The use of deformable image registration to integrate diagnostic MRI into the radiotherapy planning pathway for head and neck cancer

Radiother Oncol. 2017 Feb;122(2):229-235. doi: 10.1016/j.radonc.2016.07.016. Epub 2016 Aug 3.

Abstract

Background and purpose: To assess the accuracy of gross tumour volume (GTV) delineation for head and neck squamous cell carcinoma (HNSCC) using a diagnostic position MRI (MRI-D) deformably registered to the planning CT (pCT), by comparison with a dedicated planning position MRI (MRI-RT).

Material and methods: Fourteen patients with HNSCC underwent a T1-weighted MRI-D and MRI-RT. A reference GTV was defined as that delineated on MRI-RT rigidly registered to pCT. GTVs were delineated on: MRI-D and then registered to pCT by deformable image registration over the whole image (DIR-whole); MRI-D and then registered to pCT with rigid registration over a region of interest defined as GTV+3cm (Rigid-ROI); and on the pCT alone. These were compared using positional metrics to the reference.

Results: GTVs delineated on MRI-D followed by DIR-whole were significantly more accurate than those delineated on CT alone. The mean Dice Similarity Coefficient was 0.6 and 0.72 for pCT and DIR-whole respectively. Use of MRI-D with Rigid-ROI provided no advantage over CT-only delineation.

Conclusions: Contouring on MRI-RT rigidly registered to pCT should be considered as the gold standard for HNSCC. In radiotherapy centres lacking a dedicated MRI-RT, the use of an MRI-D with DIR-whole offers a significant advantage for the accuracy of GTV delineation over contouring on pCT alone.

Keywords: Diagnostic MRI; Head and neck; Image registration.

MeSH terms

  • Adult
  • Aged
  • Carcinoma, Squamous Cell / diagnostic imaging
  • Carcinoma, Squamous Cell / radiotherapy*
  • Female
  • Head and Neck Neoplasms / diagnostic imaging
  • Head and Neck Neoplasms / radiotherapy*
  • Humans
  • Magnetic Resonance Imaging / methods*
  • Male
  • Middle Aged
  • Radiotherapy Dosage
  • Radiotherapy Planning, Computer-Assisted / methods*
  • Squamous Cell Carcinoma of Head and Neck
  • Tomography, X-Ray Computed / methods*