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Signal mining and analysis of adverse events associated with the use of beta-1 blockers in children based on the FAERS database

Published on May. 28, 2026Total Views: 64 times Total Downloads: 17 times Download Mobile

Author: CHANG Qiuyue 1, 2 SHANG Shenglan 3 ZHAO Yan 3 YU Mengchen 3 YU Airong 2

Affiliation: 1. School of Pharmacy, Hubei University of Science and Technology, Xianning 437100, Hubei Province, China 2. Department of Pharmacy, General Hospital of Central Theater Command, Wuhan 430070, China 3. Department of Clinical Pharmacy, General Hospital of Central Theater Command, Wuhan 430070, China

Keywords: Metoprolol Bisoprolol Atenolol Esmolol Adverse drug events Signal mining Pharmacovigilance

DOI: 10.12173/j.issn.1005-0698.202508080

Reference: Chang QY, Shang SL, Zhao Y, et al. Signal mining and analysis of adverse events associated with the use of beta-1 blockers in children based on the FAERS database[J]. Chinese Journal of Pharmacoepidemiology, 2026, 35(5): 542-552. DOI: 10.12173/j.issn.1005-0698.202508080.[Article in Chinese]

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Abstract

Objective  Based on the mining of the Food and Drug Administration Adverse Events Reporting System (FAERS) database, to investigate adverse drug event (ADE) signals associated with the use of four β1-blockers (metoprolol, bisoprolol, atenolol, and esmolol) in children under 18 years of age, and to provide references for the clinical safety of drug use.

Methods  The FAERS database was searched from the first quarter of 2004 to the first quarter of 2025 to collect ADE reports of metoprolol, bisoprolol, atenolol, and esmolol use in children under 18 years old. Signal mining was conducted using the reporting odds ratio (ROR) method, Medicines and Healthcare products Regulatory Agency (MHRA) method, the multi-item gam-ma-Poisson shrinker (MGPS) method, and the Bayesian confidence propagation neural network (BCPNN) method. The ADE signal mining results were systematically classified according to Medical Dictionary for Regularly Activities 27.1.

Results  A total of 976 ADE reports involving 4 types of β1-blockers were collected, including 515 for metoprolol, 200 for bisoprolol, 227 for atenolol, and 34 for esmolol. Among the reported pediatric patients, males outnumbered females (489 cases vs. 439 cases), with the majority aged under 3 years (54.63%-64.71%). Reports were mainly submitted from Germany and the United States, slightly more were recorded by non-professionals than by professionals, and the reported outcomes included congenital malformations, death and hospitalization. A total of 202 signals were identified, involving 21 system organ classes (SOC), predominantly concentrated in various injuries, such as poisoning and procedural complications, congenital familial and genetic disorders, pregnancy, childbirth and puerperium conditions, cardiac disorders and psychiatric disorders. A total of 46 positive signals were detected in key systems (cardiac disorders, psychiatric disorders): 19 for metoprolol, 11 for bisoprolol, 15 for atenolol, and 1 for esmolol. Among them, metoprolol, bisoprolol, and atenolol had 9, 6, and 8 positive signals, respectively, that were not included in the drug instructions.

Conclusion  When applying the 4 types of β1-blockers in pediatric patients, particular attention should be paid to common ADEs such as cardiac organ diseases, psychiatric disorders, and vigilance should be maintained for ADEs not documented in the prescribing information, such as suicidal behavior (bisoprolol, atenolol) and completed suicide (metoprolol, atenolol), to ensure medication safety.

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1.胡文娟, 齐建光. 2017年美国儿科学会《儿童青少年高血压筛查和管理的临床实践指南》解读及对我国全科医师的指导建议[J]. 中国全科医学, 2019, 22(24): 2897-2906. [Hu WJ, Qi JG. Interpretation of the 2017 AAP Clinical Practice Guideline for screening and management of high blood pressure in children and adolescent and suggestions for general practitioners in China[J]. Chinese General Practice, 2019, 22(24): 2897-2906.] DOI: 10.12114/j.issn.1007-9572.2019.00.339.

