首页|基于FAERS数据库对奈拉替尼不良事件的分析研究

基于FAERS数据库对奈拉替尼不良事件的分析研究

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目的 通过对奈拉替尼的药品不良事件(ADE)信号进行挖掘分析,预警潜在的不良反应,为临床安全合理用药提供参考。方法 从美国食品和药品管理局不良事件报告系统(FAERS)提取2017年第 3 季度~2022 年第 3 季度共 21 个季度的ADE报告,利用报告比值比(ROR)法和比例报告比值(PRR)法对奈拉替尼相关ADE报告进行数据筛选与分析。结果 从FAERS数据库中提取 2017 年第 3 季度~2022 年第 3 季度共 21 个季度ADE报告,经数据去重和排除无法判断的ADE后,共提取到以奈拉替尼为首要怀疑药物的不良事件报告 5098 例次,包括 627 种ADE,涉及 1611 例患者。从已知数据来看女性(3。66%)多于男性(0。25%);年龄多分布于 40~65 岁(2。11%),但由于数据库中性别和年龄信息缺失的报告较多(>90%),仍需进一步研究验证。报告国家以美国报告例数最多,共报告 1443 例,占 89。57%;报告者以药剂师为主,共报告 554 例,占 34。39%;结局以严重ADE报告中的住院或住院时间延长为主,共报告 319 例,占 19。80%。采用ROR法和PRR法进行筛选,对ADE逐一进行信号检测,最终挖掘出有效信号 83 个。在有信号的PT中,按照发生频次(a值)和ADE信号强度[95%置信区间(95%CI)]对前 30 位ADE分别进行排序。在阳性信号中,报告数较多的ADE为腹泻、恶心、疲乏、便秘、呕吐等,而相关性较高的ADE为蜂窝织炎、腹泻、厌食、腹胀、便秘、甲折断、叶酸缺乏等。参照各系统器官分类(SOC)下ADE总例数进行排序,排名前 3 位的分别为胃肠系统疾病(1989 例次,58。44%)、全身性疾病及给药部位各种反应(530 例次,15。57%)和代谢与营养类疾病(291 例次,8。55%);信号检测结果显示胃肠系统疾病(23 个)信号数最多,其次为皮肤及皮下组织类疾病(10 个)和良性、恶性及性质不明的肿瘤(包括囊状和息肉状)(8 个)。对比奈拉替尼药品说明书,挖掘到未列入说明书ADE共 56 个。结论 临床使用奈拉替尼时应充分关注胃肠系统、全身性疾病和代谢与营养类疾病不良事件信号,密切监测患者的血液指标和肾脏功能,以确保患者用药的安全有效。
Analysis of adverse drug events signals for neratinib based on FAERS database
Objective To excavate and analyze the adverse drug events(ADE)signals of neratinib,investigate its potential adverse reactions,and to provide reference for clinical safe medication.Methods Data of ADE reports to neratinib in the third quarter of 2017 to third quarter of 2022 included 21 quarterlies were collected from FDA adverse event reporting system(FAERS).The reporting odd ratio(ROR)method and the proportional reporting ratio(PRR)method were used for ADE signal screening and analysis.Results A total of 21 quarterly ADE reports from the third quarter of 2017 to the third quarter of 2022 were extracted from the FAERS database.After data deduplication and exclusion of undeterminable ADEs,a total of 5,098 adverse event reports were extracted with neratinib as the first suspected drug,including 627 ADEs of 1611 patients.From the known data there were more females(3.66%)than males(0.25%);the age distribution was mostly 40-65 years(2.11%),but further studies were still needed to validate this due to the high number of reports(>90%)with missing gender and age information in the database.The reporting country had the highest number of reported cases in the United States,with a total of 1,443 cases(89.57%);the reporters were predominantly pharmacists,with a total of 554 cases(34.39%);and the outcomes were predominantly hospitalization or prolongation of hospitalization as reported in severe ADEs,with a total of 319 cases(19.80%).ROR method and PRR method were used for screening,ADE signals were detected one by one,and 83 effective signals were finally excavated.In the signal PT,the first 30 ADEs were sorted by occurrence frequency(a value)and ADE signal strength[95%confidence interval(CI)lower limit of ROR value].Among the positive signals,the ADE reported more frequently were diarrhea,nausea,fatigue,constipation,vomiting,etc.,while the ADE with higher correlation was cellulitis,diarrhea,anorexia,bloating,constipation,nail fracture,folate deficiency,etc.Referring to the total number of ADE cases under each system-organ classification(SOC),the top 3 were gastrointestinal system diseases(1989 cases,58.44%),systemic diseases and administration site reactions(530 cases,15.57%),and metabolism and nutrition disorders(291 cases,8.55%).The signal detection results showed that gastrointestinal system diseases(23 signals)had the largest number of signals,followed by skin and subcutaneous tissue diseases(10 signals)and benign,malignant and unknown tumors(including cystic and polyp)(8 signals).56 kinds of ADE signals which were not recorded in the instrutions of neratinib were found.Conclusion Clinical application of neratinib should be pay attention to the adverse drug events signals of gastrointestinal,systemic diseases and metabolism and nutrition disorders,and the patient's blood indicators and renal function should be evaluated during medication,thus ensuring the safety and effectiveness of clinical medication.

NeratinibAdverse drug eventsMeasures of disproportionalityData mining

王淑萍、涂丽丹、胡庆庆、郑春梅、李爱武

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518067 深圳市南山区妇幼保健院药剂科

330036 南昌大学第一附属医院药学部

322000 浙江大学医学院附属第四医院药剂科

奈拉替尼 药品不良事件 比例失衡法 数据挖掘

深圳市南山区卫生科技计划(2019)

2019017

2024

中国现代药物应用
中国水利电力医学科学技术学会

中国现代药物应用

影响因子:0.862
ISSN:1673-9523
年,卷(期):2024.18(1)
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