• 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

描述性分析:接受 PD-1/L1 抑制剂单药治疗的 NSCLC 患者治疗前及治疗过程中可溶性免疫介质和肿瘤微环境。

Characterization of pre- and on-treatment soluble immune mediators and the tumor microenvironment in NSCLC patients receiving PD-1/L1 inhibitor monotherapy.

机构信息

Division of Respirology, Neurology, and Rheumatology, Department of Internal Medicine, Kurume University School of Medicine, 67 Asahi-Machi, Kurume, Fukuoka, 830-0011, Japan.

Biostatistics Center, Kurume University School of Medicine, Fukuoka, Japan.

出版信息

Cancer Immunol Immunother. 2024 Sep 5;73(11):214. doi: 10.1007/s00262-024-03781-8.

DOI:10.1007/s00262-024-03781-8
PMID:39235457
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11377373/
Abstract

BACKGROUND

Despite the favorable therapeutic efficacy observed with ICI monotherapy, the majority of non-small cell lung cancer (NSCLC) patients do not respond. Therefore, identifying patients who could optimally benefit from ICI treatment remains a challenge.

METHODS

Among 183 patients with advanced or recurrent NSCLC who received ICI monotherapy, we analyzed 110 patients whose pre- and post-treatment plasma samples were available. Seventy-three soluble immune mediators were measured at ICI initiation and 6 weeks later. To identify useful biomarkers, we analyzed the association of pre-treatment levels and on-treatment changes of soluble immune mediators with survival of patients. The associations of pre-treatment or on-treatment biomarkers with irAE development, PD-L1 expression, CD8+ TIL density, and neutrophil to lymphocyte ratio (NLR) were also analyzed.

RESULTS

Univariate analysis showed that pre-treatment biomarkers included 6 immune mediators, whereas on-treatment biomarkers included 8 immune mediators. Multivariate analysis showed that pre-treatment biomarkers included 4 immune mediators (CCL19, CCL21, CXCL5, CXCL10), whereas on-treatment biomarkers included 5 immune mediators (CCL7, CCL19, CCL23, CCL25, IL-32). IrAE development was associated with on-treatment change in CCL23. PD-L1 expression was associated with the pre-treatment levels of TNFSF13B and the on-treatment change in CCL25. CD8+ TIL density was associated with the pre-treatment CXCL10 level, whereas NLR was correlated with pre-treatment levels of CCL13 and CCL17.

CONCLUSION

We identified several soluble immune mediators as pre-treatment and on-treatment biomarkers of survival in patients with NSCLC treated with ICI monotherapy. Some of these biomarkers were associated with other possible predictors, including irAE development, PD-L1 expression, CD8+ TIL density and NLR. Further large-scale studies are needed to establish biomarkers for patients with NSCLC who received ICI monotherapy.

摘要

背景

尽管免疫检查点抑制剂(ICI)单药治疗具有良好的疗效,但大多数非小细胞肺癌(NSCLC)患者对此无反应。因此,确定哪些患者能从 ICI 治疗中获益最大仍然是一个挑战。

方法

在 183 例接受 ICI 单药治疗的晚期或复发性 NSCLC 患者中,我们分析了 110 例有治疗前后血浆样本的患者。在 ICI 起始时和 6 周后检测了 73 种可溶性免疫介质。为了确定有用的生物标志物,我们分析了治疗前水平和治疗过程中可溶性免疫介质的变化与患者生存的关系。还分析了治疗前或治疗中生物标志物与免疫相关不良事件(irAE)的发生、PD-L1 表达、CD8+TIL 密度和中性粒细胞与淋巴细胞比值(NLR)之间的关系。

结果

单因素分析显示,治疗前的生物标志物包括 6 种免疫介质,而治疗中的生物标志物包括 8 种免疫介质。多因素分析显示,治疗前的生物标志物包括 4 种免疫介质(CCL19、CCL21、CXCL5、CXCL10),而治疗中的生物标志物包括 5 种免疫介质(CCL7、CCL19、CCL23、CCL25、IL-32)。irAE 的发生与 CCL23 的治疗中变化有关。PD-L1 表达与 TNFSF13B 的治疗前水平和 CCL25 的治疗中变化有关。CD8+TIL 密度与治疗前 CXCL10 水平有关,而 NLR 与 CCL13 和 CCL17 的治疗前水平有关。

