Zhang Yingqing, Yan Na, Feng Yan, Wu Yonglei, Sun Yuejiao, Gao Xixi, Gu Chao, Ma Xiaolong, Gao Feng, Zhang Hui, Zhou Jiaqi
Department of Respiratory Medicine, The First Hospital of Jiaxing (Affiliated Hospital of Jiaxing University), 1882 South Zhonghuan Road, Jiaxing, 314000, Zhejiang, China.
Key Laboratory of Digital Technology in Medical Diagnostics of Zhejiang Province, Dian Diagnostics Group Co., Ltd, 329 Jinpeng Street, Hangzhou, 310000, Zhejiang, China.
Discov Oncol. 2025 Jan 4;16(1):8. doi: 10.1007/s12672-025-01753-7.
The purpose of this study is to analyze the predictive value of neutrophil to lymphocyte ratio (NLR), lymphocyte count to monocyte count ratio (LMR), platelet to lymphocyte ratio (PLR), platelet count multiplied by neutrophil count to lymphocyte count ratio (SII), red blood cell distribution width (RDW), packed cell volume (PCV), and plateletcrit (PCT) levels in advanced non-small cell lung cancer (NSCLC) patients treated with PD-1/PD-L1 inhibitors.
From March 2019 to August 2023, we screened 104 of 153 patients with stage III unresectable local advanced NSCLC and IV NSCLC who received PD-1/PD-L1 inhibitor therapy at our hospital and met the inclusion and exclusion criteria for analysis. All patients were collected for clinical information, including baseline blood indicator (NLR, PLR, LMR, SII, CRP, RDW, PCV and PCT) levels before PD-1/PD-L1 inhibitor therapy and blood indicator levels and imaging evaluation results every two cycles after PD-1/PD-L1 inhibitor therapy. We analyzed the predicted impact of baseline blood indicators on PD-1/PD-L1 inhibitor treatment response, the discriminatory power of blood indicators on treatment response after efficacy evaluation, and the dynamic changes in blood indicators during PD-1/PD-L1 inhibitor treatment.
In our study data, baseline levels of NLR, PLR, LMR, SII, CRP, RDW, PCV, and PCT did not provide good predictive identification of PD-1/PD-L1 inhibitor primary resistance and effective treatment response populations. These indicators showed no significant distribution differences in Mann Whitney Wilcoxon analysis, univariate and multivariate logistic regression analysis between the primary resistance group and the effective treatment response group. We validated the NLR threshold of 5 from multiple previous studies in the data of this study, and patients with NLR > 5 also did not show a significant tendency towards the primary resistance group. The levels of NLR, PLR, LMR, SII, CRP, RDW, PCV, and PCT after efficacy evaluation also cannot effectively distinguish primary drug resistance and effective treatment response populations. However, in the longitudinal data analysis before and after PD-1/PD-L1 inhibitor treatment, we found that the NLR, SII, and CRP levels of patients who responded effectively were significantly reduced compared to baseline status. But this phenomenon was not observed in PD patients.
PD-1/PD-L1 inhibitors treatment significantly altered the levels of NLR, SII, and CRP in patients with advanced NSCLC. Dynamic monitoring of NLR, SII, and CRP levels may have potential application value in monitoring the therapeutic efficacy of ICIs. In our study, the baseline status of blood indicator levels did not achieve good primary drug resistant patient identification. The potential value of blood indicators in predicting primary resistance to ICI should be further explored in larger research cohorts.
本研究旨在分析中性粒细胞与淋巴细胞比值(NLR)、淋巴细胞计数与单核细胞计数比值(LMR)、血小板与淋巴细胞比值(PLR)、血小板计数乘以中性粒细胞计数与淋巴细胞计数比值(SII)、红细胞分布宽度(RDW)、血细胞比容(PCV)以及血小板压积(PCT)水平在接受PD - 1/PD - L1抑制剂治疗的晚期非小细胞肺癌(NSCLC)患者中的预测价值。
2019年3月至2023年8月,我们从153例在我院接受PD - 1/PD - L1抑制剂治疗且符合分析纳入和排除标准的III期不可切除局部晚期NSCLC和IV期NSCLC患者中筛选出104例。收集所有患者的临床信息,包括PD - 1/PD - L1抑制剂治疗前的基线血液指标(NLR、PLR、LMR、SII、CRP、RDW、PCV和PCT)水平以及PD - 1/PD - L1抑制剂治疗后每两个周期的血液指标水平和影像学评估结果。我们分析了基线血液指标对PD - 1/PD - L1抑制剂治疗反应的预测影响、疗效评估后血液指标对治疗反应的鉴别能力以及PD - 1/PD - L1抑制剂治疗期间血液指标的动态变化。
在我们的研究数据中,NLR、PLR、LMR、SII、CRP、RDW、PCV和PCT的基线水平未能对PD - 1/PD - L1抑制剂的原发性耐药和有效治疗反应人群进行良好的预测识别。在Mann Whitney Wilcoxon分析、单因素和多因素逻辑回归分析中,这些指标在原发性耐药组和有效治疗反应组之间未显示出显著的分布差异。我们在本研究数据中验证了先前多项研究中NLR阈值为5,NLR > 5的患者也未表现出明显倾向于原发性耐药组的趋势。疗效评估后的NLR、PLR、LMR、SII、CRP、RDW、PCV和PCT水平也无法有效区分原发性耐药和有效治疗反应人群。然而,在PD - 1/PD - L1抑制剂治疗前后的纵向数据分析中,我们发现有效反应患者的NLR、SII和CRP水平与基线状态相比显著降低。但在原发性耐药患者中未观察到这种现象。
PD - 1/PD - L1抑制剂治疗显著改变了晚期NSCLC患者的NLR、SII和CRP水平。动态监测NLR、SII和CRP水平在监测免疫检查点抑制剂(ICI)的治疗疗效方面可能具有潜在应用价值。在我们的研究中,血液指标水平的基线状态未能实现对原发性耐药患者的良好识别。血液指标在预测ICI原发性耐药方面的潜在价值应在更大的研究队列中进一步探索。