2.中国高血压防治指南修订委员会, 高血压联盟(中国, 中国医疗保健国际交流促进会高血压病学分会, 等. 中国高血压防治指南(2024年修订版)[J]. 中华高血压杂志(中英文), 2024, 32(7): 603-700. [Chinese Hypertension Prevention and Treatment Guideline Revision Committee, Hypertension Alliance (China), Chinese Medical Association International Exchange and Promotion Association for Hypertension Branch, et al. Chinese hypertension prevention and treatment guidelines (2024 revised edition)[J]. Chinese Journal of Hypertension (Chinese and English), 2024,32(7): 603-700.] DOI: 10.16439/j.issn.1673-7245.2024.07.002.

3.Kantor PF, Lougheed J, Dancea A, et al. Presentation, diagnosis, and medical management of heart failure in children: Canadian Cardiovascular Society guidelines[J]. Can J Cardiol, 2013, 29(12): 1535-1552. DOI: 10.1016/j.cjca.2013.08.008.

4.雷诗意, 李晨阳, 刘玲娟, 等. 儿童心力衰竭诊断的研究进展[J]. 中国当代儿科杂志, 2025, 27(1): 127-132. [Lei SY, Li CY, Liu LJ, et al. Research progress on the diagnosis of pediatric heart failure[J]. Chinese Journal of Contemporary Pediatrics, 2025, 27(1): 127-132.] DOI: 10.7499/j.issn.1008-8830.2410105.

5.Shaddy RE, George AT, Jaecklin T, et al. Systematic literature review on the incidence and prevalence of heart failure in children and adolescents[J]. Pediatr Cardiol, 2018, 39(3): 415-436. DOI: 10.1007/s00246-017-1787-2.

6.崔素梅, 崔兆强. β受体阻滞剂与高血压治疗[J]. 中国临床药理学与治疗学, 2022, 27(4):423-427. [Cui SM, Cui ZQ. Applications of β-blockers for hypertension[J]. Chinese Journal of Clinical Pharmacology and Therapeutics, 2022, 27(4): 423-427.] DOI: 10.12092/j.issn.1009-2501.2022.04.011.

7.皇甫丰田, 唐龙骞, 唐龙滨. 比索洛尔的药理作用及临床应用[J]. 山东医药工业, 2001, (1): 31-32. [HuangFu FT, Tang LQ, Tang LB. Pharmacological effects and clinical applications of bisoprolol[J]. Shandong Medical and Pharmaceutical Industry, 2001, (1): 31-32.].https://d.wanfangdata.com.cn/periodical/sdyygc200101026.

8.Muresan L, Cismaru G, Muresan C, et al. Beta-blockers for the treatment of arrhythmias: bisoprolol-a systematic review[J]. Ann Pharm Fr, 2022, 80(5): 617-634. DOI: 10.1016/j.pharma. 2022.01.007.

9.闻雪松, 刘焕. β受体阻滞剂在心血管疾病中的研究及应用进展[J]. 心血管病学进展, 2024, 45(7): 632-635, 653. [Wen XS, Liu H. Role of β-blockers in cardiovascular diseases[J]. Advances in Cardiovascular Diseases, 2024, 45(7): 632-635, 653.] DOI: 10.16806/j.cnki.issn.1004-3934.2024.07.013https://d.wanfangdata.com.cn/periodical/ChdQZXJpb2RpY2FsQ0hJU29scjlRdWljaxIQeHhnYnhqejIwMjQwNzAxMxoIaW02b3p5ajU%3D.

10.Alabed S, Sabouni A, Al Dakhoul S, et al. Beta-blockers for congestive heart failure in children[J]. Cochrane Database Syst Rev, 2020, 7(7): CD007037. DOI: 10.1002/14651858.CD007037.pub4.