结论

我们确定了一些可溶性免疫介质作为 NSCLC 患者接受 ICI 单药治疗的生存的治疗前和治疗中的生物标志物。其中一些生物标志物与其他可能的预测因子有关,包括 irAE 的发生、PD-L1 表达、CD8+TIL 密度和 NLR。需要进一步的大规模研究来为接受 ICI 单药治疗的 NSCLC 患者建立生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d0a4/11377373/56230d3b2374/262_2024_3781_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d0a4/11377373/df5169c45adf/262_2024_3781_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d0a4/11377373/4c2c0cd1440d/262_2024_3781_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d0a4/11377373/56230d3b2374/262_2024_3781_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d0a4/11377373/df5169c45adf/262_2024_3781_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d0a4/11377373/4c2c0cd1440d/262_2024_3781_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d0a4/11377373/56230d3b2374/262_2024_3781_Fig3_HTML.jpg

相似文献

1
Characterization of pre- and on-treatment soluble immune mediators and the tumor microenvironment in NSCLC patients receiving PD-1/L1 inhibitor monotherapy.描述性分析:接受 PD-1/L1 抑制剂单药治疗的 NSCLC 患者治疗前及治疗过程中可溶性免疫介质和肿瘤微环境。
Cancer Immunol Immunother. 2024 Sep 5;73(11):214. doi: 10.1007/s00262-024-03781-8.
2
Switching administration of anti-PD-1 and anti-PD-L1 antibodies as immune checkpoint inhibitor rechallenge in individuals with advanced non-small cell lung cancer: Case series and literature review.晚期非小细胞肺癌患者中抗 PD-1 和抗 PD-L1 抗体免疫检查点抑制剂再挑战时的给药切换:病例系列和文献复习。
Thorac Cancer. 2020 Jul;11(7):1927-1933. doi: 10.1111/1759-7714.13483. Epub 2020 May 18.
3
Tumor PD-L1 and VEGF Expression, and CD8 T Cell Infiltration Predict Clinical Response to Immune Checkpoint Inhibitors in Non-small Cell Lung Cancer.肿瘤 PD-L1 和 VEGF 表达以及 CD8 T 细胞浸润可预测非小细胞肺癌对免疫检查点抑制剂的临床反应。
Anticancer Res. 2021 Nov;41(11):5469-5475. doi: 10.21873/anticanres.15359.
4
Elucidation of the relationships of MET protein expression and gene copy number status with PD-L1 expression and the immune microenvironment in non-small cell lung cancer.阐明非小细胞肺癌中 MET 蛋白表达和基因拷贝数状态与 PD-L1 表达和免疫微环境的关系。
Lung Cancer. 2020 Mar;141:21-31. doi: 10.1016/j.lungcan.2020.01.005. Epub 2020 Jan 7.
5
Single or combined immune checkpoint inhibitors compared to first-line platinum-based chemotherapy with or without bevacizumab for people with advanced non-small cell lung cancer.比较单药或联合免疫检查点抑制剂与一线含或不含贝伐珠单抗的铂类化疗方案用于晚期非小细胞肺癌患者。
Cochrane Database Syst Rev. 2021 Apr 30;4(4):CD013257. doi: 10.1002/14651858.CD013257.pub3.
6
Therapeutic Implications of Tumor Microenvironment in Lung Cancer: Focus on Immune Checkpoint Blockade.肿瘤微环境在肺癌中的治疗意义:聚焦免疫检查点阻断。
Front Immunol. 2022 Jan 7;12:799455. doi: 10.3389/fimmu.2021.799455. eCollection 2021.
7
Single or combined immune checkpoint inhibitors compared to first-line platinum-based chemotherapy with or without bevacizumab for people with advanced non-small cell lung cancer.比较单药或联合免疫检查点抑制剂与含或不含贝伐珠单抗的一线含铂化疗方案用于晚期非小细胞肺癌患者。
Cochrane Database Syst Rev. 2020 Dec 14;12(12):CD013257. doi: 10.1002/14651858.CD013257.pub2.
8
Automated image analysis of NSCLC biopsies to predict response to anti-PD-L1 therapy.非小细胞肺癌活检的自动图像分析预测抗 PD-L1 治疗反应。
J Immunother Cancer. 2019 May 6;7(1):121. doi: 10.1186/s40425-019-0589-x.
9
The effects of antibiotics on the efficacy of immune checkpoint inhibitors in patients with non-small-cell lung cancer differ based on PD-L1 expression.抗生素对非小细胞肺癌患者免疫检查点抑制剂疗效的影响因程序性死亡受体配体1(PD-L1)表达情况而异。
Eur J Cancer. 2021 May;149:73-81. doi: 10.1016/j.ejca.2021.02.040. Epub 2021 Apr 7.
10
Biomarker role of thyroid irAE and PD-L1 positivity in predicting PD-1 blockade efficacy in patients with non-small cell lung cancer.甲状腺免疫相关不良事件和 PD-L1 阳性在预测非小细胞肺癌患者 PD-1 阻断疗效中的生物标志物作用。
Cancer Immunol Immunother. 2024 Oct 9;73(12):260. doi: 10.1007/s00262-024-03852-w.

