文献检索文档翻译深度研究
Suppr Zotero 插件Zotero 插件
邀请有礼套餐&价格历史记录

新学期,新优惠

限时优惠:9月1日-9月22日

30天高级会员仅需29元

1天体验卡首发特惠仅需5.99元

了解详情
不再提醒
插件&应用
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
高级版
套餐订阅购买积分包
AI 工具
文献检索文档翻译深度研究
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 @ 2025

帕博利珠单抗治疗的高PD-L1表达非小细胞肺癌患者外周血生物标志物与临床结局的相关性

Correlation of peripheral blood biomarkers with clinical outcomes in NSCLC patients with high PD-L1 expression treated with pembrolizumab.

作者信息

Sánchez-Gastaldo Amparo, Muñoz-Fuentes Miguel A, Molina-Pinelo Sonia, Alonso-García Miriam, Boyero Laura, Bernabé-Caro Reyes

机构信息

Medical Oncology Department, Virgen del Rocío University Hospital, Seville, Spain.

Institute of Biomedicine of Seville (IBiS) (HUVR, CSIC, University of Seville), Seville, Spain.

出版信息

Transl Lung Cancer Res. 2021 Jun;10(6):2509-2522. doi: 10.21037/tlcr-21-156.


DOI:10.21037/tlcr-21-156
PMID:34295658
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8264316/
Abstract

BACKGROUND: Immune checkpoint inhibitors (ICIs) are currently the standard therapy in advanced non-small cell lung cancer (NSCLC); however, there is no well-established prognostic biomarker. We investigated the relationship between survival outcomes and three peripheral blood biomarkers, including the neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR) and monocyte-to-lymphocyte ratio (MLR), as well as a new score termed the risk blood biomarker (RBB), calculated from the combination of the neutrophil-monocyte-to-lymphocyte ratio (NMLR) and white blood cell count (WBC). METHODS: This study included patients with stage IV or recurrent NSCLC confirmed with programmed death ligand 1 (PD-L1) expression ≥50% who received pembrolizumab monotherapy as first-line treatment at the Virgen del Rocío University Hospital in Seville, Spain. To establish the relationship between baseline peripheral blood biomarkers and survival outcomes, progression free survival (PFS) and overall survival (OS), we used the Kaplan-Meier method and multivariable Cox regression models. RESULTS: A total of 51 patients were included in this study. In multivariate analysis, baseline NLR and PLR showed a strong association with PFS [NLR hazard ratio (HR): 0.19, 95% confidence interval (CI): 0.09-0.44, P<0.001; PLR HR: 0.46, 95% CI: 0.23-0.92, P=0.03] and OS (NLR HR: 0.07, 95% CI: 0.02-0.19, P<0.001; PLR HR: 0.29, 95% CI: 0.13-0.67, P=0.004), and the MLR was associated with OS (MLR HR: 0.34, 95% CI: 0.15-0.76, P=0.01). According to the RBB score, groups with lower scores were associated with superior PFS (group 0: HR: 0.16, 95% CI: 0.06-0.41, P<0.001 and group 1: HR: 0.29, 95% CI: 0.12-0.73, P=0.01) and OS (group 0: HR: 0.04, 95% CI: 0.01-0.17, P<0.001 and group 1: HR: 0.15, 95% CI: 0.05-0.42, P<0.001). CONCLUSIONS: Low baseline NLR, MLR and PLR are significantly associated with better PFS, and low baseline NLR and PLR are associated with better OS. Additionally, we identified three subgroups of patients using the RBB score, and low scores were associated with improved survival outcomes and response to therapy.

