Biomedical subjects

A Canuto

Publications and source records attributed to A Canuto.

3 recordsLinked to original sources

PubMed2001

Clinical validity of A beta-protein deposition staging in brain aging and Alzheimer disease.

Braak's neurofibrillary tangle (NFT) pathology staging system of Alzheimer disease (AD) correlates generally with clinical data. Recently, Braak's group proposed an Abeta-protein staging based on the progression of amyloid deposition in the medial temporal lobe. To examine its clinical validity and evaluate whether it adds predictive power to NFT-based staging, we performed a study comparing both neuropathological classifications with clinical dementia rating scale (CDR) scores in a large autopsy series. The 2 neuropathological staging systems were strongly correlated. Their association with clinical severity was highly significant. However, the strength of the relationship was greater for NFT-based staging. It accounted for 26.5% of the variability in clinical severity, Abeta-protein-based staging for 13.0%, and age for 4.4%. Compared to NFT-based staging, the Abeta-protein-based system was less able to distinguish mild cognitive changes from dementia and showed marked overlap among the various stages of cognitive decline. In a multivariate model, NFT and age together accounted for 27.2% of the clinical variability and the addition of Abeta-protein deposition staging could only explain an extra 2.9%. Our data support the close relationship between NFT progression and amyloid formation within the medial temporal lobe proposed by Braak's group but demonstrate the limited value of Abeta-protein deposition staging in terms of clinicopathological correlations.

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PubMed2001

Improving ARTMAP learning through variable vigilance.

This paper presents a mechanism to vary the vigilance parameter in the RePART fuzzy neural network. This mechanism helps to smooth out the problem of category proliferation which affects ARTMAP-based networks. Empirical experiments show that the use of variable vigilance improves the performance of the RePART model while, at the same time, requiring a less complex structure.

Algorithms↗

PubMed2000

Clinical validity of Braak neuropathological staging in the oldest-old.

Several studies have demonstrated a good correlation between clinical severity and Braak's neuropathological staging in Alzheimer's disease (AD). However, nonagenarians and centenarians display a different pattern of cortical vulnerability to the neurodegenerative process compared to younger elderly, and it is not known whether correlations between clinical severity and neuropathological stages remain valid in this age group. To address this issue we compared Clinical Dementia Rating scale (CDR) scores and Braak stages in 116 patients over 90 years of age with either no cognitive impairment or very mild to severe AD. There is a strong positive correlation between CDR scores and Braak staging (Spearman coefficient = 0.66; P < 0.01). However, neuropathological staging does not distinguish cases with normal cognition (CDR 0) from those with mild cognitive changes (CDR 0.5). Unlike younger cohorts, Braak stages I and II are frequently associated with questionable dementia in this age group. Braak stage III overlaps with all CDR levels and correlates poorly with cognitive function. Braak stages IV or greater are consistently associated with at least mild dementia. Consistent with our previous neuropathological analyses of nonagenarians and centenarians, the present data suggest that the substantial involvement of the hippocampus which characterizes Braak stage IV is a key step in the development of overt clinical signs of dementia in the oldest-old. Moreover, they indicate that Braak staging represents a broad concept of the evolution of neurofibrillary tangles rather than a precise hierarchical model associated with a stepwise deterioration of cognitive abilities near the upper limit of life.

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