PO.CL11.01 · 临床研究
免疫检查点抑制剂诱导性心肌炎及三M重叠综合征的临床特征
Clinical characterization of immune checkpoint inhibitor-induced myocarditis and the triple M overlap syndrome
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
背景:免疫检查点抑制剂(ICI)诱导的心肌炎(MC)是癌症患者中最致命的免疫相关不良事件(irAE)之一,常与肌炎(MS)和重症肌无力(MG)重叠,形成暴发性的三联征——三M重叠综合征(TMOS)。在本研究中,我们报告了这一罕见致命综合征的最大规模临床系列,旨在刻画其临床特征、致死预测因素及时间趋势。
方法:我们检索了WHO Vigibase药物警戒数据库中截至2025年1月1日癌症病例的ICI-MC、MS和MG病例。出现七个组别:单独MC、单独MS、单独MG、MC+MS、MC+MG、MS+MG和TMOS。使用XGBoost算法构建了机器学习(ML)模型,采用具有完整数据可用性(年龄、性别、共反应、癌症/ICI类型和MC发生时机)的ICI-MC子集(n = 858)进行MC致死预测,训练与内部测试的数据划分为80/20%。使用一个外部公开的真实世界数据集(n = 28)的ICI-MC对我们的致死ML预测模型进行独立验证。
结果:在总计4,950例ICI-MC/MS/MG病例中,我们识别出2,641例ICI-MC病例,其中1,911例(72.4%)为单独MC,730例(27.6%)与MS和/或MG重叠(MC+MS = 364,13.8%;MC+MG = 159,6%;TMOS = 207,7.8%)。TMOS主要发生于黑色素瘤(35.8%),与单独MC相比,更可能发生在男性(64.7% vs 52.9%,p值 = 0.0049)及接受ICI双重治疗者(25.1% vs 20.4%,p值 = 0.0030)中。肝炎是TMOS病例中最常见的共同发生的irAE(n = 30,14.5%)。TMOS的MC特异性致死率(38%)高于单独MC(21.2%)、MC+MS(22.5%)或MC+MG(25.7%)。单独MC自ICI开始起的发病较MC+MS、MC+MG和TMOS更晚(至MC的中位时间分别为60.8、27、27和26天;p < 0.05)。在校正年龄、ICI方案、癌症类型和共反应后,ICI起始后第一个月内的早发性MC独立地与增加的MC致死相关(≤1 vs 1-3个月——OR:0.41,95% CI [0.22-0.73],p值 = 0.0036;≤1 vs 3-12个月——OR:0.44,95% CI [0.21-0.86],p值 = 0.0212)。我们的最终MC致死分类器在训练集(n = 686)、内部测试集(n = 172)和外部独立验证集(n = 28)上分别达到0.79、0.75和0.85的AUC,MC致死的最主要预测特征为早发性MC发生(ICI起始后第一个月内)和心肺共反应。
结论:这是刻画TMOS和MC致死的最大规模全球数据集。我们的数据显示TMOS代表了ICI-MC一种独特致命的表型,在ICI使用更广泛的癌症中倾向性更高。关于MC致死,我们表明MC发生时机是致死的关键决定因素,尤其是在ICI起始后第一个月内,这表明在此时间窗内需要更精细的筛查和监测策略。
查看英文原文 English abstract
Background: Immune checkpoint inhibitor (ICI)-induced myocarditis (MC) is one of the most fatal immune-related adverse events (irAEs) in cancer patients, often overlapping with myositis (MS) and myasthenia gravis (MG), forming the fulminant triad of Triple M Overlap Syndrome (TMOS). In this study, we report the largest clinical series of this rare fatal syndrome, aimed at delineating clinical features, fatality predictors, and temporal trends.
Methods: We surveyed the WHO Vigibase pharmacovigilance database for cases of ICI-MC, MS, and MG in cancer cases through January 1, 2025. Seven groups emerged: MC alone, MS alone, MG alone, MC+MS, MC+MG, MS+MG, and TMOS. A machine learning (ML) model using the XGBoost algorithm was constructed using a subset (n = 858) of ICI-MC with complete data availability (age, sex, co-reactions, cancer/ICI type, and MC timing) for MC fatality prediction with an 80/20% data split for training and internal testing. An external public real-world dataset (n = 28) of ICI-MC was used for independent validation of our fatality ML prediction model.
