Year: 2025
Type: conference-abstract
Abstract: Introduction: Emicizumab, a bispecific monoclonal antibody that bridges activated factor IX and factor X, has emerged as an effective prophylactic treatment for patients with hemophilia A (PwHAs). However, real-world responses are heterogeneous, long-term data remain limited, and the determinants of long-term efficacy are unclear. Methods: Data from 132 pediatric and adult PwHAs with/without factor VIII (FVIII) inhibitors who received emicizumab prophylaxis for more than one year from 25 centers in China were pooled to establish a long-term efficacy and safety profile. Annualized bleed rate (ABR) and Annualized joint bleed rate (AJBR) were estimated using the negative binomial regression model. Machine learning models—including the Feature Tokenizer Transformer, random forest, XGBoost, LightGBM, ResNet, and CatBoost—were applied to predict post-emicizumab ABR. Results: A total of 132 patients were enrolled in our study. All patients were followed up for a median of 26.0 months (interquartile range [IQR], 16.0–40.0). Across a median efficacy period of 25.5 months (IQR, 16.0–40.0; data cutoff: May 25, 2025), the model-based ABR (for all bleeds) and treated ABR were 0.81 (95% confidence interval [CI], 0.62–1.07) and 0.30 (0.21-0.42), respectively. ABR declined compared to baseline and then stabilized at <1 in analyses based on 12-month treatment intervals. During months 1 to 12 (n=132), 62.9% of participants had 0 bleeds, 82.6% had no treated bleeds, 90.9% reported no joint bleeds, and 94.7% reported no treated joint bleeds. To determine the factors associated with long-term efficacy, we applied machine learning models. Among them, the Feature Tokenizer Transformer model yielded the best performance (AUC=0.905±0.012). Feature importance was ranked by mean absolute SHapley Additive exPlanations (SHAP) values. The top three predictors of post-emicizumab ABR > 1 were: historical inhibitor status, whether standard loading dose (3 mg/kg for 4 weeks) was administered, and baseline ABR. Injection site reactions were reported in 10 out of 132 patients (7.6%). No deaths, thromboembolic events, or thrombotic microangiopathies were reported during the study period. Conclusions: In this multicenter real-world study, we indicated that emicizumab prophylaxis maintained low bleeding rates in PwHAs of all ages and remains well tolerated. Historical inhibitor status, whether standard loading dose was administered, and baseline ABR were the most informative variables for predicting post-emicizumab ABR > 1.
Source: Blood
Authors: Yuan Xu, Ying Wang, Ningling Wang, Liya He, Jing Ling, Mingwei Jin, Bingshou Xie, Shaohua Le, Meijuan Huang, Jie Peng, Hongbo Cheng, Jiao Jin, Li Zhou, Zeping Zhou, Can Gai, Yujing Zhang, Mei Sun, Xiaojing Li, Jie Yin, Yanli Cheng, Ailing Xue, Weiqun Xu, Hong Han, Fuhua Zhang, Weiguo Zhu, Shen He, Hua Zhou, Lei Zhang, Feng Xue, Renchi Yang
Institutions: Institute of Hematology & Blood Diseases Hospital, Shenzhen Children's Hospital, Anhui Medical University, Second Affiliated Hospital of Anhui Medical University, Guangzhou Women and Children Medical Center, Soochow University, Union Hospital, Xiangya Hospital Central South University, Nanchang University, Jiangxi Provincial People's Hospital, Guiyang Medical University, Affiliated Hospital of Guizhou Medical University, Kunming Medical University, Second Affiliated Hospital of Kunming Medical College, Huai'an Hospital of Huai'an City, Harbin Medical University, Fourth Affiliated Hospital of Harbin Medical University, Shandong University, Qilu Hospital of Shandong University, First Affiliated Hospital of Soochow University, Shanxi Provincial Children's Hospital, Central Hospital of Zibo, Children's Hospital of Zhejiang University, Zhejiang University, Huazhong University of Science and Technology
Language: English
Subfield: Hematology
Field: Medicine
Domain: Health Sciences
Open Access status: bronze
OpenAlex ID: W4417019474
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