The value of subcutaneous xenografts for individualised radiotherapy in HNSCC: robust gene signature correlates with radiotherapy outcome in patients and xenografts
Research output: Contribution to journal › Research article › Contributed › peer-review
Contributors
Abstract
PURPOSE: To assess the robustness of prognostic biomarkers and molecular tumour subtypes developed for patients with head and neck squamous cell carcinoma (HNSCC) on cell-line derived HNSCC xenograft models, and to develop a novel biomarker signature by combining xenograft and patient datasets.
MATERIALS AND METHODS: Mice bearing xenografts (n=59) of ten HNSCC cell lines and a retrospective, multicentre patient cohort (n=242) of the German Cancer Consortium-Radiation Oncology Group (DKTK-ROG) were included. All patients received postoperative radiochemotherapy (PORT-C). Gene expression analysis was conducted using GeneChip Human Transcriptome Arrays. Xenografts were stratified based on their molecular subtypes and previously established gene classifiers. The dose to control 50% of tumours (TCD50) was compared between these groups. Using differential gene expression analyses combining xenograft and patient data, a gene signature was developed to define risk groups for the primary endpoint loco-regional control (LRC).
RESULTS: Tumours of mesenchymal subtype were characterized by a higher TCD50 (xenografts, p<0.001) and lower LRC (patients, p<0.001) compared to the other subtypes. Similar to previously published patient data, hypoxia- and radioresistance-related gene signatures were associated with high TCD50 values. A 2-gene signature (FN1, SERPINE1) was developed that was prognostic for TCD50 (xenografts, p<0.001) and for patient outcome in independent validation (LRC: p=0.007).
CONCLUSION: Genetic prognosticators of outcome for patients after PORT-C and subcutaneous xenografts after primary clinically relevant irradiation show similarity. The identified robust 2-gene signature may help to guide patient stratification, after prospective validation. Thus, xenografts remain a valuable resource for translational research towards the development of individualized radiotherapy.
Details
Original language | English |
---|---|
Article number | 110055 |
Number of pages | 10 |
Journal | Radiotherapy and Oncology |
Volume | 191 |
Early online date | 16 Dec 2023 |
Publication status | Published - Feb 2024 |
Peer-reviewed | Yes |
External IDs
ORCID | /0000-0002-7017-3738/work/149798541 |
---|---|
ORCID | /0000-0002-5256-1497/work/153110551 |
unpaywall | 10.1016/j.radonc.2023.110055 |
Scopus | 85184192147 |