• 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

对接受 PD-1 抑制剂治疗的晚期非小细胞肺癌患者进行的血清细胞因子分析揭示了 CXCL12 的预测标志物。

Serum cytokine analysis in a cohort of advanced non-small cell lung cancer treated with PD-1 inhibitors reveals predictive markers of CXCL12.

机构信息

Department of Medical Thoracic Oncology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China.

Institute of Pharmacology and Toxicology, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China.

出版信息

Front Immunol. 2023 Jun 9;14:1194123. doi: 10.3389/fimmu.2023.1194123. eCollection 2023.

DOI:10.3389/fimmu.2023.1194123
PMID:37359565
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10288851/
Abstract

BACKGROUND

The circulating predictive factors for the outcomes of advanced non-small cell lung cancer (NSCLC) patients receiving immune checkpoint inhibitors (ICIs) remain elusive. We aimed to assess the predictive value of circulating cytokines for outcomes.

METHODS

Serum samples of 102 advanced-stage NSCLC patients who underwent immunotherapy were collected at baseline. The relative levels of 37 cytokines were detected. PD-L1 expression was also analyzed.

RESULTS

Higher serum CXCL12 levels (top 33%) were a poor predictive biomarker for durable clinical benefit (DCB) (23.5% vs. 72.1%, <0.001), progression-free survival (PFS) (3.76 vs. 14.40 months; <0.001) and overall survival (OS) (12.20 vs. 44.84 months; =0.008). Compared with PD-L1-negative patients, PD-L1-positive patients had a significantly higher objective response rate (ORR) (70.0% vs. 28.8%, <0.001) and a prolonged mPFS (25.35 vs. 4.64 months, =0.003) and tended to have an increased mOS (44.84 vs. 20.42 months, =0.087). A signature comprising PD-L1<1% and the top 33% CXCL12 level was associated with the lowest ORR (27.3% vs. 73.7%, <0.001) and DCB (27.3% vs. 73.7%, <0.001) and the worst mPFS (2.44 vs. 25.35 months, <0.001) and mOS (11.97 vs. 44.84 months, =0.007). Area under the curve (AUC) analyses of PD-L1 expression, CXCL12 level and PD-L1 expression plus CXCL12 level to predict DCB or no durable benefit (NDB) showed AUC values of 0.680, 0.719 and 0.794, respectively.

CONCLUSION

Our findings suggest that serum cytokine CXCL12 levels can predict the outcomes of patients with NSCLC receiving ICI. Moreover, the combination of CXCL12 levels and PD-L1 status can predict outcomes with a significantly improved discriminatory power.

摘要

背景

循环预测因子对于接受免疫检查点抑制剂(ICI)治疗的晚期非小细胞肺癌(NSCLC)患者的疗效仍然难以捉摸。我们旨在评估循环细胞因子对疗效的预测价值。

方法

收集 102 例接受免疫治疗的晚期 NSCLC 患者的基线血清样本。检测 37 种细胞因子的相对水平。还分析了 PD-L1 的表达。

结果

较高的血清 CXCL12 水平(前 33%)是持久临床获益(DCB)(23.5%比 72.1%,<0.001)、无进展生存期(PFS)(3.76 比 14.40 个月;<0.001)和总生存期(OS)(12.20 比 44.84 个月;=0.008)的不良预测生物标志物。与 PD-L1 阴性患者相比,PD-L1 阳性患者的客观缓解率(ORR)(70.0%比 28.8%,<0.001)更高,mPFS 更长(25.35 比 4.64 个月,=0.003),且 OS 有增加趋势(44.84 比 20.42 个月,=0.087)。由 PD-L1<1%和前 33% CXCL12 水平组成的特征与最低的 ORR(27.3%比 73.7%,<0.001)和 DCB(27.3%比 73.7%,<0.001)和最差的 mPFS(2.44 比 25.35 个月,<0.001)和 mOS(11.97 比 44.84 个月,=0.007)相关。PD-L1 表达、CXCL12 水平和 PD-L1 表达加 CXCL12 水平预测 DCB 或无持久获益(NDB)的 AUC 分析显示 AUC 值分别为 0.680、0.719 和 0.794。

