• 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

与接受PD-1抑制剂治疗的晚期非小细胞肺癌患者免疫相关不良反应相关的外周血标志物

Peripheral Blood Markers Associated with Immune-Related Adverse Effects in Patients Who Had Advanced Non-Small Cell Lung Cancer Treated with PD-1 Inhibitors.

作者信息

Liu Wenhui, Liu Yiping, Ma Fang, Sun Bao, Wang Ying, Luo Jianquan, Liu Mouze, Luo Zhiying

机构信息

Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, People's Republic of China.

Institute of Clinical Pharmacy, Central South University, Changsha, People's Republic of China.

出版信息

Cancer Manag Res. 2021 Jan 27;13:765-771. doi: 10.2147/CMAR.S293200. eCollection 2021.

DOI:10.2147/CMAR.S293200
PMID:33536784
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7850423/
Abstract

BACKGROUND

Immune checkpoint inhibitors (ICIs) have transformed the treatment landscape for patients with advanced non-small-cell lung cancer (aNSCLC), but immune-related adverse events (irAEs) have been evidenced curtailed the clinical use of them.

PURPOSE

The aim of this study was to research the influences of inflammation-related peripheral blood markers, including neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) levels, on anti-PD-1 inhibitor-induced irAEs.

PATIENTS AND METHODS

A retrospective analysis was conducted of patients treated with PD-1 inhibitors for stage III-IV NSCLC at a single center from 2017 to 2020 were included. Clinical characteristics, peripheral blood markers at the baseline and before subsequent treatment cycles were collected. NLR and PLR were calculated by division of neutrophil and platelet by lymphocyte measured in peripheral blood. The development of irAEs was evaluated and monitored from the therapy start based on CTCAE V4.03.

RESULTS

A total of 150 patients were included. Fifty-seven patients had occurred at least one irAEs during follow-up, and mainly grade 1-2 (73.68%). Pruritus, rash and thyroiditis were the most commonly irAEs. Low NLR, PLR and neutrophil at baseline were significantly associated with the development of severe irAEs (-values were 0.023, 0.0016 and 0.009). The levels of neutrophil, NLR and PLR also significantly decreased when occurred irAEs compared with baseline (P-values were 0.0069, 0.017 and 1.18E-5, respectively).

CONCLUSION

The levels of NLR, PLR and neutrophil were associated with the increased risk of severe irAEs when baseline levels were low. NLR, PLR, and neutrophil are simple and available biomarkers that can be used to help predict severe adverse effects in NSCLC patients treated with anti-PD-1 inhibitors.

摘要

背景

免疫检查点抑制剂(ICIs)已经改变了晚期非小细胞肺癌(aNSCLC)患者的治疗格局,但免疫相关不良事件(irAEs)已被证明限制了它们的临床应用。

目的

本研究旨在探讨炎症相关外周血标志物,包括中性粒细胞与淋巴细胞比值(NLR)和血小板与淋巴细胞比值(PLR)水平,对抗PD-1抑制剂诱导的irAEs的影响。

患者与方法

对2017年至2020年在单一中心接受PD-1抑制剂治疗的III-IV期NSCLC患者进行回顾性分析。收集临床特征、基线时和后续治疗周期前的外周血标志物。NLR和PLR通过外周血中测量的中性粒细胞和血小板除以淋巴细胞来计算。从治疗开始基于CTCAE V4.03评估和监测irAEs的发生。

结果

共纳入150例患者。57例患者在随访期间发生至少1次irAEs,主要为1-2级(73.68%)。瘙痒、皮疹和甲状腺炎是最常见的irAEs。基线时低NLR、PLR和中性粒细胞与严重irAEs的发生显著相关(P值分别为0.023、0.0016和0.009)。与基线相比,发生irAEs时中性粒细胞、NLR和PLR水平也显著降低(P值分别为0.0069、0.017和1.18E-5)。

