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The Relationship Between White Matter Microstructure and General Cognitive Ability in Patients With Schizophrenia and Healthy Participants in the ENIGMA Consortium
- Source :
- The American journal of psychiatry, vol 177, iss 6, Am J Psychiatry, Holleran, L, Kelly, S, Alloza, C, Agartz, I, Andreassen, O A, Arango, C, Banaj, N, Calhoun, V, Cannon, D, Carr, V, Corvin, A, Glahn, D C, Gur, R, Hong, E, Hoschl, C, Howells, F M, James, A, Janssen, J, Kochunov, P, Lawrie, S M, Liu, J, Martinez, C, Mcdonald, C, Morris, D, Mothersill, D, Pantelis, C, Piras, F, Potkin, S, Rasser, P E, Roalf, D, Rowland, L, Satterthwaite, T, Schall, U, Spalletta, G, Spaniel, F, Stein, D J, Uhlmann, A, Voineskos, A, Zalesky, A, Van Erp, T G M, Turner, J A, Deary, I J, Thompson, P M, Jahanshad, N & Donohoe, G 2020, ' The relationship between white matter microstructure and general cognitive ability in patients with schizophrenia and healthy participants in the ENIGMA Consortium ', American Journal of Psychiatry, vol. 177, no. 6, pp. 537-547 . https://doi.org/10.1176/appi.ajp.2019.19030225
- Publication Year :
- 2020
- Publisher :
- eScholarship, University of California, 2020.
-
Abstract
- OBJECTIVESchizophrenia has recently been associated with widespread white matter microstructural abnormalities, but the functional effects of these abnormalities remain unclear. Widespread heterogeneity of results from studies published to date preclude any definitive characterization of the relationship between white matter and cognitive performance in schizophrenia. Given the relevance of deficits in cognitive function to predicting social and functional outcomes in schizophrenia, the authors carried out a meta-analysis of available data through the ENIGMA Consortium, using a common analysis pipeline, to elucidate the relationship between white matter microstructure and a measure of general cognitive performance, IQ, in patients with schizophrenia and healthy participants.METHODSThe meta-analysis included 760 patients with schizophrenia and 957 healthy participants from 11 participating ENIGMA Consortium sites. For each site, principal component analysis was used to calculate both a global fractional anisotropy component (gFA) and a fractional anisotropy component for six long association tracts (LA-gFA) previously associated with cognition.RESULTSMeta-analyses of regression results indicated that gFA accounted for a significant amount of variation in cognition in the full sample (effect size [Hedges' g]=0.27, CI=0.17-0.36), with similar effects sizes observed for both the patient (effect size=0.20, CI=0.05-0.35) and healthy participant groups (effect size=0.32, CI=0.18-0.45). Comparable patterns of association were also observed between LA-gFA and cognition for the full sample (effect size=0.28, CI=0.18-0.37), the patient group (effect size=0.23, CI=0.09-0.38), and the healthy participant group (effect size=0.31, CI=0.18-0.44).CONCLUSIONSThis study provides robust evidence that cognitive ability is associated with global structural connectivity, with higher fractional anisotropy associated with higher IQ. This association was independent of diagnosis; while schizophrenia patients tended to have lower fractional anisotropy and lower IQ than healthy participants, the comparable size of effect in each group suggested a more general, rather than disease-specific, pattern of association.
- Subjects :
- Male
Intelligence
Medical and Health Sciences
0302 clinical medicine
Cognition
Neural Pathways
Medicine
Psychiatry
Principal Component Analysis
Wechsler Scales
ENIGMA
Wechsler Adult Intelligence Scale
Brain
Statistical
Middle Aged
Serious Mental Illness
White Matter
Healthy Volunteers
Psychiatry and Mental health
medicine.anatomical_structure
Diffusion Tensor Imaging
Mental Health
Schizophrenia
Meta-analysis
Schizophrenic Psychology
Female
Factor Analysis
Clinical psychology
Adult
Article
White matter
03 medical and health sciences
Clinical Research
Fractional anisotropy
Behavioral and Social Science
Humans
Effects of sleep deprivation on cognitive performance
business.industry
Prevention
Psychology and Cognitive Sciences
Neurosciences
medicine.disease
030227 psychiatry
Brain Disorders
Case-Control Studies
Anisotropy
Factor Analysis, Statistical
business
Neurocognitive
030217 neurology & neurosurgery
Meta-Analysis
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- The American journal of psychiatry, vol 177, iss 6, Am J Psychiatry, Holleran, L, Kelly, S, Alloza, C, Agartz, I, Andreassen, O A, Arango, C, Banaj, N, Calhoun, V, Cannon, D, Carr, V, Corvin, A, Glahn, D C, Gur, R, Hong, E, Hoschl, C, Howells, F M, James, A, Janssen, J, Kochunov, P, Lawrie, S M, Liu, J, Martinez, C, Mcdonald, C, Morris, D, Mothersill, D, Pantelis, C, Piras, F, Potkin, S, Rasser, P E, Roalf, D, Rowland, L, Satterthwaite, T, Schall, U, Spalletta, G, Spaniel, F, Stein, D J, Uhlmann, A, Voineskos, A, Zalesky, A, Van Erp, T G M, Turner, J A, Deary, I J, Thompson, P M, Jahanshad, N & Donohoe, G 2020, ' The relationship between white matter microstructure and general cognitive ability in patients with schizophrenia and healthy participants in the ENIGMA Consortium ', American Journal of Psychiatry, vol. 177, no. 6, pp. 537-547 . https://doi.org/10.1176/appi.ajp.2019.19030225
- Accession number :
- edsair.doi.dedup.....e8e6a9b1dd8f5fe9e7a2a71890f4204f