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Signal mining and analysis for adverse drug events of galcanezumab based on FAERS database

Published on Aug. 30, 2024Total Views: 1362 times Total Downloads: 364 times Download Mobile

Author: LIU Shanshan CHEN Guo LIU Xiao DONG Yuzhen

Affiliation: Department of Pharmacy, Wuhan University Hospital, Wuhan 430072, China

Keywords: Galcanezumab FAERS database Adverse drug event Signal mining Pharmacovigilence

DOI: 10.12173/j.issn.1005-0698.202404018

Reference: LIU Shanshan, CHEN Guo, LIU Xiao, DONG Yuzhen.Signal mining and analysis for adverse drug events of galcanezumab based on FAERS database[J].Yaowu Liuxingbingxue Zazhi,2024, 33(8):860-868.DOI: 10.12173/j.issn.1005-0698.202404018.[Article in Chinese]

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Abstract

Objective  To mine the adverse drug event (ADE) signals of galcanezumab based on U.S. Food and Drug Administration Adverse Event Reporting System (FAERS) to provide reference for clinical drug safety.

Methods  The data from the FAERS database from the third quarter of 2018 to the fourth quarter of 2023 were extracted. After data cleaning and standardization, the duplicate data was removed using structured query language, ADE reports with galcanezumab as the main suspected drug were screened. ADE reports were standardized and categorized using the Medical Dictionary for Drug Regulatory Activities. The reporting odds ratio (ROR) method and information component (IC) method were applied for signal detection.

Results  A total of 60 ADE signals were detected after screening, 11 system organ classes were involved, mainly general disorders and administration site conditions. The ADE signals that occurred most frequently were a variety of discomfort reactions at the injection site, consistent with the most common ADEs documented in the drug insert. The top 3 new ADE signals in order of occurrence frequency were alopecia, weight increased and constipation,  and in order of ROR and IC values were injection site pustule, vertebral artery dissection and Raynaud's phenomenon.

Conclusion  ADE related to galcanezumab mainly involve systemic diseases and various reactions at the site of administration, among which vertebral artery dissection and Raynaud's phenomenon are stronger signals and newer ADEs. The patient’s disease progression should be closely monitored during the treatment period to avoid serious consequences.

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References

1.Steiner TJ, Stovner LJ, Jensen R, et al. Migraine remains second among the world's causes of disability, and first among young women: findings from GBD2019[J]. J Headache Pain, 2020, 21(1): 137. DOI: 10.1186/s10194-020-01208-0.

2.中华医学会神经病学分会, 中华医学会神经病学分会头痛协作组. 中国偏头痛诊断与治疗指南(中华医学会神经病学分会第一版)[J]. 中华神经科杂志, 2023, 56(6): 591-613. [Chinese society of neurology, headache group of Chinese society of neurology. Chinese practice guidelines for diagnosis and treatment of migraine (1st edition, Chinese society of neurology)[J]. Chin J Neurol, 2023, 56(6): 591-613.] DOI: 10.3760/cma.j.cn113694-20230222-00118.

3.Labastida-Ramírez A, Caronna E, Gollion C, et al. Mode and site of action of therapies targeting CGRP signaling[J]. J Headache Pain, 2023, 24(1): 125. DOI: 10.1186/s10194-023-01644-8.

4.Igarashi H, Shibata M, Ozeki A, et al. Early onset and maintenance effect of galcanezumab in Japanese patients with episodic migraine[J]. J Pain Res, 2021, 14: 3555-3564. DOI: 10.2147/JPR.S326905.

5.Sakaeda T, Tamon A, Kadoyama K, et al. Data mining of the public version of the FDA adverse event reporting system[J]. Int J Med Sci, 2013, 10(7): 796-803. DOI: 10.7150/ijms.6048.

6.Hu YY, Gong J, Zhang LF, et al. Colitis following the use of immune checkpoint inhibitors: a real-world analysis of spontaneous reports submitted to the FDA adverse event reporting system[J]. Int Immunopharmacol, 2020, 84: 106601. DOI: 10.1016/j.intimp.2020.106601.

7.van Puijenbroek EP, Bate A, Leufkens HGM, et al. A comparison of measures of disproportionality for signal detection in spontaneous reporting systems for adverse drug reactions[J]. Pharmacoepidemiol Drug Saf, 2002, 11(1): 3-10. DOI: 10.1002/pds.668.

8.Bate A, Lindquist M, Edwards IR, et al. A bayesian neural network method for adverse drug reaction signal generation[J]. Eur J Clin Pharmacol, 1998, 54(4): 315-321. DOI: 10.1007/s002280050466.

