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A Model for Perineural Invasion in Head and Neck Squamous Cell Carcinoma
Published on: January 5, 2017
CT Texture Analysis-Correlations With Histopathology Parameters in Head and Neck Squamous Cell Carcinomas
Hans-Jonas Meyer1, Gordian Hamerla1, Anne Kathrin Höhn2
1Department of Diagnostic and Interventional Radiology, University of Leipzig, Leipzig, Germany.
This study explored if computed tomography (CT) texture analysis can reveal tumor characteristics in head and neck squamous cell carcinomas (HNSCC). CT texture analysis showed a correlation with hypoxia markers, suggesting it may reflect tumor microstructure.
Area of Science:
- Radiology
- Oncology
- Medical Imaging Analysis
Background:
- Texture analysis is an emerging imaging technique for quantifying heterogeneity in radiological images.
- Its capability to reflect tumor microstructure, particularly in head and neck squamous cell carcinomas (HNSCC), remains unclear.
- Understanding tumor microstructure is crucial for accurate diagnosis and treatment planning.
Purpose of the Study:
- To correlate histopathology parameters with texture features derived from contrast-enhanced CT images in HNSCC.
- To investigate the potential of CT texture analysis in reflecting tumor microstructure and hypoxia.
Main Methods:
- Retrospective analysis of 28 patients with histopathologically proven HNSCC.
- Semiautomatic calculation of EGFR, VEGF, Hif1-alpha, Ki67, and p53 expression from immunohistochemical specimens.
- Texture analysis performed on contrast-enhanced CT images; Spearman's correlation with Benjamini-Hochberg correction.
Main Results:
- Several texture features showed correlation with histopathological parameters.
- After correction, CT texture joint entropy and CT entropy demonstrated a statistically significant correlation with Hif1-alpha expression (ρ = -0.60 and ρ = -0.50, respectively).
- These findings suggest a link between CT texture features and tumor hypoxia.
Conclusions:
- CT texture joint entropy and CT entropy are associated with Hif1-alpha expression in HNSCC.
- These texture features may serve as non-invasive biomarkers to reflect hypoxic areas within HNSCC.
- Further research is warranted to validate these findings and explore their clinical utility.
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