1. Background
2. Objectives
3. Methods
| Female (100%) | Male | |
|---|---|---|
| Age, mean ± SD | 53.45 ± 8.21 year (35 - 80) | - |
| T stage | T1-T3 | - |
| N stage | N1-N3 | - |
| M stage | M0: 77.5 % (n = 62) ; M1: 22.5% (n = 18) | - |
| BCS | 62.5% (n = 50) | - |
| Mastectomy | 37.5% (n = 30) | - |
Abbreviation: BCS, Breast conserving surgery.
3.1. TCP-NTCP Modeling
3.2. MATLAB Program & R Environment
4. Results
| 3D-CRT (With/Without Internal Mammary Fields) | 6fiels IMRT Inverse Planning (With/Without Internal Mammary Fields) | 9fields IMRT Inverse Planning (With/Without Internal Mammary Fields) | Hypofractionated IMRT (With/Without Internal Mammary Fields) | 3D-CRT vs. 6FIMRT (P-Value) | 3D-Crtvs. 9FIMRT (P-Value) | 3D-CRT vs. Hypofractionated IMRT (P-Value) | 6F vs. 9FIMRT (P-Value) | 6F vs. Hypofractionated IMRT (P-Value) | 9F vs. Hypofractionated IMRT (P-Value) | |
|---|---|---|---|---|---|---|---|---|---|---|
| PTV coverage (%) | 92 | 94 | 95 | 95 | - | - | - | - | - | - |
| Ipsilateral lung | ||||||||||
| Mean dose | 12.62 ± 0.56/ 12.21 ± 0.43 | 8.32 ± 1.03/ 8.04 ± 0.87 | 10.57 ± 1.01 / 9.91 ± 0.74 | 10.23 ± 1.00 / 9.81 ± 0.78 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Maximum dose | 58.77/54.46 | 31.58 /27.29 | 37.64 / 32.46 | 36.25 / 31.73 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Minimum dose | 42.21/ 41.08 | 29.37/ 27.34 | 34.86/31.46 | 33.67/31.62 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| V20Gy (%) | 12.23 ± 1.93/10.08 ± 1.07 | 9.46 ± 1.26/7.43 ± 1.14 | 10.48 ± 1.41/8.15 ± 1.38 | 10.31 ± 1.22 /8.07 ± 1.23 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Heart | ||||||||||
| Mean dose | 4.95 ± 0.86 /2.26 ± 0.72 | 2.53 ± 1.18 /2.36 ± 0.69 | 3.62 ± 1.18 / 4.51 ± 0.84 | 3.37 ± 1.07 / 4.26 ± 0.84 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Maximum dose | 55.04 /48.02 | 44.24/ 41.78 | 47.56/43.61 | 47.32/43.16 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Minimum dose | 0.22 /0.19 | 0.20/ 0.18 | 0.20/ 0.19 | 0.20/ 0.17 | > 0.005 | > 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| V25Gy (%) | 21.43 ± 1.87/18.51 ± 2.14 | 22.07 ± 1.27/ 13.76 ± 1.04 | 22.98 ± 0.28/ 14.29 ± 1.37 | 21.47 ± 0.23/ 14.03 ± 1.16 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| LAD | ||||||||||
| Mean dose | 6.79 ± 1.25 /4.12 ± 0.87 | 3.14 ± 1.37 / 3.93 ± 0.95 | 5.46 ± 1.83 /4.38 ± 1.04 | 5.24 ± 1.15 /4.24 ± 0.97 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Maximum dose | 56.21/ 52.14 | 45.23/ 49.61 | 47.65/50.19 | 46.17/50.02 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Minimum dose | 1.26/ 1.15 | 0.76/ 0.50 | 1.08/0.98 | 1.01/0.89 | > 0.005 | > 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| V25Gy (%) | 22.56 ± 2.37/19.27 ± 1.38 | 17.63 ± 2.41/15.75 ± 1.24 | 18.56 ± 1.51/17.27 ± 0.64 | 18.23 ± 1.27/ 16.97 ± 0.32 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| RCA | ||||||||||
