Information processing speed mediates the relationship between white matter and general intelligence in schizophrenia

Psychiatry Res Neuroimaging. 2016 Aug 30:254:26-33. doi: 10.1016/j.pscychresns.2016.05.008. Epub 2016 Jun 6.

Abstract

Several authors have proposed that schizophrenia is the result of impaired connectivity between specific brain regions rather than differences in local brain activity. White matter abnormalities have been suggested as the anatomical substrate for this dysconnectivity hypothesis. Information processing speed may act as a key cognitive resource facilitating higher order cognition by allowing multiple cognitive processes to be simultaneously available. However, there is a lack of established associations between these variables in schizophrenia. We hypothesised that the relationship between white matter and general intelligence would be mediated by processing speed. White matter water diffusion parameters were studied using Tract-based Spatial Statistics and computed within 46 regions-of-interest (ROI). Principal component analysis was conducted on these white matter ROI for fractional anisotropy (FA) and mean diffusivity, and on neurocognitive subtests to extract general factors of white mater structure (gFA, gMD), general intelligence (g) and processing speed (gspeed). There was a positive correlation between g and gFA (r= 0.67, p =0.001) that was partially and significantly mediated by gspeed (56.22% CI: 0.10-0.62). These findings suggest a plausible model of structure-function relations in schizophrenia, whereby white matter structure may provide a neuroanatomical substrate for general intelligence, which is partly supported by speed of information processing.

Keywords: Diffusion tensor MRI; General intelligence; Information processing speed; Schizophrenia; White matter.

MeSH terms

  • Adult
  • Diffusion Tensor Imaging
  • Female
  • Humans
  • Intelligence / physiology*
  • Male
  • Mental Processes / physiology*
  • Middle Aged
  • Schizophrenia / diagnostic imaging
  • Schizophrenia / pathology*
  • Schizophrenia / physiopathology*
  • White Matter / diagnostic imaging
  • White Matter / pathology*
  • Young Adult