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Multi-modality imaging parameters that predict rapid tumor regression in head and neck radiotherapy
Eric Aliotta1, Ramesh Paudyal1, Bill Diplas2
1Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY.
Pre-treatment FDG PET-CT SUVmean predicts rapid tumor regression in HPV-associated oropharyngeal carcinoma. This imaging metric offers valuable insights into patient-specific treatment response during radiotherapy.
Area of Science:
- Oncology
- Radiotherapy
- Medical Imaging
Background:
- Tumor volume regression during radiotherapy indicates patient-specific treatment response.
- Human papilloma virus (HPV)-associated oropharyngeal carcinoma requires precise treatment monitoring.
- Multimodality imaging (MMI) offers potential for predicting treatment outcomes.
Purpose of the Study:
- To identify pre-treatment MMI metrics predicting rapid tumor regression.
- To evaluate the predictive value of PET, MRI, and CT in HPV+ oropharyngeal carcinoma.
- To correlate imaging findings with tumor volume changes during radiotherapy.
Main Methods:
- Acquired pre-treatment FDG PET-CT, DW-MRI, and intra-treatment MRI in 72 patients.
- Delineated nodal gross tumor volumes to measure intra-treatment volume changes.
- Computed and correlated pre-treatment PET SUV, CT HU, and DW-MRI metrics with volume loss.
Main Results:
- Baseline FDG SUVmean, CT HUmean, and DW-MRI Dmean significantly correlated with volume loss.
- FDG PET-CT SUVmean was a significant predictor of volume loss in multivariate analysis (p=0.01).
- SUVmean showed significant correlations in a separate validation cohort (N=64).
Conclusions:
- Multiple pre-treatment imaging metrics correlate with rapid tumor volume loss.
- FDG PET-CT SUVmean is a significant predictor of tumor regression.
- Pre-treatment FDG PET-CT SUVmean can guide personalized radiotherapy for HPV+ oropharyngeal carcinoma.
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