Background
Intensity-modulated radiation therapy (IMRT) has become a standard treatment of head-and-neck cancer due to its ability to decrease radiation-induced toxicity [
1‐
3], though the survival rates have not been significantly improved. Since its introduction, different delivery techniques have evolved to make IMRT faster, more precise and flexible. At present, static, dynamic and rotational IMRT are in use demonstrating comparable dose coverage and conformity [
4,
5]. Because of a faster delivery, rotational techniques like intensity-modulated arc therapy (IMAT) gained widespread use over recent years. A comparison of different rotational techniques has already been done in literature and it is beyond the scope of this paper [
6]. Commercial solutions to perform IMAT are currently available for as well Elekta (Crawley, UK) as Varian (Palo Alto, CA, USA).
In planning studies for head-and-neck cancer, IMAT demonstrated better sparing of organs-at-risk (OARs) without increasing integral dose when compared to static or dynamic IMRT [
4‐
6]. IMAT has the ability to modulate intensities at an infinite number of gantry angles resulting in superior, highly structured dose distributions that are needed for dose painting, i.e., mapping dose to tumor heterogeneity detected by biologic imaging. Up to now, clinical dose-painting by numbers for head-and-neck cancer was based on non-rotational IMRT [
7,
8]. The potential of biological image-based IMAT has not been explored yet. We developed an
18F-FDG-PET-voxel intensity-based IMAT class solution and investigated its possible implementation in comparison to clinically used adaptive step-and-shoot
18F-FDG-PET-voxel intensity-based IMRT (s-IMRT). Herewith we present the results of our study.
Methods
Study population
The first 10 head-and-neck cancer patients treated with adaptive
18F-FDG-PET-voxel intensity-based IMRT in a randomized phase II dose-escalation clinical trial (NCT01341535) were selected for this study (Table
1). All tumors were biopsy-proven non-metastatic head-and-neck squamous cell carcinomas.
Table 1
Patient characteristics
1 | 64 | Oropharynx | Tonsil | cT4a pN2b |
2 | 48 | Oropharynx | Base of Tongue | cT1 cN2c |
3 | 54 | Oropharynx | Tonsil | cT4a cN2c |
4 | 74 | Hypopharynx | Aryepiglottic Fold | cT2 cN1 |
5 | 40 | Hypopharynx | Piriform Sinus | cT1 pN2a |
6 | 53 | Larynx | Glottis | cT3 cN0 |
7 | 52 | Oropharynx | Vallecula | cT1 pN2b |
8 | 54 | Oropharynx | Tonsil | cT2 cN2c |
9 | 59 | Larynx | Supraglottis | cT2 cN0 |
10 | 58 | Oropharynx | Vallecula | cT4a cN2c |
Imaging and target definition
All patients were positioned with a five-point thermoplastic mask (Orfit Industries N.V., Belgium), which extended down to the shoulders, during computed-tomography (CT) isocenter simulation and treatment delivery. Planning CT scans of 3 mm slice thickness were acquired before the treatment and after the 8
th and 18
th fraction. A verification CT was taken at the treatment end. Contrast-enhanced
18F-FDG-PET/CT (Philips Medical Systems, Germany) was performed before treatment and after the 8
th fraction.
18F-FDG-PET-images were acquired with a voxel size of 4 x 4 x 4 mm
3 as described earlier [
9]. Fusion of the planning CT and
18F-FDG-PET/CT scans was done on a Pinnacle treatment planning system, version 9.0 (Philips Medical Systems, Andover, MA).
Delineation of the gross tumor volume of the primary tumor (GTV
T) and pathological lymph nodes (GTV
N) was done using mutual information of both anatomical and biological imaging. A threshold level of 50 % of SUV
MAX (maximal standardised uptake value) was set for
18F-FDG-uptake in Pinnacle. Pathologic lymph nodes were delineated separately and noted as the GTV
N1 and GTV
N2. The high-risk clinical target volume (CTV
HR) was created combining the GTV
N and a three-dimensional expansion of the GTV
T with 1 cm and adjusted to the air cavities and uninvolved bones. 3 mm margin to the CTV
HR was used to create the high risk planning target volume (PTV
HR). Delineation of the elective neck regions according to the guidelines of Gregoire et al. [
10] resulted in the CTV of the elective neck (CTV
EN) and the elective neck PTV (PTV
EN) after a 3 mm expansion in all directions.
