 24.22, IC 2.42, EBGM 40.53), etc. Additionally, AE signals with higher intensity were identified, such as Hypernatraemia (n = 5, ROR 40.73, PRR 40.61, IC 2.31, EBGM 24.19), Toxic epidermal necrolysis (n = 4, ROR 11.58, PRR 11.55, IC 1.89, EBGM 11.54). Therefore, special vigilance for these potential AEs is warranted when using CZA clinically.
    CONCLUSIONS: This study highlights the potential AEs and risks associated with the clinical use of CZA, particularly the risks related to Cholestasis, Drug-induced liver injury, Haemolytic anaemia, Hypernatraemia, and Toxic epidermal necrolysis.
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  • 文章类型: Journal Article
    目的:本研究旨在基于FDA不良事件报告系统(FAERS)数据库,对维拉佐酮的临床应用安全性进行详尽评估,并揭示与其使用相关的潜在不良事件(AE)风险。
    方法:这项研究采用了FAERS数据库中2011年第一季度至2023年第三季度的数据。各种信号检测方法,包括报告赔率比(ROR),比例报告比率(PRR),贝叶斯置信传播神经网络(BCPNN),和经验贝叶斯几何均值(EBGM),用于确定维拉唑酮与特定AE之间的相关性。
    结果:该研究共收集了17,439,268份药物不良事件报告,其中5375人与维拉佐酮有关。通过信号挖掘,确定了125个包含27个系统器官类别(SOC)的首选术语(PT)。研究结果表明,女性和45至65岁年龄段的患者的患病率更高。AEs的主要类别包括精神疾病,神经系统疾病,和胃肠道疾病,随着腹泻的流行,恶心,和失眠。此外,这项研究确定了新的潜在AE的稳健信号,特别是在睡眠障碍等领域(睡眠瘫痪,催眠幻觉,快速眼动睡眠异常,睡眠恐怖,终端失眠,心动过速),性功能障碍(女性性高潮障碍,性高潮异常,性唤起的障碍,自发性阴茎勃起,性高潮,性功能障碍,射精延迟),和其他症状和伤害(电击感觉,与暴力有关的症状,枪伤)。
    结论:尽管维拉佐酮在MDD的管理中具有积极的前景,与它的使用相关的AE的发现,特别是新发现的潜在风险,如睡眠和性功能障碍,临床医生必须提高警惕。
    OBJECTIVE: This study aims to conduct an exhaustive evaluation of Vilazodone\'s safety in clinical application and to unearth the potential adverse event (AE) risks associated with its utilization based on FDA Adverse Event Reporting System (FAERS) database.
    METHODS: This research employed data spanning from the first quarter of 2011 to the third quarter of 2023 from the FAERS database. Various signal detection methodologies, including the Reporting Odds Ratio (ROR), Proportional Reporting Ratio (PRR), Bayesian Confidence Propagation Neural Network (BCPNN), and Empirical Bayesian Geometric Mean (EBGM), were utilized to ascertain the correlation between Vilazodone and specific AEs.
    RESULTS: The study compiled a total of 17,439,268 reports of drug AEs, out of which 5,375 were related to Vilazodone. Through signal mining, 125 Preferred Terms (PTs) encompassing 27 System Organ Classes (SOCs) were identified. The findings indicated a higher prevalence among females and patients within the 45 to 65 age bracket. The principal categories of AEs included Psychiatric disorders, Nervous system disorders, and Gastrointestinal disorders, with prevalent incidents of Diarrhoea, Nausea, and Insomnia. Moreover, the study identified robust signals of novel potential AEs, notably in areas such as sleep disturbances (Sleep paralysis, Hypnagogic hallucination, Rapid eye movements sleep abnormal, Sleep terror, Terminal insomnia, Tachyphrenia), sexual dysfunctions (Female orgasmic disorder, Orgasm abnormal, Disturbance in sexual arousal, Spontaneous penile erection, Anorgasmia, Sexual dysfunction, Ejaculation delayed), and other symptoms and injuries (Electric shock sensation, Violence-related symptom, Gun shot wound).
