Usefulness of Texture Analysis in 11 C-Choline PET/CT for Patients With Prostate Cancer
Background/Aim: Texture analysis provides quantitative evaluation of intratumoral heterogeneity of radiopharmaceutical uptake. ComBat harmonization, which reduces batch effects, has been applied in several 18F-fluorodeoxyglucose (FDG) positron emission tomography (PET)/computed tomography (CT) texture analysis studies. In addition, 11C-Choline PET/CT has been reported to be useful for evaluating urological tumors, including prostate cancer. This study investigated whether texture parameters derived from 11C-Choline PET/CT are associated with prostate cancer aggressiveness. Patients and Methods: A retrospective analysis was performed in 18 patients diagnosed with prostate cancer who underwent 11C-Choline PET/CT examinations. Six texture features were evaluated: entropy, homogeneity, dissimilarity, intensity variability (IV), size-zone variability (SZV) and zone percentage (ZP). Correlation coefficients between the six texture parameters and Gleason score were calculated. Results: Among the evaluated texture parameters, SZV showed the strongest correlation with Gleason score (ρ=0.45), followed by IV (ρ=0.44), entropy (ρ=0.08), homogeneity (ρ=0.04), ZP (ρ=0.03), and dissimilarity (ρ=−0.02). Conclusion: SZV and IV derived from 11C-Choline PET/CT showed correlations with Gleason score and warrant further investigation as potential imaging biomarkers of prostate cancer aggressiveness.
Authors
- Koichiro Yamakado (ORCID: https://orcid.org/0000-0001-9354-1524)
- Tatsuya Tsuchitani
- Kazuhiro Kitajima (ORCID: https://orcid.org/0000-0002-9553-996X)
- Shingo Yamamoto (ORCID: https://orcid.org/0000-0001-6032-0557)
- Yoshiyuki Takahashi (ORCID: https://orcid.org/0000-0001-8644-171X)
Institutions
- Hyogo Medical University (JP)
- Hyogo Medical University Hospital (JP)
- Hyogo University (JP)
Publication Details
- Journal
- In Vivo
- Published
- 2026-10-29
- DOI
- https://doi.org/10.21873/invivo.14523
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Japan Society for the Promotion of Science