Myelin-Weighted Imaging Presents Reduced Apparent Myelin Water in Patients with Alzheimer's Disease.
Seung-Hyun LimJiyoon LeeSumin JungBokyung KimHak Young RheeSe-Hong OhSoonchan ParkAh Rang ChoChang-Woo RyuGeon Ho JahngPublished in: Diagnostics (Basel, Switzerland) (2022)
The purpose of this study was to investigate myelin loss in both AD and mild cognitive impairment (MCI) patients with a new myelin water mapping technique within reasonable scan time and evaluate the clinical relevance of the apparent myelin water fraction (MWF) values by assessing the relationship between decreases in myelin water and the degree of memory decline or aging. Twenty-nine individuals were assigned to the cognitively normal (CN) elderly group, 32 participants were assigned to the MCI group, and 31 patients were assigned to the AD group. A 3D visualization of the short transverse relaxation time component (ViSTa)-gradient and spin-echo (GraSE) sequence was developed to map apparent MWF. Then, the MWF values were compared between the three participant groups and was evaluated the relationship with the degree of memory loss. The AD group showed a reduced apparent MWF compared to the CN and MCI groups. The largest AUC (area under the curve) value was in the corpus callosum and used to classify the CN and AD groups using the apparent MWF. The ViSTa-GraSE sequence can be a useful tool to map the MWF in a reasonable scan time. Combining the MWF in the corpus callosum with the detection of atrophy in the hippocampus can be valuable for group classification.
Keyphrases
- ejection fraction
- mild cognitive impairment
- cognitive decline
- diffusion weighted imaging
- white matter
- computed tomography
- high resolution
- magnetic resonance
- lymph node metastasis
- machine learning
- high density
- magnetic resonance imaging
- working memory
- chronic kidney disease
- contrast enhanced
- deep learning
- end stage renal disease
- squamous cell carcinoma
- newly diagnosed
- peritoneal dialysis
- prognostic factors
- network analysis
- room temperature
- multiple sclerosis
- real time pcr