PO.CL05.06 · 临床研究
基线外周免疫特征与黑色素瘤免疫治疗毒性相关
Baseline peripheral immune signatures associate with toxicity to immunotherapy in melanoma
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
背景:辅助性免疫检查点抑制剂(ICIs)可改善高危黑色素瘤患者的无复发生存。尽管如此,仍有一部分患者对ICIs无应答,而另一些患者则发生免疫相关不良事件(irAEs)却无治疗获益。预测性生物标志物尚未明确,且在对患者进行分组时不考虑irAE状态可能会掩盖有意义的免疫相关性。我们假设,对基线外周血单个核细胞(PBMCs)进行全面的免疫分析可能有助于识别与辅助性ICI治疗应答和毒性均相关的预测性免疫特征。
方法:从共22例接受辅助性ICI治疗的黑色素瘤患者中,于基线和治疗中采集血样。采用标准密度梯度离心法分离PBMCs,并使用两组全面的免疫表型分析套组进行染色。数据在FACS Symphony A5上采集。使用FlowJo内置的UMAP插件对免疫细胞聚类进行可视化,并进一步使用标志物富集建模(Marker Enrichment Modeling)进行表征。治疗应答通过回顾性方式确定。在两个时间点比较应答者与非应答者的免疫细胞亚群,并进一步按irAEs的发生情况进行分层。
结果:在基线时,应答者表现出中央记忆T细胞和终末分化效应记忆T细胞的富集,与一种已启动但受调控、可快速激活的免疫状态相一致。相比之下,非应答者的CD16+ MDSCs升高,并在治疗中进一步扩增,提示存在抑制性的外周环境。在应答者中,与无irAEs者相比,发生irAEs者表现出记忆样T细胞和CD14+CD62P+髓系细胞群增多。在非应答者中,irAE阳性患者表现出更高的CD45RA+CD4+CD62L+记忆T细胞和CD8+CD57+效应T细胞群。在髓系细胞区室内,CD62P+细胞在发生irAEs的应答者和非应答者中均增多,突显了血小板-髓系激活。无irAEs的非应答者整体激活水平较低,与免疫静息状态相一致。没有显著的治疗诱导变化能够区分应答类别,凸显了基线免疫背景的重要性。
结论:基线外周免疫构成反映了接受辅助性ICI的黑色素瘤患者不同的免疫准备状态。应答者表现出已启动的免疫特征,而非应答者则表现出髓系驱动的抑制。这些发现突显了可能预测辅助性ICI背景下黑色素瘤患者疗效和毒性的外周免疫特征。重要的是,按irAE状态对患者进行分层对于揭示疗效和毒性的真实免疫相关性至关重要,因为合并分析有可能混淆生物学上不同的激活和抑制状态。
查看英文原文 English abstract
Background: Adjuvant immune checkpoint inhibitors (ICIs) improve recurrence-free survival in high-risk melanoma. Despite this, a subset of patients do not respond to ICIs while other experience immune-related adverse events (irAEs) without therapeutic benefits. Predictive biomarkers remain undefined, and grouping patients without accounting for irAE status may obscure meaningful immune correlates. We hypothesized that comprehensive immune profiling of baseline peripheral blood mononuclear cells (PBMCs) may help identify predictive immune signatures associated with both response and toxicity to adjuvant ICI.
Methods: Blood samples were collected from a total of 22 melanoma patients undergoing adjuvant ICI therapies at baseline and on-treatment. PBMCs were isolated using standard density gradient centrifugation and stained using two comprehensive immunophenotyping panels. Data was acquired on FACS symphony A5. FlowJo's built-in UMAP plugin was used to visualize immune cell clustering and further characterized using Marker Enrichment Modeling. Response to therapy was determined retrospectively. Immune subsets were compared between responders and non-responders at the two time points and was further stratified by occurrence of irAEs.
Results: At baseline, responders demonstrated enrichment of central memory T cells and terminally differentiated effector memory T cells, consistent with a primed yet regulated immune state poised for rapid activation. In contrast, non-responders had elevated CD16+ MDSCs, which further expanded on treatment, indicating a suppressive peripheral milieu. Among responders, those developing irAEs demonstrated increased memory-like T cells and CD14+CD62P+ myeloid populations compared to those with no irAEs. Among non-responders, irAE-positive patients displayed higher CD45RA+CD4+CD62L+ memory and CD8+CD57+ effector T cell populations. Within the myeloid compartment, CD62P+ cells were increased in both responders and non-responders with irAEs highlighting platelet-myeloid activation. Non-responders without irAEs showed globally low activation, consistent with an immune quiescent state. No significant treatment induced changes distinguished response categories, underscoring the importance of baseline immune context.
Conclusions: Baseline peripheral immune composition reflects distinct states of immune readiness in melanoma patients receiving adjuvant ICI. Responders display a primed immune profile whereas non-responders exhibit myeloid driven suppression. These findings highlight peripheral immune features that may predict therapeutic efficacy and toxicity in melanoma patients in the adjuvant ICI setting. Importantly, stratifying patients by irAE status is essential to reveal true immune correlates of efficacy and toxicity, as pooled analyses risk conflating biologically distinct activation and suppression states.
利益披露 Disclosure
I. Gautam, None..
P. Rayman, None..
N. Stabellini, None..
J. Powers, None..
A. Moen, None..
B. Race, None..
P. Pavicic, None..
M. Patel, None..
A. J. Montero, None..
C. Diaz-Montero, None.