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Combining the radiomic features and traditional parameters of 18F-FDG PET with clinical profiles to improve prognostic stratification in patients with esophageal squamous cell carcinoma treated with neoadjuvant chemoradiotherapy and surgery

Authors :
Sheng-Chieh Chan
Ling-Yi Wang
Kun-Han Lue
Bee-Song Chang
Dai-Wei Liu
Sung-Chao Chu
Yu-Hung Chen
Yin-Kai Chao
Shu-Hsin Liu
Source :
Annals of Nuclear Medicine. 33:657-670
Publication Year :
2019
Publisher :
Springer Science and Business Media LLC, 2019.

Abstract

To investigate the role of the traditional and radiomic parameters of 18F-FDG PET for predicting the outcomes of patients with esophageal squamous cell carcinoma (SqCC). Forty-four patients with primary esophageal SqCC who underwent neoadjuvant chemoradiotherapy (CCRT) followed by esophagectomy (tri-modality treatment) were retrospectively analyzed. All patients underwent 18F-FDG PET/CT before and after neoadjuvant CCRT. The radiomic features were calculated using the pre-treatment PET scan. Pre-treatment radiomic features and changes in the PET-derived traditional parameters after neoadjuvant CCRT were analyzed according to the pathological response to esophagectomy, disease-free survival (DFS), and overall survival (OS). We further developed a scoring system based on the independent survival prognosticators and compared our model to the traditional TNM staging system and surgical pathology. A pre-treatment primary tumor histogram entropy ≥ 3.69 predicts an unfavorable response to neoadjuvant CCRT (OR = 19.25, p = 0.009). An SUVmax reduction ratio ≤ 0.76, a pre-treatment primary tumor code similarity ≤ 0.0235, and incomplete pathological remission were independently associated with poor OS (p = 0.019, 0.033, and 0.038, respectively) and DFS (p = 0.049, 0.021, and 0.009, respectively). The three survival prognosticators were used to construct a scoring system (score 0–1, 2, and 3). Patients with a score of 2 or 3 had a significantly worse survival outcome than those with a score of 0–1 (HRs for OS: 3.58 for score 2, and 15.19 for score 3, p

Details

ISSN :
18646433 and 09147187
Volume :
33
Database :
OpenAIRE
Journal :
Annals of Nuclear Medicine
Accession number :
edsair.doi...........8b859b06a33e478488dcfac3d5bd409b