Welcome to visit Zhongnan Medical Journal Press Series journal website!

Home Articles Vol 33,2024 No.2 Detail

Data mining of hematological adverse events related to antibody-drug conjugate based on FAERS

Published on Feb. 18, 2024Total Views: 390 times Total Downloads: 283 times Download Mobile

Author: DENG Huijie 1, 2 LIU Xia 3 LI Bing 1 SHAN Qing 1 CHEN Yan 1 GUO Yuhang 1 GUO Jinmin 1

Affiliation: 1. Department of Clinical Pharmacy, the 960th Hospital of the Joint Logistics Support Force of the Chinese People’s Liberation Army, Jinan 250031, China 2. Department of Pharmacy, the 960th Hospital of the Joint Logistics Support Force of the Chinese People’s Liberation Army, Jinan 250031, China 3. Department of Clinical Pharmacy, School of Pharmacy, Naval Medical University, Shanghai 200433, China

Keywords: Antibody drug conjugates Hematological adverse events FAERS database Data mining Report ratio ratio method Information component method Pharmacovigilance

DOI: 10.12173/j.issn.1005-0698.202304131

Reference: DENG Huijie, LIU Xia, LI Bing, SHAN Qing, CHEN Yan, GUO Yuhang, GUO Jinmin.Data mining of hematological adverse events related to antibody-drug conjugate based on FAERS[J].Yaowu Liuxingbingxue Zazhi,2024, 33(2):158-165.DOI: 10.12173/j.issn.1005-0698.202304131.[Article in Chinese]

  • Abstract
  • Full-text
  • References
Abstract

Objective  Based on the U. S. Food and Drug Administration Adverse Event Reporting System (FAERS) database, data mining was conducted on hematological adverse events related to antibody drug conjugates (ADC), providing reference for the safe use of ADC drugs in clinical practice.

Methods  The report data from the third quarter of 2011 to the fourth quarter of 2022 were retrieved from the FAERS database. After data cleaning such as deduplication and name standardization, extract hematological adverse events related to ADC, and use report odds ratio method and the information component method for signal detection.

Results  A total of 101 610 adverse event reports were extracted, with 8 ADC drugs as the primary suspected drugs, and 5 768 ADC related hematological adverse event reports. Among them, 3 423 cases of agranulocytosis were involved, and the signal intensity from strong to weak were sacituzumab govitecan (SG), gemtuzumab ozogamicin (GO), brentuximab vedotin (BV), polatuzumab vedotin (PV), enfortumab vedotin (EV), trastuzumab deruxtecan (TD), inotuzumab ozogamicin (IO) and ado-trastuzumab emtansine (TDM-1). There were 2 327 cases hematopoietic cell deficiency, with signals ranging from strong to weak were IO, SG, BV, EV, PV, TD, TDM-1, and GO. Report with clinical outcome of death of ADC drug related hematological adverse events included BV 179 (16.84%), TDM-1 102 (13.01%), TD 88 (27.08%), GO 12 (16.90%), IO 8 (11.59%), EV 54 (24.32%), PV 22 (27.16%), and SG 84 (21.05%). Adverse event time analysis showed that the number of events on the first day of TD, IO, and SG medication accounts for ≥ 40% of the total number of cases. The median time of hematological adverse events in TD, GO, IO, EV, PV, and SG was within one treatment course (21 days).

Conclusion  Attention should be paid to the risk of ADC drug-related hematological adverse event, during the clinical medication process, blood cell count changes should be closely monitored, and any abnormalities should be promptly diagnosed and treated.

Full-text
Please download the PDF version to read the full text: download
References

1.李博乐, 冯红蕾, 魏枫, 等. 肿瘤抗体药物偶联物的研发进展和挑战[J]. 中国肿瘤临床, 2022, 49(16): 850-857. [Li BL, Feng HL, Wei F, et al. Progress and challenges in the research and development of tumor antibody drug conjugates[J]. Chinese Clinical Oncology, 2022, 49 (16): 850-857.] DOI: 10.12354/j.issn.1000-8179.2022.20211914.

2.Gauzy-Lazo L, Sassoon I, Brun MP. Advances in antibody-drug conjugate design: current clinical landscape and future innovations[J]. SLAS Discov, 2020, 25(8): 843-868. DOI: 10.1177/2472555220912955.

3.中国抗癌协会肿瘤药物临床研究专业委员会, 国家抗肿瘤药物临床应用监测专家委员会, 国家肿瘤质控中心乳腺癌专家委员会, 等. 抗体药物偶联物治疗恶性肿瘤临床应用专家共识(2020版)[J]. 中国医学前沿杂志(电子版), 2021, 13(1): 1-15. DOI: 10.12037/YXQY.2021.01-01.

4.中国药学会医院药学专业委员会, 中国抗癌协会肿瘤临床化疗专业委员会. 抗体偶联药物安全性跨学科管理中国专家共识[J]. 中国医院药学杂志, 2023, 43(1): 1-10, 60. DOI: 10.13286/j.1001-5213.2023.01.01.