11.岳志华. 基于自发呈报系统的儿童用药安全性监测研究[D]. 天津: 天津大学, 2014.

12.高鹍, 程峰. 基于FAERS数据库挖掘开展的药物安全性研究进展[J]. 中国医院药学杂志, 2023, 43(3): 337-340. [Gao K, Cheng F. Research progress in drug safety study based on FAERS data-mining[J]. Chinese Journal of Hospital Pharmacy, 2023, 43(3): 337-340.] DOI: 10.13286/j.1001-5213.2023.03.18.

13.Hu Y, Gong J, Zhang L, 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.

14.Evans SJ, Waller PC, Davis S. Use of proportional reporting ratios (PRRs) for signal generation from spontaneous adverse drug reaction reports[J]. Pharmacoepidemiol Drug Saf, 2001, 10(6): 483-486. DOI: 10.1002/pds.677.

15.Yin Y, Shu Y, Zhu J, et al. A real-world pharmacovigilance study of FDA adverse event reporting system (FAERS) events for osimertinib[J]. Sci Rep, 2022, 12(1): 19555.DOI: 10.1038/s41598-022-23834-1.

16.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.

17.关瑜, 李雷, 朱旭, 等. 基于自发呈报系统的联合用药不良反应信号检测方法研究进展[J]. 中国药物评价, 2022, 39(6): 489-495. [Guan Y, Li L, Zhu X, et al. Research progress on detection method of adverse drug reaction signal detection method based on spontaneous reporting system[J]. Chinese Journal of Drug Evaluation, 2022, 39(6): 489-495.] DOI: 10.3969/j.issn.2095-3593.2022.06.009https://d.wanfangdata.com.cn/periodical/ChdQZXJpb2RpY2FsQ0hJU29scjlRdWljaxIPemd5d3BqMjAyMjA2MDA5GghpcHlpcWN3NA%3D%3D.

18.胡扬晖, 邱子妍, 张炳松. 基于FAERS数据库的氨氯地平不良事件信号挖掘及药物警戒数智化平台构建[J]. 药物流行病学杂志, 2025, 34(8): 846-854. [Hu YH, Qiu ZY, Zhang BS. Mining of adverse reaction signals of amlodipine based on the FAERS database and the construction of a digital and intelligent phar-macovigilance platform[J]. Chinese Journal of Pharmacoe-pidemiology, 2025, 34(8): 846-854.] DOI: 10.12173/j.issn.1005-0698.202504034.

19.赵琦瑶, 刘岩, 杨天绎, 等. 基于FAERS数据库的艾塞那肽不良事件信号挖掘与分析[J]. 药物流行病学杂志, 2024, 33(12): 1355-1364.[Zhao QY, Liu Y, Yang TY, et al. Signals mining and analysis of adverse drug events of exenatide based on FAERS database[J]. Chinese Journal of Pharmacoepidemiology, 2024, 33(12): 1355-1364.] DOI: 10.12173/j.issn.1005-0698.202407062.

20.唐扬检, 刘湘豫, 蒋卫国. 基于FAERS数据库对选择性环氧化酶-2抑制剂不良事件信号的挖掘和分析[J]. 临床合理用药, 2024, 17(12): 161-166. [Tang YJ, Liu XY, Jiang WG. Mining and analysis of adverse event signals for selective cyclooxygenase-2 inhibitors based on the FAERS database[J]. Clinical Rational Drug Use, 2024, 17(12): 161-166.] DOI: 10.15887/j.cnki.13-1389/r.2024.12.045.

21.Lurbe E, Agabiti-Rosei E, Cruickshank JK, et al. 2016 European Society of Hypertension guidelines for the management of high blood pressure in children and adolescents[J]. J Hypertens, 2016, 34(10): 1887-1920. DOI: 10.1097/HJH.0000000000001039.