摘要

背景:免疫检查点抑制剂(ICI)目前是晚期非小细胞肺癌(NSCLC)的标准治疗方法;然而,尚无成熟的预后生物标志物。我们研究了生存结局与三种外周血生物标志物之间的关系,这三种生物标志物包括中性粒细胞与淋巴细胞比值(NLR)、血小板与淋巴细胞比值(PLR)和单核细胞与淋巴细胞比值(MLR),以及一种新的评分,即风险血液生物标志物(RBB),它由中性粒细胞-单核细胞与淋巴细胞比值(NMLR)和白细胞计数(WBC)组合计算得出。 方法:本研究纳入了西班牙塞维利亚维根德洛克大学医院确诊为程序性死亡配体1(PD-L1)表达≥50%的IV期或复发性NSCLC患者,这些患者接受帕博利珠单抗单药作为一线治疗。为了确定基线外周血生物标志物与生存结局、无进展生存期(PFS)和总生存期(OS)之间的关系,我们使用了Kaplan-Meier方法和多变量Cox回归模型。 结果:本研究共纳入51例患者。在多变量分析中,基线NLR和PLR与PFS [NLR风险比(HR):0.19,95%置信区间(CI):0.09 - 0.44,P < 0.001;PLR HR:0.46,95% CI:0.23 - 0.92,P = 0.03]和OS(NLR HR:0.07,95% CI:0.02 - 0.19,P < 0.001;PLR HR:0.29,95% CI:0.13 - 0.67,P = 0.004)密切相关,MLR与OS相关(MLR HR:0.34,95% CI:0.15 - 0.76,P = 0.01)。根据RBB评分,得分较低的组与较好的PFS(0组:HR:0.16,95% CI:0.06 - 0.41,P < 0.001;1组:HR:0.29,95% CI:0.12 - 0.73,P = 0.01)和OS(0组:HR:0.04,95% CI:0.01 - 0.17,P < 0.001;1组:HR:0.15,95% CI:0.05 - 0.42,P < 0.001)相关。 结论:低基线NLR、MLR和PLR与更好的PFS显著相关,低基线NLR和PLR与更好的OS相关。此外,我们使用RBB评分确定了三组患者,得分较低与生存结局改善和治疗反应相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e27/8264316/183a0a57d234/tlcr-10-06-2509-f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e27/8264316/58c7c23e2f85/tlcr-10-06-2509-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e27/8264316/1407b962bc84/tlcr-10-06-2509-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e27/8264316/a25098b91694/tlcr-10-06-2509-f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e27/8264316/183a0a57d234/tlcr-10-06-2509-f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e27/8264316/58c7c23e2f85/tlcr-10-06-2509-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e27/8264316/1407b962bc84/tlcr-10-06-2509-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e27/8264316/a25098b91694/tlcr-10-06-2509-f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e27/8264316/183a0a57d234/tlcr-10-06-2509-f4.jpg

相似文献

[1]
Correlation of peripheral blood biomarkers with clinical outcomes in NSCLC patients with high PD-L1 expression treated with pembrolizumab.

Transl Lung Cancer Res. 2021-6

[2]
Decreased monocyte-to-lymphocyte ratio was associated with satisfied outcomes of first-line PD-1 inhibitors plus chemotherapy in stage IIIB-IV non-small cell lung cancer.

Front Immunol. 2023

[3]
Predictive value of neutrophil-lymphocyte ratio and platelet-lymphocyte ratio in non-small cell lung cancer patients treated with immune checkpoint inhibitors: A meta-analysis.

Int Immunopharmacol. 2020-8

[4]
NLR, MLR, and PLR are adverse prognostic variables for sleeve lobectomy within non-small cell lung cancer.

Thorac Cancer. 2024-8

[5]
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.

Transl Lung Cancer Res. 2024-8-31

[6]
Systemic immune-inflammation index, neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio can predict clinical outcomes in patients with metastatic non-small-cell lung cancer treated with nivolumab.

J Clin Lab Anal. 2019-7-8

[7]
Neutrophil-to-Lymphocyte ratio (NLR) and Platelet-to-Lymphocyte ratio (PLR) as prognostic markers in patients with non-small cell lung cancer (NSCLC) treated with nivolumab.

Lung Cancer. 2017-9

[8]
Neutrophil-lymphocyte ratio and platelet-lymphocyte ratio associations with heart and body dose and their effects on patient outcomes in locally advanced non-small cell lung cancer treated with definitive radiotherapy.

Transl Lung Cancer Res. 2020-10

[9]
Pretreatment Glasgow prognostic score predicts survival among patients with high PD-L1 expression administered first-line pembrolizumab monotherapy for non-small cell lung cancer.