结论

当基线水平较低时,NLR、PLR和中性粒细胞水平与严重irAEs风险增加相关。NLR、PLR和中性粒细胞是简单且可用的生物标志物,可用于帮助预测接受抗PD-1抑制剂治疗的NSCLC患者的严重不良反应。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4edc/7850423/1de7784a509f/CMAR-13-765-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4edc/7850423/f88fb8b38098/CMAR-13-765-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4edc/7850423/1de7784a509f/CMAR-13-765-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4edc/7850423/f88fb8b38098/CMAR-13-765-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4edc/7850423/1de7784a509f/CMAR-13-765-g0002.jpg

相似文献

1
Peripheral Blood Markers Associated with Immune-Related Adverse Effects in Patients Who Had Advanced Non-Small Cell Lung Cancer Treated with PD-1 Inhibitors.与接受PD-1抑制剂治疗的晚期非小细胞肺癌患者免疫相关不良反应相关的外周血标志物
Cancer Manag Res. 2021 Jan 27;13:765-771. doi: 10.2147/CMAR.S293200. eCollection 2021.
2
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.
3
Baseline neutrophil-lymphocyte ratio and platelet-lymphocyte ratio appear predictive of immune treatment related toxicity in hepatocellular carcinoma.基线中性粒细胞与淋巴细胞比值及血小板与淋巴细胞比值似乎可预测肝细胞癌免疫治疗相关毒性。
World J Gastrointest Oncol. 2023 Nov 15;15(11):1900-1912. doi: 10.4251/wjgo.v15.i11.1900.
4
Platelet-to-lymphocyte and neutrophil-to-lymphocyte ratios are associated with the efficacy of immunotherapy in stage III/IV non-small cell lung cancer.血小板与淋巴细胞比值及中性粒细胞与淋巴细胞比值与Ⅲ/Ⅳ期非小细胞肺癌免疫治疗的疗效相关。
Oncol Lett. 2022 Jun 17;24(2):266. doi: 10.3892/ol.2022.13386. eCollection 2022 Aug.
5
Absolute eosinophil count may be an optimal peripheral blood marker to identify the risk of immune-related adverse events in advanced malignant tumors treated with PD-1/PD-L1 inhibitors: a retrospective analysis.绝对嗜酸性粒细胞计数可能是识别晚期恶性肿瘤患者接受 PD-1/PD-L1 抑制剂治疗后免疫相关不良事件风险的最佳外周血标志物:一项回顾性分析。
World J Surg Oncol. 2022 Jul 28;20(1):242. doi: 10.1186/s12957-022-02695-y.
6
Prognostic role of dynamic changes in inflammatory indicators in patients with non-small cell lung cancer treated with immune checkpoint inhibitors-a retrospective cohort study.免疫检查点抑制剂治疗的非小细胞肺癌患者炎症指标动态变化的预后作用——一项回顾性队列研究
Transl Lung Cancer Res. 2024 Aug 31;13(8):1975-1987. doi: 10.21037/tlcr-24-637. Epub 2024 Aug 28.
7
Neutrophil-to-Lymphocyte Ratio Predicts Development of Immune-Related Adverse Events and Outcomes from Immune Checkpoint Blockade: A Case-Control Study.中性粒细胞与淋巴细胞比值可预测免疫相关不良事件的发生及免疫检查点阻断治疗的结局:一项病例对照研究
Cancers (Basel). 2021 Mar 15;13(6):1308. doi: 10.3390/cancers13061308.
8
Peripheral blood markers predictive of outcome and immune-related adverse events in advanced non-small cell lung cancer treated with PD-1 inhibitors.PD-1 抑制剂治疗晚期非小细胞肺癌的外周血标志物预测疗效和免疫相关不良事件。
Cancer Immunol Immunother. 2020 Sep;69(9):1813-1822. doi: 10.1007/s00262-020-02585-w. Epub 2020 Apr 29.
9
The determinants of very severe immune-related adverse events associated with immune checkpoint inhibitors: A prospective study of the French REISAMIC registry.与免疫检查点抑制剂相关的极重度免疫相关不良事件的决定因素:法国 REISAMIC 注册前瞻性研究。
Eur J Cancer. 2021 Nov;158:217-224. doi: 10.1016/j.ejca.2021.08.048. Epub 2021 Oct 7.
10
Predictive value of NLR and PLR for immune-related adverse events: a systematic review and meta-analysis.中性粒细胞与淋巴细胞比值(NLR)和血小板与淋巴细胞比值(PLR)对免疫相关不良事件的预测价值:一项系统评价与荟萃分析
Clin Transl Oncol. 2024 May;26(5):1106-1116. doi: 10.1007/s12094-023-03313-3. Epub 2023 Sep 8.

