国际肿瘤学杂志 ›› 2026, Vol. 53 ›› Issue (9): 527-539.doi: 10.3760/cma.j.cn371439-20260404-00085

• 论著 • 上一篇    下一篇

CD4+ T细胞TIM-3、PD-1水平与宫颈癌免疫治疗疗效的关系及巨噬细胞极化的中介作用

张旭辉1, 梁智敏2, 蒋静1, 张嬿2, 冯静波1()   

  1. 1 中国人民解放军联勤保障部队第九八二医院检验病理输血科, 唐山 063000
    2 中国人民解放军联勤保障部队第九八三医院病理科, 天津 300000
  • 收稿日期:2026-04-04 出版日期:2026-09-08 发布日期:2026-08-25
  • 通讯作者: 冯静波,Email:13930526222@139.com
  • 作者简介:第一联系人:

    张旭辉:研究设计与实施、论文撰写;梁智敏:研究设计、数据收集与分析、论文修改;蒋静:数据收集、统计学分析、论文修改;张嬿:统计学分析、论文修改;冯静波:研究指导、论文修改

  • 基金资助:
    河北省医学科学研究课题(20261119)

Relationship between CD4+ T cell TIM-3,PD-1 levels and the efficacy of cervical cancer immunotherapy,and the mediating role of macrophage polarization

Zhang Xuhui1, Liang Zhimin2, Jiang Jing1, Zhang Yan2, Feng Jingbo1()   

  1. 1 Department of Laboratory and Pathology Blood Transfusion, 982nd Hospital of Joint Support Force of the People's Liberation Army of China, Tangshan 063000, China
    2 Department of Pathology, 983rd Hospital of Joint Support Force of the People's Liberation Army of China, Tianjin 300000, China
  • Received:2026-04-04 Online:2026-09-08 Published:2026-08-25
  • Contact: Feng Jingbo,Email:13930526222@139.com
  • Supported by:
    Medical Science Research Project Funded of Hebei Province of China(20261119)

摘要:

目的 探究外周血及肿瘤组织CD4+ T细胞表面T细胞免疫球蛋白黏蛋白结构域蛋白-3(TIM-3)、程序性死亡受体1(PD-1)水平与宫颈癌免疫治疗疗效的关系,并分析巨噬细胞极化指标CD68、CD163、精氨酸酶1(Arg-1)、诱导型一氧化氮合酶(iNOS)在其中的中介调控作用。方法 选择2024年4月至2025年1月于中国人民解放军联勤保障部队第九八二医院就诊的111例宫颈癌患者为研究对象。患者均采用根治性同步放化疗联合帕博利珠单抗免疫治疗,比较不同疗效患者TIM-3、PD-1、巨噬细胞极化指标水平以及不同临床病理特征患者TIM-3、PD-1水平。采用多元线性回归分析巨噬细胞极化指标对TIM-3、PD-1水平的影响,多因素广义线性混合模型(GLMM)分析TIM-3、PD-1对免疫治疗疗效的影响,受试者操作特征(ROC)曲线评估TIM-3、PD-1对免疫治疗疗效的预测价值,限制性立方样条分析TIM-3、PD-1与免疫治疗疗效的剂量-反应关系,Bootstrap方法分析巨噬细胞极化指标在TIM-3、PD-1水平与免疫治疗疗效间的中介效应。结果 111例患者整体治疗有效率为73.87%(82/111)。有效(n=82)与无效(n=29)患者间外周血及肿瘤组织TIM-3、PD-1、CD68、CD163、Arg-1、iNOS水平差异均有统计学意义(均P<0.001)。有无淋巴结转移患者外周血TIM-3、PD-1水平差异均有统计学意义(Z=-1.97,P=0.049;Z=2.02,P=0.043);不同分化程度患者外周血PD-1水平差异有统计学意义(Z=2.59,P=0.010);不同国际妇产科联盟(FIGO)分期患者外周血TIM-3水平差异有统计学意义(H=6.65,P=0.036)。有无淋巴结转移、不同肿瘤最大径患者肿瘤组织TIM-3、PD-1水平差异均有统计学意义(Z=-2.52,P=0.012;Z=2.53,P=0.011;Z=-2.83,P=0.005;Z=2.10,P=0.036);不同浸润深度患者肿瘤组织TIM-3水平差异有统计学意义(Z=-2.43,P=0.015)。校正其他协变量后,CD68(β=1.16,P=0.017;β=1.12,P=0.016)、CD163(β=1.84,P<0.001;β=2.05,P<0.001)、Arg-1(β=1.92,P<0.001;β=1.70,P<0.001)、iNOS(β=-1.59,P<0.001;β=-1.69,P=0.012)与外周血TIM-3、PD-1水平均存在线性关联,CD68、CD163、Arg-1、iNOS与肿瘤组织TIM-3、PD-1的关联趋势与外周血一致。外周血及肿瘤组织TIM-3、PD-1中、高水平均是宫颈癌免疫治疗无效的独立危险因素(均P<0.05)。外周血TIM-3、PD-1水平预测宫颈癌免疫治疗无效的曲线下面积(AUC)分别为0.80、0.84;肿瘤组织TIM-3、PD-1水平的AUC分别为0.86、0.91;外周血指标联合(TIM-3+PD-1)、肿瘤组织指标联合(TIM-3+PD-1)及总联合(外周血+肿瘤组织所有指标)的AUC分别为0.95、0.96、0.98,总联合预测的AUC均高于其他指标(Z=6.26,P<0.001;Z=6.04,P=0.001;Z=5.49,P=0.006;Z=5.11,P=0.010;Z=4.21,P=0.019;Z=3.43,P=0.025)。外周血及肿瘤组织TIM-3、PD-1与宫颈癌免疫治疗无效间呈非线性剂量-反应关系,最低风险点分别为4.78%、15.61%和2.87、3.29分。中介效应分析表明,CD68、CD163、Arg-1、iNOS在外周血及肿瘤组织TIM-3、PD-1水平与宫颈癌免疫治疗疗效间具有中介调控作用。结论 宫颈癌免疫治疗无效患者外周血及肿瘤组织TIM-3和PD-1水平均高于有效患者,其高水平是免疫治疗无效的独立危险因素。巨噬细胞极化指标CD68、CD163、Arg-1、iNOS与TIM-3、PD-1水平存在线性关联,其在TIM-3、PD-1与免疫治疗疗效间具有中介调控作用。

关键词: 宫颈肿瘤, 治疗效果, 程序性死亡受体1, 巨噬细胞极化

Abstract:

Objective To investigate the relationship between the levels of T-cell immunoglobulin and mucin domain containing protein-3 (TIM-3) and programmed death-1 (PD-1) on the surface of peripheral blood and tumor tissue of CD4+ T cells and the efficacy of immunotherapy in cervical cancer,and to analyze the mediating role of macrophage polarization indicators CD68,CD163,arginase-1 (Arg-1),and inducible nitric oxide synthase (iNOS). Methods A total of 111 patients with cervical cancer treated at 982nd Hospital of Joint Support Force of the People's Liberation Army of China from April 2024 to January 2025 were selected as study subjects. All patients received radical concurrent chemoradiotherapy combined with pembrolizumab immunotherapy,the levels of TIM-3,PD-1,and macrophage polarization indicators were compared between patients with different treatment responses. The levels of TIM-3 and PD-1 were also compared among patients with different clinicopathological characteristics. The influence of macrophage polarization indicators on the levels of TIM-3 and PD-1 was investigated using multiple linear regression analysis. A multivariate generalized linear mixed model (GLMM) was constructed to analyze the effects of TIM-3 and PD-1 on immunotherapy efficacy. Receiver operator characteristic (ROC) curves were used to evaluate the predictive value of TIM-3 and PD-1 for immunotherapy efficacy. Restricted cubic spline analysis was performed to examine the dose-response relationship between TIM-3/PD-1 levels and immunotherapy efficacy. The Bootstrap method was used to analyze the mediating effect of macrophage polarization indicators on the relationship between TIM-3/PD-1 levels and immunotherapy efficacy. Results The overall efficiency rate among 111 patients was 73.87% (82/111). There were statistically significant differences in the levels of TIM-3,PD-1,CD68,CD163,Arg-1,iNOS of peripheral blood and tumor tissues between effective (n=82) and ineffective patients (n=29) (all P<0.001). There were statistically significant differences in the levels of TIM-3 and PD-1 of peripheral blood between patients with and without lymph node metastasis (Z=-1.97,P=0.049; Z=2.02,P=0.043); there were statistically significant differences in the levels of PD-1 of peripheral blood between patients with different differentiation degrees (Z=2.59,P=0.010); there were statistically significant differences in the levels of TIM-3 of peripheral blood between patients at different International Federation of Gynecology and Obstetrics (FIGO) stages (H=6.65,P=0.036). There were statistically significant differences in the levels of TIM-3 and PD-1 of tumor tissue between patients with and without lymph node metastasis,as well as among patients with different maximum tumor diameters (Z=-2.52,P=0.012; Z=2.53,P=0.011; Z=-2.83,P=0.005; Z=2.10,P=0.036); there were statistically significant differences in the levels of TIM-3 of tumor tissue between patients with varying depths of infiltration (Z=-2.43,P=0.015). After adjusting for other covariates,CD68 (β=1.16,P=0.017; β=1.12,P=0.016),CD163 (β=1.84,P<0.001; β=2.05,P<0.001),Arg-1 (β=1.92,P<0.001; β=1.70,P<0.001),and iNOS (β=-1.59,P<0.001; β=-1.69,P=0.012) were linearly associated with TIM-3 and PD-1 levels of peripheral blood,the trends in CD68,CD163,Arg-1,iNOS and the levels of TIM-3 and PD-1 of tumor tissue were consistent with those in peripheral blood. Medium and high levels of TIM-3 and PD-1 of peripheral blood and tumor tissue were independent risk factors for inefficacy of immunotherapy in cervical cancer (all P<0.05). The area under the curves (AUCs) for predicting the ineffectiveness of immunotherapy in cervical cancer by the levels of TIM-3 and PD-1 of peripheral blood were 0.80 and 0.84,respectively; the AUCs for the levels of TIM-3 and PD-1 of tumor tissues were 0.86 and 0.91,respectively. The AUCs for the combined peripheral blood indicators (TIM-3+PD-1),the combined tumor tissue indicators (TIM-3+PD-1),and the total combined (all indicators from peripheral blood+tumor tissue) were 0.95,0.96,and 0.98,respectively. The total combined predicted AUC was higher than that of other indicators (Z=6.26,P<0.001; Z=6.04,P=0.001; Z=5.49,P=0.006; Z=5.11,P=0.010; Z=4.21,P=0.019; Z=3.43,P=0.025). There was a nonlinear dose-response relationship between the levels of TIM-3 and PD-1 in peripheral blood and tumor tissue and immunotherapy inefficacy in cervical cancer. The lowest risk points were 4.78%,15.61%,and 2.87,3.29 points,respectively. The results of the mediation analysis indicated that CD68,CD163,Arg-1,and iNOS played a mediating role in the relationship between the levels of TIM-3 and PD-1 in peripheral blood and tumor tissue and the efficacy of immunotherapy in cervical cancer. Conclusions The levels of TIM-3 and PD-1 in peripheral blood and tumor tissue are higher in patients with ineffective immunotherapy for cervical cancer than those in responders,and their high levels are independent risk factors for immunotherapy inefficacy. The macrophage polarization indicators CD68,CD163,Arg-1,iNOS have a linear correlation with the levels of TIM-3 and PD-1,and they play a mediating regulatory role in the relationship between TIM-3,PD-1 and the efficacy of immunotherapy.

Key words: Uterine cervical neoplasms, Treatment outcome, Programmed death-1, Macrophage polarization