Cancer Med. 2021-10

[10]
Prognostic Significance of Pretreatment Neutrophil-to-Lymphocyte Ratio, Platelet-to-Lymphocyte Ratio, or Monocyte-to-Lymphocyte Ratio in Endometrial Neoplasms: A Systematic Review and Meta-analysis.

Front Oncol. 2022-5-16

引用本文的文献

[1]
Systematic literature review of real-world evidence on overall survival in cancer patients before and after the approval of anti-PD-(L)1 therapy.

Front Oncol. 2025-8-4

[2]
Peripheral blood gene expression signatures of systemic immunity predict tumor microenvironment biology and therapeutic response in breast cancer.

Res Sq. 2025-7-7

[3]
Elevated neutrophil-monocyte-to-lymphocyte ratio increases risk of adverse outcomes in patients with chronic kidney disease and type 2 diabetes.

Eur J Med Res. 2025-5-31

[4]
Recent advances in biomarkers for predicting the efficacy of immunotherapy in non-small cell lung cancer.

Front Immunol. 2025-5-8

[5]
Monocyte-related markers as predictors of immune checkpoint inhibitor efficacy and immune-related adverse events: a systematic review and meta-analysis.

Cancer Metastasis Rev. 2025-2-21

[6]
Analysis of the short-term efficacy of 2 versus 3 cycles of neoadjuvant immunotherapy combined with chemotherapy in patients with esophageal squamous cell carcinoma.

J Cancer. 2025-1-1

[7]
Predictability of Neutrophile to Lymphocyte Ratio and Platelet to Lymphocyte Ratio on the Effectiveness of Immune Checkpoint Inhibitors in Non-small Cell Lung Cancer patients: A Meta-Analysis.

Cancer Control. 2024

[8]
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.

Transl Lung Cancer Res. 2024-8-31

[9]
From Tumor Macroenvironment to Tumor Microenvironment: The Prognostic Role of the Immune System in Oral and Lung Squamous Cell Carcinoma.

Cancers (Basel). 2024-8-3

[10]
Pembrolizumab monotherapy survival benefits in metastatic non-small-cell lung cancer: a systematic review of real-world data.

Discov Oncol. 2024-7-24

本文引用的文献

[1]
Prognostic significance of the neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio for advanced non-small cell lung cancer patients with high PD-L1 tumor expression receiving pembrolizumab.

Transl Lung Cancer Res. 2021-1

[2]
Predictive value of neutrophil-lymphocyte ratio and platelet-lymphocyte ratio in non-small cell lung cancer patients treated with immune checkpoint inhibitors: A meta-analysis.

Int Immunopharmacol. 2020-8

[3]
Immune gene signatures for predicting durable clinical benefit of anti-PD-1 immunotherapy in patients with non-small cell lung cancer.

Sci Rep. 2020-1-20

[4]
Prognostic value of the pretreatment systemic immune-inflammation index (SII) in patients with non-small cell lung cancer: a meta-analysis.

Ann Transl Med. 2019-9

[5]
Evaluating and validating the predictive ability of preoperative systemic inflammatory/immune cells in gastric cancer following R0 resection.

Oncol Lett. 2019-11

[6]
Prognostic value of a novel scoring system using inflammatory response biomarkers in non-small cell lung cancer: A retrospective study.

Thorac Cancer. 2019-5-18

[7]
Pembrolizumab versus chemotherapy for previously untreated, PD-L1-expressing, locally advanced or metastatic non-small-cell lung cancer (KEYNOTE-042): a randomised, open-label, controlled, phase 3 trial.

Lancet. 2019-4-4

[8]
Clinical value of neutrophil-to-lymphocyte ratio in patients with non-small-cell lung cancer treated with PD-1/PD-L1 inhibitors.

Lung Cancer. 2019-2-10

[9]
The evolving landscape of biomarkers for checkpoint inhibitor immunotherapy.

Nat Rev Cancer. 2019-3

[10]
Systemic immune-inflammation index (SII) is useful to predict survival outcomes in patients with surgically resected non-small cell lung cancer.

Thorac Cancer. 2019-2-7

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

推荐工具

医学文档翻译智能文献检索