Multiparametric functional MRI and18F-FDG-PET for survival prediction in patients with head and neck squamous cell carcinoma treated with (chemo)radiation

被引:36
作者
Martens, Roland M. [1 ]
Koopman, Thomas [1 ]
Lavini, Cristina [2 ]
Ali, Meedie [1 ]
Peeters, Carel F. W. [3 ]
Noij, Daniel P. [1 ]
Zwezerijnen, Gerben [1 ]
Marcus, J. Tim [1 ]
Vergeer, Marije R. [4 ]
Leemans, C. Rene [5 ]
de Bree, Remco [6 ]
de Graaf, Pim [1 ]
Boellaard, Ronald [1 ]
Castelijns, Jonas A. [1 ]
机构
[1] Amsterdam UMC, Dept Radiol & Nucl Med, De Boelelaan 1117, Amsterdam, Netherlands
[2] Amsterdam UMC, Dept Radiol & Nucl Med, Meibergdreef 9, Amsterdam, Netherlands
[3] Amsterdam UMC, Dept Epidemiol & Biostat, De Boelelaan 1117, Amsterdam, Netherlands
[4] Amsterdam UMC, Dept Radiat Oncol, De Boelelaan 1117, Amsterdam, Netherlands
[5] Amsterdam UMC, Dept Otolaryngol Head & Neck Surg, De Boelelaan 1117, Amsterdam, Netherlands
[6] Univ Med Ctr Utrecht, Dept Head & Neck Surg Oncol, Heidelberglaan 100, Utrecht, Netherlands
关键词
Squamous cell carcinoma of head and neck; Diffusion magnetic resonance imaging; Magnetic resonance imaging; Positron emission tomography computed tomography; Survival analysis; HUMAN-PAPILLOMAVIRUS STATUS; DIFFUSION-WEIGHTED MRI; CONTRAST-ENHANCED MRI; FDG PET/CT; PROGNOSTIC-SIGNIFICANCE; ORAL-CAVITY; DCE-MRI; CANCER; OROPHARYNGEAL; PARAMETERS;
D O I
10.1007/s00330-020-07163-3
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Objectives To assess (I) correlations between diffusion-weighted (DWI), intravoxel incoherent motion (IVIM), dynamic contrast-enhanced (DCE) MRI, and(18)F-FDG-PET/CT imaging parameters capturing tumor characteristics and (II) their predictive value of locoregional recurrence-free survival (LRFS) and overall survival (OS) in patients with head and neck squamous cell carcinoma (HNSCC) treated with (chemo)radiotherapy. Methods Between 2014 and 2018, patients with histopathologically proven HNSCC, planned for curative (chemo) radiotherapy, were prospectively included. Pretreatment clinical, anatomical, and functional imaging parameters (obtained by DWI/IVIM, DCE-MRI, and(18)F-FDG-PET/CT) were extracted for primary tumors (PT) and lymph node metastases. Correlations and differences between parameters were assessed. The predictive value of LRFS and OS was assessed, performing univariable, multivariable Cox and CoxBoost regression analyses. Results In total, 70 patients were included. Significant correlations between(18)F-FDG-PET parameters and DWI-/DCE volume parameters were found (r > 0.442,p < 0.002). The combination of HPV (HR = 0.903), intoxications (HR = 1.065), PT ADC(GTV)(HR = 1.252), K-trans(HR = 1.223), and V-e(HR = 1.215) was predictive for LRFS (C-index = 0.546;p = 0.023). N-stage (HR = 1.058), HPV positivity (HR = 0.886), hypopharyngeal tumor location (HR = 1.111), ADC(GTV)(HR = 1.102), ADC(mean)(HR = 1.137), D* (HR = 0.862), K-trans(HR = 1.106), V-e(HR = 1.195), SUVmax(HR = 1.094), and TLG (HR = 1.433) were predictive for OS (C-index = 0.664;p = 0.046). Conclusions Functional imaging parameters, performing DWI/IVIM, DCE-MRI, and(18)F-FDG-PET/CT, yielded complementary value in capturing tumor characteristics. More specific, intoxications, HPV-negative status, large tumor volume-related parameters, high permeability (K-trans), and high extravascular extracellular space (V-e) parameters were predictive for adverse locoregional recurrence-free survival and adverse overall survival. Low cellularity (high ADC) and high metabolism (high SUV) were additionally predictive for decreased overall survival. These different predictive factors added to estimated locoregional and overall survival.
引用
收藏
页码:616 / 628
页数:13
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