APT-Weighted Imaging and ADC Histogram Analysis for Predicting Response to Neoadjuvant Chemoradiation Locally Advanced Rectal Cancer
Motivation: Early predicting the response to nCRT is important for patients with potentially curable locally advanced rectal cancer (LARC). Goal(s): To assess early treatment response and explore personalized strategies to enhance therapeutic outcomes. Approach: Using radiotherapy-induced APTw and ADC histogram before radiotherapy and after the 10th session of radiotherapy to quantitatively describe the corresponding changes. Results: The model constructed using APTw histogram features at the 10th radiotherapy session exhibited the best predictive performance (AUC 0.954), outperforming MRI-TRG (AUC 0.693) and RECIST 1.1 (AUC 0.792), which can be used for early clinical assessment of treatment response in LARC patients receiving nCRT. Impact: The histogram characteristics and characteristic change of the APTw and ADC of pre- and mid treatment can non-invasively and predict the treatment response of LARC patients undergoing nCRT, providing a novel quantitative assessment method for evaluating treatment response.
Authors
- Yonglan He (ORCID: https://orcid.org/0000-0003-2567-9710)
- Weifeng Xu (ORCID: https://orcid.org/0000-0002-0327-300X)
- Yun Du (ORCID: https://orcid.org/0000-0001-8689-5375)
- Gang Huang (ORCID: https://orcid.org/0000-0002-5786-7110)
- kai ai
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2025-09-16
- DOI
- https://doi.org/10.58530/2025/4064
- Primary Topic
- Colorectal Cancer Surgical Treatments
- Type
- article
- Field-Weighted Citation Impact
- 0.00