Texture analysis of 18F-FDG PET/CT to predict tumour response and prognosis of patients with esophageal cancer treated by chemoradiotherapy

Eur J Nucl Med Mol Imaging. 2017 Feb;44(2):206-214. doi: 10.1007/s00259-016-3506-2. Epub 2016 Sep 10.

Abstract

Purpose: This retrospective study was done to examine whether the heterogeneity in primary tumour F-18-fluorodeoxyglucose (18F-FDG) distribution can predict tumour response and prognosis of patients with esophageal cancer treated by chemoradiotherapy (CRT).

Methods: The enrolled 52 patients with esophageal cancer underwent 18F-FDG-PET/CT studies before CRT. SUVmax, SUVmean, metabolic tumour volume (MTV, SUV ≥ 2.5), total lesion glycolysis (TLG) and six heterogeneity parameters assessed by texture analysis were obtained. Patients were classified as responders or non-responders according to Response Evaluation Criteria in Solid Tumors. Progression-free survival (PFS) and overall survival (OS) were calculated by the Kaplan-Meier method. Prognostic significance was assessed by Cox proportional hazards analysis.

Results: Thirty four non-responders showed significantly higher MTV (p = 0.006), TLG (p = 0.007), intensity variability (IV; p = 0.003) and size-zone variability (SZV; p = 0.004) than 18 responders. The positive and negative predictive values for non-responders were 77 % and 69 % in MTV, 76 % and 100 % in TLG, 78 % and 67 % in IV and 78 % and 82 % in SZV, respectively. Although PFS and OS were significantly shorter in patients with high MTV (PFS, p = 0.018; OS, p = 0.014), TLG (PFS, p = 0.009; OS, p = 0.025), IV (PFS, p = 0.013; OS, p = 0.007) and SZV (PFS, p = 0.010; OS, p = 0.007) at univariate analysis, none of them was an independent factor, while lymph node status, stage and tumour response status were independent factors at multivariate analysis.

Conclusion: Texture features IV and SZV, and volumetric parameters MTV and TLG can predict tumour response, but all of them have limited value in prediction of prognosis of patients with esophageal cancer treated by CRT.

Keywords: 18F-FDG PET/CT; Esophageal cancer; MTV; TLG; Texture analysis.

MeSH terms

  • Aged
  • Aged, 80 and over
  • Algorithms
  • Chemoradiotherapy / methods*
  • Esophageal Neoplasms / diagnostic imaging*
  • Esophageal Neoplasms / pathology
  • Esophageal Neoplasms / therapy*
  • Female
  • Fluorodeoxyglucose F18*
  • Humans
  • Image Enhancement / methods
  • Image Interpretation, Computer-Assisted / methods
  • Male
  • Middle Aged
  • Outcome Assessment, Health Care / methods
  • Pattern Recognition, Automated / methods
  • Positron Emission Tomography Computed Tomography / methods*
  • Positron Emission Tomography Computed Tomography / statistics & numerical data
  • Radiopharmaceuticals
  • Reproducibility of Results
  • Retrospective Studies
  • Sensitivity and Specificity
  • Treatment Outcome
  • Tumor Burden / drug effects*

Substances

  • Radiopharmaceuticals
  • Fluorodeoxyglucose F18