| Literature DB >> 33792186 |
Sang Kyu Lee1, Sheng Huang1, Lei Zhang1, Ase M Ballangrud1, Michalis Aristophanous1, Laura I Cervino Arriba1, Guang Li1.
Abstract
PURPOSE: To evaluate the accuracy of surface-guided radiotherapy (SGRT) in cranial patient setup by direct comparison between optical surface imaging (OSI) and cone-beam computed tomography (CBCT), before applying SGRT-only setup for conventional radiotherapy of brain and nasopharynx cancer. METHODS AND MATERIALS: Using CBCT as reference, SGRT setup accuracy was examined based on 269 patients (415 treatments) treated with frameless cranial stereotactic radiosurgery (SRS) during 2018-2019. Patients were immobilized in customized head molds and open-face masks and monitored using OSI during treatment. The facial skin area in planning CT was used as OSI region of interest (ROI) for automatic surface alignment and the skull was used as the landmark for automatic CBCT/CT registration. A 6 degrees of freedom (6DOF) couch was used. Immediately after CBCT setup, an OSI verification image was captured, recording the SGRT setup differences. These differences were analyzed in 6DOFs and as a function of isocenter positions away from the anterior surface to assess OSI-ROI bias. The SGRT in-room setup time was estimated and compared with CBCT and orthogonal 2D kilovoltage (2DkV) setups.Entities:
Keywords: brain and head-and-neck cancer; cone-beam CT; optical surface imaging; radiotherapy treatment planning; tattoo-less patient setup
Year: 2021 PMID: 33792186 PMCID: PMC8130230 DOI: 10.1002/acm2.13241
Source DB: PubMed Journal: J Appl Clin Med Phys ISSN: 1526-9914 Impact factor: 2.102
Translational and rotational differences between SGRT and cone‐beam computed tomography (CBCT) in and around the anteroposterior (AP, or VRT), superior‐inferior (SI, or LNG), and left‐right (LR, or LAT) directions, respectively. The data show the SGRT setup uncertainties using facial ROI beyond CBCT using the skull as the registration landmark.
| Parameters | Translational differences (mm) | Rotational differences (degree) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| AP | SI | LR | Mean | MAG | Yaw | Roll | Pitch | Mean | MAG | |
| Average | 0.2 | 1.0 | 0.3 | 0.5 | 1.0 | 0.1 | 0.0 | 0.0 | 0.1 | 0.1 |
| St. Dev | 1.2 | 2.0 | 0.9 | 1.4 | 2.5 | 0.7 | 0.5 | 1.1 | 0.8 | 1.4 |
| Maximum | 7.4 | 9.4 | 6.0 | 7.6 | 2.2 | 1.6 | 3.4 | 2.4 | ||
| Minimum | −4.4 | −7.5 | −2.4 | −4.8 | −3.2 | −2.4 | −3.8 | −3.1 | ||
MAG is an abbreviation of magnitude [Eqs. (1) and (2)] of the translational and rotational vectors.
Fig. 1Distributions of the SGRT setup differences in reference to CBCT and their pairwise relationships among 6 degrees of freedom (DOFs). The 3 translations (mm) are anterior‐posterior (AP), superior‐inferior (SI), and left‐right (LR), and the 3 rotations (˚) are Yaw (around an AP axis), Roll (around an SI axis), and Pitch (around an LR axis). The diagonal cells display the setup difference distributions (histogram) in the 6DOFs. The 2D scatter distribution plots with the 2 corresponding DOFs, together the best linear fits and the Pearson’s correlation coefficients, are shown in upper triangle panels.
