• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

外周血淋巴细胞亚群预测免疫检查点抑制剂在非小细胞肺癌中的疗效。

Peripheral Blood Lymphocyte Subsets Predict the Efficacy of Immune Checkpoint Inhibitors in Non-Small Cell Lung Cancer.

机构信息

Department of Pulmonary and Critical Care Medicine, Peking Union Medical Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China.

出版信息

Front Immunol. 2022 Jul 1;13:912180. doi: 10.3389/fimmu.2022.912180. eCollection 2022.

DOI:10.3389/fimmu.2022.912180
PMID:35844502
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9283649/
Abstract

BACKGROUND

Non-small cell lung cancer (NSCLC) has entered the era of immunotherapy. However, only partial patients were able to benefit from immune checkpoint inhibitors (ICIs). Currently, biomarkers for predicting patients' response to ICIs are primarily tumor tissue dependent and have limited accuracy. There is an urgent need to explore peripheral blood-based biomarkers to predict the efficacy and safety of ICI therapy.

METHODS

To explore the correlation between lymphocyte subsets and the efficacy and safety of ICIs, we retrospectively analyzed peripheral blood lymphocyte subsets and survival prognosis data of 136 patients with stage IV NSCLC treated with ICIs.

RESULTS

The two factors that had the greatest impact on the prognosis of patients with NSCLC treated with ICIs were CD4CD45RA T cell (HR = 0.644, P = 0.047) and CD8 T/lymphocyte (%) (HR = 1.806, P = 0.015). CD4CD45RA T cell showed excellent predictive efficacy (AUC = 0.854) for ICIs monotherapy, with a sensitivity of 75.0% and specificity of 91.7% using CD4CD45RA T cell >311.3 × 10/L as the threshold. In contrast, CD8 T/lymphocyte (%) was only associated with the prognosis but had no predictive role for ICI efficacy. CD4 T cell and its subsets were significantly higher in patients with mild (grades 1-2) immune-related adverse events (irAEs) than those without irAEs. CD8CD38 T cell was associated with total irAEs and severe (grades 3-4) irAEs but was not suitable to be a predictive biomarker.

CONCLUSION

Peripheral blood CD4CD45RA T cell was associated with the prognosis of patients with NSCLC applying ICIs, whereas CD8CD38 T cell was associated with irAEs and severe irAEs.

摘要

背景

非小细胞肺癌(NSCLC)已进入免疫治疗时代。然而,只有部分患者能从免疫检查点抑制剂(ICIs)中获益。目前,预测患者对 ICIs 反应的生物标志物主要依赖于肿瘤组织,且准确性有限。因此,迫切需要探索基于外周血的生物标志物来预测 ICI 治疗的疗效和安全性。

方法

为了探讨淋巴细胞亚群与 NSCLC 患者接受 ICI 治疗的疗效和安全性之间的相关性,我们回顾性分析了 136 例接受 ICIs 治疗的 IV 期 NSCLC 患者的外周血淋巴细胞亚群和生存预后数据。

结果

对 NSCLC 患者接受 ICI 治疗的预后影响最大的两个因素是 CD4CD45RA T 细胞(HR=0.644,P=0.047)和 CD8 T/淋巴细胞(%)(HR=1.806,P=0.015)。CD4CD45RA T 细胞对 ICIs 单药治疗具有优异的预测效果(AUC=0.854),当以 CD4CD45RA T 细胞>311.3×10/L 作为阈值时,其灵敏度为 75.0%,特异性为 91.7%。相比之下,CD8 T/淋巴细胞(%)仅与预后相关,而对 ICI 疗效无预测作用。发生轻(1-2 级)度免疫相关不良事件(irAEs)的患者的 CD4 T 细胞及其亚群明显高于未发生 irAEs 的患者。CD8CD38 T 细胞与总 irAEs 和重度(3-4 级)irAEs 相关,但不适合作为预测生物标志物。

