Time-dependent Magnetic Resonance Imaging for Predicting Pathological Complete Response in Rectal Cancer with Neoadjuvant Therapy
Motivation: Time-dependent (TD) magnetic resonance imaging (MRI), an emerging imaging modality, offers insights into cellular microstructures, but its relevance to rectal cancer's neoadjuvant treatment response remains unknown. Goal(s): To determine the value of TD MRI-derived metrics for preoperatively predicting pathological complete response (pCR) in rectal cancer. Approach: Univariate and multivariate logistic regression analyses were used to identify key predictors of pCR. Results: Extracellular diffusivity independently predicted pCR, with a cutoff of 1.640 effectively distinguishing between pCR and non-pCR tumors. Impact: Time-dependent magnetic resonance imaging emerges as a promising tool for detecting the pathological complete response in rectal cancer following neoadjuvant therapy, potentially facilitating the selection of patients who may benefit from a watch-and-wait approach.
Authors
- Bin Song (ORCID: https://orcid.org/0000-0002-7269-2101)
- Xiaoxiao Zhang (ORCID: https://orcid.org/0009-0000-9628-6514)
- Bing Wu (ORCID: https://orcid.org/0000-0002-6690-4884)
- Yu Shen
- Xiaoling Gong
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
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/0209
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00