Feasibility of CBCT-based dose with a patient-specific stepwise HU-to-density curve to determine time of replanning

J Appl Clin Med Phys. 2017 Sep;18(5):64-69. doi: 10.1002/acm2.12127. Epub 2017 Jul 13.

Abstract

Purpose: (a) To investigate the accuracy of cone-beam computed tomography (CBCT)-derived dose distributions relative to fanbeam-based simulation CT-derived dose distributions; and (b) to study the feasibility of CBCT dosimetry for guiding the appropriateness of replanning.

Methods and materials: Image data corresponding to 40 patients (10 head and neck [HN], 10 lung, 10 pancreas, 10 pelvis) who underwent radiation therapy were randomly selected. Each patient had both intensity-modulated radiation therapy and volumetric-modulated arc therapy plans; these 80 plans were subsequently recomputed on the CBCT images using a patient-specific stepwise curve (Hounsfield units-to-density). Planning target volumes (PTVs; D98%, D95%, D2%), mean dose, and V95% were compared between simulation-CT-derived treatment plans and CBCT-based plans. Gamma analyses were performed using criterion of 3%/3 mm for three dose zones (>90%, 70%~90%, and 30%~70% of maximum dose). CBCT-derived doses were then used to evaluate the appropriateness of replanning decisions in 12 additional HN patients whose plans were previously revised during radiation therapy because of anatomic changes; replanning in these cases was guided by the conventional observed source-to-skin-distance change-derived approach.

Results: For all disease sites, the difference in PTV mean dose was 0.1% ± 1.1%, D2% was 0.7% ± 0.1%, D95% was 0.2% ± 1.1%, D98% was 0.2% ± 1.0%, and V95% was 0.3% ± 0.8%; For 3D dose comparison, 99.0% ± 1.9%, 97.6% ± 4.4%, and 95.3% ± 6.0% of points passed the 3%/3 mm criterion of gamma analysis in high-, medium-, and low-dose zones, respectively. The CBCT images achieved comparable dose distributions. In the 12 previously replanned 12 HN patients, CBCT-based dose predicted well changes in PTV D2% (Pearson linear correlation coefficient = 0.93; P < 0.001). If 3% of change is used as the replanning criteria, 7/12 patients could avoid replanning.

Conclusions: CBCT-based dose calculations produced accuracy comparable to that of simulation CT. CBCT-based dosimetry can guide the decision to replan during the course of treatment.

Keywords: CBCT-based dose calculation; HU-to-density curve; adaptive radiation therapy.

MeSH terms

  • Cone-Beam Computed Tomography*
  • Feasibility Studies
  • Head and Neck Neoplasms / diagnostic imaging
  • Head and Neck Neoplasms / radiotherapy
  • Humans
  • Lung Neoplasms / diagnostic imaging
  • Lung Neoplasms / radiotherapy
  • Neoplasms / diagnostic imaging
  • Neoplasms / radiotherapy*
  • Pancreatic Neoplasms / diagnostic imaging
  • Pancreatic Neoplasms / radiotherapy
  • Pelvic Neoplasms / diagnostic imaging
  • Pelvic Neoplasms / radiotherapy
  • Physics
  • Radiotherapy Dosage
  • Radiotherapy Planning, Computer-Assisted*
  • Radiotherapy, Intensity-Modulated / methods*
  • Retrospective Studies
  • Time Factors