Quandt Zoe, Lucas Anastasia, Liang Samantha I, Yang EnJun, Stone Samantha, Fadlullah Muhammad Zaki Hidayatullah, Bayless Nicholas L, Marr Sara Siebel, Thompson Marshall A, Padron Lacey J, Bucktrout Samantha, Butterfield Lisa H, Tan Aik Choon, Herold Kevan C, Bluestone Jeffrey A, Anderson Mark S, Spencer Christine N, Young Arabella, Connolly John E
Department of Medicine, Division of Endocrinology and Metabolism, UCSF, San Francisco, California, USA.
Diabetes Center, UCSF, San Francisco, California, USA.
J Immunother Cancer. 2025 May 12;13(5):e011545. doi: 10.1136/jitc-2025-011545.
Immune checkpoint inhibitors (ICIs) have led to enduring responses in subsets of patients with cancer. However, these responses carry the risk of immune-related adverse events (irAEs), which can diminish the overall benefit of ICI treatment. While associations between irAE development and overall survival have been increasingly documented, there is a need for further understanding of these connections in large prospective real-world cohorts.
The Resistance Drivers for Immuno-Oncology Patients Interrogated by Harmonized Molecular Datasets (RADIOHEAD) study, a pan-tumor, prospective cohort of 1,070 individuals undergoing standard of care first-line ICI treatment, aims to identify factors driving irAEs and clinical response. Clinical data and longitudinal blood samples were collected prospectively at multiple time points from 49 community-based oncology clinics across the USA. Structured, harmonized clinical data underwent unbiased statistical analysis to uncover predictors of real-world overall survival (rwOS) and risk factors for irAEs.
Across 1,070 participants' treatment courses, RADIOHEAD accumulated over 4,500 clinical data points. Patients experiencing any irAE (25.4%, n=272) exhibited significantly improved rwOS in the pan-tumor cohort (n=1,028, HR=0.41, 95% CI=(0.31, 0.55)). This association persisted when adjusting for age and metastatic disease in multivariate time-dependent Cox proportional hazard analysis, and was consistent across major tumor subtypes, including lung cancer and melanoma. Skin and endocrine irAEs of any grade were strongly associated with improved rwOS (Cox proportional hazard analysis, skin, p=2.03e-05; endocrine, p=0.0006). In this real-world cohort, the irAE rate appeared lower than those reported in clinical trials. Patients receiving corticosteroids prior to initiation of ICI treatment had significantly worse survival outcomes than non-users (HR 1.37, p=0.0054), with a stronger association with systemic steroid use (HR 1.75, p=0.0022). The risk of irAE was increased by exposure to combination immunotherapy relative to monotherapy (OR 4.17, p=2.8e-7), zoster vaccine (OR 2.4, p=5.2e-05), and decreased by prior chemotherapy (OR 1.69, p=0.0005).
The RADIOHEAD cohort is a well-powered, real-world cohort that clearly demonstrates the association between irAE development with improved response and baseline steroid use with worse response to ICI treatment after adjustment for survival bias.
免疫检查点抑制剂(ICI)已在部分癌症患者中产生持久反应。然而,这些反应存在免疫相关不良事件(irAE)的风险,这可能会降低ICI治疗的总体获益。虽然irAE发生与总生存期之间的关联已有越来越多的文献报道,但仍需要在大型前瞻性真实世界队列中进一步了解这些联系。
通过统一分子数据集对免疫肿瘤患者的耐药驱动因素(RADIOHEAD)研究,是一项针对1070例接受一线ICI标准治疗的泛肿瘤前瞻性队列研究,旨在确定驱动irAE和临床反应的因素。前瞻性地在美国49家社区肿瘤诊所的多个时间点收集临床数据和纵向血样。对结构化、统一的临床数据进行无偏统计分析,以揭示真实世界总生存期(rwOS)的预测因素和irAE的风险因素。
在1070名参与者的治疗过程中,RADIOHEAD积累了超过4500个临床数据点。在泛肿瘤队列(n = 1028)中,发生任何irAE的患者(25.4%,n = 272)的rwOS显著改善(HR = 0.41,95% CI =(0.31,0.55))。在多变量时间依赖性Cox比例风险分析中对年龄和转移性疾病进行调整后,这种关联仍然存在,并且在包括肺癌和黑色素瘤在内的主要肿瘤亚型中一致。任何级别的皮肤和内分泌irAE与改善的rwOS密切相关(Cox比例风险分析,皮肤,p = 2.03e - 05;内分泌,p = 0.0006)。在这个真实世界队列中,irAE发生率似乎低于临床试验报道的发生率。在开始ICI治疗前接受皮质类固醇治疗的患者的生存结果明显比未使用者差(HR 1.37,p = 0.0054),与全身使用类固醇的关联更强(HR 1.75,p = 0.0022)。与单药治疗相比,联合免疫治疗(OR 4.17,p = 2.8e - 7)、带状疱疹疫苗(OR 2.4,p = 5.2e - 05)会增加irAE风险,而既往化疗会降低irAE风险(OR 1.69,p = 0.0005)。
RADIOHEAD队列是一个样本量充足的真实世界队列,在调整生存偏倚后,清楚地证明了irAE发生与反应改善之间的关联以及基线类固醇使用与ICI治疗反应较差之间的关联。