| Literature DB >> 35740422 |
Rodrigo Muelas-Soria1, Rafael García-Mollá2, Virginia Morillo-Macías1, Jorge Bonaque-Alandí3, Patricia Sorribes-Carreras4, Francisco García-Piñón5, Carlos Ferrer-Albiach1.
Abstract
The aim of this study was to develop a deformable image registration (DIR)-based offline ART protocol capable of identifying significant dosimetric changes in the first treatment fractions to determine when adaptive replanning is needed. A total of 240 images (24 planning CT (pCT) and 216 kilovoltage cone-beam CT (CBCT)) were prospectively acquired from 24 patients with prostate adenocarcinoma during the first three weeks of their treatment (76 Gy in 38 fractions). This set of images was used to plan a hypofractionated virtual treatment (57.3 Gy in 15 fractions); correlation with the DIR of pCT and each CBCT allowed to translate planned doses to each CBCT, and finally mapped back to the pCT to compare with those actually administered. In 37.5% of patients, doses administered in 50% of the rectum (D50) would have exceeded the dose limitation to 50% of the rectum (R50). We first observed a significant variation of the planned rectal volume in the CBCTs of fractions 1, 3, and 5. Then, we found a significant relationship between the D50 accumulated in fractions 1, 3, and 5 and the lack of compliance with the R50. Finally, we found that a D50 variation rate [100 × (administered D50 - planned D50/planned D50)] > 1% in fraction three can reliably identify variations in administered doses that will lead to exceeding rectal dose constraint.Entities:
Keywords: adaptive radiotherapy; deformable image registration; prostate cancer
Year: 2022 PMID: 35740422 PMCID: PMC9220081 DOI: 10.3390/biomedicines10061401
Source DB: PubMed Journal: Biomedicines ISSN: 2227-9059
Figure 1Deformable image registration ART workflow and planned and delivered dose volume histograms comparison. pCT: planning CT; ART: adaptive radiotherapy; CBCT, cone-beam computed tomography; ROI: region of interest; CTV: clinical target volume.
Figure 2Study design. pCT: planning CT; VMAT: volumetric-modulated arc therapy; ART: adaptive radiotherapy; CBCT, cone-beam computed tomography.
Area under ROC curves and significance for accumulated D50 in first fractions and compliance with the R50.
| Area | Asymptotic Significance | 95% Asymptotic Confidence Interval | ||
|---|---|---|---|---|
| Lower Limit | Upper Limit | |||
| D50 accumulated fraction 1 | 0.841 | 0.006 | 0.682 | 0.999 |
| D50 accumulated fraction 3 | 0.963 | 0.000 | 0.887 | 1.000 |
| D50 accumulated fraction 5 | 1.000 | 0.000 | 1.000 | 1.000 |
D50: administered doses to the 50% of the rectum; R50: dose limitation to the 50% of the rectum established in the planned treatment.
Prognostic evaluation of R50 exceeded for VR50 > 1% subgroup analysis in first fractions.
| Fraction | R50 Exceeded | VR50 > 1% | Sensitivity | Specificity |
|---|---|---|---|---|
| ( | ||||
| 1 | 9 | 6 | 66.7% | 73.30% |
| 3 | 9 | 9 | 100.00% | 93.30% |
| 5 | 9 | 9 | 100.00% | 93.30% |
R50: dose limitation to the 50% of the rectum established in the planned treatment; VR50: planned doses vs administered doses to the 50% of the rectum variation rate.