Superiority of Deformable Image Co-registration in the Integration of Diagnostic Positron Emission Tomography-Computed Tomography to the Radiotherapy Treatment Planning Pathway for Oesophageal Carcinoma. Issue 10 (October 2016)
- Record Type:
- Journal Article
- Title:
- Superiority of Deformable Image Co-registration in the Integration of Diagnostic Positron Emission Tomography-Computed Tomography to the Radiotherapy Treatment Planning Pathway for Oesophageal Carcinoma. Issue 10 (October 2016)
- Main Title:
- Superiority of Deformable Image Co-registration in the Integration of Diagnostic Positron Emission Tomography-Computed Tomography to the Radiotherapy Treatment Planning Pathway for Oesophageal Carcinoma
- Authors:
- Ward, G.
Ramasamy, S.
Sykes, J.R.
Prestwich, R.
Chowdhury, F.
Scarsbrook, A.
Murray, P.
Harris, K.
Crellin, A.
Hatfield, P.
Sebag-Montefiore, D.
Spezi, E.
Crosby, T.
Radhakrishna, G. - Abstract:
- Abstract: Aims: To investigate the use of image co-registration in incorporating diagnostic positron emission tomography-computed tomography (PET-CT) directly into the radiotherapy treatment planning pathway, and to describe the pattern of local recurrence relative to the PET-avid volume. Materials and methods: Fourteen patients were retrospectively identified, six of whom had local recurrence. The accuracy of deformable image registration (DIR) and rigid registration of the diagnostic PET-CT and recurrence CT, to the planning CT, were quantitatively assessed by comparing co-registration of oesophagus, trachea and aorta contours. DIR was used to examine the correlation between PET-avid volumes, dosimetry and site of recurrence. Results: Positional metrics including the dice similarity coefficient (DSC) and conformity index (CI), showed DIR to be superior to rigid registration in the co-registration of diagnostic and recurrence imaging to the planning CT. For diagnostic PET-CT, DIR was superior to rigid registration in the transfer of oesophagus (DSC = 0.75 versus 0.65, P < 0.009 and CI = 0.59 versus 0.48, P < 0.003), trachea (DSC = 0.88 versus 0.65, P < 0.004 and CI = 0.78 versus 0.51, P < 0.0001) and aorta structures (DSC = 0.93 versus 0.86, P < 0.006 and CI = 0.86 versus 0.76, P < 0.006). For recurrence imaging, DIR was superior to rigid registration in the transfer of trachea (DSC = 0.91 versus 0.66, P < 0.03 and CI = 0.83 versus 0.51, P < 0.02) and oesophagusAbstract: Aims: To investigate the use of image co-registration in incorporating diagnostic positron emission tomography-computed tomography (PET-CT) directly into the radiotherapy treatment planning pathway, and to describe the pattern of local recurrence relative to the PET-avid volume. Materials and methods: Fourteen patients were retrospectively identified, six of whom had local recurrence. The accuracy of deformable image registration (DIR) and rigid registration of the diagnostic PET-CT and recurrence CT, to the planning CT, were quantitatively assessed by comparing co-registration of oesophagus, trachea and aorta contours. DIR was used to examine the correlation between PET-avid volumes, dosimetry and site of recurrence. Results: Positional metrics including the dice similarity coefficient (DSC) and conformity index (CI), showed DIR to be superior to rigid registration in the co-registration of diagnostic and recurrence imaging to the planning CT. For diagnostic PET-CT, DIR was superior to rigid registration in the transfer of oesophagus (DSC = 0.75 versus 0.65, P < 0.009 and CI = 0.59 versus 0.48, P < 0.003), trachea (DSC = 0.88 versus 0.65, P < 0.004 and CI = 0.78 versus 0.51, P < 0.0001) and aorta structures (DSC = 0.93 versus 0.86, P < 0.006 and CI = 0.86 versus 0.76, P < 0.006). For recurrence imaging, DIR was superior to rigid registration in the transfer of trachea (DSC = 0.91 versus 0.66, P < 0.03 and CI = 0.83 versus 0.51, P < 0.02) and oesophagus structures (DSC = 0.74 versus 0.51, P < 0.004 and CI = 0.61 versus 0.37, P < 0.006) with a non-significant trend for the aorta (DSC = 0.91 versus 0.75, P < 0.08 and CI = 0.83 versus 0.63, P < 0.06) structure. A mean inclusivity index of 0.93 (range 0.79–1) showed that the relapse volume was within the planning target volume (PTVPET-CT ); all relapses occurred within the high dose region. Conclusion: DIR is superior to rigid registration in the co-registration of PET-CT and recurrence CT to the planning CT, and can be considered in the direct integration of PET-CT to the treatment planning process. Local recurrences occur within the PTVPET-CT, suggesting that this is a suitable target for dose-escalation strategies. Highlights: Integration of diagnostic PET-CT to treatment planning pathway. A novel method of assessing the accuracy of deformable & rigid registration is proposed. Deformable registration is superior to rigid registration. Image co-registration can examine the pattern of local recurrence. Dose escalation may be necessary to reduce the likelihood of treatment failure. … (more)
- Is Part Of:
- Clinical oncology. Volume 28:Issue 10(2016)
- Journal:
- Clinical oncology
- Issue:
- Volume 28:Issue 10(2016)
- Issue Display:
- Volume 28, Issue 10 (2016)
- Year:
- 2016
- Volume:
- 28
- Issue:
- 10
- Issue Sort Value:
- 2016-0028-0010-0000
- Page Start:
- 655
- Page End:
- 662
- Publication Date:
- 2016-10
- Subjects:
- Deformable image registration -- oesophageal cancer -- pattern of local recurrence -- PET-CT imaging
Oncology -- Periodicals
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Cancer -- Treatment
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616.994 - Journal URLs:
- http://www.sciencedirect.com/science/journal/09366555 ↗
http://www.elsevier.com/journal ↗ - DOI:
- 10.1016/j.clon.2016.05.009 ↗
- Languages:
- English
- ISSNs:
- 0936-6555
- Deposit Type:
- Legaldeposit
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- British Library DSC - 3286.317000
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