Submitted:
11 December 2023
Posted:
13 December 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
3. Results
3.1. Univariable analysis
3.2. Multivariable modeling
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Characteristic | |
|---|---|
| Male/Female, n, (%) | 142 (72.4)/54 (27.6) |
| Median age in years (IQR) | 63.0 (55.1, 72.5) |
| Diabetes mellitus, n, (%) | 15 (7.7) |
| Hypertension, n, (%) | 83 (42.3) |
| Smoking status (none, former, current) | 99, 87, 9 |
| Ever smoker (no, yes) | 99, 96 |
| Leukoplakia | 2 |
| Site | |
| Oropharynx | 53 |
| Nasal Cavity/Paranasal Sinus | 27 |
| Skin | 27 |
| Oral Cavity | 25 |
| Major Salivary Gland | 19 |
| Larynx | 12 |
| Thyroid Gland | 12 |
| Nasopharynx | 8 |
| Lacrimal Gland/Sac | 3 |
| Unknown primary (cervical lymph node metastasis) | 3 |
| Bone | 2 |
| Vascular (neck) | 2 |
| Conjunctiva | 1 |
| Hypopharynx | 1 |
| Trachea | 1 |
| Histology | |
| Squamous cell carcinoma | 124 |
| Adenoid cystic carcinoma | 11 |
| Adenocarcinoma | 11 |
| Carcinoma, NOS | 9 |
| Anaplastic carcinoma | 7 |
| Esthesioneuroblastoma | 6 |
| Melanoma | 4 |
| Merkel cell carcinoma | 4 |
| Unknown | 4 |
| Acinic cell carcinoma | 3 |
| Basal cell carcinoma | 3 |
| Epithelial-myoepithelial carcinoma | 2 |
| Paraganglioma | 2 |
| Undifferentiated carcinoma | 2 |
| Ameloblastoma | 1 |
| Angiosarcoma | 1 |
| Ewing sarcoma | 1 |
| Sinonasal undifferentiated carcinoma | 1 |
| American Joint Committee on Cancer (AJCC) stage (7th and 8th edition) * | |
| No AJCC staging system for site | 22 |
| Unknown | 7 |
| 0 | 2 |
| I | 34 |
| IA | 1 |
| IB | 1 |
| II | 30 |
| III | 26 |
| IIIA | 3 |
| IV | 1 |
| IVA | 42 |
| IVB | 24 |
| IVC | 3 |
| Treatment | |
| Glossectomy | 22 |
| Postoperative radiotherapy (RT) | 110 |
| Primary RT | 86 |
| Dose delivered, Gray (Gy)†, median (IQR) | 60 (30, 80.4) |
| Dose per fraction, Gy, median (IQR) | 2.0 (1.2, 2.25) |
| Total number of fractions, median (IQR) | 30 (15, 35) |
| Protons | 134 |
| Photons | 62 |
| Cytotoxic chemotherapy, n, (%) | 89 (45.4) |
| Mean oral cavity organ at risk (OAR) dose, Gy, median (IQR) | 19.9 (9.65, 30.57) |
| Mean oral cavity OAR volume, cubic centimeters (cc), median (IQR) | 309 (264, 356) |
| Mean total parotid gland dose, Gy median (IQR) | 21.01 (5.89, 31.05) |
| Mean right parotid gland dose, Gy, median (IQR) | 19.45 (3.38, 29.45) |
| Mean left parotid gland dose, Gy, median (IQR) | 19.57 (4.65, 33.85) |
| Mean right submandibular gland dose, Gy, median (IQR) | 39.98 (0.48, 61.14) |
| Mean left submandibular gland dose, Gy, median (IQR) | 44.08 (0.28, 61.13) |
| Pearson Correlations* |
V10Gy | V20Gy | V30Gy | V40Gy | V50Gy | V60Gy | V70Gy |
| Dmax | 0.33243 | 0.42786 | 0.46508 | 0.47391 | 0.43368 | 0.37524 | 0.30862 |
| Mean | 0.82351 | 0.90894 | 0.92801 | 0.89423 | 0.86955 | 0.82091 | 0.46076 |
| Toxicity | Time Point | Variable | OR (95% CI) | p-value | C-statistic |
| CTCAE v4.03 dehydration >grade 1 | End of Treatment | Cytotoxic chemotherapy | 5 (3-12) | <0.001 | 0.77 |
| Mean total parotid dose | 1 (1-2) | 0.044 | 0.77 | ||
| CTCAE v4.03 dry mouth >grade 1 | End of Treatment | Mean right SMG dose | 1 (1-1) | <0.001 | 0.68 |
| CTCAE v4.03 dysgeusia >grade 1 | End of Treatment | Mean right SMG dose | 1 (1-2) | <0.001 | 0.71 |
| CTCAE v4.03 dysphagia >grade 1 | End of Treatment | Mean left SMG dose | 1 (1-2) | 0.029 | 0.84 |
| Mean right SMG dose | 1 (1-2) | 0.006 | 0.84 | ||
| Protons | 0.3 (0.1-0.6) | 0.003 | 0.84 | ||
| 3 months | Mean left SMG dose | 1 (1-2) | 0.001 | 0.76 | |
| Protons | 0.4 (0.1-0.9) | 0.029 | 0.76 | ||
| CTCAE v4.03 salivary duct inflammation >grade 1 | End of Treatment | Mean left SMG dose | 2 (1-2) | 0.002 | 0.87 |
