Changes in serial multiparametric MRI and FDG-PET/CT functional imaging during radiation therapy can predict treatment response in patients with head and neck cancer

被引:7
作者
Trada, Yuvnik [1 ,2 ]
Keall, Paul [2 ,3 ]
Jameson, Michael [4 ,5 ]
Moses, Daniel [2 ,6 ,7 ]
Lin, Peter [8 ,9 ]
Chlap, Phillip [10 ,11 ,12 ]
Holloway, Lois [10 ,11 ,12 ]
Min, Myo [13 ,14 ,15 ]
Forstner, Dion [4 ,5 ]
Fowler, Allan [10 ]
Lee, Mark T. [10 ,11 ]
机构
[1] Calvary Mater Newcastle, Dept Radiat Oncol, Edith St, Waratah, NSW 2298, Australia
[2] Univ Sydney, Sydney Med Sch, Fac Med & Hlth, Sydney, NSW, Australia
[3] Univ Sydney, ACRF Image X Inst, Sydney, NSW, Australia
[4] GenesisCare St Vincents Hosp, Sydney, NSW, Australia
[5] Univ Sydney, Fac Med, St Vincents Clin Sch, Sydney, NSW, Australia
[6] Univ New South Wales, Fac Engn, Grad Sch Biomed Engn, Sydney, NSW, Australia
[7] Prince Wales Hosp, Dept Med Imaging, Randwick, NSW, Australia
[8] Liverpool Hosp, Dept Nucl Med & PET, Liverpool, NSW, Australia
[9] Western Sydney Univ, Sch Med, Sydney, NSW, Australia
[10] Liverpool Hosp, Canc Therapy Ctr, Dept Radiat Oncol, Liverpool, NSW, Australia
[11] Univ New South Wales, Sch Med, South Western Clin Sch, Sydney, NSW, Australia
[12] Ingham Inst Appl Med Res, Liverpool, NSW, Australia
[13] Sunshine Coast Univ Hosp, Birtinya, Qld, Australia
[14] Sunshine Coast Univ Hosp, Sunshine Coast, Qld, Australia
[15] Griffith Univ, Sunshine Coast, Qld, Australia
关键词
Biomarker; Radiotherapy; Head and neck neoplasms; Magnetic resonance imaging; Fluorodeoxyglucose F18; SQUAMOUS-CELL CARCINOMA; DIFFUSION-WEIGHTED MRI; DELINEATION; GUIDELINES; PARAMETERS; LARYNGEAL; TUMORS;
D O I
10.1007/s00330-023-09843-2
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 test if tumour changes measured using combination of diffusion-weighted imaging (DWI) MRI and FDG-PET/CT performed serially during radiotherapy (RT) in mucosal head and neck carcinoma can predict treatment response.Methods Fifty-five patients from two prospective imaging biomarker studies were analysed. FDG-PET/CT was performed at baseline, during RT (week 3), and post RT (3 months). DWI was performed at baseline, during RT (weeks 2, 3, 5, 6), and post RT (1 and 3 months). The ADC(mean) from DWI and FDG-PET parameters SUVmax, SUVmean, metabolic tumour volume (MTV), and total lesion glycolysis (TLG) were measured. Absolute and relative change (%?) in DWI and PET parameters were correlated to 1-year local recurrence. Patients were categorised into favourable, mixed, and unfavourable imaging response using optimal cut-off (OC) values of DWI and FDG-PET parameters and correlated to local control.Results The 1-year local, regional, and distant recurrence rates were 18.2% (10/55), 7.3% (4/55), and 12.7% (7/55), respectively. ? Week 3 ADC(mean) (AUC 0.825, p = 0.003; OC ? > 24.4%) and ?MTV (AUC 0.833, p = 0.001; OC ? > 50.4%) were the best predictors of local recurrence. Week 3 was the optimal time point for assessing DWI imaging response. Using a combination of ?ADC(mean) and ?MTV improved the strength of correlation to local recurrence (p = 0.001). In patients who underwent both week 3 MRI and FDG-PET/CT, significant differences in local recurrence rates were seen between patients with favourable (0%), mixed (17%), and unfavourable (78%) combined imaging response.Conclusions Changes in mid-treatment DWI and FDG-PET/CT imaging can predict treatment response and could be utilised in the design of future adaptive clinical trials.
引用
收藏
页码:8788 / 8799
页数:12
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