# Application of a preclinical 18-gene classifier to patients with locally advanced HNSCC

**Authors:** Steffen Löck, Lydia Koi, Kristin Gurtner, Fabian Lohaus, Max Kemper, Dominik Haim, Inge Tinhofer, Goda Kalinauskaite, Martin Stuschke, Maximilian Fleischmann, Claus Rödel, Anca-Ligia Grosu, Jürgen Debus, Claus Belka, Stephanie Combs, Simon Boeke, Gustavo Baretton, Michael Baumann, Mechthild Krause, Annett Linge

PMC · DOI: 10.1016/j.ctro.2025.101067 · Clinical and Translational Radiation Oncology · 2025-11-05

## TL;DR

A preclinical 18-gene classifier for head and neck cancer is shown to predict treatment outcomes in patients when applied to real-world data.

## Contribution

The study validates a preclinical gene classifier in human patients and links it to EGFR and loco-regional control.

## Key findings

- The 18-gene classifier correlates with EGFR expression in HNSCC patients.
- The classifier stratifies patients for loco-regional control in two cohorts.
- Similar gene expression patterns were observed between xenografts and patient data.

## Abstract

•Translation of 18-gene signature from HNSCC xenografts to two HNSCC patient cohorts.•Significant relation of the classifier to EGFR expression and LRC.•Similarities were observed between xenograft and patient data.

Translation of 18-gene signature from HNSCC xenografts to two HNSCC patient cohorts.

Significant relation of the classifier to EGFR expression and LRC.

Similarities were observed between xenograft and patient data.

In a previous preclinical trial on human HNSCC xenografts, 18 genes were predictive for adding cetuximab to fractionated radiotherapy. Here, we apply the corresponding 18-gene classifier to two HNSCC patient cohorts treated with combined radiochemotherapy (without cetuximab). We show that the classifier is related to EGFR expression and stratifies patients for loco-regional control (LRC) in both cohorts.

## Linked entities

- **Proteins:** EGFR (epidermal growth factor receptor)
- **Diseases:** HNSCC (MONDO:0010150)

## Full-text entities

- **Genes:** EGFR (epidermal growth factor receptor) [NCBI Gene 1956] {aka ERBB, ERBB1, ERRP, HER1, NISBD2, NNCIS}
- **Diseases:** HNSCC (MESH:D000077195)
- **Chemicals:** cetuximab (MESH:D000068818)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

1 figure with captions in the complete paper: https://tomesphere.com/paper/PMC12639843/full.md

## References

29 references — full list in the complete paper: https://tomesphere.com/paper/PMC12639843/full.md

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Source: https://tomesphere.com/paper/PMC12639843