Associations between cortical β-amyloid burden, fornix microstructure and cognitive processing of faces, places, bodies and other visual objects in early Alzheimer's disease.
José Bourbon-TelesLília JorgeNádia CanárioRicardo MartinsIsabel SantanaMiguel Castelo-BrancoPublished in: Hippocampus (2022)
Using two imaging modalities, that is, Pittsburgh compound B (PiB) positron emission tomography (PET) and diffusion tensor imaging (DTI) the present study tested associations between cortical amyloid-beta (Aβ) burden and fornix microstructural changes with cognitive deficits in early Alzheimer's disease (AD), namely deficits in working memory (1-back) processing of visual object categories (faces, places, objects, bodies and verbal material). Second, we examined cortical Aβ associations with fornix microstructure. Seventeen early AD patients and 17 healthy-matched controls were included. Constrained spherical deconvolution-based tractography was used to segment the fornix and a control tract the central branch of the superior longitudinal fasciculus (CB-SLF) previously implicated in working memory processes. Standard uptake value ratios (SUVR) of Aβ were extracted from 45 cortical/subcortical regions from the AAL atlas and subject to principal component analysis for data reduction. Patients exhibited (i) impairments in cognitive performance (ii) reductions in fornix fractional anisotropy (FA) and (iii) increases in a component that loaded highly on cortical Aβ. There were no group differences in CB-SLF FA and in a component loading highly on subcortical Aβ. Partial correlation analysis in the patient group showed (i) positive associations between fornix FA and performance for all the visual object categories and (ii) a negative association between the cortical Aβ component and performance for the object categories but not for the remaining classes of visual stimuli. A subsequent analysis showed a positive association between overall cognition (performance across distinct 1-back task conditions) with fornix FA but no association with cortical Aβ burden, in keeping with influential accounts on early onset AD. This indicates that the fornix degenerates early in AD and contributes to deficits in working memory processing of visual object categories; though it is also important to acknowledge the importance of prospective longitudinal studies with larger samples. Overall, the effect sizes of fornical degeneration on visual working memory appeared stronger than the ones related to amyloid burden.
Keyphrases
- working memory
- white matter
- transcranial direct current stimulation
- positron emission tomography
- early onset
- attention deficit hyperactivity disorder
- end stage renal disease
- computed tomography
- ejection fraction
- newly diagnosed
- chronic kidney disease
- traumatic brain injury
- multiple sclerosis
- prognostic factors
- pet imaging
- machine learning
- peritoneal dialysis
- risk factors
- case report
- photodynamic therapy
- high resolution
- mass spectrometry
- pet ct
- patient reported outcomes
- mild cognitive impairment
- data analysis
- deep learning
- case control