    CONCLUSIONS: Although Vilazodone presents a positive prospect in the management of MDD, the discovery of AEs linked to its use, particularly the newly identified potential risks such as sleep and sexual dysfunctions, necessitates heightened vigilance among clinicians.
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  • 文章类型: Journal Article
    尽管它被广泛使用,美金刚的不良反应(AE)没有得到很好的记录,有必要寻找新的方法来分析美金刚的AE。
    从FAERS数据库检索主要可疑药物是美金刚的AE。比例报告比率(PRR),报告赔率比(ROR),贝叶斯置信度传播神经网络(BCPNN),和经验贝叶斯几何平均值(EBGM)用于检测美金刚和AE之间的潜在阳性信号。SAS,MySQL,EXCEL,采用R语言软件进行数据处理和统计分析。
    本研究共收集了5808份与美金刚相关的AE报告。在这些报告中,女性患者(51.17%)的比例高于男性患者(36.33%)的AE.FAERS报告的不良事件主要发生在精神科(n=2157,IC025=2.69),各种神经系统疾病(n=1608,IC025=2.04),全身性疾病和各种部位反应(n=842,IC025=1.29)。已经报告了意外的眼部不良事件,眼静脉血栓形成(n=4,IC025=3.47)和巩膜变色(n=7,IC025=3.1),这可能会使青光眼恶化。
    这项研究观察到了可能的新AE信号,并可能为科学监测和威胁识别美金刚提供重要帮助。
    UNASSIGNED: Despite its widespread use, the adverse effects (AEs) of memantine have not been well documented, and there is a need to find new ways to analyze the AEs of memantine.
    UNASSIGNED: AEs in which the primary suspected drug was memantine were retrieved from the FAERS database. The proportional report ratio (PRR), reporting odds ratio (ROR), Bayesian confidence propagation neural network (BCPNN), and empirical Bayesian geometric mean (EBGM) were used to detect potential positive signals between memantine and AEs. SAS, MySQL, EXCEL, and R language software were used for data processing and statistical analysis.
    UNASSIGNED: This study gathered a total of 5808 reports of AEs associated with memantine. Of these reports, a greater proportion of female patients (51.17%) than male patients (36.33%) had AEs. The AEs reported by FAERS were mainly in psychiatric category (n = 2157, IC025 = 2.69), various neurologic disorders (n = 1608, IC025 = 2.04), systemic disorders and various site reactions (n = 842, IC025 = 1.29). Unexpected ocular adverse events have been reported, ophthalmic vein thrombosis (n = 4, IC025 = 3.47) and scleral discolouration (n = 7, IC025 = 3.1), which may worsen glaucoma.
    UNASSIGNED: This study observed conceivable new AEs signals and may supply important assist for scientific monitoring and threat identification of memantine.
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  • 文章类型: Journal Article
    本研究旨在探索全面的实证调查,并根据FDA的FAERS数据库评估与伐昔洛韦或阿昔洛韦相关的SCAR,从而为临床合理用药提供理论依据。
    在2004年第一季度至2023年第二季度的FAERS数据库中搜索了与伐昔洛韦或阿昔洛韦相关的SCAR报告。通过比例分析和贝叶斯方法进一步挖掘这些数据,以检测两种药物引起的SCAR信号。同时,临床特征,发病时间,相关性,并对两种药物在SCAR中的分层分析。
    两种药物均表现出与DRESS药物反应的阳性信号,AGEP,十,SJS-TEN重叠和SJS。伐昔洛韦或阿昔洛韦引起的SCAR的中位起效时间为30天,而DRESS为10天,AGEP为11天vs9天,17天vs12天(TEN)和12天vs8天(SJS)。排除联合药物的作用,两种抗病毒药物与SCAR之间存在关联.
