Predicting Pain caused by the Intervertebral Disc Degeneration in Large Animal Model Using CEST MRI Data
Motivation: Use MRI CEST data to predict lower back pain scores in porcine model. Goal(s): To use a porcine model to correlate MRI-based biomarkers with backpain associated with IVD degeneration. Approach: IVD injury was induced in the lower three lumbar discs while keeping the upper two intact. MRI scans were performed every 4 weeks upto 16 weeks post injury. Pearson Correlations were used for data analysis. Results: MTR and Exchange rate signal clearly separate the injured and the healthy disks. There is a positive correlation between higher exchange rate signal and higher back pain while a negative correlation between MTR and pain scores. Impact: The study bridges the gap between small animal models and human clinical studies by employing a clinically relevant large animal model. The development of MRI-based pain assessment biomarkers is a critical step toward advancing our understanding of lower back pain.
Authors
- Yibin Xie (ORCID: https://orcid.org/0000-0002-0333-567X)
- Chushu Shen (ORCID: https://orcid.org/0009-0006-5865-4754)
- Dorico Righi
- Karandeep Cheema (ORCID: https://orcid.org/0009-0007-0035-1117)
- Dmitriy Sheyn (ORCID: https://orcid.org/0000-0002-3333-1485)
- Wafa Tawackoli (ORCID: https://orcid.org/0000-0003-3742-8644)
- Debiao Li (ORCID: https://orcid.org/0000-0001-8560-8231)
- Candace L. Floyd (ORCID: https://orcid.org/0000-0003-3368-2039)
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/10.58530/2024/4117
- Primary Topic
- Medical Imaging and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00