| Mean dose | 1.17 ± 0.06 /0.73 ± 0.18 | 0.71 ± 0.23/ 0.58 ± 0.27 | 0.92 ± 0.14/ 0.89 ± 0.11 | 0.89 ± 0.10/ 0.82 ± 0.11 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Maximum dose | 43.18 / 35.63 | 38.64 / 37.69 | 40.94 / 39.77 | 40.05 / 39.21 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Minimum dose | 0.15/ 0.11 | 0.10/0.10 | 0.11/ 0.11 | 0.09/ 0.08 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| V25Gy (%) | 16.42 ± 1.59 / 13.74 ± 1.32 | 14.53 ± 1.24 / 10.36 ± 1.57 | 14.79 ± 1.64 / 10.98 ± 1.06 | 14.34 ± 1.16 / 10.24 ± 1.11 | > 0.005 | > 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Contralateral breast | ||||||||||
| Mean dose | 3.36 ± 0.42/ 2.21 ± 0.21 | 2.12 ± 0.87/ 1.94 ± 0.23 | 2.57 ± 0.34 / 2.07 ± 0.14 | 2.41 ± 0.31 / 2.03 ± 0.11 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Maximum dose | 5.25/4.27 | 4.58 /3.29 | 4.93 / 3.76 | 4.58 / 3.49 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Minimum dose | 2.43/ 2.08 | 2.17/ 1.63 | 2.31/1.91 | 2.18/ 1.82 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| V20Gy (%) | 8.23 ± 0.94 /7.57 ± 0.74 | 6.85 ± 1.16 / 6.12 ± 0.94 | 7.15 ± 1.07 / 6.54 ± 0.83 | 6.99 ± 0.86/ 6.21 ± 0.46 | > 0.005 | > 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| MHD | ||||||||||
| Mean (range) | 1.26 (0.9- 1.43) | 1.26 (0.9- 1.43) | 1.26 (0.9- 1.43) | 1.26 (0.9- 1.43) | - | - | - | - | - | - |
Abbreviations: BCS, breast conserving surgery; 3D-CRT, 3-dimensional conformal radiotherapy; IMRT, intensity modulated radiotherapy; RCA, right coronary artery; LAD, left ascending coronary artery
| 3D-CRT (With/Without Internal Mammary Fields) | 6fiels IMRT Inverse Planning (With/Without Internal Mammary Fields) | 9fields IMRT Inverse Planning (With/Without Internal Mammary Fields) | Hypofractionated IMRT (With/Without Internal Mammary Fields) | 3D-CRT vs. 6FIMRT (P-Value) | 3D-Crtvs. 9FIMRT (P-Value) | 3D-CRT vs. Hypofractionated IMRT (P-Value) | 6F vs. 9FIMRT (P-Value) | 6F vs. Hypofractionated IMRT (P-Value) | 9F vs. Hypofractionated IMRT (P-Value) | |
|---|---|---|---|---|---|---|---|---|---|---|
| PTV coverage (%) | 92 | 94 | 95 | 95 | - | - | - | - | - | - |
| Ipsilateral lung | ||||||||||
