Neoadjuvant Chemotherapy and Transoral Robotic Surgery for Human Papillomavirus–Related Oropharyngeal Cancer
Bibliographic record
Abstract
Importance: Distant metastasis (DM) remains the leading cause of death in patients treated for human papillomavirus (HPV)-related oropharyngeal squamous cell carcinoma (OPSCC). An effective treatment strategy needs to address DM while reducing treatment-related toxic effects. Objective: To assess DM-free survival in patients with HPV-OPSCC treated with neoadjuvant chemotherapy followed by transoral robotic surgery (NECTORS) and neck dissection compared with standard of care, concurrent chemoradiation (CCRT). Design, Setting, and Participants: This multicenter retrospective cohort study compares prospective data from the NECTORS treatment group with a historical cohort of patients treated with CCRT. Patients with American Joint Committee on Cancer seventh edition stage III and IVa HPV-OPSCC treated with NECTORS and CCRT between February 2010 and September 2021 were included. Data were analyzed in September 2024. Exposures: Patients in the NECTORS arm were treated with 3 cycles of neoadjuvant docetaxel and cisplatin followed by TORS and neck dissection. Patients in the radiation therapy arm were treated with concurrent high-dose cisplatin and radiotherapy. Main Outcomes and Measures: DM-free survival was analyzed with Kaplan-Meier and Cox regression after adjusting for age, sex, tobacco and alcohol use, site, and cancer stage. Results: Of 342 included patients, 282 (82.5%) were male, and the mean (SD) age was 61.4 (9.4) years. A total of 232 patients were treated with CCRT and 110 patients were treated with NECTORS. Within the CCRT arm, 11 patients (4.7%) had locoregional recurrence (LRR), 5 (2.2%) had LRR and DM, and 28 (12.1%) developed distant-only metastasis. For patients treated with NECTORS, 5 (4.5%) developed LRR, 1 (0.9%) developed LRR plus DM, and no patients developed distant-only metastasis. With pseudorandomization matching for T and N stages, 209 patients were matched between the 2 treatment groups for further analysis (105 in the CCRT treatment arm and 104 in the NECTORS arm). The median (range) follow-up period for the CCRT and NECTORS groups were 5.8 (3.8-7.5) years and 5.1 (4.0-5.9) years, respectively. The hazard ratio of developing distant recurrence in the CCRT group was 10.77 (95% CI, 1.40-82.90) in univariate analysis and 9.98 (95% CI, 1.29-77.29) in multivariable analysis. In Kaplan-Meier survival analysis, the risk of developing DM was higher in the CCRT group. The hazard ratio for failure anywhere in the CCRT group was 3.32 (95% CI, 1.23-8.97) in univariate analysis and 3.21 (95% CI, 1.18-8.72) in multivariable analysis. Conclusions and Relevance: In this study, neoadjuvant chemotherapy followed by transoral robotic surgery and neck dissection was an effective treatment option for patients with stage III and IVa HPV-OPSCC. Findings from our study suggest lower rates of DM with NECTORS worthy of further investigation in prospective randomized trials.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".