结论

我们的研究结果表明,血清细胞因子 CXCL12 水平可以预测接受 ICI 治疗的 NSCLC 患者的疗效。此外,CXCL12 水平和 PD-L1 状态的组合可以以显著提高的判别能力预测结果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6eda/10288851/7a145d2679bb/fimmu-14-1194123-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6eda/10288851/1dfd36671ed3/fimmu-14-1194123-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6eda/10288851/7f0a17e11db4/fimmu-14-1194123-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6eda/10288851/e3d5c338380f/fimmu-14-1194123-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6eda/10288851/1e85754288c7/fimmu-14-1194123-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6eda/10288851/7a145d2679bb/fimmu-14-1194123-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6eda/10288851/1dfd36671ed3/fimmu-14-1194123-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6eda/10288851/7f0a17e11db4/fimmu-14-1194123-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6eda/10288851/e3d5c338380f/fimmu-14-1194123-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6eda/10288851/1e85754288c7/fimmu-14-1194123-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6eda/10288851/7a145d2679bb/fimmu-14-1194123-g005.jpg

相似文献

1
Serum cytokine analysis in a cohort of advanced non-small cell lung cancer treated with PD-1 inhibitors reveals predictive markers of CXCL12.对接受 PD-1 抑制剂治疗的晚期非小细胞肺癌患者进行的血清细胞因子分析揭示了 CXCL12 的预测标志物。
Front Immunol. 2023 Jun 9;14:1194123. doi: 10.3389/fimmu.2023.1194123. eCollection 2023.
2
Association of Survival and Immune-Related Biomarkers With Immunotherapy in Patients With Non-Small Cell Lung Cancer: A Meta-analysis and Individual Patient-Level Analysis.免疫治疗与非小细胞肺癌患者生存及免疫相关生物标志物的相关性:一项荟萃分析和个体患者水平分析。
JAMA Netw Open. 2019 Jul 3;2(7):e196879. doi: 10.1001/jamanetworkopen.2019.6879.
3
Dual Biomarker Combining DNA Damage Repair Gene Mutations and PD-L1 Expression for Immune Checkpoint Inhibitors in Non-small Cell Lung Cancer.双生物标志物联合 DNA 损伤修复基因突变和 PD-L1 表达预测非小细胞肺癌免疫检查点抑制剂疗效。
Anticancer Res. 2023 May;43(5):2343-2349. doi: 10.21873/anticanres.16399.
4
