Objective Identification of imaging prognostic parameters for early therapy personalisation to reduce treatment-related morbidity in paediatric Hodgkin lymphoma (HL). Our aim was to evaluate quantitative markers from baseline 2-[F-18]fluoro-2-deoxy-d-glucose PET/CT as prognostic factors for treatment outcomes. Another goal was assessing the prognostic value of Deauville score at interim PET/CT. Methods Twenty-one patients were prospectively enrolled. Median age was 12 years (range 6-17); 13 were female. Patients underwent PET/CT for disease staging (bPET), at the end of two cycles of chemotherapy (iPET) and after chemotherapy. A total of 173 lesions were segmented from bPET. We calculated 51 texture features for each lesion. Total metabolic tumour volume and total lesion glycolysis from bPET were calculated for response prediction at iPET. Univariate and multivariate analyses were used for optimal cut-off values to separate responders at iPET according to the Deauville score. Results We identified four texture features as possible independent predictors of treatment outcomes at iPET. The areas under the ROC for univariate analysis were 0.89 (95% CI, 0.75-1), 0.82 (95% CI, 0.64-1), 0.79 (95% CI, 0.59-0.99) and 0.89 (95% CI, 0.75-1). The survival curves for patients assigned Deauville scores 1, 2, 3 and X were different from those assigned a score 4, with 4-year progression free-survival (PFS) rates of 85 versus 29%, respectively (P = 0.05). Conclusions We found four textural features as candidates for predicting early response to chemotherapy in paediatric patients with HL. The Deauville score at iPET was useful for differentiating PFS rates.
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Buddhist Tzu Chi Gen Hosp, Dept Nucl Med, 707,Sec 3,Chung Yang Rd, Hualien 97002, Taiwan
Natl Tsing Hua Univ, Dept Biomed Engn & Environm Sci, Hsinchu, TaiwanBuddhist Tzu Chi Gen Hosp, Dept Nucl Med, 707,Sec 3,Chung Yang Rd, Hualien 97002, Taiwan
Lue, Kun-Han
Wu, Yi-Feng
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Buddhist Tzu Chi Gen Hosp, Dept Hematol & Oncol, Hualien, TaiwanBuddhist Tzu Chi Gen Hosp, Dept Nucl Med, 707,Sec 3,Chung Yang Rd, Hualien 97002, Taiwan
Wu, Yi-Feng
Liu, Shu-Hsin
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Buddhist Tzu Chi Gen Hosp, Dept Nucl Med, 707,Sec 3,Chung Yang Rd, Hualien 97002, Taiwan
Tzu Chi Univ Sci & Technol, Dept Med Imaging & Radiol Sci, Hualien, TaiwanBuddhist Tzu Chi Gen Hosp, Dept Nucl Med, 707,Sec 3,Chung Yang Rd, Hualien 97002, Taiwan
Liu, Shu-Hsin
Hsieh, Tsung-Cheng
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Tzu Chi Univ, Inst Med Sci, Hualien, TaiwanBuddhist Tzu Chi Gen Hosp, Dept Nucl Med, 707,Sec 3,Chung Yang Rd, Hualien 97002, Taiwan
Hsieh, Tsung-Cheng
Chuang, Keh-Shih
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Natl Tsing Hua Univ, Dept Biomed Engn & Environm Sci, Hsinchu, TaiwanBuddhist Tzu Chi Gen Hosp, Dept Nucl Med, 707,Sec 3,Chung Yang Rd, Hualien 97002, Taiwan
Chuang, Keh-Shih
Lin, Hsin-Hon
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Natl Tsing Hua Univ, Dept Biomed Engn & Environm Sci, Hsinchu, Taiwan
Chang Gung Mem Hosp, Dept Radiat Oncol, Taoyuan, Taiwan
Chang Gung Univ, Med Phys Res Ctr, Inst Radiol Res, Chang Gung Mem Hosp, 259,Wenhua 1st Rd, Taoyuan 33302, TaiwanBuddhist Tzu Chi Gen Hosp, Dept Nucl Med, 707,Sec 3,Chung Yang Rd, Hualien 97002, Taiwan
Lin, Hsin-Hon
Chen, Yu-Hung
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Buddhist Tzu Chi Gen Hosp, Dept Nucl Med, 707,Sec 3,Chung Yang Rd, Hualien 97002, TaiwanBuddhist Tzu Chi Gen Hosp, Dept Nucl Med, 707,Sec 3,Chung Yang Rd, Hualien 97002, Taiwan