结论

外周血 CD4CD45RA T 细胞与 NSCLC 患者接受 ICI 治疗的预后相关,而 CD8CD38 T 细胞与 irAEs 和重度 irAEs 相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba40/9283649/770c3ed92b9f/fimmu-13-912180-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba40/9283649/22c90f9bda37/fimmu-13-912180-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba40/9283649/7ebf8f5fd2a2/fimmu-13-912180-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba40/9283649/770c3ed92b9f/fimmu-13-912180-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba40/9283649/22c90f9bda37/fimmu-13-912180-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba40/9283649/7ebf8f5fd2a2/fimmu-13-912180-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba40/9283649/770c3ed92b9f/fimmu-13-912180-g003.jpg

相似文献

1
Peripheral Blood Lymphocyte Subsets Predict the Efficacy of Immune Checkpoint Inhibitors in Non-Small Cell Lung Cancer.外周血淋巴细胞亚群预测免疫检查点抑制剂在非小细胞肺癌中的疗效。
Front Immunol. 2022 Jul 1;13:912180. doi: 10.3389/fimmu.2022.912180. eCollection 2022.
2
Association of lymphocyte subsets with efficacy and prognosis of immune checkpoint inhibitor therapy in advanced non-small cell lung carcinoma: a retrospective study.淋巴细胞亚群与晚期非小细胞肺癌免疫检查点抑制剂治疗疗效和预后的相关性:一项回顾性研究。
BMC Pulm Med. 2022 Apr 28;22(1):166. doi: 10.1186/s12890-022-01951-x.
3
New biomarkers exploration and nomogram construction of prognostic and immune-related adverse events of advanced non-small cell lung cancer patients receiving immune checkpoint inhibitors.探索新型生物标志物并构建免疫检查点抑制剂治疗晚期非小细胞肺癌患者预后和免疫相关不良事件的列线图。
Respir Res. 2023 Feb 27;24(1):64. doi: 10.1186/s12931-023-02370-0.
4
Associations between peripheral blood lymphocyte subsets and clinical outcomes in patients with lung cancer treated with immune checkpoint inhibitor.接受免疫检查点抑制剂治疗的肺癌患者外周血淋巴细胞亚群与临床结局的相关性
Ann Palliat Med. 2021 Mar;10(3):3039-3049. doi: 10.21037/apm-21-163.
5
Immune signatures predict development of autoimmune toxicity in patients with cancer treated with immune checkpoint inhibitors.免疫特征可预测癌症患者接受免疫检查点抑制剂治疗后发生自身免疫毒性的情况。
Med. 2023 Feb 10;4(2):113-129.e7. doi: 10.1016/j.medj.2022.12.007. Epub 2023 Jan 23.
6
Peripheral Blood Markers Identify Risk of Immune-Related Toxicity in Advanced Non-Small Cell Lung Cancer Treated with Immune-Checkpoint Inhibitors.外周血标志物可识别免疫检查点抑制剂治疗晚期非小细胞肺癌相关免疫毒性的风险。
Oncologist. 2019 Aug;24(8):1128-1136. doi: 10.1634/theoncologist.2018-0563. Epub 2019 Apr 23.
7
Clinical markers predict the efficacy of several immune checkpoint inhibitors in patients with non-small cell lung cancer in China.临床标志物可预测几种免疫检查点抑制剂在中国非小细胞肺癌患者中的疗效。
Front Immunol. 2023 Dec 6;14:1276107. doi: 10.3389/fimmu.2023.1276107. eCollection 2023.
8
The Predictive Model Construction for Immune-Related Adverse Events in Non-Small Cell Lung Cancer Patients Receiving Immunotherapy.免疫治疗相关不良反应预测模型在非小细胞肺癌患者中的构建。
Technol Cancer Res Treat. 2023 Jan-Dec;22:15330338231206705. doi: 10.1177/15330338231206705.
9
The predictive value of peripheral blood CD4 cells ATP concentration for immune-related adverse events in advanced non-small cell lung cancer patients.外周血 CD4 细胞 ATP 浓度对晚期非小细胞肺癌患者免疫相关不良事件的预测价值。
BMC Immunol. 2024 Jan 6;25(1):3. doi: 10.1186/s12865-023-00592-x.
10
Prediction of immune-related adverse events in non-small cell lung cancer patients treated with immune checkpoint inhibitors based on clinical and hematological markers: Real-world evidence.基于临床和血液学指标预测接受免疫检查点抑制剂治疗的非小细胞肺癌患者的免疫相关不良事件:真实世界证据
Exp Cell Res. 2022 Jul 1;416(1):113157. doi: 10.1016/j.yexcr.2022.113157. Epub 2022 Apr 12.