PD-1/PD-L1 combined with LAG3 is associated with clinical activity of immune checkpoint inhibitors in metastatic primary pulmonary lymphoepithelioma-like carcinoma.PD-1/PD-L1 联合 LAG3 与转移性原发性肺淋巴上皮瘤样癌中免疫检查点抑制剂的临床活性相关。
Front Immunol. 2022 Oct 3;13:951817. doi: 10.3389/fimmu.2022.951817. eCollection 2022.
5
Dynamics of Serum Tumor Markers Can Serve as a Prognostic Biomarker for Chinese Advanced Non-small Cell Lung Cancer Patients Treated With Immune Checkpoint Inhibitors.血清肿瘤标志物的动态变化可作为接受免疫检查点抑制剂治疗的中国晚期非小细胞肺癌患者的预后生物标志物。
Front Immunol. 2020 Jun 10;11:1173. doi: 10.3389/fimmu.2020.01173. eCollection 2020.
6
Predictive effect of PD-L1 expression for immune checkpoint inhibitor (PD-1/PD-L1 inhibitors) treatment for non-small cell lung cancer: A meta-analysis.程序性死亡配体 1(PD-L1)表达对免疫检查点抑制剂(PD-1/PD-L1 抑制剂)治疗非小细胞肺癌的预测作用:一项荟萃分析。
Int Immunopharmacol. 2020 Mar;80:106214. doi: 10.1016/j.intimp.2020.106214. Epub 2020 Jan 23.
7
[Real-world study on the efficacy and prognostic predictive biomarker of patients with metastatic non-small cell lung cancer treated with programmed death-1/programmed death ligand 1 inhibitors].[程序性死亡蛋白1/程序性死亡配体1抑制剂治疗转移性非小细胞肺癌患者的疗效及预后预测生物标志物的真实世界研究]
Zhonghua Zhong Liu Za Zhi. 2022 May 23;44(5):416-424. doi: 10.3760/cma.j.cn112152-20210709-00504.
8
Comparison of the Predictive Power of a Combination versus Individual Biomarker Testing in Non-Small Cell Lung Cancer Patients Treated with Immune Checkpoint Inhibitors.免疫检查点抑制剂治疗的非小细胞肺癌患者中,联合生物标志物检测与单个生物标志物检测预测能力的比较。
Cancer Res Treat. 2022 Apr;54(2):424-433. doi: 10.4143/crt.2021.583. Epub 2021 Jul 7.
9
[Evaluation of Response to Immune Checkpoint Inhibitor Monotherapy or 
Combination with Chemotherapy for Patients with Advanced Non-small Cell Lung Cancer and High PD-L1 Expression].[晚期非小细胞肺癌且PD-L1高表达患者对免疫检查点抑制剂单药治疗或联合化疗反应的评估]
Zhongguo Fei Ai Za Zhi. 2021 Mar 20;24(3):161-166. doi: 10.3779/j.issn.1009-3419.2021.103.02.
10
Circulating tumor cells PD-L1 expression detection and correlation of therapeutic efficacy of immune checkpoint inhibition in advanced non-small-cell lung cancer.循环肿瘤细胞 PD-L1 表达检测与晚期非小细胞肺癌免疫检查点抑制治疗疗效的相关性。
Thorac Cancer. 2023 Feb;14(5):470-478. doi: 10.1111/1759-7714.14767. Epub 2023 Jan 11.