| Mean dose | 15.37 ± 0.31/ 15.11 ± 0.34 | 11.74 ± 1.08/ 11.04 ± 0.34 | 13.41 ± 1.18 / 12.39 ± 0.63 | 12.24 ± 1.12 / 11.41 ± 0.39 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Maximum dose | 61.32/57.27 | 34.85 /29.84 | 40.21 / 43.20 | 39.43 / 34.52 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Minimum dose | 45.14/ 44.21 | 32.21/ 30.26 | 33.51/32.61 | 32.38/31.89 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| V20Gy (%) | 14.61 ± 1.56/12.17 ± 1.08 | 12.57 ± 1.17/10.57 ± 1.26 | 13.25 ± 1.23/ 11.15 ± 1.07 | 12.99 ± 1.17/10.99 ± 1.41 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Heart | ||||||||||
| Mean dose | 7.95 ± 0.28 /5.64 ± 0.54 | 5.32 ± 1.18 /5.14 ± 0.69 | 6.28 ± 1.09 / 6.11 ± 0.73 | 6.10 ± 0.99 / 6.07 ± 0.57 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Maximum dose | 58.14 /51.33 | 47.54/ 44.39 | 50.14/46.28 | 50.43/46.25 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Minimum dose | 0.26 /0.21 | 0.23/ 0.19 | 0.23/ 0.19 | 0.23/ 0.18 | > 0.005 | > 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| V25Gy (%) | 24.36 ± 1.17/21.35 ± 2.73 | 25.01 ± 1.08/16.54 ± 1.14 | 25.88 ± 0.24/17.39 ± 1.17 | 24.47 ± 0.29/17.04 ± 1.11 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| LAD | ||||||||||
| Mean dose | 9.83 ± 1.25 /7.25 ± 0.87 | 6.13 ± 1..6 / 6.37 ± 0.91 | 8.32 ± 0.87 /7.38 ± 1.11 | 7.24 ± 1.15 /6.58 ± 0.97 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Maximum dose | 59.53/ 55.69 | 48.39/ 52.17 | 50.31/53.27 | 49.27/48.02 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Minimum dose | 4.13/ 4.00 | 2.95/ 2.61 | 3.78/3.34 | 3.11/2.89 | > 0.005 | > 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| V25Gy (%) | 22.56 ± 2.37/19.27 ± 1.38 | 18.13 ± 0.97/ 18.75 ± 1.07 | 21.56 ± 1.63/ 19.29 ± 0.59 | 21.28 ± 1.19/19.99 ± 0.51 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| RCA | ||||||||||
| Mean dose | 3.35 ± 0.09 /2.81 ± 0.13 | 2.17 ± 0.24/ 2.46 ± 0.32 | 2.98 ± 0.18/ 2.64 ± 0.17 | 2.31 ± 0.14/ 2.17 ± 0..8 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Maximum dose | 45.61 / 38.63 | 41.39 / 38.19 | 43.54 / 40.27 | 42.05 / 39.21 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Minimum dose | 2.21/ 2.08 | 2.17/2.00 | 2.38/ 2.19 | 2.21/ 2.04 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| V25Gy (%) | 16.24 ± 1.21 / 13.26 ± 1.12 | 15.27 ± 1.35 / 12.36 ± 1.22 | 15.79 ± 1.53 / 12.98 ± 1.01 | 15.44 ± 0.86 / 12.51 ± 1.18 | > 0.005 | > 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Contralateral breast | ||||||||||
