基于FAERS和JADER数据库的洛拉替尼不良事件数据挖掘与分析OA
Signal mining and analysis of adverse drug events of lorlatinib based upon FAERS and JADER database
目的 洛拉替尼作为第三代间变性淋巴瘤激酶(ALK)抑制剂,虽具显著抗肿瘤活性,但其长期安全性和不良事件仍有待进一步挖掘和分析.方法 基于美国FDA不良事件报告系统(FAERS)与日本药品不良事件报告系统(JADER),检索并提取2018年至2024年间洛拉替尼相关不良事件报告.采用报告比值比(ROR)法和比例报告比值比(PRR)法对报告数据进行统计分析与信号挖掘.结果 在首选术语(PT)层面,FAERS数据库中信号强度排序为:平均动脉压升高(ROR=311,PRR=310.89)、极低密度脂蛋白升高(ROR=239.35,PRR=239.15)、脑放射性坏死(ROR=233.23,PRR=233.17)、体表面积增加(ROR=197.13,PRR=197)、脂质异常(ROR=142.79,PRR=142.57)等;JADER数据库中信号强度排序为:高胆固醇血症(ROR=1 755.18,PRR=1 699.4)、情感障碍(ROR=397.45,PRR=394.73)、高脂血症(ROR=330.68,PRR=323.7)、血胆固醇升高(ROR=271.98,PRR=266.57)、低密度脂蛋白升高(ROR=156.86,PRR=155.5)等.在系统器官分类(SOC)层面,FAERS数据库中信号显著的系统包括:各类检查(ROR=2.64,PRR=2.41)、代谢及营养类疾病(ROR=2.41,PRR=2.34);而JADER数据库中信号显著的系统包括:精神病类(ROR=10.05,PRR=8.73)、良性、恶性及性质不明的肿瘤(包括囊性和息肉状)(ROR=2.77,PRR=2.54)、代谢及营养类疾病(ROR=2.62,PRR=2.45)等.不良事件发生时间分析显示,FAERS与JADER数据库中,洛拉替尼相关不良事件发生于用药后2个月内的比例分别为60.08%和78.88%.结论 基于两数据库的信号挖掘结果提示,药品说明书中已记载的间质性肺病(ILD)及房室传导阻滞等不良事件仍需进一步监测与评估;同时,应加强对肺动脉高压、放射性坏死等新发可疑不良事件的关注.
Objective Lorlatinib,as a third-generation anaplastic lymphoma kinase(ALK)inhibitor,demonstrates sig-nificant antitumor activity;however,its long-term safety profile and adverse events warrant further investigation and analy-sis.Methods Based on the U.S.FDA Adverse Event Reporting System(FAERS)and the Japanese Adverse Drug Event Re-porting System(JADER),adverse event reports related to lorlatinib between 2018 and 2024 were retrieved and extracted.The reporting odds ratio(ROR)and proportional reporting ratio(PRR)methods were employed for statistical analysis and signal mining of the reported data.Results At the preferred term(PT)level,in the FAERS database,the strongest signals were ranked as follows:mean arterial pressure increased(ROR=311,PRR=310.89),very low density lipoprotein increased(ROR=239.35,PRR=239.15),brain radiation necrosis(ROR=233.23,PRR=233.17),body surface area increased(ROR=197.13,PRR=197),and lipid abnormality(ROR=142.79,PRR=142.57).In the JADER database,the strongest signals were:hypercholesterolaemia(ROR=1 755.18,PRR=1 699.4),affective disorder(ROR=397.45,PRR=394.73),hyperlipidaemia(ROR=330.68,PRR=323.7),blood cholesterol increased(ROR=271.98,PRR=266.57),and low density lipoprotein increased(ROR=156.86,PRR=155.5).At the system organ class(SOC)level,in the FAERS database,significant signals were identified for investigations(ROR=2.64,PRR=2.41)and metabolism and nutrition disorders(ROR=2.41,PRR=2.34).In the JADER da-tabase,significant signals were identified for psychiatric disorders(ROR=10.05,PRR=8.73),benign,malignant and unspeci-fied neoplasms(including cysts and polyps)(ROR=2.77,PRR=2.54),and metabolism and nutrition disorders(ROR=2.62,PRR=2.45).Time-to-onset analysis revealed that in both the FAERS and JADER databases,60.08%and 78.88%of lorlati-nib-related adverse events occurred within the first two months of treatment,respectively.Conclusion The signal mining re-sults based on the two databases suggest that adverse events already documented in the drug label,such as interstitial lung dis-ease(ILD)and atrioventricular block,warrant continued monitoring and evaluation.At the same time,increased attention should be given to newly identified potential adverse events,including pulmonary hypertension and radiation necrosis.
宋敏;廖新航;黄小嘉;余靓平;苏美琴;杜瑜;杨帆
厦门大学附属中山医院 药学部,福建 厦门,361004华侨大学附属厦门长庚医院 药剂科,福建 厦门,361028厦门大学附属中山医院 药学部,福建 厦门,361004厦门大学附属中山医院 药学部,福建 厦门,361004厦门大学附属中山医院 药学部,福建 厦门,361004厦门大学附属中山医院 药学部,福建 厦门,361004厦门大学附属中山医院 药学部,福建 厦门,361004
医药卫生
洛拉替尼FAERS数据库JADER数据库药品不良事件报告比值比比例报告比值比
LorlatinibFAERS databaseJADER databaseAdverse drug eventsReporting odds ratioProportional re-porting ratio
《肿瘤药学》 2026 (3)
341-349,9
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