引用本文的文献

1
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.
2
Targeting macrophage migration inhibitory factor to inhibit T cell immunosuppression in the tumor microenvironment and improve cancer outcomes in head and neck squamous cell carcinoma.靶向巨噬细胞迁移抑制因子以抑制肿瘤微环境中的T细胞免疫抑制并改善头颈部鳞状细胞癌的癌症治疗效果。
Oral Oncol. 2025 Jan;160:107126. doi: 10.1016/j.oraloncology.2024.107126. Epub 2024 Dec 6.
3

本文引用的文献

1
T cell egress via lymphatic vessels is tuned by antigen encounter and limits tumor control.T 细胞通过淋巴管的迁出受抗原接触的调控,并限制肿瘤的控制。
Nat Immunol. 2023 Apr;24(4):664-675. doi: 10.1038/s41590-023-01443-y. Epub 2023 Feb 27.
2
Final overall survival data of sintilimab plus pemetrexed and platinum as First-Line treatment for locally advanced or metastatic nonsquamous NSCLC in the Phase 3 ORIENT-11 study.ORIENT-11 研究中,信迪利单抗联合培美曲塞和铂类化疗作为局部晚期或转移性非鳞状 NSCLC 患者一线治疗的最终总生存数据。
Lung Cancer. 2022 Sep;171:56-60. doi: 10.1016/j.lungcan.2022.07.013. Epub 2022 Jul 19.
3
Predictive biomarkers for immune checkpoint inhibitors therapy in lung cancer.
预测免疫检查点抑制剂治疗肺癌的生物标志物。
Hum Vaccin Immunother. 2024 Dec 31;20(1):2406063. doi: 10.1080/21645515.2024.2406063. Epub 2024 Oct 16.
4
Clinical significance of circulating biomarkers of immune-checkpoint molecules with atezolizumab plus bevacizumab therapy in unresectable hepatocellular carcinoma.免疫检查点分子循环生物标志物与阿替利珠单抗联合贝伐珠单抗治疗不可切除肝细胞癌的临床意义。
Hepatol Int. 2024 Oct;18(5):1472-1485. doi: 10.1007/s12072-024-10680-8. Epub 2024 Jul 4.
5
MIF and CD74 as Emerging Biomarkers for Immune Checkpoint Blockade Therapy.巨噬细胞迁移抑制因子和CD74作为免疫检查点阻断疗法的新兴生物标志物。
Cancers (Basel). 2024 May 4;16(9):1773. doi: 10.3390/cancers16091773.
ESR1 mutant breast cancers show elevated basal cytokeratins and immune activation.
ESR1 突变型乳腺癌表现出基底细胞角蛋白的高表达和免疫激活。
Nat Commun. 2022 Apr 19;13(1):2011. doi: 10.1038/s41467-022-29498-9.
4
Carcinomas assemble a filamentous CXCL12-keratin-19 coating that suppresses T cell-mediated immune attack.癌细胞组装成丝状的 CXCL12-角蛋白-19 涂层,抑制 T 细胞介导的免疫攻击。
Proc Natl Acad Sci U S A. 2022 Jan 25;119(4). doi: 10.1073/pnas.2119463119.
5
Tislelizumab Plus Chemotherapy vs Chemotherapy Alone as First-line Treatment for Advanced Squamous Non-Small-Cell Lung Cancer: A Phase 3 Randomized Clinical Trial.替雷利珠单抗联合化疗与单纯化疗一线治疗晚期鳞状非小细胞肺癌的随机 3 期临床试验。
JAMA Oncol. 2021 May 1;7(5):709-717. doi: 10.1001/jamaoncol.2021.0366.
6
First-line nivolumab plus ipilimumab combined with two cycles of chemotherapy in patients with non-small-cell lung cancer (CheckMate 9LA): an international, randomised, open-label, phase 3 trial.非小细胞肺癌患者一线纳武利尤单抗联合伊匹单抗加两个周期化疗(CheckMate 9LA):一项国际、随机、开放标签、III 期临床试验。
Lancet Oncol. 2021 Feb;22(2):198-211. doi: 10.1016/S1470-2045(20)30641-0. Epub 2021 Jan 18.
7
CXCR4 inhibition in human pancreatic and colorectal cancers induces an integrated immune response.CXCR4 抑制在人类胰腺和结直肠癌细胞中诱导整合免疫反应。
Proc Natl Acad Sci U S A. 2020 Nov 17;117(46):28960-28970. doi: 10.1073/pnas.2013644117. Epub 2020 Oct 30.
8
Plasma IL-6 changes correlate to PD-1 inhibitor responses in NSCLC.非小细胞肺癌患者的血浆 IL-6 变化与 PD-1 抑制剂反应相关。
J Immunother Cancer. 2020 Oct;8(2). doi: 10.1136/jitc-2020-000678.
9
High systemic and tumor-associated IL-8 correlates with reduced clinical benefit of PD-L1 blockade.高系统和肿瘤相关的白细胞介素 8 与 PD-L1 阻断的临床获益降低相关。
Nat Med. 2020 May;26(5):693-698. doi: 10.1038/s41591-020-0860-1. Epub 2020 May 11.
10
Updated Analysis From KEYNOTE-189: Pembrolizumab or Placebo Plus Pemetrexed and Platinum for Previously Untreated Metastatic Nonsquamous Non-Small-Cell Lung Cancer.KEYNOTE-189 更新分析:帕博利珠单抗或安慰剂联合培美曲塞和铂类化疗用于未经治疗的转移性非鳞状非小细胞肺癌。
J Clin Oncol. 2020 May 10;38(14):1505-1517. doi: 10.1200/JCO.19.03136. Epub 2020 Mar 9.