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Analysis of severe cutaneous adverse drug reactions and potential mechanisms related to commonly used anti influenza virus drugs based on FAERS database combined with network pharmacology
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Jing LIN1, 2, Shan-zi JIN3, Wen ZHANG1, Dong-na ZOU1
Chinese Journal of Clinical Pharmacology | 2026, 42(5) : 733 - 738
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Chinese Journal of Clinical Pharmacology | 2026, 42(5): 733-738
Adverse Drug Reactions
Analysis of severe cutaneous adverse drug reactions and potential mechanisms related to commonly used anti influenza virus drugs based on FAERS database combined with network pharmacology
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Jing LIN1, 2, Shan-zi JIN3, Wen ZHANG1, Dong-na ZOU1
Affiliations
  • 1.Department of Pharmacy, Provincial Hospital Affiliated to Shandong First Medical University, Jinan 250021, Shangdong Province, China
  • 2.Department of Pharmacy, Jinan Shizhong People’s Hospital, Jinan 250024, Shangdong Province, China
  • 3.Department of Pharmacy, The People’s Hospital Of Huaiyin, Jinan 250021, Shangdong Province, China
Published: 2026-03-17 doi: 10.13699/j.cnki.1001-6821.2026.05.021
Outline
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Objective

To extract severe cutaneous adverse reactions (SCAR) associated with commonly used anti-influenza virus drugs from the US Food and Drug Administration (FDA) adverse event reporting system (FAERS) database, analyze the epidemiological characteristics of SCAR to provide a reference for safe clinical medication, and explore the underlying molecular mechanisms using network pharmacology.

Methods

Reports from January 2004 to December 2024 in FAERS database were collected, in which oseltamivir, peramivir, zanamivir and baloxavir marboxil were the primary suspected drugs and SCAR was the preferred term (PT). The reporting odds ratio (ROR) and Bayesian confidence propagation neural network (BCPNN) methods were used to mine and analyze adverse drug event (ADE) signals. Targets of commonly used anti-influenza virus drugs and SCAR were extracted, a protein-protein interaction network was constructed, and enrichment analysis was performed.

Results

A total of 263 cases (1.90%) of SCAR related to commonly used anti-influenza virus drugs were collected. Females (55.13%) accounted for a higher proportion than males (35.36%). Positive signals were detected for all drugs except peramivir, with the association strength in descending order, baloxavir marboxil [n=42, ROR 1.75, information component(IC)0.8], zanamivir (n=53, ROR 1.61, IC 0.68) and oseltamivir (n=208, ROR 1.34, IC 0.42). The top 5 PT by frequency were blister, erythema multiforme, drug eruption, toxic epidermal necrolysis and acute generalized exanthematous pustulosis. Network pharmacology analysis showed that the Janus kinase-signal transducer and activator of transcription (JAK-STAT) signaling pathway may be a key pathway underlying SCAR induced by commonly used anti-influenza virus drugs.

Conclusion

Baloxavir marboxil, oseltamivir and zanamivir carry a risk of SCAR, with baloxavir marboxil and zanamivir showing higher signal intensity, while oseltamivir had the highest number of reports. Close monitoring of skin symptoms in female patients is recommended from 3 days after administration to guard against the occurrence of SCAR. Anti-influenza virus drugs may induce SCAR by regulating the JAK-STAT signaling pathway, which provides insights for further research.

anti-influenza virus drug  /  severe cutaneous adverse reaction  /  the US Food and Drug Administration adverse drug event reporting system  /  pharmacovigilance  /  network pharmacology
Jing LIN, Shan-zi JIN, Wen ZHANG, Dong-na ZOU. Analysis of severe cutaneous adverse drug reactions and potential mechanisms related to commonly used anti influenza virus drugs based on FAERS database combined with network pharmacology[J]. Chinese Journal of Clinical Pharmacology, 2026 , 42 (5) : 733 -738 . DOI: 10.13699/j.cnki.1001-6821.2026.05.021
Year 2026 volume 42 Issue 5
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Article Info
doi: 10.13699/j.cnki.1001-6821.2026.05.021
  • Receive Date:2025-11-18
  • Online Date:2026-08-06
  • Published:2026-03-17
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History
  • Received:2025-11-18
Funding
Affiliations
    1.Department of Pharmacy, Provincial Hospital Affiliated to Shandong First Medical University, Jinan 250021, Shangdong Province, China
    2.Department of Pharmacy, Jinan Shizhong People’s Hospital, Jinan 250024, Shangdong Province, China
    3.Department of Pharmacy, The People’s Hospital Of Huaiyin, Jinan 250021, Shangdong Province, China
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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