22.Leporini C, De Sarro C, Palleria C, et al. Pediatric drug safety surveillance: a 10-year analysis of adverse drug reaction reporting data in Calabria, Southern Italy[J]. Drug Saf, 2022, 45(11): 1381-1402. DOI: 10.1007/s40264-022-01232-w.

23.Islam B, Ibrahim TI, Tingting W, et al. Current status of elevated blood pressure and hypertension among adolescents in Asia: a systematic review[J]. J Glob Health, 2025,15: 04115. DOI: 10.7189/jogh.15.04115.

24.Song P, Zhang Y, Yu J, et al. Global prevalence of hypertension in children: a systematic review and Meta-analysis[J]. JAMA Pediatr, 2019, 173(12): 1154-1163. DOI: 10.1001/jamapediatrics.2019.3310.

25.Khalid MM, Galuska MA, Hamilton RJ. Beta-blocker toxicity[EB/OL]. (2023-07-28)[2025-12-09]. https://www.ncbi.nlm.nih.gov/books/NBK448097/.

26.Flynn JT, Kaelber DC, Baker-Smith CM, et al. Clinical practice guideline for screening and management of high blood pressure in children and adolescents[J]. Pediatrics, 2017, 140(3): e20171904. DOI: 10.1542/peds.2017-1904.

27.Martinez A, Lakkimsetti M, Maharjan S, et al. Beta-blockers and their current role in maternal and neonatal health: a narrative review of the literature[J]. Cureus, 2023, 15(8): e44043. DOI: 10.7759/cureus.44043.

28.赵俊, 董丽, 王洋, 等. 艾司洛尔不良反应/事件报告分析[J]. 中国药物警戒, 2024, 21(8): 925-930. [Zhao J, Dong L, Wang Y, et al. Adverse reaction/event reports of esmolol[J]. Chinese Pharmacovigilance, 2024, 21(8): 925-930.] DOI: 10.19803/j.1672-8629.20240020.

29.Tracqui A, Kintz P, Mangin P, et al. Self-poisoning with the beta-blocker bisoprolol[J]. Hum Exp Toxicol, 1990, 9(4): 255-256. DOI: 10.1177/096032719000900409.

30.刘志伟, 张波, 叶梦飞. 美托洛尔所致不良反应的文献分析[J]. 中国现代医生, 2019, 57(5): 99-102.[Liu ZW, Zhang B, Ye MF. Literature analysis of adverse reactions induced by metoprolol[J]. China Modern Doctor, 2019, 57(5): 99-102.] DOI: CNKI:SUN:ZDYS.0.2019-05-030https://d.wanfangdata.com.cn/periodical/ChdQZXJpb2RpY2FsQ0hJU29scjlRdWljaxIWendranpsbWwteXl3czIwMTkwNTAyORoIZXQxZzFiYXA%3D.

31.Gawkrodger DJ, Beveridge GW. Psoriasiform reaction to atenolol[J]. Clin Exp Dermatol, 1984, 9(1): 92-94. DOI: 10.1111/j.1365-2230.1984.tb00762.x.

32.Wakefield PE, Berger TG, James WD. Atenolol-induced pustular psoriasis[J]. Arch Dermatol, 1990, 126(7): 968-969. DOI: 10.1001/archderm.126.7.968.

33.Fragasso G, Ciboddo G, Pagnotta P, et al. Septal panniculitis induced by atenolol--a case report[J]. Angiology, 1998, 49(6): 499-502. DOI: 10.1177/000331979804900613.

34.李冰清, 郭亮, 王洪林, 等. 阿替洛尔致药疹1例[J]. 解放军保健医学杂志, 2005, (3): 134. [Ling BQ, Guo L, Wang Hl, et al. A case of drug eruption induced by atenolol[J]. Journal of Health Care and Medicine in Chinese PLA, 2005, (3): 134.].https://d.wanfangdata.com.cn/periodical/jfjbjyxzz200503025.

