A multi‐institution pooled analysis of gastrostomy tube dependence in patients with oropharyngeal cancer treated with definitive intensity‐modulated radiotherapy
Bibliographic record
Abstract
BACKGROUND: Severe swallowing dysfunction necessitating enteral support is a well known late sequela of nonsurgical therapy for oropharyngeal cancer, but its incidence after intensity-modulated radiotherapy has not been quantified comprehensively outside of small single-institution series. METHODS: This was a multi-institution, institutional review board-approved, retrospective study. Consecutive patients with oropharyngeal squamous cell carcinoma who had received definitive intensity-modulated radiotherapy from 1998 to 2011 were identified from 3 academic centers. RESULTS: In total, 2315 patients were included. The American Joint Committee on Cancer staging distribution was as follows: stage I, 2.1%; stage II, 4.4%; stage III, 14.7%; and stage IV, 77.3%. Among 1459 patients (63%) who received a gastrostomy tube (g-tube), placement was prophylactic in 52% and reactive in 48%. Among patients with stage III and IV disease, 58% received concurrent chemotherapy. The median follow-up was 43.7 months (range, 0.1-164 months). The g-tube dependence rate was 7% at 1 year and 3.7% at 2 years. Among 1238 patients with stage III and IV disease who received concurrent chemotherapy, the 1-year and 2-year rates of g-tube dependence were 8.6% and 4.4%, respectively. The 1-year g-tube dependence rate was 5% for patients with stage I and II disease; 5.2% for patients with stage III and IV, T1-T2/N0-N2 disease; and 10.1% for patients with stage III and IV, T3-T4 or N3 disease. On multivariate analysis, advanced age (odds ratio [OR], 1.066; P<.001), greater number of smoking pack-years (OR, 1.008; P=.04), advanced N-category (OR, 1.13; P=.049), and receipt of cytotoxic chemotherapy (OR, 2.26; P=.02) were predictive of g-tube dependence at 1 year. CONCLUSIONS: This multi-institution series of 2315 patients treated at 3 institutions demonstrates that modern nonsurgical therapy for oropharyngeal cancer is associated with a low rate of long-term g-tube dependence.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.005 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".