Distinct spatiotemporal patterns of cortical thinning in Alzheimer's disease-type cognitive impairment and subcortical vascular cognitive impairment.
Jinhee KimJonghoon KimYu-Hyun ParkHeejin YooJun Pyo KimHyemin JangHyunjin ParkSang Won SeoPublished in: Communications biology (2024)
Previous studies on Alzheimer's disease-type cognitive impairment (ADCI) and subcortical vascular cognitive impairment (SVCI) has rarely explored spatiotemporal heterogeneity. This study aims to identify distinct spatiotemporal cortical atrophy patterns in ADCI and SVCI. 1,338 participants (713 ADCI, 208 SVCI, and 417 cognitively unimpaired elders) underwent brain magnetic resonance imaging (MRI), amyloid positron emission tomography, and neuropsychological tests. Using MRI, this study measures cortical thickness in five brain regions (medial temporal, inferior temporal, posterior medial parietal, lateral parietal, and frontal areas) and utilizes the Subtype and Stage Inference (SuStaIn) model to predict the most probable subtype and stage for each participant. SuStaIn identifies two distinct cortical thinning patterns in ADCI (medial temporal: 65.8%, diffuse: 34.2%) and SVCI (frontotemporal: 47.1%, parietal: 52.9%) patients. The medial temporal subtype of ADCI shows a faster decline in attention, visuospatial, visual memory, and frontal/executive domains than the diffuse subtype (p-value < 0.01). However, there are no significant differences in longitudinal cognitive outcomes between the two subtypes of SVCI. Our study provides valuable insights into the distinct spatiotemporal patterns of cortical thinning in patients with ADCI and SVCI, suggesting the potential for individualized therapeutic and preventive strategies to improve clinical outcomes.
Keyphrases
- cognitive impairment
- working memory
- magnetic resonance imaging
- positron emission tomography
- computed tomography
- white matter
- end stage renal disease
- contrast enhanced
- chronic kidney disease
- single cell
- mild cognitive impairment
- magnetic resonance
- type diabetes
- skeletal muscle
- adipose tissue
- genome wide
- gene expression
- peritoneal dialysis
- high grade
- minimally invasive
- cross sectional
- weight loss
- resting state
- cerebral ischemia
- pet ct
- community dwelling