引用本文的文献

1
Immune Biomarkers for Checkpoint Blockade in Solid Tumors: Transitioning from Tissue to Peripheral Blood Monitoring and Future Integrated Strategies.实体瘤中检查点阻断的免疫生物标志物:从组织监测向外周血监测的转变及未来的综合策略
Cancers (Basel). 2025 Aug 13;17(16):2639. doi: 10.3390/cancers17162639.
2
Prediction of CD8 T cell infiltration in the tumor microenvironment of HGSOC patients.预测高级别浆液性卵巢癌(HGSOC)患者肿瘤微环境中CD8 T细胞浸润情况。
Sci Rep. 2025 Aug 20;15(1):30518. doi: 10.1038/s41598-025-14720-7.
3
Predicting the Efficacy of Immune Checkpoint Inhibitors in Esophageal Cancer: Changes in Peripheral Blood Lymphocyte Subsets Before and After Immunotherapy.

本文引用的文献

1
Combination therapy with immune checkpoint inhibitors (ICIs); a new frontier.免疫检查点抑制剂联合疗法;新前沿。
Cancer Cell Int. 2022 Jan 3;22(1):2. doi: 10.1186/s12935-021-02407-8.
2
The association between CD8+ tumor-infiltrating lymphocytes and the clinical outcome of cancer immunotherapy: A systematic review and meta-analysis.CD8+肿瘤浸润淋巴细胞与癌症免疫治疗临床结局的关联:一项系统评价与荟萃分析。
EClinicalMedicine. 2021 Sep 16;41:101134. doi: 10.1016/j.eclinm.2021.101134. eCollection 2021 Nov.
3
Soluble Biomarkers with Prognostic and Predictive Value in Advanced Non-Small Cell Lung Cancer Treated with Immunotherapy.
预测免疫检查点抑制剂在食管癌中的疗效:免疫治疗前后外周血淋巴细胞亚群的变化
Cancer Manag Res. 2025 Apr 16;17:815-825. doi: 10.2147/CMAR.S503171. eCollection 2025.
4
Peripheral T Lymphocyte Predicts the Prognosis of Gastric Cancer Patients Undergoing Radical Gastrectomy: A Multicenter Retrospective Cohort Study.外周血T淋巴细胞预测胃癌根治术后患者的预后:一项多中心回顾性队列研究
J Inflamm Res. 2024 Dec 8;17:10599-10612. doi: 10.2147/JIR.S494342. eCollection 2024.
5
Heterogeneity in peripheral blood immune lymphocyte subsets predicts the response of immunotherapy or chemoradiotherapy in advanced lung cancer: an analysis across different pathological types, treatment modalities and age.外周血免疫淋巴细胞亚群的异质性预测晚期肺癌免疫治疗或放化疗的反应:不同病理类型、治疗方式和年龄的分析。
Front Immunol. 2024 Oct 17;15:1464728. doi: 10.3389/fimmu.2024.1464728. eCollection 2024.
6
The peripheral CD4 T cells predict efficacy in non-small cell lung cancer (NSCLC) patients with the anti-PD-1 treatment.外周血CD4 T细胞可预测非小细胞肺癌(NSCLC)患者接受抗PD-1治疗的疗效。
Transl Cancer Res. 2024 Aug 31;13(8):4052-4061. doi: 10.21037/tcr-24-405. Epub 2024 Aug 22.
7
Heterogeneity of lymphocyte subsets in predicting immune checkpoint inhibitor treatment response in advanced lung cancer: an analysis across different pathological types, therapeutic drugs, and age groups.淋巴细胞亚群异质性在预测晚期肺癌免疫检查点抑制剂治疗反应中的作用:不同病理类型、治疗药物及年龄组的分析