5.董元鸽, 杨瑒, 张晓菊, 等. 抗体药物偶联物治疗恶性肿瘤临床应用专家共识(2020版) -不良反应安全管理解读[J]. 军事护理, 2022, 39(11): 41-43. [Dong YG, Yang C, Zhang XJ, et al. Expert Consensus on the Clinical Application of Antibody Drug Couplers in the Treatment of Malignant Tumors (2020 Edition) - interpretation of adverse reaction safety management[J]. Military Nursing, 2022, 39(11): 41-43.] DOI: 10.3969/j.issn.2097-1826.2022.11.011.

6.Sankaraneni R, Lachhwani D. Antiepileptic drugs- -a review[J]. Pediatr Ann, 2015, 44(2): e36-e42. DOI: 10.3928/00904481-20150203-10.

7.Marwitz K, Jones SC, Kortepeter CM, et al. An evaluation of postmarketing reports with an outcome of death in the US FDA Adverse Event Reporting System[J]. Drug Saf, 2020, 43(5): 457-465. DOI: 10.1007/s40264-020-00908-5.

8.吴斌, 吴逢波, 罗敏, 等. MedEx在FAERS药品名称标准化中的应用[J]. 中国医院药学杂志, 2019, 39(19): 1989-1992. [Wu B, Wu FB, Luo M, et al. The application of MedEx in the standardization of FAERS drug names[J]. Chinese Journal of Hospital Pharmacy, 2019, 39(19): 1989-1992.] DOI: 10.13286/j.cnki.chinhosppharmacyj. 2019.19.16.

9.Dong Z, Ye X, Chen C, et al. Thromboembolic events in Janus kinase inhibitors: a pharmacovigilance study from 2012 to 2021 based on the Food and Drug Administration's Adverse Event Reporting System[J]. Br J Clin Pharmacol, 2022, 88(9): 4180-4190. DOI: 10.1111/bcp.15361.

10.SantaMaria CA, Wolff AC. Antibody-drug conjugates in breast cancer: searching for magic bullets[J]. J Clin Oncol, 2023, 41(4): 732-735. DOI: 10.1200/JCO.22.02217.

11.Mjaess G, Aoun F, Rassy E, et al. Antibody-drug conjugates in prostate cancer: where are we?[J]. Clin Genitourin Cancer, 2023, 21(1): 171-174. DOI: 10.1016/j.clgc.2022.07.009.

12.Liu F, Ke J, Song Y. TDM-1-induced thrombocytopenia in breast cancer patients: new perspectives[J]. Biomed Pharmacother, 2020, 129: 110407. DOI: 10.1016/j.biopha. 2020.110407.

13.Kantarjian HM, Stock W, Cassaday RD, et al. Inotuzumab ozogamicin for relapsed/refractory acute lymphoblastic leukemia in the INO-VATE Trial: CD22 pharmacodynamics, efficacy, and safety by baseline CD22[J]. Clin Cancer Res, 2021, 27(10): 2742-2754. DOI: 10.1158/1078-0432.CCR-20-2399.

14.Kantarjian HM, DeAngelo DJ, Stelljes M, et al. Inotuzumab ozogamicin versus standard therapy for acute lymphoblastic leukemia[J]. N Engl J Med, 2016, 375(8): 740-753. DOI: 10.1056/NEJMoa1509277.

15.McGregor BA, Sonpavde G. Enfortumab vedotin, a fully human monoclonal antibody against Nectin 4 conjugated to monomethyl auristatin E for metastatic urothelial Carcinoma[J]. Expert Opin Investig Drugs, 2019,28(10): 821-826. DOI: 10.1080/13543784.2019.1667332.

16.Masters JC, Nickens DJ, Xuan D, et al. Clinical toxicity of antibody drug conjugates: a meta-analysis of payloads[J]. Invest New Drugs, 2018, 36(1): 121-135. DOI: 10.1007/s10637-017-0520-6.

17.Abbas F, El KM, Shaheen IS, et al. Drug-induced myelosuppression in kidney transplant patients[J]. Exp Clin Transplant, 2021, 19(10): 999-1013. DOI: 10.6002/ect.2020.0100.

18.Punnapuzha S, Edemobi PK, Elmoheen A. Febrile neutropenia[M]. Treasure Island (FL): StatPearls Publishing, 2023: 1

19.Danese E, Montagnana M, Favaloro EJ, et al. Drug-induced thrombocytopenia: mechanisms and laboratory diagnostics[J]. Semin Thromb Hemost, 2020, 46(3): 264-274. DOI: 10.1055/s-0039-1697930.

20.van De Ven NS, Pozniak AL, Levi JA, et al. Analysis of pharmacovigilance databases for dolutegravir safety in pregnancy[J]. Clin Infect Dis, 2020, 70(12): 2599-2606. DOI: 10.1093/cid/ciz684.

Popular papers
Last 6 months