18F-FDG PET/CT代谢体积参数对复发性宫颈癌的预后预测及其与外周血NLR、PLR相关性的研究

Prognostic prediction of 18F-FDG PET/CT metabolic volume parameters for recurrent cervical cancer and its correlation with peripheral blood NLR and PLR

  • 摘要:
    目的 探讨18F-氟脱氧葡萄糖(FDG) PET/CT代谢体积参数肿瘤代谢体积(MTV)和病灶糖酵解总量(TLG)对复发性宫颈癌患者生存预后预测的价值,以及其与外周血中性粒细胞与淋巴细胞比值(NLR)、血小板与淋巴细胞比值(PLR)的关系。
    方法 回顾性分析2014年1月至2020年12月在蚌埠医学院第一附属医院行18F-FDG PET/CT检查并被纳入研究的50例复发性宫颈癌患者中位年龄为52(45,66)岁的临床资料和影像资料,得到最大标准化摄取值(SUVmax)和阈值为40% SUVmax、50% SUVmax时的体积参数:全身MTV40% (wbMTV40%)、wbMTV50%和全身TLG40% (wbTLG40%)、wbTLG50%。评价这些18F-FDG PET/CT代谢体积参数与无进展生存率(PFS)和总生存率(OS)的关系,以及其与外周血NLR、PLR的相关性。根据有无再次复发和死亡危险将患者分为无再次复发、再次复发和死亡3组。对患者的FIGO分期(Ⅰ+Ⅱ对Ⅲ+Ⅳ)、病理类型(鳞癌对腺癌)、复发部位(盆腔复发对远处复发)、初始治疗时的放射治疗(是对否)、复发后治疗(手术对非手术)和复发时的年龄(≥60.0岁对<60.0岁)进行危险分组;而患者的连续变量(NLR、PLR和18F-FDG PET/CT代谢体积参数)则根据最佳临界值分为高、低组。采用Chi-square检验分析分类变量在各组间的差异。采用受试者工作特征曲线评估18F-FDG PET/CT代谢体积参数对PFS及OS的预测效能并确定最佳临界值;再用Youden指数分析判定最佳临界值,进而确定最佳18F-FDG PET/CT代谢体积参数。采用Kaplan-Meier法绘制预测患者PFS及OS的生存曲线,采用Log-rank法对组间生存曲线进行检验。采用Cox回归模型对复发性宫颈癌患者各项可能的预后因素进行单因素和多因素分析。将单因素分析中P<0.05的变量纳入多因素回归分析中,得到PFS和OS的独立预测因素。采用Spearman相关分析法分析18F-FDG PET/CT代谢体积参数与外周血NLR、PLR的相关性。
    结果 所有患者初始的治疗方法在有无再次复发和死亡危险分组之间的差异有统计学意义(χ2=26.386,P=0.003),与无再次复发组的患者相比,再次复发和死亡组患者的PLR升高,且差异有统计学意义(χ2=29.528,P=0.001)。wbMTV50%对PFS和OS的预测效能高于其他代谢参数,其预测PFS的临界值为25.24 cm3,曲线下面积(AUC)=0.753(95%CI:0.611~0.864,P=0.009);其预测OS的临界值为27.36 cm3,AUC=0.780(95%CI:0.640~0.885,P<0.001)。PLR预测PFS的临界值为188.2,AUC=0.708(95%CI:0.562~0.868,P=0.037),灵敏度为87.5%,特异度为50.5%;PLR预测OS的临界值为213.5,AUC=0.678(95%CI:0.531~0.803,P=0.021),灵敏度为62.1%,特异度为76.0%。Cox多因素分析结果显示,wbMTV50%(HR=0.260,P=0.003)、PLR(HR=0.380,P=0.031)和初始治疗时的放射治疗(HR=0.209,P=0.014)是PFS的独立预测因素,同时wbMTV50%(HR=0.103,P<0.001)和PLR(HR=0.240,P=0.012)也是OS的独立预测因素。SUVmax、wbTLG40%、wbTLG50%与NLR和PLR呈中度相关(r=0.475、0.542、0.548、0.532、0.599、0.606,均P<0.001),而wbMTV40%、wbMTV50%与NLR和PLR呈中度至高度相关(r=0.715、0.629、0.766、0.642,均P<0.001)。在相同阈值下,wbMTV与NLR和PLR的相关系数大于wbTLG。
    结论 18F-FDG PET/CT代谢体积参数wbMTV50%是复发性宫颈癌患者PFS和OS的独立预测因素,与外周血NLR、PLR相关,可作为复发性宫颈癌预后的预测指标,为其个体化治疗提供有价值的信息。

     

