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Intramucosal Inoculation of Squamous Cell Carcinoma Cells in Mice for Tumor Immune Profiling and Treatment Response Assessment
Published on: April 22, 2019
Radiomic biomarkers for platinum-refractory head and neck cancer in the era of immunotherapy
Hsueh-Ju Lu1,2, Chao-Yu Shen2,3, Yu-Wei Chiu4,5
1Division of Hematology and Oncology, Department of Internal Medicine, Chung Shan Medical University Hospital, Taichung, Taiwan.
Objective:
Immune checkpoint inhibitors (ICI) are recommended as the first-line therapy for platinum-refractory head and neck squamous cell carcinoma (HNSCC), a disease with a poor prognosis. However, biomarkers in this situation are rare. The objective was to identify radiomic features-associated biomarkers to guide the prognosis and treatment opinions in the era of ICI.
Methods:
A total of 31 platinum-refractory HNSCC patients were retrospectively enrolled. Of these, 65.5% (20/31) received ICI-based therapy and 35.5% (11/31) did not. Radiomic features of the primary site at the onset of recurrent metastatic (R/M) status were extracted. Prognostic and predictive radiomic biomarkers were analysed.
Results:
The median overall survival from R/M status (R/M OS) was 9.6 months. Grey-level co-occurrence matrix-associated texture features were the most important in identifying the patients with or without 9-month R/M death. A radiomic risk-stratification model was established and equally separated the patients into high-, intermittent- and lower-risk groups (1-year R/M death rate, 100.0% vs. 70.8% vs. 27.1%, p = 0.001). Short-run high grey-level emphasis (SRHGE) was more suitable than programmed death ligand 1 (PD-L1) expression in selecting whether patients received ICI-based therapy.
Conclusions:
Radiomic features were effective prognostic and predictive biomarkers. Future studies are warranted.
Insights
Radiomic features show promise as biomarkers for predicting outcomes in platinum-refractory head and neck squamous cell carcinoma (HNSCC) treated with immune checkpoint inhibitors (ICI). These features can guide prognosis and treatment decisions, outperforming PD-L1 expression in some cases.
Area of Science:
- Oncology
- Radiology
- Biomarker Discovery
Background:
- Platinum-refractory head and neck squamous cell carcinoma (HNSCC) has a poor prognosis.
- Immune checkpoint inhibitors (ICI) are a recommended first-line therapy for this condition.
- Effective biomarkers for guiding ICI treatment in HNSCC are limited.
Purpose of the Study:
- To identify radiomic features as prognostic and predictive biomarkers.
- To guide treatment decisions for HNSCC patients receiving ICI therapy.
- To improve patient stratification in the context of ICI treatment.
Main Methods:
- Retrospective analysis of 31 platinum-refractory HNSCC patients.
- Extraction of radiomic features from the primary tumor site at recurrent metastatic (R/M) status.
- Analysis of prognostic and predictive value of radiomic features, including texture analysis and comparison with PD-L1 expression.
Main Results:
- Radiomic features, particularly Grey-level co-occurrence matrix (GLCM) texture features, effectively identified patients at high risk of death within 9 months of R/M status.
- A radiomic risk-stratification model divided patients into high-, intermittent-, and lower-risk groups with significantly different 1-year R/M death rates (100.0% vs. 70.8% vs. 27.1%, p=0.001).
- Short-run high grey-level emphasis (SRHGE) demonstrated superior predictive ability compared to PD-L1 expression for selecting patients for ICI-based therapy.
Conclusions:
- Radiomic features serve as effective prognostic and predictive biomarkers in platinum-refractory HNSCC.
- These radiomic biomarkers can aid in guiding prognosis and treatment strategies in the era of ICI.
- Further research is warranted to validate and implement these findings in clinical practice.
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