The considered organs-at-risk (OARs) were spinal cord, brainstem, swallowing structures defined as one region-of-interest (superior, medial and inferior pharyngeal constrictor, upper oesophageal sphincter, first 2 cm of the oesophagus and supraglottic larynx), parotids and mandible. Planning OAR volumes (PRVs) were created for the spinal cord and brainstem by three-dimensional expansions of 5 mm and 3 mm, respectively.
Deformable image co-registration (ABAS, version 0.41, Elekta CMS Software, Maryland Heights, MO) was used to propagate the targets and OAR contours from one CT to another in chronological order. All structures were reviewed and edited if necessary by an experienced head-and-neck radiation oncologist.
Dose prescription and treatment planning
Treatment phases I, II and III consisted of 10 fractions planned on the 1st, 2nd and 3rd CT set, respectively. Dose-painting was performed in GTVT and GTVN during the first 20 fractions. The dose range was between 2.2 Gy and 3.1 Gy per fraction in phases I and II. Only a GTVT volume ≤ 1.75 cm3 was allowed to receive more than 2.9 Gy per fraction. GTVN was dose-painted in 4 out of 6 patients with N+ disease; in the 2 other patients, which had a pathological lymph node volume ≤ 4 cm3, the GTVN median prescription dose was 2.2 Gy per fraction. The total dose range for the GTVT and GTVN was 66-83 Gy.
No dose-painting was performed during the last 10 fractions, where a D
95% of 2.0 Gy/fx was prescribed to PTV
HR. Elective neck was irradiated during fractions 1-20 with a median total dose prescription of 40 Gy to PTV
EN. GTV
T and GTV
N biologic conformity was measured by a quality factor (QF), defined as the mean deviation between prescribed and planned dose in each PET/CT voxel [
9]. QF was kept below 5 % where possible. Every treatment was planned to a total of 30 fractions and then rescaled to 10 fractions. Maximum doses of 50, 60 and 70 Gy were allowed to < 5 % of the spinal cord (PRV), brainstem (PRV) and mandible, respectively. A maximal dose of less than 45 Gy for the spinal cord, 50 Gy for the brainstem and 27 Gy to < 50 % of the volume of the spared parotids, respectively, were considered clinically acceptable.
The methodology of
18F-FDG-PET voxel intensity-based DPBN has been previously discussed [
9]. Briefly, a dose is prescribed to the voxels in the dose-painted target volume as a function of signal intensity as follows:
$$ D(I)\kern0.5em =\kern0.5em {D}_{low}\kern17.75em I\kern0.5em \le {I}_{low} $$
$$ D(I)\kern0.5em =\kern0.5em {D}_{low}+\frac{I-{I}_{low}}{I_{high}-{I}_{low}}\left({D}_{high}-{D}_{low}\right)\kern4.75em {I}_{low}\le I\le {I}_{high} $$
$$ D(I)\kern0.5em =\kern0.5em {D}_{high}\kern17em {I}_{high}\le I $$
where the signal intensities Ihigh and Ilow are determined as 95 % of the maximum 18F-FDG-PET intensity and as 25 % of Ihigh, respectively. The extension of the discrete PET intensity data to the continuum was implemented using trilinear interpolation for the randomly seeded points in the delineated volumes. Using the PET-intensity to dose relation, the dose prescription was on a point-by-point base.
All treatment plans were created for an Elekta linac (Crawley, UK) equipped with a standard multileaf collimator with 40 leaf pairs, capable of delivering s-IMRT and IMAT with variable dose rate, gantry and collimator rotation speed. In-house developed software using an anatomy- and
18F-FDG-PET-voxel intensity-based segmentation tool (ABST, BBST) followed by leaf position and monitor unit (MU) optimization was used for treatment planning [
11,
12].
s-IMRT plans consisted of six non-opposing coplanar 6 MV beams with gantry angles of 45°, 75°, 165°, 195°, 285° and 315°. The IMAT class solution was made of 6 MV arcs collimated around PTV
EN (gantry angle from -176° to 176°) and PTV
HR (144° to -144°) with control points (CPs) defined every 8°. The only constraints were on the physical abilities of the linear accelerator to deliver the treatment (maximum gantry speed, maximum collimator rotation speed, maximum leaf speed, minimum dose rate), and a minimum distance constraint of 1 cm for opposite and diagonally-opposite leaves of the MLC. ABST [
11] was used to create the starting set of CPs, resulting in multiple initial arcs, avoiding both parotids, the swallowing structures and the PRV of the spinal cord. The CPs were optimized as described previously [
12]. ABST generates beam segments with leaf and jaw positions based on a beams-eye-view projection of selected PTVs and OARs. BBST additionally takes into account PET-intensities to create initial beam segments shapes [
9]. For a faster delivery, the parts of the arcs with a contribution of less than 2 MUs were eliminated during the optimization leading to the split of the arcs in sub-arcs. A CP refinement was performed by interpolating and generating additional CPs within the arcs, followed by MU and leaf position optimization. This CP refinement limited MU differences, gantry and collimator angle differences, leaf and jaw position movements between CPs and was applied to reach the accuracy constraints used in the treatment verification. After the final optimization, the remaining arcs were linked together in one beam according to the shortest possible delivery time. All dose computations were done in Pinnacle with a collapsed cone convolution/superposition calculation algorithm.
