Morphometric analysis of medial temporal lobe subregions in Alzheimer's disease using high-resolution MRI.
Emre HarıElif KurtCigdem Ulasoglu-YildizAli BayramBasar BilgiçTamer DemiralpHakan I GürvitPublished in: Brain structure & function (2023)
The spread pattern of progressive degeneration seen in Alzheimer's disease (AD) to small-scale medial temporal lobe subregions is critical for early diagnosis. In this context, it was aimed to examine the morphometric changes of the hippocampal subfields, amygdala nuclei, entorhinal cortex (ERC), and parahippocampal cortex (PHC) using MRI. MRI data of patients diagnosed with 20 Alzheimer's disease dementia (ADD), 30 amnestic mild cognitive impairment (aMCI), and 30 subjective cognitive impairment (SCI) without demographic differences were used. Segmentation and parcellation were performed using FreeSurfer. The segmentation process obtained volume values of 12 hippocampal subfields and 9 amygdala nuclei. Thickness values of ERC and PHC were calculated with the parcellation process. ANCOVA was performed using age, education and gender as covariates to evaluate the intergroup differences. Linear discriminant analysis was used to investigate whether atrophy predicted groups at an early stage. ERC and PHC thickness decreased significantly throughout the disease continuum, while only ERC was affected in the early stage. When the hippocampal and amygdala subfields were compared volumetrically, significant differences were found in the amygdala between the SCI and aMCI groups. In the early period, only volume reduction in the anterior amygdaloid area of the amygdala nuclei exceeded the significance threshold. Research on AD primarily focuses on original hippocampocentric structures and their main function which is episodic memory. Our results emphasized the significance of so far relatively neglected olfactocentric structures and their functions, such as smell and social cognition in the pre-dementia stages of the AD process.
Keyphrases
- mild cognitive impairment
- cognitive decline
- functional connectivity
- early stage
- resting state
- temporal lobe epilepsy
- high resolution
- cognitive impairment
- magnetic resonance imaging
- contrast enhanced
- prefrontal cortex
- spinal cord injury
- healthcare
- end stage renal disease
- multiple sclerosis
- deep learning
- ejection fraction
- stress induced
- chronic kidney disease
- newly diagnosed
- depressive symptoms
- physical activity
- patient reported outcomes
- peritoneal dialysis
- sentinel lymph node
- artificial intelligence