The Main Sources of Intersubject Variability in Neuronal Activation for Reading Aloud

The aim of this study was to find the most prominent source of intersubject variability in neuronal activation for reading familiar words aloud. To this end, we collected functional imaging data from a large sample of subjects ( = 76) with different demographic characteristics such as handedness, se...

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Veröffentlicht in:Journal of cognitive neuroscience 2009-04, Vol.21 (4), p.654-668
Hauptverfasser: Kherif, Ferath, Josse, Goulven, Seghier, Mohamed L., Price, Cathy J.
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container_issue 4
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Josse, Goulven
Seghier, Mohamed L.
Price, Cathy J.
description The aim of this study was to find the most prominent source of intersubject variability in neuronal activation for reading familiar words aloud. To this end, we collected functional imaging data from a large sample of subjects ( = 76) with different demographic characteristics such as handedness, sex, and age, while reading. The subject-by-subject error variance was estimated from a one-sample test (on all 76 subjects) and was reduced to a lower dimension using principal components decomposition. A Gaussian Mixture Model was then applied to dissociate different subgroups of subjects that explained the main sources of variability in the data. This resulted in the identification of four different subject groups. The comparison of these subgroups to the subjects' demographic details showed that age had a significant effect on the subject partitioning. In addition, a region-by-group dissociation in the dorsal and the ventral inferior frontal cortex was consistent with previously reported dissociations in semantic and nonsemantic reading strategies. In contrast to these significant findings, the groupings did not differentiate subjects on the basis of either sex or handedness, nor did they segregate the subjects with right- versus left-lateralized reading activation. We therefore conclude that, of the variables tested, age and reading strategy were the most prominent source of variability in activation for reading familiar words aloud.
doi_str_mv 10.1162/jocn.2009.21084
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subjects Adolescent
Adult
Age Differences
Age Factors
Analysis of Variance
Brain
Brain - blood supply
Brain - physiology
Brain Hemisphere Functions
Brain Mapping
Child
Diagnostic Tests
Error of Measurement
Error Patterns
Female
Functional Laterality - physiology
Gender Differences
Handedness
Humans
Image Processing, Computer-Assisted - methods
Individual Differences
Lateral Dominance
Magnetic Resonance Imaging - methods
Male
Middle Aged
Neurons
Neurosciences
Normal Distribution
Nurse patient relationships
Oral Reading
Oxygen - blood
Phonetics
Principal Component Analysis
Reaction Time - physiology
Reading
Reading Strategies
Semantics
Statistical Analysis
Studies
Young Adult
title The Main Sources of Intersubject Variability in Neuronal Activation for Reading Aloud
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