| Mean dose | 6.28 ± 0.12/ 5.27 ± 0.39 | 5.31 ± 0.77/ 4.51 ± 0.29 | 5.87 ± 0.61 / 5.17 ± 0.28 | 5.51 ± 0.31 / 5.03 ± 0.11 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Maximum dose | 8.37/7.21 | 7.07 /6.17 | 7.23 / 6.46 | 7.15 / 6.29 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| Minimum dose | 5.39/ 5.11 | 5.07/ 4.36 | 5.41/4.84 | 5.18/ 4.42 | < 0.005 | < 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| V20Gy (%) | 11.17 ± 0.94 /10.41 ± 0.39 | 9.75 ± 1.10 / 9.34 ± 0.56 | 10.15 ± 0.98 / 9.36 ± 0.88 | 9.91 ± 0.53/ 9.14 ± 0.27 | > 0.005 | > 0.005 | < 0.005 | > 0.005 | > 0.005 | > 0.005 |
| MHD | ||||||||||
| Mean (range) | 1.26 (0.9- 1.43) | 1.26 (0.9- 1.43) | 1.26 (0.9- 1.43) | 1.26 (0.9- 1.43) | - | - | - | - | - | - |
Abbreviations: BCS, Breast conserving surgery; 3D-CRT, 3-dimensional conformal radiotherapy; IMRT, Intensity modulated radiotherapy; RCA, right coronary artery; LAD, left ascending coronary artery
| 3D-Crtfor BCS-Post Mastectomy a | 6FIMRT Inverse Planning for BCS-Post Mastectomy a | 9FIMRT Inverse Planning for BCS-Post Mastectomy a | Hypofractionated IMRT for BCS-Post Mastectomy a | |||||
|---|---|---|---|---|---|---|---|---|
| MATLAB | R Environment | MATLAB | R Environment | MATLAB | R Environment | MATLAB | Renvironment | |
| TCP (%) | ||||||||
| Chest wall | 87/86 - 89/88 | 86/85 - 88/86 | 91/90 - 92/91 | 91/90 - 92/91 | 92/90 - 93/91 | 92/90 - 93/91 | 92/90 - 93/91 | 92/90 - 93/91 |
| Axilla | 90/90 - 90/90 | 91/91 - 91/91 | 92/92 - 93/93 | 92/92 - 93/93 | 92/92 - 93/93 | 93/92 - 94/93 | 92/92 - 93/91 | 93/92 - 94/92 |
| Supra-clavicu lar nodes | 94/94 - 96/96 | 94/94 - 94/93 | 94/94 - 95/94 | 94/94 - 95/94 | 94/94 - 95/95 | 94/94 - 95/95 | 94/94 - 95/95 | 94/93 - 95/94 |
| Internal mammary nodes | 93/86 - 97/90 | 93/85 - 97/89 | 95/89 - 97/91 | 96/90 - 97/91 | 96/91 - 97/91 | 96/90 - 97/91 | 96/91 - 97/91 | 96/90 - 97/91 |
| NTCP (%) | ||||||||
| Ipsilateral lung | 8/6 - 9/7 | 8/6 – 9/7 | 5/4 - 8/7 | 5/4 - 8/7 | 6/5 - 7/6 | 6/5 - 7/6 | 6/5 - 7/6 | 6/5 - 7/6 |
| Heart | 4/3 - 7/6 | 5/3 - 8/6 | 2/1 - 5/4 | 2/1 - 5/4 | 3/2 - 6/5 | 2/1 - 5/4 | 3/2 - 6/5 | 2/1 - 5/4 |
| LAD | 6/5 - 8/6 | 6/5 - 8/6 | 3/2 - 5/3 | 3/2 - 5/3 | 4/3 - 7/6 | 4/3 - 7/6 | 4/34/3 - 7/6 | 4/3 - 7/6 |
| RCA | 1/0.7 - 2/1.2 | 2/1.5 - 2.5/18 | 0.8/0.4 - 1.07/0.9 | 0.7/0.5 - 1.00/ 0.8 | 2/1.3 - 2/1.1 | 2/1.4 - 2/ 1.00 | 2/1.3 - 2/0.9 | 2/1.4 - 2/1.00 |
| Contralateral breast | 0.9/0.5 - 1.2/0.7 | 1.1/0.6 - 1.3 - 0.7 | 0.6/0.3 - 1.00/0.5 | 0.5/0.2 - 0.8/0.4 | 1.8/1.1 - 2/1.3 | 1.7/1.1 - 1.9/1.4 | 1.8/1.1 - 2/ 1.5 | 1.6/1.1 - 1.8/1.5 |
Abbreviations: TCP, tumor control probability; NTCP, normal tissue complications probability; BCS, breast conserving surgery; 3D-CRT, 3-dimensional conformal radiotherapy; IMRT, intensity modulated radiotherapy; RCA, right coronary artery; LAD, left ascending coronary artery
a With/without internal mammary fields
