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.

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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
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article

APT-Weighted Imaging and ADC Histogram Analysis for Predicting Response to Neoadjuvant Chemoradiation Locally Advanced Rectal Cancer

Yonglan He, Weifeng Xu, Yun Du, Gang Huang et al.
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
Colorectal Cancer Surgical Treatments
article

APT-Weighted Imaging and ADC Histogram Analysis for Predicting Response to Neoadjuvant Chemoradiation Locally Advanced Rectal Cancer

Yonglan He, Weifeng Xu, Yun Du, Gang Huang, kai ai
article en

Abstract

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.

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
Openalex Percentile: Top 66%
Colorectal Cancer Surgical Treatments
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APT-Weighted Imaging and ADC Histogram Analysis for Predicting Response to Neoadjuvant Chemoradiation Locally Advanced Rectal Cancer — Yonglan He, Weifeng Xu, et al. · 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 (2025) | TGRS Research Map | TGRS