引用本文的文献

1
Predictive value of serum tumor markers (carcinoembryonic antigen, neuron-specific enolase, and squamous cell carcinoma antigen in non-small cell lung cancer patients treated with programmed cell death protein 1 inhibitors.血清肿瘤标志物(癌胚抗原、神经元特异性烯醇化酶和鳞状细胞癌抗原)在接受程序性细胞死亡蛋白1抑制剂治疗的非小细胞肺癌患者中的预测价值
J Med Biochem. 2025 Jun 13;44(3):678-686. doi: 10.5937/jomb0-54181.
2
Hematological parameters as predictors of immune-related adverse events: risk factor analysis in non-small cell lung cancer patients undergoing immunotherapy.血液学参数作为免疫相关不良事件的预测指标:接受免疫治疗的非小细胞肺癌患者的危险因素分析
Am J Transl Res. 2025 Jul 15;17(7):4976-4985. doi: 10.62347/EUHL7337. eCollection 2025.
3

本文引用的文献

1
Efficacy of Nivolumab for Head and Neck Cancer Patients with Primary Sites and Histological Subtypes Excluded from the CheckMate-141 Trial.纳武利尤单抗用于CheckMate-141试验排除的原发部位和组织学亚型的头颈癌患者的疗效。
Cancer Manag Res. 2020 Jun 3;12:4161-4168. doi: 10.2147/CMAR.S249393. eCollection 2020.
2
Peripheral blood markers predictive of outcome and immune-related adverse events in advanced non-small cell lung cancer treated with PD-1 inhibitors.PD-1 抑制剂治疗晚期非小细胞肺癌的外周血标志物预测疗效和免疫相关不良事件。
Cancer Immunol Immunother. 2020 Sep;69(9):1813-1822. doi: 10.1007/s00262-020-02585-w. Epub 2020 Apr 29.
3
Blood-Based Biomarkers as Predictive and Prognostic Factors in Immunotherapy-Treated Patients with Solid Tumors-Currents and Perspectives.血液生物标志物作为实体瘤免疫治疗患者的预测和预后因素——现状与展望
Cancers (Basel). 2025 Jun 16;17(12):2001. doi: 10.3390/cancers17122001.
4
Complete remission in PD-L1 high expression advanced gastric cancer patient with PD-L1 immunotherapy and chemotherapy integration treatment strategy: a case report.PD-L1免疫治疗与化疗联合治疗策略使PD-L1高表达晚期胃癌患者完全缓解:一例报告
Front Oncol. 2025 May 27;15:1507411. doi: 10.3389/fonc.2025.1507411. eCollection 2025.
5
Risk factors associated with immune-related severe adverse events in patients with cancer: A scoping review.癌症患者免疫相关严重不良事件的相关危险因素:一项范围综述。
Asia Pac J Oncol Nurs. 2025 Feb 7;12:100661. doi: 10.1016/j.apjon.2025.100661. eCollection 2025 Dec.
6
Risk of Serious Immune-Related Adverse Events with Various PD1 and PD-L1 Inhibitors: A Single-Institution, Real-Life, Comparative Study.多种PD1和PD-L1抑制剂引发严重免疫相关不良事件的风险:一项单机构、真实世界的对比研究。
Ther Clin Risk Manag. 2025 Mar 5;21:273-282. doi: 10.2147/TCRM.S479686. eCollection 2025.
7
Prognostic value of the CONUT score with immune checkpoint inhibitors as first-line therapy for metastatic malignant melanoma.CONUT评分对免疫检查点抑制剂作为转移性恶性黑色素瘤一线治疗的预后价值。
