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基于FAERS和JADER数据库的洛拉替尼不良事件数据挖掘与分析

宋敏 廖新航 黄小嘉 余靓平 苏美琴 杜瑜 杨帆

肿瘤药学2026,Vol.16Issue(3):341-349,9.
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肿瘤药学2026,Vol.16Issue(3):341-349,9.DOI:10.3969/j.issn.2095-1264.2026.03.10

基于FAERS和JADER数据库的洛拉替尼不良事件数据挖掘与分析

Signal mining and analysis of adverse drug events of lorlatinib based upon FAERS and JADER database

宋敏 1廖新航 2黄小嘉 1余靓平 1苏美琴 1杜瑜 1杨帆1

作者信息

  • 1. 厦门大学附属中山医院 药学部,福建 厦门,361004
  • 2. 华侨大学附属厦门长庚医院 药剂科,福建 厦门,361028
  • 折叠

摘要

Abstract

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.

关键词

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

Key words

Lorlatinib/FAERS database/JADER database/Adverse drug events/Reporting odds ratio/Proportional re-porting ratio

分类

医药卫生

引用本文复制引用

宋敏,廖新航,黄小嘉,余靓平,苏美琴,杜瑜,杨帆..基于FAERS和JADER数据库的洛拉替尼不良事件数据挖掘与分析[J].肿瘤药学,2026,16(3):341-349,9.

肿瘤药学

2095-1264

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