| Literature DB >> 31722133 |
Stephen A Graves1, Jeffrey E Snyder1, Amanda Boczkowski1, Joël St-Aubin1, Dongxu Wang2, Sridhar Yaddanapudi1, Daniel E Hyer1.
Abstract
Recent availability of MRI-guided linear accelerators has introduced a number of clinical challenges, particularly in the context of online plan adaptation. Paramount among these is verification of plan quality prior to patient treatment. Currently, there are no commercial products available for monitor unit verification that fully support the newly FDA cleared Elekta Unity 1.5 T MRI-linac. In this work, we investigate the accuracy and precision of RadCalc for this purpose, which is a software package that uses a Clarkson integration algorithm for point dose calculation. To this end, 18 IMRT patient plans (186 individual beams) were created and used for RadCalc point dose calculations. In comparison with the primary treatment planning system (Monaco), mean point dose deviations of 0.0 ± 1.0% (n = 18) and 1.7 ± 12.4% (n = 186) were obtained on a per-plan and per-beam basis, respectively. The dose plane comparison functionality within RadCalc was found to be highly inaccurate, however, modest improvements could be made by artificially shifting jaws and multi leaf collimator positions to account for the dosimetric shift due to the magnetic field (67.3% vs 96.5% mean 5%/5 mm gamma pass rate).Entities:
Keywords: Elekta Unity; MRI-Linac; RadCalc; dose calculation
Mesh:
Year: 2019 PMID: 31722133 PMCID: PMC6909114 DOI: 10.1002/acm2.12760
Source DB: PubMed Journal: J Appl Clin Med Phys ISSN: 1526-9914 Impact factor: 2.102
Figure 1Impact of magnetic field on crossplane profile. Profiles acquired at G0, 1.3 cm depth in water using a microdiamond detector and a 2.0 cm × 2.0 cm field size.
Figure 2Measured (Sc, Scp) and calculated (Sp) output factors for the Elekta Unity.
Specific settings used within RadCalc for modeling the Elekta Unity MRI‐linac.
| Parameter | Setting |
|---|---|
| Source axis distance | 143.5 cm |
| Source to block tray distance | 48.1 cm |
| Couch vertical zero position | 0. cm |
| Volume average dose options | 5 mm search radius, automatically select best value |
| Clarkson radial sampling distance | 0.500 cm |
| Clarkson angular sampling increment | 5° |
| Clarkson radius used for primary dose | 0.800 cm |
| Clarkson pixel size for intensity map | 0.500 cm |
| Clarkson max angular step between control points | 2.50° |
| Clarkson max leaf position change between control points | 0.20 cm |
| Gantry minimum/maximum angle | 0.0°/359.9° |
| Direction of positive gantry rotation | CW |
| Jaw transmission | 0 |
| Block transmission | 0.035 |
| MLC leaf transmission | 0.007 |
| Radiation/light field offset (MLC offset) | −0.130 cm |
| Energy value (MV) | 7.00 |
| Fluence mode | Non‐standard |
| Reference SSD | 133.5 cm |
| Reference equivalent square | 10.00 cm |
| RTP calibration factor (cGy/MU) | 1.0000 |
| Dmax depth | 1.30 cm |
| Reference depth | 10.00 cm |
| Calibration @ reference | 0.9900 cGy/MU |
| Front/back jaw min/max | −11 cm /11 cm |
| Left/right jaw min/max | −17.84 cm/28.70 cm |
| Source to top of front/back jaws | 31.2 cm |
| Source to top of left/right jaws | 40.4 cm |
| Select jaws that leaf motion is parallel to | F/B |
| Dose the MLC replace the F/B jaws | Yes |
| Source to top of MLC leaves | 31.2 cm |
| Minimum leaf separation for closed leaves | 0.6 cm |
| MLC front side name | Right |
| MLC back side name | Left |
| Swap leaves F/B | No |
| Swap leaves L/R | No |
| Leaves are in IEC convention | Yes |
| Leaf width/position | 0.717 cm width, range from − 28.341 cm to + 28.341 cm |
| Sc correction factor | 0.000 |
| Scp correction factor | 0.000 |
| Choose TPR or PDD for selected energy | TPR |
| Allow fluence corrections for selected machine | Yes |
Figure 3Schematic representation of the Elekta Unity radiation geometry.
List of treatment plans evaluated in RadCalc, and their associated point dose deviations from Monaco. Percent differences are calculated as (DRC − DRTP)/DRTP. Parentheses indicate the global percent deviation, obtained by multiplying the per‐beam percent difference by the fractional contribution of the individual beam against the sum of beams for the given plan. This demonstrates that beams with large percentage deviation represent a relatively minor portion of the overall point dose calculation.