35.Watson CJ, Monuteaux MC, Burns MM. Characterization of pediatric beta-adrenergic antagonist ingestions reported to the National Poison Data System from 2000 to 2020[J]. Acad Emerg Med, 2023, 30(11): 1129-1137. DOI: 10.1111/acem.14769.

36.Zkaya PY, Turanl EE, Ersayoğlu R, et al. Esmolol treatment in a child with severe hypotension due to salbutamol intoxication: a case report[J]. Pediatric Intensive Care Med, 2022, 9(3):184-186. DOI: 10.4274/cayd.galenos.2021.42103.

37.吴琼, 郭晓清, 蒲秀红, 等. 儿童误服阿替洛尔引起中毒[J]. 药物不良反应杂志, 2007, (4): 272. [Wu Q, Guo XQ, Pu XH, et al. Accidental poisoning of atenolol in a child[J]. Adverse Drug Reaction Journal, 2007, (4): 272.].https://d.wanfangdata.com.cn/periodical/ywblfyzz200704011.

38.王亚丹, 李辉, 刘金平, 等. β受体阻滞剂应用于小儿充血性心力衰竭的系统评价与Meta分析[J]. 中国药师, 2024, 27(2): 345-356. [Wang YD, Li H, Liu JP, et al. Effects of beta-blockers for congestive heart failure in pediatric patients: Meta-analysis[J]. China Pharmacist, 2024, 27(2): 345-356.] DOI: 10.12173/j.issn.1008-049X.202311231.

39.Wojtczak A, Wojtczak M, Skrętkowicz J. The relationship between plasma concentration of metoprolol and CYP2D6 genotype in patients with ischemic heart disease[J]. Pharmacol Rep, 2014, 66(3): 511-514. DOI: 10.1016/j.pharep.2013.12.010.

40.张健, 张宇辉, 周蕾. 国家心力衰竭指南2023(精简版)[J]. 中国循环杂志, 2023, 38(12): 1207-1238. [Zhang J, Zhang YH, Zhou L. National heart failure guideline 2023 (simplified version)[J]. Chinese Circulation Journal, 2023, 38(12): 1207-1238.] DOI: 10.3969/j.issn.1000-3614.2023.12.001https://d.wanfangdata.com.cn/periodical/ChdQZXJpb2RpY2FsQ0hJU29scjlRdWljaxIPemd4aHp6MjAyMzEyMDAxGghsNTFlbHg2ag%3D%3D.

41.闫森, 孙党辉, 李悦. β受体阻滞剂治疗高血压存在的问题和展望[J]. 中华高血压杂志, 2014, 22(2): 101-103. [Yan S, Sun DH, Li Y. Problems and prospects of β-Blockers in the treatment of hypertension[J]. Chinese Journal of Hypertension, 2014, 22(2): 101-103.] DOI: 10.16439/j.cnki.1673-7245.2014.02.002.

42.符梦瑜. β受体阻滞剂在心衰患者中的应用进展[J]. 中国现代药物应用, 2024, 18(15): 167-169. [Fu MY. Progress in the use of β-blockers in patients with heart failure[J]. Chinese Journal of Modern Drug Application, 2024, 18(15): 167-169.] DOI: 10.14164/j.cnki.cn11-5581/r.2024.15.046https://d.wanfangdata.com.cn/periodical/ChdQZXJpb2RpY2FsQ0hJU29scjlRdWljaxIRemd4ZHl5eXkyMDI0MTUwNDYaCDdtc2t0ZGs4.

43.中国医师协会高血压专业委员会, 中华医学会呼吸病学分会睡眠呼吸障碍学组. 阻塞性睡眠呼吸暂停相关性高血压临床诊断和治疗专家共识[J]. 中国呼吸与危重监护杂志, 2013, 12(5): 435- 441. DOI: 10.7507/1671-6205.20130105https://d.wanfangdata.com.cn/periodical/ChdQZXJpb2RpY2FsQ0hJU29scjlRdWljaxIUemdoeHl3empoenoyMDEzMDUwMDIaCDR3OW56Z3Zu.

