Tumor Asphericity in FDG PET Is an Independent Prognostic Parameter Improving Risk Stratification in Patients with Head and Neck Squamous Cell Carcinoma

Patrick Hausmann, Sebastian Zschaeck, Christian Furth, Pavel Nikulin, Paulina Cegla, Siyer Roohani, Elia Lombardo, Joanna Kazmierska, Nathalie L. Albert, Adrien Holzgreve, Iosif Strouthos, Claus Belka, Guillaume Landry, Witold Cholewinski, Jorg Kotzerke, Michael Baumann, Mechthild Krause, Daniel Zips, Jörg van den Hoff, Frank Hofheinz
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Abstract

Tumor asphericity in 18F-FDG PET is a prognostic marker that has been investigated in small pilot studies of patients with head and neck squamous cell carcinoma (HNSCC). Here, we investigated the prognostic role of asphericity in a large multicenter database of patients with HNSCC treated with primary radiotherapy or chemoradiation and assessed its independent prognostic value. Methods: In total, 1,104 patients were included in this analysis. All received pretreatment 18F-FDG PET scans. Clinical risk factors were evaluated, and quantitative PET parameters SUVmax, metabolic tumor volume (MTV), total lesion glycolysis, and asphericity were calculated. Primary study endpoints were overall survival (OS) and locoregional control (LRC). Uni- and multivariate Cox regression analyses were performed. Additionally, asphericity was combined with the best-established quantitative PET parameter of MTV, and the combinatory approach of using asphericity and MTV was compared with the use of only asphericity or MTV by bootstrap analyses. Results: Asphericity showed only a modest correlation with the established PET parameters of MTV, SUVmax, and total lesion glycolysis. On univariate testing asphericity was strongly associated with the outcome of patients (LRC and OS with P < 0.001). In multivariate testing of all imaging parameters that were not highly correlated, both MTV and asphericity showed a significant association with LRC (P < 0.001 for MTV and P = 0.021 for asphericity) and OS (P < 0.001 for MTV and asphericity). Asphericity and MTV were binarized and combined for risk stratification, and the prognostic value of the combination was compared with the prognostic value of individual parameters. Bootstrapping revealed significantly better performance by the combinatory approach when compared with MTV (P = 0.012 for LRC and P < 0.001 for OS) and asphericity with regard to OS (P < 0.001) but not for LRC (P = 0.53). Conclusion: We were able to show that asphericity bears independent prognostic value and significantly improves risk stratification when combined with MTV in a comprehensive retrospective cohort of HNSCC patients.

FDG PET检测肿瘤非球形度是改善头颈部鳞状细胞癌患者风险分层的独立预后参数
在头颈部鳞状细胞癌(HNSCC)患者的小型试点研究中,18F-FDG PET检测的肿瘤非球形是一种预后标志物。在这里,我们在一个大型多中心数据库中研究了非球形性在接受原发性放疗或放化疗的HNSCC患者中的预后作用,并评估了其独立的预后价值。方法:共纳入1104例患者。所有患者均接受18F-FDG PET扫描预处理。评估临床危险因素,计算定量PET参数SUVmax、代谢肿瘤体积(MTV)、病灶糖酵解总量和非球形度。主要研究终点是总生存期(OS)和局部区域控制(LRC)。进行单因素和多因素Cox回归分析。此外,将非球度与MTV的最佳定量PET参数相结合,并通过自举分析比较了非球度和MTV的组合方法与仅使用非球度或MTV的组合方法。结果:非球形度与已建立的PET参数MTV、SUVmax和病变糖酵解总量只有适度的相关性。在单变量检验中,非球形与患者的预后(LRC和OS)密切相关;0.001)。在所有不高度相关的成像参数的多变量测试中,MTV和非球面性都显示出与LRC的显著关联(P <;MTV为0.001,非球面为P = 0.021)和OS (P <;0.001对于MTV和非球面)。将非球面性和MTV二值化合并进行风险分层,并将组合的预后值与单项参数的预后值进行比较。与MTV相比,组合方法的Bootstrapping显示出显著更好的性能(LRC和P <的P = 0.012;0.001对于OS)和非球面对于OS (P <;0.001),但LRC没有(P = 0.53)。结论:我们能够证明非球形具有独立的预后价值,并且在综合回顾性HNSCC患者队列中,与MTV联合可显著改善风险分层。
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