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基于 F-FDG PET/CT 最大标准摄取值和临床参数的列线图预测初诊结外鼻型自然杀伤/T 细胞淋巴瘤患者的无进展生存和总生存。

Nomograms based on SUVmax of F-FDG PET/CT and clinical parameters for predicting progression-free and overall survival in patients with newly diagnosed extranodal natural killer/T-cell lymphoma.

机构信息

Department of Nuclear Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Ave, Wuhan, 430022, China.

Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China.

出版信息

Cancer Imaging. 2021 Jan 8;21(1):9. doi: 10.1186/s40644-020-00379-y.

Abstract

BACKGROUND

The prognostic value of F-FDG PET/CT in extranodal natural killer/T-cell lymphoma (ENKTL) is not well established. We aimed to develop nomograms for individualized estimates of progression-free survival (PFS) and overall survival (OS) in patients with ENKTL using F-FDG PET/CT parameters and clinical parameters.

METHODS

A total of 171 patients with newly diagnosed ENKTL undergoing F-FDG PET/CT scanning were retrospectively analyzed. Nomograms were constructed according to multivariate Cox proportional hazards regression. The predictive and discriminatory capacities of the nomograms were then measured using the concordance index (C-index), calibration plots, and Kaplan-Meier curves. The C-index, the area under receiver operating characteristic (ROC) curve (AUC), and decision curve analysis (DCA) were used to contrast the predictive and discriminatory capacities of the nomograms against with the International Prognostic Index (IPI) and Korean Prognostic Index (KPI).

RESULTS

Multivariate analysis demonstrated that pretreatment SUVmax≥9.5, disease stage II and III-IV, elevated lactate dehydrogenase (LDH), and elevated β2-microglobulin (β2-MG) had the strongest association with unfavorable PFS and OS. In addition, hemoglobin (Hb) < 120 g/L had a tendency to be associated with PFS. Both nomogram models incorporated SUVmax, Ann Arbor stage, LDH, and β2-MG. The PFS nomogram also included Hb. The nomograms showed good prediction accuracies, with the C-indexes for PFS and OS were 0.729 and 0.736, respectively. The calibration plots for 3-year and 5-year PFS/OS reported good consistency between predicted and observed probabilities for survival time. The PFS and OS were significantly different according to tertiles of nomogram scores (p < 0.001). The C-index and AUCs of the nomograms were higher than that of IPI and KPI. Moreover, DCA showed that the predictive accuracy of the nomograms for PFS and OS were both higher than that of IPI and KPI.

CONCLUSIONS

This study established nomograms that incorporate pretreatment SUVmax and clinical parameters, which could be effective tools for individualized prognostication of both PFS and OS in patients with newly diagnosed ENKTL.

摘要

背景

氟代脱氧葡萄糖正电子发射断层扫描/计算机断层扫描(F-FDG PET/CT)在结外自然杀伤/T 细胞淋巴瘤(ENKTL)中的预后价值尚未得到充分确立。我们旨在利用 F-FDG PET/CT 参数和临床参数,为 ENKTL 患者制定个体化无进展生存(PFS)和总生存(OS)预测模型。

方法

回顾性分析了 171 例新诊断为 ENKTL 并接受 F-FDG PET/CT 扫描的患者。采用多变量 Cox 比例风险回归法构建预测模型。然后,通过一致性指数(C 指数)、校准图和 Kaplan-Meier 曲线来评估预测模型的预测和区分能力。采用 C 指数、受试者工作特征曲线(ROC)曲线下面积(AUC)和决策曲线分析(DCA),比较预测模型与国际预后指数(IPI)和韩国预后指数(KPI)的预测和区分能力。

结果

多因素分析表明,治疗前 SUVmax≥9.5、疾病分期 II 期和 III-IV 期、乳酸脱氢酶(LDH)升高和β2-微球蛋白(β2-MG)升高与 PFS 和 OS 不良最相关。此外,血红蛋白(Hb)<120g/L 与 PFS 有一定相关性。两个预测模型均包含 SUVmax、Ann Arbor 分期、LDH 和β2-MG。PFS 预测模型还包括 Hb。预测模型具有较好的预测精度,PFS 和 OS 的 C 指数分别为 0.729 和 0.736。3 年和 5 年 PFS/OS 的校准图显示,生存时间的预测概率与观察概率之间具有良好的一致性。根据预测模型评分的三分位数,PFS 和 OS 有显著差异(p<0.001)。预测模型的 C 指数和 AUC 均高于 IPI 和 KPI。此外,DCA 显示预测模型在预测 PFS 和 OS 方面的准确性均高于 IPI 和 KPI。

结论

本研究建立了包含治疗前 SUVmax 和临床参数的预测模型,可有效预测初诊 ENKTL 患者的 PFS 和 OS。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fda/7796613/4a96e9a283f9/40644_2020_379_Fig1_HTML.jpg

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