44.Carfora A, Petrella R, Ambrosio G, et al. Acute intoxication by bisoprolol and drowning: toxicological analysis in complex suicides[J]. Separations, 2023, 10(2): 68. DOI: 10.3390/separations10020068.

45.Koella WP. CNS-related (side-)effects of beta-blockers with special reference to mechanisms of action[J]. Eur J Clin Pharmacol, 1985, Suppl: 55-63. DOI: 10.1007/BF00543711.

46.Simmons Z, Baldwin SA, Jones J, et al. Connecting the dots between insomnia and suicidal ideation: the mediating roles of depression, emotion dysregulation and thwarted belonging[J]. Cambridge J, 2024, 1(0): e10. DOI: 10.1017/slp.2024.2.

47.Sheaves B, Rek S, Freeman D. Nightmares and psychiatric symptoms: a systematic review of longitudinal, experimental, and clinical trial studies[J]. Clin Psychol Rev, 2023, 100: 102241. DOI: 10.1016/j.cpr.2022.102241.

48.Goldner JA. Metoprolol-induced visual hallucinations: a case series[J]. J Med Case Rep, 2012, 6: 65. DOI: 10.1186/1752-1947-6-65.

49.Qato DM, Ozenberger K, Olfson M. Prevalence of prescription medications with depression as a potential adverse effect among adults in the United States[J]. JAMA, 2018, 319(22): 2289-2289. DOI: 10.1001/jama.2018.6741.

50.Chew LC, Osuchukwu OO, Reed DJ, et al. Fetal growth restriction[EB/OL]. (2024-08-11) [2025-12-09]. https://www.ncbi.nlm.nih.gov/books/NBK562268/.

51.Katsi V, Papakonstantinou IP, Papazachou O, et al. Beta-blockers in pregnancy: clinical update[J]. Curr Hypertens Rep, 2023, 25(2): 13-24. DOI: 10.1007/s11906-023-01234-8.

52.Effoe A, Pfeifer C, Mazur JE. 749: Evaluation of esmolol use in medical ICU patients[J]. Critical Care Medicine, 2022, 51(1): 365-365. DOI: 10.1097/01.ccm.0000908728.17196.96.

53.Rastogi A, Kulkarni SA, Agarwal S, et al. Topical esmolol hydrochloride as a novel treatment modality for diabetic foot ulcers: a phase 3 randomized clinical trial[J]. JAMA Network Open, 2023, 6(5): e2311509-e2311509. DOI: 10.1001/jamanetworkopen.2023.11509.

54.Cocchi MN, Dargin J, Chase M, et al. Esmolol to treat the hemodynamic effects of septic shock: a randomized controlled trial[J]. Shock, 2022, 57(4): 508-517. DOI: 10.1097/SHK.  0000000000001905.

55.Lim SL, Wang K, Lui PL, et al. Crash landing of thyroid storm: a case report and review of the role of extra-corporeal systems[J]. Front Endocrinol (Lausanne), 2021, 12: 725559. DOI: 10.3389/fendo.2021.725559.

56.章萌, 聂晓璐, 刘佐相, 等. 中美两国2009~2020年不同人群ADR/AE报告分析及对中国药物警戒工作的启示[J]. 药物流行病学杂志, 2022, 31(12): 808-814. [Zhang M, Nie XL, Liu ZX, et al. Analysis of adverse drug reactions or adverse drug events of different populations in China and the United States from 2009 to 2020 and implications for pharmacovigilance in China[J]. Chinese Journal of Pharmacoepidemiology, 2022, 31(12): 808-814.] DOI: 10.1960/J.cnki.issn1005-0698.2022.12.005.

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