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。

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
{"title":"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。","authors":"Juan Zhou, Xiangling Chu, Jing Zhao, Mengqing Xie, Jing Wu, Xin Yu, Yujia Fang, Yazhou Li, Xiyan Li, Chunxia Su","doi":"10.1186/s12575-023-00215-0","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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<sup>+</sup>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<sup>+</sup>T cells (CM8), and higher expression of Lymphocyte activation gene 3 (LAG-3) on effective memory CD8<sup>+</sup>T cells (EM8). 5) the expression of ICPs after 2 cycles of treatment associated with better efficacy included: higher expression of CD25 on CD8<sup>+</sup>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":8960,"journal":{"name":"Biological Procedures Online","volume":"25 1","pages":"21"},"PeriodicalIF":3.7000,"publicationDate":"2023-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10364374/pdf/","citationCount":"0","resultStr":"{\"title\":\"Full spectrum flow cytometry-powered comprehensive analysis of PBMC as biomarkers for immunotherapy in NSCLC with EGFR-TKI resistance.\",\"authors\":\"Juan Zhou, Xiangling Chu, Jing Zhao, Mengqing Xie, Jing Wu, Xin Yu, Yujia Fang, Yazhou Li, Xiyan Li, Chunxia Su\",\"doi\":\"10.1186/s12575-023-00215-0\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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<sup>+</sup>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<sup>+</sup>T cells (CM8), and higher expression of Lymphocyte activation gene 3 (LAG-3) on effective memory CD8<sup>+</sup>T cells (EM8). 5) the expression of ICPs after 2 cycles of treatment associated with better efficacy included: higher expression of CD25 on CD8<sup>+</sup>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.</p><p><strong>Conclusions: </strong>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.</p>\",\"PeriodicalId\":8960,\"journal\":{\"name\":\"Biological Procedures Online\",\"volume\":\"25 1\",\"pages\":\"21\"},\"PeriodicalIF\":3.7000,\"publicationDate\":\"2023-07-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10364374/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Biological Procedures Online\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1186/s12575-023-00215-0\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BIOCHEMICAL RESEARCH METHODS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biological Procedures Online","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1186/s12575-023-00215-0","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
引用次数: 0

摘要

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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

摘要图片

摘要图片

摘要图片

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Full spectrum flow cytometry-powered comprehensive analysis of PBMC as biomarkers for immunotherapy in NSCLC with EGFR-TKI resistance.

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.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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.
期刊最新文献
Establishing a rabbit model with massive supraspinatus tendon defect for investigating scaffold-assisted tendon repair. Assessment and Evaluation of Contemporary Approaches for Astrocyte Differentiation from hiPSCs: A Modeling Paradigm for Alzheimer's Disease. Metabolic and Immunological Implications of MME+CAF-Mediated Hypoxia Signaling in Pancreatic Cancer Progression: Therapeutic Insights and Translational Opportunities. Employing Raman Spectroscopy and Machine Learning for the Identification of Breast Cancer Effects and Mechanisms of the Xianhecao-Huanglian Drug Pair on Autophagy-Mediated Intervention in Acute Inflammatory Bowel Disease via the JAK2/STAT3 Pathway.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1