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Data mining and analysis for emicizumab adverse event signals based on the Food and Drug Administration Adverse Event Reporting System database

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Abstract

Background

Emicizumab is the latest treatment for patients with hemophilia A. Its safety in real-world data is limited, and regulatory agencies and clinical researchers have raised concerns about the risk of adverse events.

Aim

This study aimed to detect potential adverse event signals of emicizumab using the FDA Adverse Event Reporting System (FAERS) database.

Method

Data in FAERS from the fourth quarter of 2017 to the second quarter of 2021 were searched. Cases of adverse events were extracted using the Preferred Term in the Medical Dictionary for Regulatory Activities (version 24.0). Disproportionality analysis was performed using the reporting odds ratio (ROR) and information component (IC) methods based on statistical shrinkage transformation.

Results

A total of 5,598,717 patients were included, of which 1,244 took emicizumab. A total of 703 emicizumab-related adverse event signals were mined, and 101 positive signals were detected. Haemarthrosis (ROR/ROR975/ROR025 = 155.62/184.34/131.38, IC/IC975/IC025 = 7.28/7.48/7.01), haemorrhage (ROR/ROR975/ROR025 = 71.01/81.18/62.12, IC/IC975/IC025 = 6.15/6.31/5.94), muscle haemorrhage (ROR/ROR975/ROR025 = 53.38/75.83/37.58, IC/IC975/IC025 = 5.74/6.16/5.15), traumatic haemorrhage (ROR/ROR975/ROR025 = 27.78/46.29/16.67, IC/IC975/IC025 = 4.80/5.40/3.92), haematoma (ROR/ROR975/ROR025 = 18.15/26.35/12.51, IC/IC975/IC025 = 4.18/4.63/3.55), device-related thrombosis (ROR/ROR975/ROR025 = 21.27/37.57/12.04, IC/IC975/IC025 = 4.41/5.08/3.43), and activated partial thromboplastin time prolonged (ROR/ROR975/ROR025 = 20.68/36.51/11.71, IC/IC975/IC025 = 4.37/5.04/3.39) had the strongest signal intensities. Haemorrhage, haemarthrosis, arthralgia, fall, and injection site pain were reported more frequently.

Conclusion

This study found that mild arthralgia and injection site reaction were associated with emicizumab. Attention should also be paid to other serious adverse events related to emicizumab, such as acute myocardial infarction and sepsis, to ensure patient safety.

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References

  1. Thrombosis and Hemostasis Group, Hematology Society of Chinese Medical Association; Hemophilia Treatment Center Collaborative Network of China. [Consensus of Chinese expert on the diagnosis and treatment of hemophilia (version 2017)]. Zhonghua Xue Ye Xue Za Zhi. 2017 May 14;38(5):364 – 70.

  2. Srivastava A, Brewer AK, Mauser-Bunschoten EP, et al. Treatment Guidelines Working Group on Behalf of The World Federation Of Hemophilia. Guidelines for the management of hemophilia. Haemophilia. 2013;19(1):e1–47.

    Article  CAS  PubMed  Google Scholar 

  3. Fischer K, Lewandowski D, Marijke van den Berg H, et al. Validity of assessing inhibitor development in haemophilia PUPs using registry data: the EUHASS project. Haemophilia. 2012;18(3):e241-6.

    Article  PubMed  Google Scholar 

  4. Yoneyama K, Schmitt C, Kotani N, et al. Pharmacometric approach to substitute for a conventional dose-finding study in rare diseases: example of phase iii dose selection for emicizumab in hemophilia A. Clin Pharmacokinet. 2018;57(9):1123–34.

    Article  CAS  PubMed  Google Scholar 

  5. Lenting PJ, Denis CV, Christophe OD. Emicizumab, a bispecific antibody recognizing coagulation factors IX and X: how does it actually compare to factor VIII? Blood. 2017;130(23):2463–8.

    Article  CAS  PubMed  Google Scholar 

  6. Oldenburg J, Mahlangu JN, Kim B, et al. Emicizumab prophylaxis in hemophilia A with inhibitors. N Engl J Med. 2017;377(9):809–18.

    Article  CAS  PubMed  Google Scholar 

  7. Kaplon H, Reichert JM. Antibodies to watch in 2018. MAbs. 2018;10(2):183–203.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. FDA approves emicizumab-kxwh for prevention and reduction of bleeding in patients with hemophilia A with factor VIII inhibitors. https://www.fda.gov/drugs/resources-information-approved-drugs/fda-approves-emicizumab-kxwh-prevention-and-reduction-bleeding-patients-hemophilia-factor-viii#:~:text=On%20November%2016%2C%202017%2C%20the,deficiency)%20with%20factor%20VIII%20inhibitors. Accessed 02 Oct 2022.

  9. FDA Grants Roche Breakthrough Therapy Designation on Hemophilia Drug. https://www.biopharminternational.com/view/fda-grants-roche-breakthrough-therapy-designation-hemophilia-drug. Accessed 02 Oct 2022.

  10. Rodriguez EM, Staffa JA, Graham DJ. The role of databases in drug postmarketing surveillance. Pharmacoepidemiol Drug Saf. 2001;10(5):407–10.

    Article  CAS  PubMed  Google Scholar 

  11. Wysowski DK, Swartz L. Adverse drug event surveillance and drug withdrawals in the United States, 1969–2002: the importance of reporting suspected reactions. Arch Intern Med. 2005;165(12):1363–9.