    通过分析FAERS数据库,已经确定了伐昔洛韦或阿昔洛韦引起的SCAR的风险趋势,提供有价值的见解,以识别诊所中的各种类型的SCAR。
    UNASSIGNED: This study aimed to explore a comprehensive empirical investigation and assess SCARs related to valaciclovir or acyclovir based on FAERS database from FDA, thus providing a theoretical foundation for the rational application of drugs in clinic.
    UNASSIGNED: SCARs reports relevant to valaciclovir or acyclovir were searched in FAERS database from the 2004 Q1 to 2023 Q2. These data were further mined by a proportional analysis and Bayesian approach to detect signals of SCARs caused by two drugs. Meanwhile, the clinical characteristics, onset time, correlation, and stratification analysis of the two drugs in SCARs were analyzed.
    UNASSIGNED: Both drugs exhibited positive signals for drug reaction with DRESS, AGEP, TEN, SJS-TEN overlap and SJS. The median onset time of SCARs caused by valaciclovir or acyclovir was 30 days vs 10 day for DRESS, 11 days vs 9 days for AGEP, 17 days vs 12 days (TEN) and 12 days vs 8 days (SJS). Excluding the effect of combinational drugs, there was an association between the two antiviral drugs and SCARs.
    UNASSIGNED: By analyzing the FAERS database, the risk trends of SCARs caused by valaciclovir or acyclovir have been identified, providing valuable insights to recognize various types of SCARs in clinics.
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  • 文章类型: Journal Article
    OBJECTIVE: Central nervous system adverse events (AEs) occur when oxycodone is used in combination with benzodiazepines, antidepressants and anticonvulsants. There have been no reports of central nervous system AEs with oxycodone alone or in combination with oxycodone. Based on USA Food and Drug Administration Adverse Event Reporting System (FAERS) data, this study aims to explore the risk signals of central nervous system AEs with oxycodone alone or in combination with benzodiazepines, antidepressants and anticonvulsants, and to provide a reference for the safe and rational use of this drug.
    METHODS: Extracted AEs data from the FAERS for oxycodone alone and in combination with benzodiazepines, antidepressants, and anticonvulsants from Q1 2004 to Q2 2021. The risk signal mining analysis of AEs was performed using the proportional imbalance method and Bayesian method. Number of reports ≥3 and lower 95% CI limit of reporting odds ratio (ROR)>1; number of reports ≥3, proportional reporting ratio (PRR)≥2 and χ2≥4; lower information components (IC) lower 95% CI limit (IC025)>0; empirical Bayes geometric mean (EBGM) lower 95% CI limit (EBGM05)>2, and N>0 were defined as positive signals.