Relationships between the mean SGRT translational/rotational difference from CBCT and isocenter location. The magnitude of the translational () and rotational () differences were used [defined in Eqs. (1) and (2)].
| Isocenter location | Translation difference (mm) | Rotation difference (˚) | |||
|---|---|---|---|---|---|
| Average | St. dev | Average | St. dev | ||
| AP | Anterior | 1.8 | 1.3 | 1.2 | 0.8 |
| Medial | 2.0 | 1.4 | 1.2 | 0.8 | |
| Posterior | 2.6 | 1.5 | 1.2 | 0.7 | |
|
|
| 0.96 | |||
| SI | Superior | 2.4 | 1.5 | 1.2 | 0.7 |
| Inferior | 2.2 | 1.5 | 1.2 | 0.7 | |
|
| 0.26 | 0.88 | |||
| LR | Left | 2.4 | 1.4 | 1.15 | 0.7 |
| Medial | 2.3 | 1.5 | 1.07 | 0.8 | |
| Right | 2.2 | 1.4 | 1.06 | 0.7 | |
|
| 0.71 | 0.56 | |||
SGRT, surface‐guided radiotherapy; CBCT, cone‐beam computed tomography.
Bold emphasizes the P‐value.
The P‐value is calculated using a two‐sample t‐test (SI) or analysis of variance (AP. LR).
The brainstem is used as the reference to separate the brain into different sections.
Fig. 2Boxplots for distributions of translational and rotational differences in isocenter zones and anterior SID (skin‐to‐isocenter distance). The median and 25%–75% percentile are shown in a box, together with outliers (dots), which are associated with very large SID, away from the anterior region of interest (ROI).
Relationships between the mean SGRT translational/rotational differences and the vertical depth from isocenter to the anterior surface at the midline of the brain. The magnitude of the translational () and rotational () differences were used [defined in Eqs. (1) and (2)].
| Vertical depth of isocenter at the midline of the brain (cm) | Translational difference (mm) | Rotational difference (˚) | ||
|---|---|---|---|---|
| Average | St. dev | Average | St. dev | |
| Q1: <8.85 | 1.8 | 1.0 | 1.1 | 0.7 |
| Q2: 8.85–11.8 | 2.3 | 1.7 | 1.3 | 0.8 |
| Q3: 11.8–14.3 | 2.4 | 1.5 | 1.2 | 0.7 |
| Q4: >14.3 | 2.6 | 1.5 | 1.2 | 0.8 |
|
|
| 0.32 | ||
Bold emphasizes the P‐value.
The vertical skin‐to‐isocenter distance is obtained by first shifting the isocenter laterally to the midline. This further analysis confirms the initial results in Table 2.
The P‐value is calculated for differences in means across four depth ranges (Q1 to Q4) using the Analysis of Variance.
Fig. 3Examples of 4 outliers (>5 mm) and the isocenter dependency of SGRT setup differences. The AP shifts from the BB’s determine isocenter vertical positions (no AP shift means at the BB’s). In patients (a) and (c), the differences are normal for ISO #1 (at the mid brain), but the differences are outliers for ISO #2 (at the posterior brain). In (b), both ISOs are outliers as the isocenters are very posterior. Note 1: The largest differences are in SI translation and Pitch rotation in these cases. Note 2: the ISO #2 has zero AP shift in case (a).
Fig. 4SGRT setup differences between the treatments without motion beyond the threshold (FALSE) and the treatments with patient motion out of tolerance (TRUE). Note that the action thresholds at a couch angle are 1.5 mm and 1˚, in which the enlarged translational threshold is to account for the couch angle dependency error from an AlignRT system. The median and 25%–75% percentile are shown in a box, together with outliers (dots) due to very‐posterior isocenters.
Clinical setup time (in minutes) using SGRT, CBCT, and 2DkV for brain patients.
| Clinical action | Time (in minutes) | ||
|---|---|---|---|
| Average | St. Dev | Range | |
| Total setup | 11.8 | 5.2 | 4.5–47.7 |
| SGRT (including patient positioning) | 0.8 | 0.3 | 0.5–2.0 |
| CBCT (imaging + registration) | 3.4 | 3.8 | 0.9–7.3 |
| 2DkV Pair (imaging + registration) | 1.1 | 0.6 | 0.7–4.4 |
| Waiting (physician approval) | 6.7 | ‐ | 1.1–25.9 |
| Total treatment | 27.6 | 5.7 | 14.2–82.2 |
| No. of lesions | 2 | ‐ | 1–8 |
| No. of beam arcs | 3.9 | ‐ | 3–10 |
SGRT, surface‐guided radiotherapy; CBCT, cone‐beam computed tomography; 2DKV, 2D kilovoltage.