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.

Oral Diseases
|January 5, 2024
PubMed
Abstract

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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