    RESULTS: A total of 5 793 reports of central nervous system AEs with oxycodone alone were tapped, and 366, 622, and 740 reports of combined benzodiazepines, antidepressants, and anticonvulsants, respectively. Consumers and physicians were the main reporting population. The age distribution of oxycodone alone was mainly from 61 to 80 years old. The age distribution of oxycodone in combination with related drugs was mainly from 46 to 60 years old. The risk of AEs was greater in women than in men, and the United States was the predominant reporting country. Oxycodone alone was strongly associated with myoclonus [ROR=2.92, 95% CI 2.28 to 3.76); PRR=2.92, χ2(77.49); IC=1.52, IC025(0.65); EBGM=2.89, EBGM05(2.33)], delirium [ROR=4.69, 95% CI 4.24 to 5.21; PRR=4.66, χ2(1 052.64); IC=2.17, IC025(1.81); EBGM=4.50, EBGM05 (4.13)], mental disorder [ROR=2.95, 95% CI 2.53 to 3.44; PRR=2.94, χ2(206.93); IC=1.56, IC025(0.96); EBGM=2.95, EBGM05(2.58)], and acute central respiratory depression [ROR=2.87, 95% CI 2.68 to 3.08); PRR=2.82, χ2(971.62); IC=1.52, IC025(1.33), EBGM=2.87, EBGM05 (2.76)]. Combination of benzodiazepines was most strongly associated with mental disorder [ROR=10.08, 95% CI 9.38 to 10.78; PRR=9.90, χ2(64.06); IC=3.33, IC025 (1.65); EBGM=10.08, EBGM05(5.61)], and tremor [ROR=3.09, 95% CI 2.76 to 3.42); PRR=3.08, χ2(48.93); IC=1.63, IC025 (1.17); EBGM=3.09, EBGM05(2.34)]. Combination of antidepressants was most strongly associated with delirium [ROR=13.23, 95% CI 12.23 to 14.23; PRR=12.87, χ2(43.86); IC=3.69, IC025(1.36); EBGM=12.23, EBGM05 (5.32)] and somnolence [ROR=6.74, 95% CI 6.15 to 7.33); PRR=6.73, χ2(53.42); IC=2.75, IC025(1.52); EBGM=6.73, EBGM05(4.10)]. Combination of anticonvulsants was most strongly associated with myoclonus [ROR=17.89, 95% CI 17.46 to 18.32; PRR=17.72, χ2(971.39); IC=4.16, IC025(2.70); EBGM=17.89, EBGM05(12.46)] and delirium [ROR=4.86, 95% CI 4.45 to 5.27); PRR=4.82, χ2(69.49); IC=2.28, IC025 (1.51); EBGM=4.86, EBGM05(3.44)].
    CONCLUSIONS: Based on pharmacovigilance studies of the FAERS database, clinical medication monitoring of oxycodone alone and in combination with benzodiazepines, antidepressants, and anticonvulsants should be strengthened to be alert to the occurrence of central nervous system-related AEs.