Transl Lung Cancer Res. 2024 Jun 30;13(6):1264-1276. doi: 10.21037/tlcr-24-109. Epub 2024 Jun 14.
8
The Current and Future of Biomarkers of Immune Related Adverse Events.免疫相关不良事件生物标志物的现状和未来。
Rheum Dis Clin North Am. 2024 May;50(2):201-227. doi: 10.1016/j.rdc.2024.01.004. Epub 2024 Mar 12.
9
Adjuvant nivolumab, capecitabine or the combination in patients with residual triple-negative breast cancer: the OXEL randomized phase II study.辅助纳武利尤单抗、卡培他滨或二者联合治疗残留三阴性乳腺癌患者的随机 II 期 OXEL 研究。
Nat Commun. 2024 Mar 27;15(1):2691. doi: 10.1038/s41467-024-46961-x.
10
Blood-based biomarkers in patients with non-small cell lung cancer treated with immune checkpoint blockade.免疫检查点阻断治疗的非小细胞肺癌患者的血液生物标志物。
J Exp Clin Cancer Res. 2024 Mar 16;43(1):82. doi: 10.1186/s13046-024-02969-1.
免疫疗法治疗晚期非小细胞肺癌中具有预后和预测价值的可溶性生物标志物
Cancers (Basel). 2021 Aug 25;13(17):4280. doi: 10.3390/cancers13174280.
4
Immune-related toxicities of checkpoint inhibitors: mechanisms and mitigation strategies.检查点抑制剂的免疫相关毒性:机制与缓解策略。
Nat Rev Drug Discov. 2022 Jul;21(7):495-508. doi: 10.1038/s41573-021-00259-5. Epub 2021 Jul 27.
5
Critical role of the CD44CD62L CD8 T cell subset in restoring antitumor immunity in aged mice.CD44CD62L CD8 T 细胞亚群在恢复老年小鼠抗肿瘤免疫中的关键作用。
Proc Natl Acad Sci U S A. 2021 Jun 8;118(23). doi: 10.1073/pnas.2103730118.
6
CD8 T cell metabolism in infection and cancer.CD8 T 细胞代谢在感染和癌症中的作用。
Nat Rev Immunol. 2021 Nov;21(11):718-738. doi: 10.1038/s41577-021-00537-8. Epub 2021 May 12.
7
Circulating Biomarkers of Response and Toxicity of Immunotherapy in Advanced Non-Small Cell Lung Cancer (NSCLC): A Comprehensive Review.晚期非小细胞肺癌(NSCLC)免疫治疗反应和毒性的循环生物标志物:综述
Cancers (Basel). 2021 Apr 9;13(8):1794. doi: 10.3390/cancers13081794.
8
Memory T-Cell Heterogeneity and Terminology.记忆 T 细胞异质性和术语。
Cold Spring Harb Perspect Biol. 2021 Oct 1;13(10):a037929. doi: 10.1101/cshperspect.a037929.
9
T Cells Expanded from PD-1 Peripheral Blood Lymphocytes Share More Clones with Paired Tumor-Infiltrating Lymphocytes.从 PD-1 外周血淋巴细胞中扩增的 T 细胞与配对的肿瘤浸润淋巴细胞具有更多的共同克隆。
Cancer Res. 2021 Apr 15;81(8):2184-2194. doi: 10.1158/0008-5472.CAN-20-2300. Epub 2021 Jan 6.
10
Systemic CD4 Immunity as a Key Contributor to PD-L1/PD-1 Blockade Immunotherapy Efficacy.系统性 CD4 免疫是 PD-L1/PD-1 阻断免疫疗法疗效的关键贡献者。
Front Immunol. 2020 Nov 30;11:586907. doi: 10.3389/fimmu.2020.586907. eCollection 2020.