Family-based clusters of cognitive test performance in familial schizophrenia.
BACKGROUND
Cognitive traits derived from neuropsychological test data are considered to be potential endophenotypes of schizophrenia. Previously, these traits have been found to form a valid basis for clustering samples of schizophrenia patients into homogeneous subgroups. We set out to identify such clusters, but apart from previous studies, we included both schizophrenia patients and family members into the cluster analysis. The aim of the study was to detect family clusters with similar cognitive test performance.


METHODS
Test scores from 54 randomly selected families comprising at least two siblings with schizophrenia spectrum disorders, and at least two unaffected family members were included in a complete-linkage cluster analysis with interactive data visualization.


RESULTS
A well-performing, an impaired, and an intermediate family cluster emerged from the analysis. While the neuropsychological test scores differed significantly between the clusters, only minor differences were observed in the clinical variables.


CONCLUSIONS
The visually aided clustering algorithm was successful in identifying family clusters comprising both schizophrenia patients and their relatives. The present classification method may serve as a basis for selecting phenotypically more homogeneous groups of families in subsequent genetic analyses.
Hoti
Fabian
F
Department of Mathematical Sciences, University of Oulu, Finland. Fabian.Hoti@helsinki.fi
Tuulio-Henriksson
Annamari
A
Haukka
Jari
J
Partonen
Timo
T
Holmström
Lasse
L
Lönnqvist
Jouko
J
D000328:Adult; D000465:Algorithms; D016000:Cluster Analysis; D003072:Cognition Disorders / Q000175:diagnosis / Q000235:genetics; D005192:Family Health; D005260:Female; D005387:Finland; D008040:Genetic Linkage; D020022:Genetic Predisposition to Disease; D006801:Humans; D008297:Male; D008875:Middle Aged; D009483:Neuropsychological Tests / Q000706:statistics & numerical data*; D010375:Pedigree; D010641:Phenotype; D012042:Registries / Q000706:statistics & numerical data; D012494:Sampling Studies; D012559:Schizophrenia / Q000175:diagnosis* / Q000235:genetics*