ORIGINAL RESEARCH article
Front. Oncol.
Sec. Head and Neck Cancer
This article is part of the Research TopicAdvances in Radiomics and Bioinformatics Integration Research for Head and Neck MalignanciesView all articles
Nodal Status Dictates Divergent Prognostic Drivers in Oral Squamous Cell Carcinoma: Metabolic Burden in pN0 vs. Sarcopenia and Nodal Burden in pN+
Provisionally accepted
- Shanghai Ninth People’s Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
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Objectives: Oral squamous cell carcinoma (OSCC) exhibits heterogeneous outcomes based on nodal status, complicating personalized prognosis. This study aimed to identify nodal-specific prognostic factors in OSCC by integrating metabolic metrics from 18F-fluorodeoxyglucose Positron Emission Tomography/Computed Tomography, body composition (L3 skeletal muscle index, L3-SMI), and key pathological features, to refine risk stratification. Methods: We conducted a retrospective cohort study of 147 OSCC patients (74 pN0, 73 pN+) who underwent curative resection and neck dissection. Associations between metabolic metrics, L3-SMI, pathological factors, and overall (OS) or progression-free survival (PFS) were evaluated using Cox regression. Internal bootstrap validation (1000 repetitions) was performed to assess the stability and potential bias of the prognostic factors. Results: In pN0 patients, tumor maximum standardized uptake value (T-SUVmax) >13.27 emerged as an independent predictor of poor OS (HR=10.24, P=0.003) and PFS (HR=8.23, P=0.002), which was validated by bootstrapping. Among pN+ patients, ≥3 positive lymph nodes significantly predicted worse outcomes (OS HR=4.15, P<0.001; PFS HR=1.97, P=0.049), while higher L3-SMI served as a protective factor for survival (OS HR=0.13, P=0.047; PFS HR=0.18, P=0.024); both findings were supported by internal validation. Conclusions: We propose a nodal status-stratified approach for risk assessment in OSCC. For pN0 necks, high risk is characterized by elevated T-SUVmax, whereas in pN+ necks, high nodal burden and sarcopenia define increased risk.
Keywords: L3-SMI, number of positive nodes, oral squamous cell carcinoma, survival analysis, Tumor-SUVmax
Received: 14 Nov 2025; Accepted: 02 Feb 2026.
Copyright: © 2026 Shen, Zhou, Hu, Gu, Ma, Yuan and Xu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence:
Haihua Yuan
Feng Xu
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