    目的: 羟考酮与苯二氮䓬类药物、抗抑郁药及抗惊厥药联用时,会出现中枢神经系统不良事件(adverse events,AEs)。本研究基于美国食品药品监督管理局不良事件报告系统(Food and Drug Administration Adverse Event Reporting System,FAERS)数据,挖掘羟考酮单用及联用苯二氮䓬类药物、抗抑郁药和抗惊厥药的中枢神经系统AEs的风险信号,为该药的安全合理使用提供参考。方法: 提取FAERS中2004年第1季度至2021年第2季度的单用羟考酮及联用苯二氮䓬类药物、抗抑郁药及抗惊厥药的AEs数据,采用比例失衡法及贝叶斯法进行AEs风险信号挖掘分析。报告数≥3且报告比值比(reporting odds ratio,ROR) 95% CI下限>1;报告数≥3,比例报告比值比(proportional reporting ratio,PRR)≥2且χ2值≥4;信息成分(information components,IC)95% CI下限(IC025)>0;经验贝叶斯几何平均数(empirical Bayes geometric mean,EBGM)95% CI下限(EBGM05)>2,N>0被定义为阳性信号。结果: 共挖掘到单用羟考酮中枢神经系统AEs报告数为5 793例,合用苯二氮䓬类药物、抗抑郁药、抗惊厥药报告数分别为366、622、740例。消费者和医师是主要上报人群。单用羟考酮的年龄主要分布在61~80岁。羟考酮联用相关药物年龄主要分布在46~60岁。女性发生AEs的风险大于男性,报告国家以美国为主。单用羟考酮与肌阵挛[ROR=2.92,95% CI 2.28~3.76;PRR=2.92,χ2(77.49);IC=1.52,IC025(0.65);EBGM=2.89,EBGM05(2.33)]、谵妄[ROR=4.69,95% CI 4.24~5.21;PRR=4.66,χ2(1052.64);IC=2.17,IC025(1.81);EBGM=4.50,EBGM05(4.13)]、精神异常[ROR=2.95,95% CI 2.53~3.44;PRR=2.94,χ2(206.93);IC=1.56,IC025(0.96),EBGM=2.95,EBGM05(2.58)]、急性中枢性呼吸抑制[ROR=2.87,95% CI 2.68~3.08;PRR=2.82,χ2(971.62);IC=1.52,IC025(1.33);EBGM=2.87,EBGM05(2.76)]的关联性强;联用苯二氮䓬类药物与精神异常[ROR=10.08,95% CI 9.38~10.78;PRR=9.90,χ2(64.06);IC=3.33,IC025(1.65);EBGM=10.08,EBGM05(5.61)]、震颤[ROR=3.09,95% CI 2.76~3.42;PRR=3.08,χ2(48.93);IC=1.63,IC025(1.17);EBGM=3.09,EBGM05(2.34)]的关联性最强;联用抗抑郁药与谵妄[ROR=13.23,95% CI 12.23~14.23;PRR=12.87,χ2(43.86);IC=3.69,IC025(1.36);EBGM=12.23,EBGM05(5.32)]、嗜睡[ROR=6.74,95% CI 6.15~7.33;PRR= 6.73,χ2(53.42);IC=2.75,IC025(1.52);EBGM=6.73,EBGM05(4.10)]的关联性最强;联用抗惊厥药与肌阵挛[ROR=17.89,95% CI 17.46~18.32;PRR=17.72,χ2(971.39);IC=4.16,IC025(2.70);EBGM=17.89,EBGM05(12.46)]、谵妄[ROR=4.86,95% CI 4.45~5.27;PRR=4.82,χ2(69.49);IC=2.28,IC025(1.51);EBGM=4.86,EBGM05(3.44)]的关联性最强。结论: 基于对FAERS数据库的药物警戒研究,应加强羟考酮单用及联用苯二氮䓬类药物、抗抑郁药、抗惊厥药的临床用药监测,警惕中枢神经系统相关AEs的发生。.
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  • 文章类型: Journal Article
    程序性细胞死亡蛋白-1(PD-1)和程序性细胞死亡配体-1(PD-L1)抑制剂已经改变了各种恶性肿瘤的治疗前景,并改善了患者的预后。然而,它们也导致事件,尽管罕见的可能被证明是致命的。
    分析了基于FDA不良事件报告系统(FAERS)的2014年7月至2022年6月的数据。使用信号指数报告比值比(ROR)来评估心脏不良事件与给定药物之间的相关性。比较不同PD-1/PD-L1抑制剂的适应症和中位起效时间(TTO)。
    心脏不良事件很少见,但在原发肿瘤的特殊情况下可能致命,发病时间,尤其是性别。我们确定了11,538例与PD-1/PD-L1抑制剂的心脏毒性相关的报告,其中区分了178个不同的首选术语(PT),nivolumab报告了最多的PT信号。所有靶向药物都显示出心肌紊乱和心包紊乱的信号,这往往发生在前1-2个月。在具有心脏毒性的抗PD-1或抗PD-L1治疗期间,非小细胞肿瘤是最常见的适应症。
    这项研究有助于ICIs相关心脏毒性的早期诊断和监测。
    UNASSIGNED: Programmed cell death protein-1 (PD-1) and programmed cell death ligand-1 (PD-L1) inhibitors have reformed the treatment landscape for various malignancies and improved prognosis of patients. However, they also lead to events that although rare may prove to be fatal.
    UNASSIGNED: Data from July 2014 to June 2022 based on FDA Adverse Event Reporting System (FAERS) were analyzed. The signal index reporting odds ratio (ROR) was used to evaluate the correlation between cardiac AEs and given medications. The indications and the median time to onset (TTO) of different PD-1/PD-L1 inhibitors were compared.