引用本文的文献

1
Exploration of prognostic genes associated with lymphangiogenesis in breast cancer based on transcriptomics and experimental verification.基于转录组学和实验验证探索乳腺癌中与淋巴管生成相关的预后基因
PeerJ. 2025 Aug 27;13:e19890. doi: 10.7717/peerj.19890. eCollection 2025.
2
Sex-specific cytokine signatures as predictors of anti-PD1 therapy response in non-small cell lung cancer.性别特异性细胞因子特征作为非小细胞肺癌抗PD1治疗反应的预测指标
Front Immunol. 2025 Jun 16;16:1583421. doi: 10.3389/fimmu.2025.1583421. eCollection 2025.

本文引用的文献

1
Immune-Related Adverse Events and Survival Among Patients With Metastatic NSCLC Treated With Immune Checkpoint Inhibitors.免疫检查点抑制剂治疗转移性非小细胞肺癌患者的免疫相关不良反应与生存
JAMA Netw Open. 2024 Jan 2;7(1):e2352302. doi: 10.1001/jamanetworkopen.2023.52302.
2
How chemokines organize the tumour microenvironment.趋化因子如何组织肿瘤微环境。
Nat Rev Cancer. 2024 Jan;24(1):28-50. doi: 10.1038/s41568-023-00635-w. Epub 2023 Dec 8.
3
Machine learning for prediction of immunotherapeutic outcome in non-small-cell lung cancer based on circulating cytokine signatures.
基于循环细胞因子特征的机器学习预测非小细胞肺癌的免疫治疗结果。
J Immunother Cancer. 2023 Jul;11(7). doi: 10.1136/jitc-2023-006788.
4
IL-32 and its paradoxical role in neoplasia.白细胞介素 32 及其在肿瘤发生中的矛盾作用。
Crit Rev Oncol Hematol. 2023 Jun;186:104011. doi: 10.1016/j.critrevonc.2023.104011. Epub 2023 Apr 25.
5
Immune checkpoint therapy-current perspectives and future directions.免疫检查点治疗——现状与未来方向。
Cell. 2023 Apr 13;186(8):1652-1669. doi: 10.1016/j.cell.2023.03.006.
6
Interleukin-34 and immune checkpoint inhibitors: Unified weapons against cancer.白细胞介素-34与免疫检查点抑制剂:对抗癌症的联合武器。
Front Oncol. 2023 Jan 31;13:1099696. doi: 10.3389/fonc.2023.1099696. eCollection 2023.
7
Baseline extracellular vesicle TGF-β is a predictive biomarker for response to immune checkpoint inhibitors and survival in non-small cell lung cancer.基线细胞外囊泡转化生长因子-β是预测非小细胞肺癌对免疫检查点抑制剂反应及生存情况的生物标志物。
Cancer. 2023 Feb 15;129(4):521-530. doi: 10.1002/cncr.34576. Epub 2022 Dec 9.
8
Five-Year Outcomes With Pembrolizumab Versus Chemotherapy as First-Line Therapy in Patients With Non-Small-Cell Lung Cancer and Programmed Death Ligand-1 Tumor Proportion Score ≥ 1% in the KEYNOTE-042 Study.KEYNOTE-042 研究中,PD-L1 肿瘤比例分数≥1%的非小细胞肺癌患者中,帕博利珠单抗对比化疗作为一线治疗的 5 年总生存期结果。
J Clin Oncol. 2023 Apr 10;41(11):1986-1991. doi: 10.1200/JCO.21.02885. Epub 2022 Oct 28.
9
Identification of a cytokine-dominated immunosuppressive class in squamous cell lung carcinoma with implications for immunotherapy resistance.鉴定出具有免疫治疗抵抗性的鳞状细胞肺癌中的细胞因子主导的免疫抑制类。
Genome Med. 2022 Jul 8;14(1):72. doi: 10.1186/s13073-022-01079-x.
10
Intratumoral plasma cells predict outcomes to PD-L1 blockade in non-small cell lung cancer.肿瘤内浆细胞可预测非小细胞肺癌患者对程序性死亡受体-1配体(PD-L1)阻断治疗的反应。
Cancer Cell. 2022 Mar 14;40(3):289-300.e4. doi: 10.1016/j.ccell.2022.02.002. Epub 2022 Feb 24.