J Dermatol. 2025 Apr;52(4):615-623. doi: 10.1111/1346-8138.17613. Epub 2025 Feb 7.
8
Clinical characteristics and biomarkers of severe immune checkpoint inhibitor-related pneumonitis triggered by immunotherapy followed by radiation: a case report.免疫治疗后放疗引发的严重免疫检查点抑制剂相关性肺炎的临床特征及生物标志物:一例报告
Front Immunol. 2024 Nov 22;15:1454114. doi: 10.3389/fimmu.2024.1454114. eCollection 2024.
9
Factors associated with immune‑related severe adverse events (Review).与免疫相关严重不良事件相关的因素(综述)
Mol Clin Oncol. 2024 Oct 31;22(1):3. doi: 10.3892/mco.2024.2798. eCollection 2025 Jan.
10
Toxicity of Cancer Immunotherapies in Older Patients: Does Age Make a Difference?癌症免疫疗法在老年患者中的毒性:年龄有影响吗?
Drugs Aging. 2024 Oct;41(10):787-794. doi: 10.1007/s40266-024-01149-2. Epub 2024 Oct 5.
Immune-related adverse events and anti-tumor efficacy of immune checkpoint inhibitors.
免疫相关不良反应和免疫检查点抑制剂的抗肿瘤疗效。
J Immunother Cancer. 2019 Nov 15;7(1):306. doi: 10.1186/s40425-019-0805-8.
4
High neutrophil-to-lymphocyte ratio (NLR) is associated with treatment failure and death in patients who have melanoma treated with PD-1 inhibitor monotherapy.高中性粒细胞与淋巴细胞比值(NLR)与接受 PD-1 抑制剂单药治疗的黑色素瘤患者的治疗失败和死亡相关。
Cancer. 2020 Jan 1;126(1):76-85. doi: 10.1002/cncr.32506. Epub 2019 Oct 4.
5
Immune-checkpoint inhibitors in head and neck squamous cell carcinoma: cost-efficacy in second-line treatment based on programmed death-ligand 1 (PD-L1) level.头颈部鳞状细胞癌中的免疫检查点抑制剂:基于程序性死亡配体1(PD-L1)水平的二线治疗成本效益
Oral Oncol. 2019 Oct;97:143-145. doi: 10.1016/j.oraloncology.2019.08.010. Epub 2019 Aug 17.
6
Financial Toxicity and Non-small Cell Lung Cancer Treatment: The Optimization in the Choice of Immune Check Point Inhibitors.经济毒性与非小细胞肺癌治疗:免疫检查点抑制剂选择的优化
Anticancer Res. 2019 Jul;39(7):3961-3965. doi: 10.21873/anticanres.13550.
7
Adverse effects of immune-checkpoint inhibitors: epidemiology, management and surveillance.免疫检查点抑制剂的不良反应:流行病学、管理和监测。
Nat Rev Clin Oncol. 2019 Sep;16(9):563-580. doi: 10.1038/s41571-019-0218-0.
8
Association of Checkpoint Inhibitor-Induced Toxic Effects With Shared Cancer and Tissue Antigens in Non-Small Cell Lung Cancer.非小细胞肺癌中检查点抑制剂诱导的毒性作用与共享的癌症和组织抗原的关系。
JAMA Oncol. 2019 Jul 1;5(7):1043-1047. doi: 10.1001/jamaoncol.2019.0402.
9
Treatment-Related Adverse Events of PD-1 and PD-L1 Inhibitors in Clinical Trials: A Systematic Review and Meta-analysis.临床试验中 PD-1 和 PD-L1 抑制剂的治疗相关不良反应:系统评价和荟萃分析。
JAMA Oncol. 2019 Jul 1;5(7):1008-1019. doi: 10.1001/jamaoncol.2019.0393.
10
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.