| Literature DB >> 29904732 |
Kaley Woods1, Percy Lee1, Tania Kaprealian1, Isaac Yang2, Ke Sheng1.
Abstract
PURPOSE: This study investigates whether 4π noncoplanar radiation therapy can spare the cochleae and consequently potentially improve hearing preservation in patients with acoustic neuroma who are treated with radiation therapy. METHODS AND MATERIALS: Clinical radiation therapy plans for 30 patients with acoustic neuroma were included (14 stereotactic radiation surgery [SRS], 6 stereotactic radiation therapy [SRT], and 10 intensity modulated radiation therapy [IMRT]). The 4π plans were created for each patient with 20 optimal beams selected using a greedy column generation method and subsequently recalculated in Eclipse for comparison. Organ-at-risk (OAR) doses, homogeneity index, conformity, and tumor control probability (TCP) were compared. Normal tissue complication probability (NTCP) was calculated for sensorineural hearing loss (SNHL) at 3 and 5 years posttreatment. The dose for each plan was then escalated to achieve 99.5% TCP.Entities:
Year: 2018 PMID: 29904732 PMCID: PMC6000182 DOI: 10.1016/j.adro.2018.01.004
Source DB: PubMed Journal: Adv Radiat Oncol ISSN: 2452-1094
Patient data
| Prescription dose (Gy) | Fractions | Plan type | PTV volume (cm3) | Prescription dose (Gy) | Fractions | Plan type | PTV volume (cm3) | ||
|---|---|---|---|---|---|---|---|---|---|
| 12 | 1 | DCAT | 0.5 | 25 | 5 | Static IMRT | 1.07 | ||
| 12 | 1 | Static IMRT | 5.48 | 25 | 5 | Static IMRT | 2.45 | ||
| 12 | 1 | Static IMRT | 2.7 | 25 | 5 | VMAT | 8.12 | ||
| 12 | 1 | DCAT | 1.66 | 25 | 5 | Static IMRT | 0.24 | ||
| 12 | 1 | DCAT | 3.33 | 25 | 5 | Static IMRT | 0.17 | ||
| 12 | 1 | DCAT | 2.75 | 50.4 | 28 | VMAT | 6.3 | ||
| 12 | 1 | Static IMRT | 0.74 | 50.4 | 28 | VMAT | 35.81 | ||
| 12 | 1 | DCAT | 2.79 | 50.4 | 28 | Static IMRT | 17.29 | ||
| 12 | 1 | Static IMRT | 2.54 | 50.4 | 28 | DCAT | 0.35 | ||
| 12 | 1 | DCAT | 2.24 | 50.4 | 28 | DCAT | 2.42 | ||
| 12 | 1 | Static IMRT | 3.1 | 50.4 | 28 | DCAT | 0.92 | ||
| 12 | 1 | Static IMRT | 5.23 | 50.4 | 28 | VMAT | 10.87 | ||
| 12 | 1 | DCAT | 2.65 | 50.4 | 28 | Static IMRT | 2.78 | ||
| 13 | 1 | DCAT | 1.31 | 50.4 | 28 | VMAT | 13.58 | ||
| 25 | 5 | Static IMRT | 2.54 | 54 | 30 | VMAT | 23.22 |
DCAT, dynamic conformal arc therapy; IMRT, intensity modulated radiation therapy; PTV, planning target volume; VMAT, volumetric-modulated arc therapy.
Figure 1Examples of typical beam orientations for the clinical plans with 7 to 11 static beams (left), clinical plans with 2 to 5 arcs (middle), and 4π plans with 20 static beams (right). From Table 1, these are patients #16, #4, and #1, respectively.
TCP and NTCP model parameters
| Model parameter | TCP | SNHL NTCP (3 years) | SNHL NTCP (5 years) |
|---|---|---|---|
| 2.4 Gy | 2 Gy | 2 Gy | |
| 27 Gy | – | – | |
| – | 31.5 Gy | 19.25 Gy | |
| 1.5 | 0.71 | 0.46 | |
| – | 0.83 | 0.83 |
γ50, slope of sigmoidal dose response curve at 50% tumor control probability/normal tissue complication probability; n, volume-effect parameter; TCD50, tumor dose to achieve 50% tumor control probability; TD50, whole organ dose resulting in 50% normal tissue complication probability; TCP, tumor control probability; NTCP, normal tissue complication probability; SNHL, sensorineural hearing loss.
α/β: Ratio of the linear and quadratic terms of the organ-specific dose response curve.
OAR doses and conformity measures for both plan types
| Plan type | Average OAR doses (Gy) | V50% (cm3) | PTV HI | van't RietCN | |||||
|---|---|---|---|---|---|---|---|---|---|
| Brainstem | Chiasm | Cochleae | |||||||
| SRS | SRT | IMRT | |||||||
| Mean | 6.61 | 2.12 | 6.29 | 11.20 | 30.88 | 25.23 | 0.92 | 0.69 | |
| Max | 20.03 | 3.27 | 8.05 | 14.92 | 38.79 | ||||
| Mean | 5.41 | 1.30 | 4.25 | 8.00 | 20.93 | 24.85 | 0.93 | 0.73 | |
| Max | 18.59 | 2.04 | 6.47 | 12.72 | 31.74 | ||||
CN, conformation number; HI, homogeneity index; IMRT, intensity modulated radiation therapy; max, maximum; OAR, organ at risk; SRS, stereotactic radiation surgery; SRT, stereotactic radiation therapy; PTV, planning target volume; V50%, volume that received 50% of the prescription dose.
Statistically significant difference from the clinical plans (2-tailed t test; p < .05).
Figure 2Mean (top) and maximum (bottom) doses to the cochlea (stereotactic radiation surgery, stereotactic radiation therapy, and intensity modulated radiation therapy groups), brainstem, and chiasm with the 4π plans (red) and clinical plans (blue). All differences between the 4π and clinical plans were statistically significant (2-tailed t test, 5% significance level), except for the maximum dose to the chiasm.
Figure 3Dose color wash for a patient (patient #3 in Table 1) who was treated to a prescription dose of 12 Gy in a single fraction. Structures: Planning target volume (blue), brainstem (green), and cochlea (red).
Figure 4Dose volume histograms (solid line: clinical plan; dashed line: 4π plan) for one of the patients who underwent stereotactic radiation surgery in this study (patient #2 in Table 1), with a prescription dose of 12 Gy.
Results of the radiobiological modeling and dose escalation study
| Plan type | Average TCP | Average SNHL NTCP | Average escalation factor | Escalated SNHL NTCP | ||
|---|---|---|---|---|---|---|
| 3 years | 5 years | 3 years | 5 years | |||
| 95.7 ± 0.9% | 40.8 ± 5.9% | 61.7 ± 10.8% | 1.162 ± 0.02 | 43.4 ± 6.3% | 64.7 ± 11.1% | |
| 95.4 ± 0.9% | 30.8 ± 5.3% | 43.3 ± 11.2% | 1.166 ± 0.02 | 32.6 ± 5.5% | 46.4% ± 11.3 | |
SNHL, sensorineural hearing loss; NTCP, normal tissue complication probability; TCP, tumor control probability.
Statistically significant difference from the clinical plans (2-tailed t test; p < .05; 95% confidence intervals).