    UNASSIGNED: Cardiac AEs are rare but may be fatal with particular profiles in primary tumor, onset time, and especially gender. We identified 11,538 reports that were related to cardiotoxicity of PD-1/PD-L1 inhibitors, in which 178 different preferred terms (PTs) were distinguished, and nivolumab reported the most PTs with signal. All targeted medications showed signals in myocardial disorders and pericardial disorders, which tend to occur in the first 1-2 months. Non-small cell neoplasm was the top and common indication during anti-PD-1 or anti-PD-L1 therapy with cardiotoxicity.
    UNASSIGNED: This study could help early diagnosis and surveillance of ICIs-related cardiotoxicity.
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  • 文章类型: Journal Article
    背景:以前关于达托霉素药物不良反应(ADR)的报道一直不够,通常是因为数据有限。药物警戒风险信号检测具有创新性,已应用于药品上市后的安全性监测和再评价。
    目的:该研究旨在通过挖掘和评估美国食品和药物管理局不良事件报告系统(FAERS)的达托霉素ADR信号来促进安全的达托霉素处方。
    方法:从2004年第一季度到2021年第二季度(研究时的最新季度数据),对FAERS数据挖掘使用了不成比例分析(报告比值比ROR和比例报告比PRR)。ADR报告的首选术语根据监管活动医学词典按系统器官类别(SOC)进行分类。
    结果:本研究在报告期内共检索到12,221例病例。通过ROR和PRR共获得140个重复信号,其中53个新的ADR信号没有记录在药物标签/数据表中。ADR报告前三名是“血肌酸磷酸激酶升高”(ROR,56.66,95%置信区间(CI)51.07-62.87,PRR51.94),“嗜酸性粒细胞肺炎”(ROR696.71,95CI603.21-804.70,PRR657.57),和“横纹肌溶解”(ROR22.85,95CI19.94-26.18,PRR21.83)。“抗微生物药敏试验耐药”的ROR最高为9808.14。罕见不良事件的报告,如坏死性筋膜炎和骨筋膜室综合征,“出现了”。重要的SOC是“感染和感染”和“调查”。\"
    结论:检测到新的达托霉素ADR信号。临床医生应监测接受达托霉素的患者的这些潜在不良反应。
    BACKGROUND: Previous reports on daptomycin\'s adverse drug reactions (ADRs) have been insufficient, often because of limited data. Pharmacovigilance risk signal detection is innovative and has been applied to the safety monitoring and reevaluation of drugs post-marketing.
    OBJECTIVE: The study aimed to promote safe daptomycin prescribing by mining and evaluating the daptomycin ADR signals from the US Food and Drug Administration Adverse Event Reporting System (FAERS).
    METHODS: A disproportionality analysis (reporting odds ratio ROR and proportional reporting ratio PRR) was utilized for FAERS data mining from the first quarter of 2004 to the second quarter of 2021 (the most recent quarterly data at the time of the study). Preferred Terms of ADR reports were categorized by System Organ Class (SOC) based on the Medical Dictionary for Regulatory Activities.
    RESULTS: This study retrieved 12,221 cases within the reporting period. A total of 140 repetitive signals were obtained by ROR and PRR, of which 53 new ADR signals were not recorded in the drug labels/datasheets. The top three ADR reports were \"blood creatine phosphokinase elevation\" (ROR, 56.66, 95% confidence interval (CI) 51.07-62.87, PRR 51.94), \"eosinophilic pneumonia\" (ROR 696.71, 95%CI 603.21-804.70, PRR 657.57), and \"rhabdomyolysis\" (ROR 22.85, 95%CI 19.94-26.18, PRR 21.83). The highest ROR of \"antimicrobial susceptibility test resistant\" was found at 9808.14. Reports of rare adverse events, such as \"necrotizing fasciitis and compartment syndrome,\" have emerged. The significant SOCs were \"Infections and Infestations\" and \"Investigations.\"
    CONCLUSIONS: New daptomycin ADR signals were detected. Clinicians should monitor these potential ADRs in patients receiving daptomycin.
