NRSN1 associated grey matter volume of the visual word form area reveals dyslexia before school

Publikation: Beitrag in FachzeitschriftForschungsartikelBeigetragenBegutachtung

Beitragende

  • Michael A. Skeide - , Max-Planck-Institut für Kognitions- und Neurowissenschaften (Autor:in)
  • Indra Kraft - , Max-Planck-Institut für Kognitions- und Neurowissenschaften (Autor:in)
  • Bent Müller - , Fraunhofer-Institut für Zelltherapie und Immunologie (Autor:in)
  • Gesa Schaadt - , Max-Planck-Institut für Kognitions- und Neurowissenschaften, Humboldt-Universität zu Berlin (Autor:in)
  • Nicole E. Neef - , Max-Planck-Institut für Kognitions- und Neurowissenschaften (Autor:in)
  • Jens Brauer - , Max-Planck-Institut für Kognitions- und Neurowissenschaften (Autor:in)
  • Arndt Wilcke - , Fraunhofer-Institut für Zelltherapie und Immunologie (Autor:in)
  • Holger Kirsten - , Fraunhofer-Institut für Zelltherapie und Immunologie, Universität Leipzig (Autor:in)
  • Johannes Boltze - , Fraunhofer-Institut für Zelltherapie und Immunologie, Universität zu Lübeck (Autor:in)
  • Angela D. Friederici - , Max-Planck-Institut für Kognitions- und Neurowissenschaften (Autor:in)

Abstract

Literacy learning depends on the flexibility of the human brain to reconfigure itself in response to environmental influences. At the same time, literacy and disorders of literacy acquisition are heritable and thus to some degree genetically predetermined. Here we used a multivariate non-parametric genetic model to relate literacy-associated genetic variants to grey and white matter volumes derived by voxel-based morphometry in a cohort of 141 children. Subsequently, a sample of 34 children attending grades 4 to 8, and another sample of 20 children, longitudinally followed from kindergarten to first grade, were classified as dyslexics and controls using linear binary support vector machines. The NRSN1-associated grey matter volume of the 'visual word form area' achieved a classification accuracy of ~ 73% in literacy-experienced students and distinguished between later dyslexic individuals and controls with an accuracy of 75% at kindergarten age. These findings suggest that the cortical plasticity of a region vital for literacy might be genetically modulated, thereby potentially preconstraining literacy outcome. Accordingly, these results could pave the way for identifying and treating the most common learning disorder before it manifests itself in school.

Details

OriginalspracheEnglisch
Seiten (von - bis)2792-2803
Seitenumfang12
FachzeitschriftBrain
Jahrgang139
Ausgabenummer10
PublikationsstatusVeröffentlicht - 1 Okt. 2016
Peer-Review-StatusJa
Extern publiziertJa

Externe IDs

ORCID /0009-0004-4533-5880/work/150882771

Schlagworte

ASJC Scopus Sachgebiete

Schlagwörter

  • dyslexia, imaging genetics, NRSN1, visual word form area, voxel-based morphometry