9.魏安华,曾露,王璐,等. 基于FAERS数据库的替诺福韦二吡呋酯和丙酚替诺福韦不良事件分析及肾脏安全性比较[J]. 药物流行病学杂志, 2023, 32(12): 1362-1370. [Wei AH, Zeng L, Wang L, et al. Adverse event analysis and renal safety comparison of tenofovir disoproxil and tenofovir alafenamide based on FAERS database[J]. Chinese Journal of Pharmacoepidemiology, 2023, 32(12): 1362-1370.] DOI: 10.19960/j.issn.1005-0698. 202312006.

10.Peters GL. Migraine overview and summary of current and emerging treatment options[J]. Am J Manag Care, 2019, 25(2 Suppl): S23-S34. https://pubmed.ncbi.nlm.nih.gov/30681821/.

11.Stovner LJ, Nichols E, Steiner TJ, et al. Global, regional, and national burden of migraine and tension-type headache, 1990-2016: a systematic analysis for the global burden of disease study 2016[J]. Lancet Neurol, 2018, 17(11): 954-976. DOI: 10.1016/S1474-4422(18)30322-3.

12.Chaalala C, EI Hage G, Gilbert V, et al. Spontaneous intracranial vertebral artery dissections presenting with subarachnoid hemorrhage[J]. Neurochirurgie, 2024, 70(3): 101526. DOI: 10.1016/j.neuchi.2023.101526.

13.Wala SM, AlEdani EM, Samuel EA, et al. Exploring the nexus: a systematic review on the interplay of the methylenetetrahydrofolate reductase (MTHFR) gene C677T genotype, hyperhomocysteinemia, and spontaneous cervical/vertebral artery dissection in young adults[J]. Cureus J Med Science, 2024, 16(5): e60878. DOI: 10.7759/cureus.60878.

14.Fukumoto H, Morishita T, Takemoto K, et al. Clinical characteristics and management of vertebral artery dissection without definitive imaging features: a single center cohort study[J]. Interdiscip Neurosur, 2024, 37: 101985. DOI: 10.1016/j.inat.2024.101985.

15.Wigley FM, Flavahan NA. Raynaud's phenomenon[J]. N Engl J Med, 2016, 375(6): 556-565. DOI: 10.1056/NEJMra1507638.

16.Habib SM, Brenninkmeijer EEA, Vermeer MH, et al. Botulinum toxin type a in the treatment of Raynaud's phenomenon[J]. Dermatol Ther, 2020, 33(6): e14182. DOI: 10.1111/dth.14182.

17.张月战,徐峰. 偏头痛共病的发病机制研究进展[J]. 中国全科医学, 2017, 20(3): 360-364. [Zhang YZ, Xu F. Recent developments in the pathogenesis of comorbidities of migraine[J]. Chinese General Practice, 2017, 20(3): 360-364.] DOI: 10.3969/j.issn.1007-9572.2017.03.018.

18.Goshtasbi K, Abouzari M, Risbud A, et al. Tinnitus and subjective hearing loss are more common in migraine: a cross-sectional NHANES analysis[J]. Otol Neurotol, 2021, 42(9): 1329-1333. DOI: 10.1097/MAO. 0000000000003247.

19.Cirmi S, El Abd A, Letinier L, et al. Cardiovascular toxicity of tyrosine kinase inhibitors used in chronic myeloid leukemia: an analysis of the FDA adverse event reporting system database (FAERS)[J]. Cancers (Basel), 2020, 12(4): 826. DOI: 10.3390/cancers12040826.

20.郭志坚,郑轶,迟立杰,等. 基于美国FDA不良事件报告系统数据库的度普利尤单抗不良事件信号挖掘及分析[J]. 海军军医大学学报, 2021, 42(7): 770-777. [Guo ZJ, Zheng Y, Chi LJ, et al. Data mining and analysis for adverse event signals of dupilumab based on U. S. food and drug administration adverse event reporting system database[J]. Academic Journal of Naval Medical University, 2021, 42(7): 770-777.] DOI: 10.16781/j.0258-879x.2021.07.0770.

21.芦小燕,董昭兴,陈维,等. 基于Openvigil药物警戒数据分析网站的间质性肺疾病相关药物风险信号研究 [J]. 中国现代应用药学, 2023, 40(11): 1536-1541. [Lu  XY, Dong ZX, Chen W, et al. Study of drug risks signals associated with interstitial lung disease based on the openvigil pharmacovigilance analysis website[J]. Chinese Journal of Modern Applied Pharmacy, 2023, 40(11): 1536-1541.] DOI: 10.13748/j.cnki.issn1007-7693.20230425.  

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