    Article  PubMed  Google Scholar 

  12. Questions. and Answers on FDA’s Adverse Event Reporting System (FAERS). https://www.fda.gov/drugs/surveillance/questions-and-answers-fdas-adverse-event-reporting-system-faers. Accessed 02 Oct 2022.

  13. van Puijenbroek EP, Bate A, Leufkens HG, et al. A comparison of measures of disproportionality for signal detection in spontaneous reporting systems for adverse drug reactions. Pharmacoepidemiol Drug Saf. 2002;11(1):3–10.

    Article  PubMed  Google Scholar 

  14. Bate A, Lindquist M, Edwards IR, et al. A Bayesian neural network method for adverse drug reaction signal generation. Eur J Clin Pharmacol. 1998;54(4):315–21.

    Article  CAS  PubMed  Google Scholar 

  15. Norén GN, Hopstadius J, Bate A. Shrinkage observed-to-expected ratios for robust and transparent large-scale pattern discovery. Stat Methods Med Res. 2013;22(1):57–69.

    Article  PubMed  Google Scholar 

  16. Wang J, Ye XF, Guo XJ, et al. Exploration of statistical shrinkage parameters of disproportionality methods in spontaneous reporting system of China. Pharmacoepidemiol Drug Saf. 2015;24(9):962–70.

    Article  PubMed  Google Scholar 

  17. Almenoff JS, Pattishall EN, Gibbs TG, et al. Novel statistical tools for monitoring the safety of marketed drugs. Clin Pharmacol Ther. 2007;82(2):157–66.

    Article  CAS  PubMed  Google Scholar 

  18. Kubota K, Koide D, Hirai T. Comparison of data mining methodologies using Japanese spontaneous reports. Pharmacoepidemiol Drug Saf. 2004;13(6):387–94.

    Article  PubMed  Google Scholar 

  19. Mannucci PM, Tuddenham EG. The hemophilias—from royal genes to gene therapy. N Engl J Med. 2001;344(23):1773–9.

    Article  CAS  PubMed  Google Scholar 

  20. Mahlangu J, Oldenburg J, Paz-Priel I, et al. Emicizumab prophylaxis in patients who have hemophilia A without inhibitors. N Engl J Med. 2018;379(9):811–22.

    Article  CAS  PubMed  Google Scholar 

  21. Young G, Liesner R, Chang T, et al. A multicenter, open-label phase 3 study of emicizumab prophylaxis in children with hemophilia A with inhibitors. Blood. 2019;134(24):2127–38.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. Pipe SW, Shima M, Lehle M, et al. Efficacy, safety, and pharmacokinetics of emicizumab prophylaxis given every 4 weeks in people with haemophilia A (HAVEN 4): a multicentre, open-label, non-randomised phase 3 study. Lancet Haematol. 2019;6(6):e295–305.

    Article  PubMed  Google Scholar 

  23. Rodriguez-Merchan EC, Valentino LA. Emicizumab. Review of the literature and critical appraisal. Haemophilia. 2019;25(1):11–20.

    Article  PubMed  Google Scholar 

  24. Dane KE, Lindsley JP, Streiff MB, et al. Successful use of emicizumab in a patient with refractory acquired hemophilia A and acute coronary syndrome requiring percutaneous coronary intervention. Res Pract Thromb Haemostasis. 2019;3(3):420–3.

    Article  Google Scholar 

  25. Chen ZP, Li G, Li ZK, et al. Effect of emicizumab on coagulation assays of hemophilia A. J Clin Hematol. 2020;33(11):771–5.

    Google Scholar 

  26. Bowyer A, Kitchen S, Maclean R. Effects of emicizumab on APTT, one-stage and chromogenic assays of factor VIII in artificially spiked plasma and in samples from haemophilia A patients with inhibitors. Haemophilia. 2020;26(3):536–42.

    Article  CAS  PubMed  Google Scholar 

  27. Knoebl P, Thaler J, Jilma P, et al. Emicizumab for the treatment of acquired hemophilia A. Blood. 2021;137(3):410–9.

    Article  CAS  PubMed  Google Scholar 

  28. https://www.accessdata.fda.gov/drugsatfda_docs/label/2017/761083s000lbl.pdf. Accessed 02 Oct 2022.

  29. Li JY, Zhang YK, Zhang SY, et al. A new drug for hemophilia A: emicizumab. Practical Pharm Clin Remedies. 2019;22(10):1112–6.

    CAS  Google Scholar 

  30. Hooimeijer HL, Lukens MV, Verhagen MV, et al. A boy with joint pain associated with emicizumab treatment: the importance of plasma level measurement. Haemophilia. 2020;26(3):e138–40.

    Article  PubMed  Google Scholar 

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Acknowledgements

We thank for Dr Yuchen Qin for his help in the language polish of the manuscript revision.

Funding

This study was supported by the China Natural Science Foundation (No. 82073671), the Leading Talents of Public Health in Shanghai (No. GWV-10.2-XD22), the Excellent Young Scholars of Public Health in Shanghai (No. GWV-10.2-YQ33), the Construction Plan of Key Disciplines of Public Health system in Shanghai (GWV-10.1-XK05), and the Military Key Discipline Construction Project (Health Service-Naval Health Service Organization and Command) (No.03).

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Correspondence to Xiaofei Ye.

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The authors Jinfang Xu and Xiaofei Ye have contributed equally to this work.

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Wei, L., Tian, Y., Chen, X. et al. Data mining and analysis for emicizumab adverse event signals based on the Food and Drug Administration Adverse Event Reporting System database. Int J Clin Pharm 45, 622–629 (2023). https://doi.org/10.1007/s11096-022-01514-4

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