Optimal gating compared to 3D and 4D PET reconstruction for characterization of lung tumours

Wouter van Elmpt*, James Hamill, Judson Jones, Dirk De Ruysscher, Philippe Lambin, Michel Ollers

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review


We investigated the added value of a new respiratory amplitude-based PET reconstruction method called optimal gating (OG) with the aim of providing accurate image quantification in lung cancer. FDG-PET imaging was performed in 26 lung cancer patients during free breathing using a 24-min list-mode acquisition on a PET/CT scanner. The data were reconstructed using three methods: standard 3D PET, respiratory-correlated 4D PET using a phase-binning algorithm, and OG. These datasets were compared in terms of the maximum SUV (SUVmax) in the primary tumour (main endpoint), noise characteristics, and volumes using thresholded regions of SUV 2.5 and 40% of the SUVmax. SUVmax values from the 4D method (13.7 +/- 5.6) and the OG method (14.1 +/- 6.5) were higher (4.9 +/- 4.8%, p <0.001 and 6.9 +/- 8.8%, p <0.001, respectively) than that from the 3D method (13.1 +/- 5.4). SUVmax did not differ between the 4D and OG methods (2.0 +/- 8.4%, p = NS). Absolute and relative threshold volumes did not differ between methods, except for the 40% SUVmax volume in which the value from the 3D method was lower than that from the 4D method (-5.3 +/- 7.1%, p = 0.007). The OG method exhibited less noise than the 4D method. Variations in volumes and SUVmax of up to 40% and 27%, respectively, of the individual gates of the 4D method were also observed. The maximum SUVs from the OG and 4D methods were comparable and significantly higher than that from the 3D method, yet the OG method was visibly less noisy than the 4D method. Based on the better quantification of the maximum and the less noisy appearance, we conclude that OG PET is a better alternative to both 3D PET, which suffers from breathing averaging, and the noisy images of a 4D PET.
Original languageEnglish
Pages (from-to)843-855
JournalEuropean Journal of Nuclear Medicine and Molecular Imaging
Issue number5
Publication statusPublished - May 2011


  • PET
  • Lung cancer
  • Respiratory motion
  • Respiratory gating
  • SUV


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