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  • 文章类型: Journal Article
    简介:抗精神病药物是精神分裂症的主要治疗药物,已广泛应用于精神障碍领域。然而,在现实世界中,关于抗精神病药物安全性的研究很少。这项研究的目的是根据实际数据评估抗精神病药物的安全性。方法:对河南省药品不良反应监测中心收集的2016-2020年药品不良反应报告进行分析。我们通过描述性分析和四种信号挖掘方法描述了抗精神病药物的安全性。同时,确定抗精神病药严重不良反应的危险因素.结果:共纳入3363例抗精神病药相关ADR报告。我们发现,从2016年到2020年,药品不良反应报告数量和严重不良反应比例逐年上升。药物不良反应大多发生在服药后3个月内。典型抗精神病药和非典型抗精神病药引起的症状不同,运动障碍在典型抗精神病药中更为常见。大多数患者在治疗或干预后有所改善或康复,而只有一名患者有后遗症。低级医院,精神病医院,青春,和老年可能增加严重不良反应的风险。通过信号挖掘发现了四个标签外信号,包括氨磺必利-pollakiuria,齐拉西酮-呼吸困难,喹硫平-尿失禁,奥氮平肝功能异常。结论:我们发现大多数ADR发生在服药后3个月内,因此,在治疗的前3个月需要对患者进行密切观察。抗精神病药物的ADR涉及多器官系统损害,但不严重。在发生严重的ADR后,可能建议服用替代药物。典型APDs与非典型APDs引起的症状不同。对于患有典型APD的患者,运动障碍更为常见,应给予特别注意。统计数据显示,低级医院,精神病医院,青春,高龄是严重ADR的危险因素。通过信号挖掘获得的四个标签外信号应特别注意,包括氨磺必利-pollakiuria,齐拉西酮-呼吸困难,喹硫平-尿失禁,奥氮平肝功能异常。
    Introduction: Antipsychotic drugs are the main therapy for schizophrenia and have been widely used in mental disorder fields. However, the research on the safety of antipsychotic drugs in the real-world is rare. The purpose of this research is to evaluate the safety of antipsychotic drugs based on real-world data. Methods: ADR reports collected by the Henan Adverse Drug Reaction Monitoring Center from 2016 to 2020 were analyzed. We described the safety of antipsychotic drugs by descriptive analysis and four signal mining methods. Meanwhile, the risk factors for serious adverse reactions of antipsychotics were identified. Results: A total of 3363 ADR reports related to antipsychotics were included. We found that the number of adverse drug reaction reports and the proportion of serious adverse reactions have increased year by year from 2016 to 2020. Most adverse drug reactions occurred within 3 months after taking the medicine. The symptoms caused by typical antipsychotics and atypical antipsychotics were different and dyskinesia was more common in typical antipsychotics. Most patients improved or recovered after treatment or intervention while only one patient had sequelae. Low-level hospitals, psychiatric hospitals, youth, and old age could increase the risk of serious adverse reactions. Four off-label signals were found through signal mining, including amisulpride-pollakiuria, ziprasidone-dyspnoea, quetiapine-urinary incontinence, olanzapine-hepatic function abnormal. Conclusion: We found that most ADRs occurred within 3 months after taking the medicine, so close observation was required for patients during the first 3 months of treatment. The ADRs of antipsychotics involved multiple organ-system damages but were not serious. It might be recommended to take alternative drugs after a serious ADR occurred. The symptoms caused by typical APDs and atypical APDs were different. For patients with typical APDs, dyskinesia was more common and should be given special attention. Statistics showed that low-level hospitals, psychiatric hospitals, youth, and old age were risk factors for serious ADRs. The four off-label signals obtained by signal mining should be paid special attention, including amisulpride-pollakiuria, ziprasidone-dyspnoea, quetiapine-urinary incontinence, and olanzapine-hepatic function abnormal.
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