Dose reporting and statistical analysis
Doses of the 3 treatment plans were summed on the pretreatment CT using in-house developed software [
13] based on the deformable CT image registrations made with the ABAS software. The reporting of the region-of-interest (ROI) dose levels was done on the summed doses.
To assess the risk of inducing secondary malignancies, the integral dose was calculated in the patient volume as follows:
$$ \mathrm{ID}\kern0.5em =\kern0.5em {\mathrm{D}}_{\mathrm{mean}}\cdot \mathrm{V}\cdot \uprho $$
where Dmean is the mean dose, V is the volume and ρ the tissue density, which was considered to be 1 g/cm3.
Statistical tests of dosimetric, biologic conformity, treatment verification and quality (MUs and delivery time) differences between s-IMRT and IMAT were done using a two-sided Wilcoxon matched-pair signed rank test with SPSS software version 20.0 (SPSS Inc., Chicago, IL). Differences were considered statistically significant for p-values <0.05.
Treatment verification
The delivered dose distributions of all IMAT and s-IMRT treatment plans were verified with the 3D dosimetry system Delta
4 (Scandidos, Uppsala, Sweden). The Delta
4 phantom has 1069 p-type disc-shaped Silicon diodes with a diameter of 1 mm and axial size 0.05 mm, in a central region (6x6 cm) spaced per 5 mm, outside the central region spaced per 10 mm. Global gamma indices [
14] were determined in the Delta
4 control software for the criteria of 3 % dose difference and 3 mm distance-to-agreement, the normalization dose being the prescribed dose.
The delivery treatment time was also recorded from the start of the first beam till the end of the last beam.
Discussion
In this study we demonstrated the feasibility of a new
18F-FDG-PET-voxel intensity-based IMAT class solution in our adaptive dose-painting strategy. DPBN imposes heavy demands to treatment planning and delivery technology including high dose gradients and high degree of fluence modulation. Until now
18F-FDG-PET-voxel intensity-based s-IMRT has been used in DPBN trials for head-and-neck cancer [
7,
8]. Probably due to limited modulation of s-IMRT in comparison to IMAT, biologic conformity of s-IMRT-based DPBN plans was not systematic. Severe toxicity was also experienced with DPBN-based dose escalation s-IMRT treatments [
7] e.g. mucosal ulcers and dysphagia. Preliminary data from our clinical trials suggests that severe toxicity was correlated with dose-escalation and with smoking and alcohol abuse during and after treatment. There was no indication that severe toxicity could be caused by IMRT or the dose painting concept itself. The search to decrease the toxicity of dose-escalated treatments by reducing the OAR doses lead to the development of
18F-FDG-PET-voxel intensity-based IMAT.
We proposed a method using multiple partial arcs that would ensure higher flexibility and better conformity in dose distributions. In IMAT plans, the dose-painting quality factor evaluating biologic conformity of treatment plans showed significantly better values than for s-IMRT plans. Although most of the differences in D2% and D98% for the target structures were significant, they were not clinically relevant on both individual and average patient data.
Previous studies showed that in complex-shaped targets as head-and-neck cancer using a single arc was not sufficient to reach the quality of IMRT plans [
15]. Most publications report similar or slightly better IMAT plans (dose coverage and homogeneity in targets) in comparison with dynamic IMRT or static IMRT at conventional dose prescription, when double or triple full arcs were used [
4,
5,
15‐
20].
