The use of MRI deformable image registration for CT-based brachytherapy in locally advanced cervical cancer

Lauren M. Tait, David Hoffman, Stanley H Benedict, Richard K Valicenti, Jyoti S. Mayadev

Research output: Contribution to journalArticle

12 Citations (Scopus)

Abstract

Purpose: Incorporation of MRI into image-based brachytherapy (IBBT) is limited by logistics, reimbursement, and workflow demands. Our goal is to determine if deformable image registration (DIR) using a preimplantation MRI is feasible to construct a high-risk target volume during IBBT. Methods and Materials: From 2010 to 2013, 20 patients were treated with high-dose-rate IBBT for cervical cancer. A preimplantation MRI was fused to the planning CT, and DIR was performed using MIM v6.1. The gross tumor volume (GTV) and high-risk clinical target volume were contoured on the MRI (HR-CTV MRI), and a separate high-risk clinical target volume was made from the deformable image registration of the preimplantation MRI to the planning CT (HR-CTV'). The treated target volume from the planning CT without the DIR or fusion (HR-CTV BT) was compared with the HR-CTV'. The geometric means of the GTV, HR-CTV MRI, HR-CTV', and HR-CTV BT were analyzed. Statistical analysis using Wilcoxon rank and analysis of variance were performed. Results: There was a significant larger difference between the GTV and the HR-CTV MRI, HR-CTV', and HR-CTV BT (p < 0.0001). There was also a significant difference between the HR-CTV MRI vs. the HR-CTV BT (p < 0.040). There was no significant difference between the HR-CTV MRI and HR-CTV'. DIR was advantageous in the setting of residual disease pre-IBBT. Conclusions: DIR is feasible to define an HR-CTV for MRI-guided, CT IBBT. The HR-CTV MRI predicted a smaller treatment volume in comparison with the HR-CTV BT. DIR is limited by patient anatomy and is most beneficial in patients with gross disease.

Original languageEnglish (US)
Pages (from-to)333-340
Number of pages8
JournalBrachytherapy
Volume15
Issue number3
DOIs
StatePublished - May 1 2016

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Brachytherapy
Uterine Cervical Neoplasms
Tumor Burden
Cone-Beam Computed Tomography
Workflow
Anatomy
Analysis of Variance

Keywords

  • Cervical cancer
  • HDR brachytherapy
  • Image-based brachytherapy
  • MRI

ASJC Scopus subject areas

  • Oncology
  • Radiology Nuclear Medicine and imaging

Cite this

The use of MRI deformable image registration for CT-based brachytherapy in locally advanced cervical cancer. / Tait, Lauren M.; Hoffman, David; Benedict, Stanley H; Valicenti, Richard K; Mayadev, Jyoti S.

In: Brachytherapy, Vol. 15, No. 3, 01.05.2016, p. 333-340.

Research output: Contribution to journalArticle

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