| Plan | Site | Overall agreement | Per‐beam maximum | Per‐beam median | Per‐beam minimum |
|---|---|---|---|---|---|
| 1 | Pelvic node | −0.7% | 63.5% (0.74%) | 0.1% | −9.0% |
| 2 | Pelvic node | −0.9% | 60.7% (0.81%) | 0.1% | −9.6% |
| 3 | Brain | 0.9% | 47.3% (0.80%) | 0.2% | −8.9% |
| 4 | Brain | −0.1% | 10.1% | 0.2% | −3.0% |
| 5 | Prostate | −1.0% | 0.8% | −0.7% | −6.4% |
| 6 | Prostate | −1.7% | 2.5% | −0.3% | −9.9% |
| 7 | Liver | 0.2% | 5.0% | 0.1% | −6.4% |
| 8 | Liver | −0.8% | 131.7% (0.31%) | 0.5% | −6.4% |
| 9 | Abdomen | −0.2% | 2.5% | 0.1% | −5.1% |
| 10 | Abdomen | 1.5% | 5.0% | 0.7% | −2.5% |
| 11 | Pancreas | −0.9% | 1.7% | 0.0% | −6.6% |
| 12 | Pancreas | 0.9% | 8.8% | 0.0% | −1.9% |
| 13 | Pancreas | 0.2% | 0.0% | 0.2% | −9.6% |
| 14 | Pancreas | 1.8% | 0.0% | 2.1% | −1.7% |
| 15 | Head and neck | 0.8% | 5.4% | 1.2% | −4.2% |
| 16 | Pelvic node | 0.3% | 3.7% | 0.2% | −3.9% |
| 17 | Prostate | −0.1% | 2.8% | 0.2% | −6.2% |
| 18 | Liver | −0.9% | 3.5% | −0.9% | −3.5% |
Figure 4Histogram of (a) per‐plan percent deviations from Monaco, and (b) per‐beam percent deviations from Monaco. The four outlying per‐beam deviations represent a very small percentage of the total dose within their parent plan and were all outside of the primary field blocking.
Summary of MPPG5a23‐ recommended tests that were performed for RadCalc. Test 5.1 and 5.9 are not applicable in this situation, as the Unity does not have a wedge, and there are no separate dosimetry modules within RadCalc.
| Test | Description | Result | Tolerance |
|---|---|---|---|
| MPPG5a 5.1 | Dose distribution in planning module vs physics module | Not applicable | – |
| MPPG5a 5.2 | Dose in test plan vs reference calibration condition | −0.3% | ±0.5% |
| MPPG5a 5.3 | TPS data vs. commissioning data | See Fig. | ±2% |
| MPPG5a 5.4 | Small MLC‐shaped field | −0.3% | ±2% |
| MPPG5a 5.5 | Large MLC‐shaped field with extensive blocking | −2.6% | ±2% |
| MPPG5a 5.6 | Off‐axis MLC shaped field | 3.7% | ±5% |
| MPPG5a 5.7 | Asymmetric field at minimal anticipated SSD | −2.3% | ±5% |
| MPPG5a 5.8 | 10 × 10 cm2 field at oblique incidence (>20°) | −2.1% | ±5% |
| MPPG5a 5.9 | Large field for each nonphysical wedge angle | Not applicable | – |
Figure 5Comparison of RadCalc‐modeled profiles against baseline Monaco data that were used for commissioning of RadCalc. All inplane profiles were found to meet the MPPG5a‐specified deviation tolerance of 2%, however, crossplane profiles failed to meet this standard due to magnetic field effects. For larger field sizes (10 × 10 cm2 and 22 × 22 cm2) within the central 80% of the field, crossplane agreement was found to be within 2%.
Figure 6Dose plane comparison using the nominal RadCalc model (a); after applying a 2‐mm shift to the multi leaf collimator (MLC) and jaw positions and increasing leaf offset to +2 mm (b); and after applying a 2‐mm shift to the MLC and jaw positions, increasing the leaf offset to +2 mm, and moving the jaws outward by 1.5 mm each (c).
Dose plane comparison gamma analysis (5%/5 mm) before and after implementation of the dose plane specific model. Significant improvement using the dose plane specific model is seen over the standard model for all normalization options (calculation point, maximum, or average).
| Beam | Standard model | Dose plane‐specific model | ||||
|---|---|---|---|---|---|---|
| Calc | Max | Avg | Calc | Max | Avg | |
| 1 | 89.5% | 54.9% | 59.1% | 98.3% | 54.4% | 95.3% |
| 2 | 34.3% | 54.2% | 83.9% | 98.7% | 93.3% | 94.8% |
| 3 | 46.2% | 72.8% | 57.7% | 58.0% | 57.3% | 95.2% |
| 4 | 99.1% | 40.1% | 58.6% | 99.7% | 71.5% | 99.8% |
| 5 | 98.9% | 51.0% | 83.6% | 99.7% | 95.7% | 85.2% |
| 6 | 68.2% | 60.4% | 64.9% | 82.2% | 59.9% | 96.8% |
| 7 | 86.4% | 83.2% | 88.5% | 99.2% | 98.3% | 98.6% |
| 8 | 98.9% | 84.2% | 75.9% | 99.3% | 96.0% | 99.0% |
| 9 | 91.0% | 89.5% | 58.5% | 88.7% | 74.1% | 98.3% |
| 10 | 98.7% | 62.1% | 51.9% | 99.0% | 80.4% | 98.9% |
| 11 | 96.5% | 83.4% | 58.0% | 96.3% | 69.6% | 99.1% |
| Avg | 82.5% | 66.9% | 67.3% | 92.6% | 77.3% | 96.5% |