| Mean right SMG dose | 2 (1-2) | 0.002 | 0.87 | ||
| Protons | 0.4 (0.2-1) | 0.047 | 0.87 | ||
| Weight loss >10% | 3 months | Mean total parotid dose | 2 (1-2) | <0.001 | 0.71 |
| 6 months | Mean total parotid dose | 2 (1-3) | 0.002 | 0.79 | |
| Mean right SMG dose | 1 (1-2) | 0.037 | 0.79 | ||
| 1 year | Mean total parotid dose | 2 (1-3) | 0.001 | 0.79 | |
| Mean right SMG dose | 1 (1-2) | 0.04 | 0.8 | ||
| 2 years | Mean left SMG dose | 1 (1-2) | 0.005 | 0.7 | |
| EORTC saliva scale decrease >10 pts | 1 year | Mean right SMG dose | 1 (1-1) | 0.028 | 0.67 |
| 2 years | Mean right SMG dose | 1 (1-2) | 0.032 | 0.71 | |
| Start of opioid pain medication | During or within 30 days of completing RT | Cytotoxic chemotherapy | 4 (2, 11) | 0.002 | 0.75 |
| Oral cavity OAR mean dose | 2 (1-2) | 0.008 | 0.75 | ||
| Hospitalization | During or within 30 days of completing RT | Cytotoxic chemotherapy | 2 (1-5) | 0.022 | 0.68 |
| Oral cavity OAR mean dose | 1 (1-2) | 0.036 | 0.68 |
| DVH statistic | Photon (N=62) |
Proton (N=134) |
Total (N=196) |
P-value1 |
| Dmax (cGy) | 0.035 | |||
| Mean (SD) | 5853 (1595) | 6317 (1342) | 6170 (1439) | |
| Median | 6384 | 6399 | 6392 | |
| Q1, Q3 | 5864, 6782 | 6255, 7136 | 6208, 6991 | |
| Range | (178-7526) | (0.1-8543) | (0.1-8543) | |
| Mean (cGy) | <0.001 | |||
| Mean (SD) | 2878 (1565) | 1805 (1198) | 2145 (1412) | |
| Median | 2767 | 1801 | 1990 | |
| Q1, Q3 | 1793, 4108 | 830, 2515 | 965, 3057 | |
| Range | (31-5915) | (0.0-5271) | (0.0-5915) | |
| V1000cGy | <0.001 | |||
| Mean (SD) | 238 (106.) | 136 (83) | 168 (102) | |
| Median | 251 | 124 | 160 | |
| Q1, Q3 | 175, 315 | 74, 207 | 87, 239 | |
| Range | (0-401) | (0-335) | (0-401) | |
| V2000cGy | <0.001 | |||
| Mean (SD) | 178 (110) | 104 (71) | 128 (92) | |
| Median | 176 | 93 | 117 | |
| Q1, Q3 | 90, 267 | 47, 159 | 59, 183 | |
| Range | (0-381) | (0-302) | (0-381) | |
| V3000cGy | <0.001 | |||
| Mean (SD) | 127 (103) | 83 (61) | 97 (80) | |
| Median | 101 | 71 | 81 | |
| Q1, Q3 | 34., 210 | 35, 127 | 35, 143 | |
| Range | (0-368) | (0-270) | (0-368) | |
| V4000cGy | 0.028 | |||
| Mean (SD) | 90 (98) | 66 (53) | 73 (71) | |
| Median | 55 | 55 | 55 | |
| Q1, Q3 | 5, 155 | 26, 103 | 15, 109 | |
| Range | (0-345) | (0-247) | (0-345) | |
| V5000cGy | 0.037 | |||
| Mean (SD) | 69 (87) | 49 (46) | 55 (62) | |
| Median | 17 | 40 | 38 | |
| Q1, Q3 | 1, 126 | 16, 77 | 5, 87 | |
| Range | (0-310) | (0-225) | (0-310) | |
| V6000cGy | 0.004 | |||
| Mean (SD) | 49 (70) | 27 (36) | 34 (50) | |
| Median | 4 | 12 | 10 | |
| Q1, Q3 | 0, 78 | 2, 37 | 0.4, 48 | |
| Range | (0-255) | (0-200) | (0-255) | |
| V7000cGy | 0.872 | |||
| Mean (SD) | 7 (26) | 7 (20) | 7 (22) | |
| Median | 0 | 0 | 0 | |
| Q1, Q3 | 0, 0 | 0, 0.1 | 0, 0 | |
| Range | (0-158) | (0-159) | (0-159) |
| Mean oral cavity OAR dose cut point (cGy) | Sensitivity | Specificity | Positive Predictive Value | Negative Predictive Value | Accuracy |
| <460, >460 | 91% (72/79 | 16% (7/43) | 67% (72/108) | 50% (7/14) |
65% (79/122) |
| <1050, >1050 | 81% 64/79 | 40% (17/43) | 71% (64/90) | 53% (17/32) | 66% (81/122) |
| <1610, >1610 | 71% (56/79) | 54% (27/43) | 78% (56/72) | 54% (27/50) | 68% (83/122) |
| Mean oral cavity OAR dose cut point (cGy) | Sensitivity | Specificity | Positive Predictive Value | Negative Predictive Value | Accuracy |
| <685, >685 | 90% (36/40) | 19% (29/156) | 22% (36/163) | 88% (29/33) | 33% (65/196) |
| <1450, >1450 | 80% (32/40) | 38% (60/156) | 25% (32/128) | 88% (60/68) | 47% (92/196) |
| <1960 >1960 | 70% (28/40) | 53% (83/156) | 28% (28/101) | 87% (83/95) | 57% (111/196) |
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