Results: Among a total of 4,950 ICI-MC/MS/MG cases, we identified 2,641 ICI-MC cases, of which 1,911 (72.4%) were MC alone and 730 (27.6%) were overlapping with MS and/or MG (MC+MS = 364, 13.8%; MC+MG = 159, 6%; TMOS = 207, 7.8%). TMOS occurred predominantly in melanoma (35.8%) and was more likely in males (64.7% vs 52.9%, p-value = 0.0049) treated with ICI dual therapy (25.1% vs 20.4%, p-value = 0.0030) compared with MC alone. Hepatitis was the most common irAE co-occurring in cases with TMOS (n = 30, 14.5%). MC-specific fatality rates were higher in TMOS (38%) compared to MC alone (21.2%), MC+MS (22.5%), or MC+MG (25.7%). MC alone had a later onset from ICI start than MC+MS, MC+MG, and TMOS (median time-to-MC: 60.8, 27, 27, and 26 days, respectively; p < 0.05). Early-onset MC within the first month of ICI initiation was independently associated with increased MC fatality after adjustment for age, ICI regimens, cancer type, and co-reactions (≤1 vs 1-3 months - OR: 0.41, 95% CI [0.22-0.73], p-value = 0.0036; ≤1 vs 3-12 months - OR: 0.44, 95% CI [0.21-0.86], p-value = 0.0212). Our final MC fatality classifier achieved an AUC of 0.79, 0.75, and 0.85 with the training (n = 686), internal testing (n = 172), and external independent validation (n = 28) datasets, respectively, with the top predictive features for MC fatality being early-onset MC occurrence (within the first month of ICI start) and cardiorespiratory co-reactions.
Conclusion: This is the largest global dataset to characterize TMOS and MC fatality. Our data shows that TMOS represents a uniquely fatal phenotype of ICI-MC with a higher tendency in cancers with wider ICI use. Regarding MC fatality, we show MC timing to be a critical determinant of fatality, specifically within the first month of ICI start, demonstrating the need for refined screening and monitoring strategies within this time window.
利益披露 Disclosure
H. M. Abushukair, None..
E. Alghamdi, None..
W. Jung, None..
M. Laharwal, None..
H. Gundroo, None..
S. Pannu, None.
A. Tan,
Bristol-Myers Squibb Employment, Stock, Other Business Ownership.
Celgene Employment, Stock, Other Business Ownership.
Juno Employment, Stock, Other Business Ownership.
P. Funchain,
Bristol Myers Squibb ), Other, Consulting or Advisory Role.
Eisai Other, Consulting or Advisory Role.
GigaGen Other, Consulting or Advisory Role.
Merck Other, Consulting or Advisory Role.
Novartis Other, Consulting or Advisory Role.
Replimune Other, Consulting or Advisory Role.
Pfizer ).
Taiho Oncology ).
N. Abdel-Wahab,
ChemoCentryx Other, Honoraria
Consulting or Advisory Role.
E. Sharon,
D.E. Shaw Research Other, Consulting or Advisory Role.
Mallinckrodt/Therakos Other, Consulting or Advisory Role.
D. B. Johnson,
AstraZeneca Other, Consulting or Advisory Role.
Bristol-Myers Squibb ), Other, Consulting or Advisory Role.
Merck Other, Consulting or Advisory Role.
Mosaic ImmunoEngineering Other, Consulting or Advisory Role.
Novartis Other, Consulting or Advisory Role.
Pfizer Other, Consulting or Advisory Role.
Targovax Other, Consulting or Advisory Role.
Incyte ).
A. H. Nassar, None..
F. Al-Harbi, None..
T. Oh, None.
A. Naqash,
NGM Biopharmaceuticals Other, Honoraria.
Foundation Medicine Travel, Other, Consulting or Advisory Role.
American Society for Radiation Oncology Travel.
Jazz Pharmaceuticals Travel.
Society for Immunotherapy of Cancer Travel.
ASCO Travel.
Binacea Travel.