# Early post-operative NI-RADS predicts recurrence and survival in high-risk oral cavity squamous cell carcinoma undergoing adjuvant radiotherapy

**Authors:** Mariangela Massaccesi, Marco Panfili, Rosalinda Calandrelli, Silvia Longo, Francesco Pastore, Francesco Miccichè, Calogero Casà, Stefano Settimi, Dario Antonio Mele, Nicola Dinapoli, Ciro Mazzarella, Simona Gaudino, Luca Tagliaferri, Jacopo Galli, Maria Antonietta Gambacorta, Giovanni Almadori

PMC · DOI: 10.1007/s11547-025-02121-9 · 2025-10-27

## TL;DR

This study shows that using NI-RADS in early post-surgery imaging can predict survival and recurrence in high-risk oral cancer patients receiving radiotherapy.

## Contribution

The novel use of NI-RADS in early post-operative imaging for risk stratification in oral cavity SCC patients is demonstrated.

## Key findings

- Higher NI-RADS T and N scores correlate with poorer survival and recurrence outcomes.
- Early NI-RADS T score is an independent predictor of overall survival.
- Strong interobserver agreement supports the reliability of NI-RADS classifications.

## Abstract

To evaluate the prognostic value of the Neck Imaging Reporting and Data Systems (NI-RADS) in early post-operative imaging for predicting recurrence and survival outcomes in high-risk oral cavity squamous cell carcinoma (SCC) patients undergoing post-operative radiotherapy (PORT).

This retrospective study included 84 patients with high-risk oral cavity SCC who were scheduled for PORT after radical surgery between January 2013 and May 2024. Early imaging with contrast-enhanced CT or MRI was performed within 12 weeks post-surgery and scored using the NI-RADS system. Associations between NI-RADS scores, recurrence, and survival outcomes were analyzed using Kaplan–Meier and Cox proportional hazards models.

Although NI-RADS was originally designed for post-treatment surveillance, we applied it to early post-operative imaging as an exploratory risk-stratification tool. NI-RADS scores significantly predicted regional disease-free survival (DFS) and overall survival (OS). Patients with higher NI-RADS T and N scores had poorer outcomes. Multivariable analysis confirmed early NI-RADS T as an independent predictor of OS (p = 0.01). Interobserver agreement for NI-RADS classifications was strong (Weighted Kappa: T = 0.837, N = 0.855). Although higher radiotherapy doses were administered to patients with NI-RADS 2–3 scores, these patients demonstrated worse outcomes, reflecting aggressive disease.

Early application of NI-RADS in post-operative imaging provides valuable prognostic insights, enabling risk stratification and tailored management in high-risk oral cavity SCC patients. Streamlining imaging workflows and exploring alternative therapeutic strategies for high-risk groups may further optimize outcomes.

## Linked entities

- **Diseases:** oral cavity squamous cell carcinoma (MONDO:0004958)

## Full-text entities

- **Diseases:** oral cavity SCC (MESH:D000077195), NI-RADS T (MESH:C564543), SCC (MESH:D002294)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12872724/full.md

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Source: https://tomesphere.com/paper/PMC12872724