Full spectrum flow cytometry-powered comprehensive analysis of PBMC as biomarkers for immunotherapy in NSCLC with EGFR-TKI resistance.

IF 3.7 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Biological Procedures Online Pub Date : 2023-07-24 DOI:10.1186/s12575-023-00215-0
Juan Zhou, Xiangling Chu, Jing Zhao, Mengqing Xie, Jing Wu, Xin Yu, Yujia Fang, Yazhou Li, Xiyan Li, Chunxia Su
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Abstract

Background: Clinical studies suggest that immune checkpoint inhibitor (ICI) monotherapy has limited benefits in non-small cell lung cancer (NSCLC) patients after epidermal growth factor receptor-tyrosine kinase inhibitor (EGFR-TKI) failure. However, data about efficacy of ICI plus chemotherapy remain controversial, probably attributed to the heterogeneity among such population, and robust efficacy biomarkers are urgent to explore.

Methods: A total of 60 eligible patients who received ICI plus chemotherapy after EGFR-TKI treatment failure were enrolled, 24 of whom peripheral blood mononuclear cell (PBMC) samples were collected at baseline and after 2 cycles of treatment. We have designed a 23-color-antibody panel to detect PBMC by full spectrum flow cytometry.

Results: For EGFR-TKI resistant NSCLC patients: 1) ICI plus chemotherapy achieved an objective response rate (ORR) of 21.7% and a median progression-free survival (PFS) of 6.4 months. 2) clinical characteristics associated with worse efficacy included liver metastasis and platelet-to-lymphocyte ratio (PLR) > 200. 3) the proportion of immune cell subset associated with better efficacy was higher baseline effective CD4+T cells (E4). 4) the baseline expression of immune checkpoint proteins (ICPs) on cell subsets associated with better efficacy included: higher expression of CD25 on dendritic cells (DC) and central memory CD8+T cells (CM8), and higher expression of Lymphocyte activation gene 3 (LAG-3) on effective memory CD8+T cells (EM8). 5) the expression of ICPs after 2 cycles of treatment associated with better efficacy included: higher expression of CD25 on CD8+T/EM8 /natural killer (NK) cells. 6) the dynamic changes of ICPs expression associated with worse efficacy included: significantly decrease of T cell immunoglobulin and ITIM domain (TIGIT) expression on regular T cells (Tregs) and decrease of V-domain immunoglobulin suppressor of T cell activation (VISTA) expression on Th1. 7) a prediction model for the efficacy of ICI plus chemotherapy was successfully constructed with a sensitivity of 62.5%, specificity of 100%, and area under curve (AUC) = 0.817.

Conclusions: Some EGFR-TKI-resistant NSCLC patients could indeed benefit from ICI plus chemotherapy, but most patients are primary resistant to immunotherapy. Comprehensive analysis of peripheral immune cells using full spectrum flow cytometry showed that compared to the proportion of cell subsets, the expression type and level of ICPs on immune cells, especially CD25, were significantly correlated with the efficacy of immunotherapy.

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将 PBMC 作为表皮生长因子受体-TKI 抗药性 NSCLC 免疫疗法的生物标记物进行全方位流式细胞术综合分析。
背景:临床研究表明,免疫检查点抑制剂(ICI)单药治疗表皮生长因子受体-酪氨酸激酶抑制剂(EGFR-TKI)治疗失败后的非小细胞肺癌(NSCLC)患者疗效有限。然而,有关 ICI 加化疗疗效的数据仍存在争议,这可能归因于此类人群的异质性,而可靠的疗效生物标志物亟待探索:方法:共招募了60名符合条件的EGFR-TKI治疗失败后接受ICI+化疗的患者,其中24人在基线和2个治疗周期后采集了外周血单核细胞(PBMC)样本。我们设计了一个23色抗体面板,通过全谱流式细胞术检测PBMC:对于EGFR-TKI耐药的NSCLC患者1)ICI 加化疗的客观反应率(ORR)为 21.7%,中位无进展生存期(PFS)为 6.4 个月。2)与疗效较差相关的临床特征包括肝转移和血小板淋巴细胞比(PLR)> 200。3)与疗效较好相关的免疫细胞亚群比例是基线有效 CD4+T 细胞(E4)较高。4)免疫检查点蛋白(ICPs)在疗效较好的细胞亚群中的基线表达包括:树突状细胞(DC)和中央记忆 CD8+T 细胞(CM8)中 CD25 的较高表达,以及有效记忆 CD8+T 细胞(EM8)中淋巴细胞活化基因 3(LAG-3)的较高表达。5)治疗 2 个周期后,与更好疗效相关的 ICPs 表达包括:CD8+T/EM8/自然杀伤(NK)细胞上 CD25 的较高表达。6)与疗效较差相关的ICPs表达动态变化包括:T细胞免疫球蛋白和ITIM结构域(TIGIT)在普通T细胞(Tregs)上的表达明显降低,V-结构域免疫球蛋白T细胞活化抑制因子(VISTA)在Th1上的表达降低。7)成功构建了 ICI 加化疗的疗效预测模型,灵敏度为 62.5%,特异性为 100%,曲线下面积(AUC)= 0.817:部分表皮生长因子受体-TKI耐药的NSCLC患者确实可以从ICI加化疗中获益,但大多数患者对免疫疗法是原发性耐药。使用全谱流式细胞仪对外周免疫细胞进行的综合分析表明,与细胞亚群的比例相比,免疫细胞(尤其是CD25)上ICP的表达类型和水平与免疫疗法的疗效有显著相关性。
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来源期刊
Biological Procedures Online
Biological Procedures Online 生物-生化研究方法
CiteScore
10.50
自引率
0.00%
发文量
16
审稿时长
>12 weeks
期刊介绍: iological Procedures Online publishes articles that improve access to techniques and methods in the medical and biological sciences. We are also interested in short but important research discoveries, such as new animal disease models. Topics of interest include, but are not limited to: Reports of new research techniques and applications of existing techniques Technical analyses of research techniques and published reports Validity analyses of research methods and approaches to judging the validity of research reports Application of common research methods Reviews of existing techniques Novel/important product information Biological Procedures Online places emphasis on multidisciplinary approaches that integrate methodologies from medicine, biology, chemistry, imaging, engineering, bioinformatics, computer science, and systems analysis.
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