    Abstract:
    Objective To investigate the value of 18F-fluorodeoxyglucose (FDG) PET/CT metabolic volume parameters metabolic tumor volume (MTV) and total lesion glycolysis (TLG) in predicting the survival and prognosis prediction of patients with recurrent cervical cancer and their relationship with peripheral blood neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR).
    Methods The clinical and imaging data of 50 patients (the median age was 52 (45, 66) years) with recurrent cervical cancer who underwent 18F-FDG PET/CT whole body imaging at the First Affiliated Hospital of Bengbu Medical College from January 2014 to December 2020 were retrospectively analyzed. The volume parameters with maximum standard uptake value (SUVmax) and SUVmax thresholds of 40% and 50% were obtained: whole body MTV40% (wbMTV40%), wbMTV50% and whole body TLG40% (wbTLG40%), wbTLG50%. To evaluate the relationship between these 18F-FDG PET/CT metabolic volume parameters and progression free survival (PFS) and overall survival (OS), as well as the correlation with peripheral blood NLR and PLR. Patients were divided into three groups based on whether they had recurrence and the risk of death: non recurrence, recurrence, and death. For survival analysis, the patients were divided into risk groups based on their FIGO stage (Ⅰ+Ⅱ vs. Ⅲ+Ⅳ), pathological type (squamous cell carcinoma vs. adenocarcinoma), location of recurrence (pelvic recurrence vs. distant recurrence), initial treatment with radiotherapy (Yes vs. No), postoperative treatment (surgery vs. non surgery), and age at the time of recurrence (≥ 60.0 years vs. <60.0 years). The continuous variables of patients (NLR, PLR, and 18F-FDG PET/CT metabolic volume parameters) were divided into high and low groups based on the optimal threshold. Chi-square test was used to analyze the differences between groups of categorical variables. Receiver operating characteristic curve was used to evaluate the predictive effect of 18F-FDG PET/CT metabolic volume parameters on PFS and OS and determine the optimal critical value. Youden index method was used to determine the optimal critical value, and the optimal 18F-FDG PET/CT metabolic parameters were then determined. Kaplan-Meier method was used to draw the survival curves of PFS and OS, and Log-rank method was used to test the inter-group survival curve. Cox regression model was used to conduct univariate and multivariate analysis of various possible prognostic factors in patients with recurrent cervical cancer. The independent predictors of PFS and OS were obtained by incorporating P<0.05 variables from a single factor analysis into a multivariate regression analysis. The correlation between 18F-FDG PET/CT metabolic parameters and peripheral blood NLR and PLR was analyzed by Spearman correlation analysis.
    Results There was a statistically significant difference between the groups with or without relapse and the risk of death in the initial treatment of all patients (χ2=26.386, P=0.003). Compared with patients in the non recurrence group, patients in the recurrence and death groups had a significant increase in PLR, and the difference was statistically significant (χ2=29.528, P=0.001). WbMTV50% had higher predictive power for PFS and OS than other metabolic parameters, with a critical value of 25.24 cm3 and an area under curve (AUC) of 0.753 (95%CI: 0.611 to 0.864, P=0.009) for PFS prediction. The critical value of wbMTV50% for predicting OS was 27.36 cm3, AUC=0.780 (95%CI: 0.640 to 0.885, P<0.001). The critical value of PLR for predicting PFS was 188.2, AUC=0.708 (95%CI: 0.562 to 0.868, P=0.037), sensitivity was 87.5%, and specificity was 50.5%. The critical value of PLR for predicting OS was 213.5, AUC=0.678 (95%CI: 0.531 to 0.803, P=0.021), sensitivity was 62.1%, and specificity was 76.0%. Cox multivariate analysis showed that wbMTV50% (HR=0.260, P=0.003), PLR (HR=0.380, P=0.031) and radiotherapy at initial treatment (HR=0.209, P=0.014) were independent predictors of PFS, whereas wbMTV50% (HR=0.103, P<0.001) and PLR (HR=0.240, P=0.012) were also independent predictors of OS. SUVmax, wbTLG40% and wbTLG50% were moderately correlated with NLR and PLR (r=0.475, 0.542, 0.548, 0.532, 0.599, 0.606; all P<0.001), whereas wbMTV40% and wbMTV50% were moderately to highly correlated with NLR and PLR (r=0.715, 0.629, 0.766, 0.642; all P<0.001). Under the same threshold, the correlation coefficient of wbMTV with NLR and PLR is greater than that of wbTLG.
    Conclusions 18F-FDG PET/CT metabolic volume parameter wbMTV50% is an independent predictor of PFS and OS in patients with recurrent cervical cancer, which is related to peripheral blood NLR and PLR. It can be used as a predictor of the prognosis of recurrent cervical cancer and provide valuable information for the individualized treatment of recurrent cervical cancer.

     

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