整合预处理18F-FDG PET-CT参数、外周血指标及临床特征预测新转移性鼻咽癌化疗加免疫治疗结果

IF 4.8 2区 医学 Q1 OTORHINOLARYNGOLOGY
Rhinology Pub Date : 2025-04-14 DOI:10.4193/Rhin24.547
L-W Gu, Y-C Li, S-Y Xue, B-B Xiao, D-X Wen, L-P Wu, X Zhang, L-Q Tang, L Guo, L-T Liu
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引用次数: 0

摘要

背景:建立基于预处理18F-FDG PET-CT放射组学参数、外周血指标和临床特征的预后图,对接受免疫化疗的新发转移性鼻咽癌(dmNPC)患者进行危险分层。方法:将符合条件的患者随机分为训练组(183例)和验证组(79例)。最小绝对收缩和选择算子回归用于变量选择。进行多变量Cox回归分析以确定无进展生存期(PFS)的独立预后因素。采用一致性指数(C-index)和校正曲线对nomogram进行预测准确度和判别能力的测定。结果:多因素Cox分析显示,病灶总糖酵解、转移数、eb病毒DNA、n分期、乳酸脱氢酶和总胆红素是PFS的独立预测因子,并可用于建立一个nomogram,将患者分为低危组和高危组。预测疾病进展的nomogram C-index为0.75,显著高于TNM分期和EBV DNA的C-index。然后根据计算的分数将患者分为低危组和高危组。低危组的中位PFS明显高于高危组。结论:所建立的结合PET-CT参数、外周血指标及临床特征的nomogram预后图能够准确预测化疗联合PD-1抑制剂治疗的dmNPC患者的预后,并为患者提供风险分层。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrating pretreatment 18F-FDG PET-CT parameters, peripheral blood indicators and clinical characteristics in predicting chemotherapy plus immunotherapy outcomes for de novo metastatic nasopharyngeal carcinoma.

Background: To develop a prognostic nomogram based on pretreatment 18F-FDG PET-CT radiomics parameters, peripheral blood indicators and clinical characteristics for risk stratification in patients with de novo metastatic nasopharyngeal carcinoma (dmNPC) receiving immunochemotherapy.

Methodology: The eligible patients were randomly divided into training (n=183) and validation (n=79) cohorts. Least absolute shrinkage and selection operator regression was used for variable selection. Multivariate Cox regression analysis was performed to identify independent prognostic factors for progression-free survival (PFS). The predictive accuracy and discriminative ability of the nomogram were determined with a concordance index (C-index) and calibration curve.

Results: Multivariate Cox analysis suggested that total lesion glycolysis, number of metastases, Epstein-Barr virus DNA, N-stage, lactate dehydrogenase, and total bilirubin were independent predictors of PFS and were used to develop a nomogram that could classify patients into low- and high-risk groups. The C-index of the nomogram for predicting disease progression was 0.75, which was significantly higher than the C-indices of the TNM stage and EBV DNA. The patients were then stratified into low- and high-risk groups based on the calculated scores. The median PFS was significantly higher in the low-risk group than in the high-risk group.

Conclusions: The proposed nomogram with PET-CT parameters, peripheral blood indicators and clinical characteristics resulted in accurate prognostic prediction for patients with dmNPC receiving chemotherapy plus PD-1 inhibitors and could provide risk stratification for these patients.

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来源期刊
Rhinology
Rhinology 医学-耳鼻喉科学
CiteScore
15.80
自引率
9.70%
发文量
135
审稿时长
6-12 weeks
期刊介绍: Rhinology serves as the official Journal of the International Rhinologic Society and is recognized as one of the journals of the European Rhinologic Society. It offers a prominent platform for disseminating rhinologic research, reviews, position papers, task force reports, and guidelines to an international scientific audience. The journal also boasts the prestigious European Position Paper in Rhinosinusitis (EPOS), a highly influential publication first released in 2005 and subsequently updated in 2007, 2012, and most recently in 2020. Employing a double-blind peer review system, Rhinology welcomes original articles, review articles, and letters to the editor.
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