IMAT has the potential to decrease doses to OARs [
4,
5,
15‐
21] that becomes crucially important in dose-escalation treatment protocols. In s-IMRT plans we usually sacrifice the ipsilateral parotid, if the tumor or metastatic lymph node is at the level of the gland. A previous study [
22] showed that adapting treatment to anatomic changes in the glands could lower doses even in the ipsilateral parotid. The current study results demonstrate that IMAT could further spare both parotids by significantly reducing D
mean (by 14.0 % and 12.7 % for the ipsilateral and contralateral parotid, respectively) and V
27Gy (by 16.4 % and 17.5 % for the ipsilateral and contralateral parotid, respectively) as compared to s-IMRT, both treatments being adaptive. Vanetti et al
. [
5] obtained a significant reduction of parotid D
mean using two full arcs against dynamic IMRT by 14.0 % and 13.5 % for the ipsilateral and contralateral parotid, respectively. Other studies employing double or triple full arcs demonstrated similar contributions to parotid D
mean by IMAT and IMRT [
15,
16,
19]. With IMAT we could also better spare other OARs - the spinal cord, brainstem, pharyngeal constrictor muscles and swallowing structures - except the mandible (Table
2) a finding in agreement with Vanetti et al. [
5]. Reduction in doses to OARs was even more evident in individual patients (Additional file
1: Figure S1 and Additional file
2: Figure S2).
Most retrospective [
4,
5,
15‐
20] and prospective [
21] IMAT-IMRT comparisons report a lower number of MUs for the arc therapy plans, although some report higher MUs [
16,
26]. Our IMAT plans had on average higher MUs than IMRT plans, which might be of less concern due to the following reasons. The integral dose inside the patient (Table
4) showed that for IMAT plans the theoretical risk of developing secondary malignancies was less or similar to the s-IMRT plans. By delivering more dose to the surrounding tissues, based on the linear-non-threshold-model, an increase in secondary neoplasm can be expected [
23]. Furthermore, the latest commercially available MLC devices are characterized with very low leakage and hence the overall patient exposure to low doses is highly reduced [
24‐
26]. The linac head and MLC leakage is even further reduced in the case of flattening filter free linacs [
27].
Our IMAT plan measurements showed that a discrete dose calculation per 8° was not always a good approximation of the arc delivery (data not shown). There are two reasons likely to cause the lower gamma index percentages for the IMAT QA: one is the discretization (to a limited number of gantry angles) used in the dose computation, the second is the higher number of Monitor Units (MU) for the IMAT plans together with smaller fields. By CP refinement and further optimization, gamma percentages higher than 94.3 % could be achieved. The single arc plans of Bertelsen et al
. [
18] gave slightly better average percentages for gamma < 1 (99.6 ± 0.5 %) as compared to the multiple partial arc plans of the present study (98.7 ± 1.3 %). Korreman et al
. [
28] got 89.6 %, 88.5 % and 92.2 % for double arc plans corresponding to 3, 7 and 11 dose-painting-by-contours prescribed levels for one individual case. The reliability of Delta
4 phantom measurements for IMRT and IMAT was studied by Bedford et al. [
29]. We would like to point out that the spacing of 0.5 and 1 cm between the Delta
4 array detectors was rather limited for the high dose gradients of DPBN plans.
Rotational treatment shortens delivery time thus improving comfort for the patient and reducing risk of patient movement during treatment, which cannot be neglected [
30]. By eliminating parts of the arcs with very low contribution and linking them in one arc, IMAT treatment delivery time became in the range 1.3 to 5.2 min, which despite dose escalation, was comparable or even faster than published data on single, double or triple full arc plans using conventional prescription doses to targets [
5,
15‐
20].
Acknowledgments
This work is part of head-and-neck cancer research sponsored by scientific grants from the Agency for Innovation by Science and Technology, the Foundation against Cancer and the Flemish League against Cancer. The funding sources had no role in the design of the study or collection, analysis, or interpretation of data or in writing the manuscript.
The corresponding author confirms that he had full access to all the data in the study and has final responsibility for the decision to submit for publication.
Competing interests
The authors declare that they have no competing interests.
Authors’ contributions
DB helped including patients, helped in the target delineation and treatment planning of s-IMRT-plans, gathered the data and helped in the statistical analysis and writing of the manuscript. LO helped in the writing of the manuscript, treatment quality and statistical data analysis. LO also helped with the treatment delivery verification and in making the figures for the manuscript. BS made the IMAT treatment plans and helped in improving the delivery process. IM helped writing the manuscript and helped in the interpretation of the data. FD included patients, checked target and OARs delineations and helped in writing the manuscript. WDN participated in the design and coordination of the study and helped writing the manuscript. TV en WDG improved the treatment planning process, helped in writing the software to sum plans and did the quality analysis of treatment planning. WDG also helped writing the technical parts of this study. All authors read and approved the final manuscript.