Posterior AD-Type pathology

Cognitive subtypes emerging from a cluster analysis

Antonella Cappa, Nicoletta Ciccarelli, Eleonora Baldonero, Marialuisa Martelli, Maria Caterina Silveri

Research output: Contribution to journalArticle

5 Citations (Scopus)

Abstract

Background. "Posterior shift" of the neuropathological changes of Alzheimer's disease (AD) produces a syndrome (posterior cortical atrophy) (PCA) dominated by high-level visual deficits. Objective. To explore in patients with AD-type pathology whether a data-driven analysis (cluster analysis) based on neuropsychological findings resulted in the emergence of different subgroups of patients; in particular to find out whether it was possible to identify patients with visuospatial deficits consistent with the hypothesis that PCA is a "dorsal stream" syndrome or, rather, whether there were subgroups of patients with different types of impairment within the high-level visual domain. Methods. 23 PCA and 16 DAT patients were studied. By a principal component analysis performed on a wide range of neuropsychological tasks, 15 variables were obtained that loaded onto five main factors (memory, language, perceptual, visuospatial, and calculation) which entered a hierarchical cluster analysis. Results. Four clusters of cognitive impairment emerged: visuospatial/perceptual, memory, perceptual/calculation, and language. Only in the first cluster a visuospatial deficit clearly emerged. Conclusions. AD pathology produces not only variants dominated by memory (DAT) and, to a lesser extent, visuospatial deficit (PCA), but also other distinct syndromic subtypes with disorders in visual perception and language which reflect a different vulnerability of specific functional networks.

Original languageEnglish
Article number259358
JournalBehavioural Neurology
Volume2014
DOIs
Publication statusPublished - 2014

Fingerprint

Cluster Analysis
Alzheimer Disease
Atrophy
Pathology
Language
Visual Perception
Principal Component Analysis

ASJC Scopus subject areas

  • Neuropsychology and Physiological Psychology
  • Clinical Neurology
  • Neurology
  • Medicine(all)

Cite this

Posterior AD-Type pathology : Cognitive subtypes emerging from a cluster analysis. / Cappa, Antonella; Ciccarelli, Nicoletta; Baldonero, Eleonora; Martelli, Marialuisa; Silveri, Maria Caterina.

In: Behavioural Neurology, Vol. 2014, 259358, 2014.

Research output: Contribution to journalArticle

Cappa, Antonella ; Ciccarelli, Nicoletta ; Baldonero, Eleonora ; Martelli, Marialuisa ; Silveri, Maria Caterina. / Posterior AD-Type pathology : Cognitive subtypes emerging from a cluster analysis. In: Behavioural Neurology. 2014 ; Vol. 2014.
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