White Matter Alterations Between Brain Network Hubs Underlie Processing Speed Impairment in Patients With Schizophrenia

Author:

Klauser Paul1234ORCID,Cropley Vanessa L1,Baumann Philipp S5,Lv Jinglei6,Steullet Pascal3,Dwir Daniella3ORCID,Alemán-Gómez Yasser37,Bach Cuadra Meritxell78,Cuenod Michel3,Do Kim Q3,Conus Philippe5,Pantelis Christos19ORCID,Fornito Alex2,Van Rheenen Tamsyn E110ORCID,Zalesky Andrew111

Affiliation:

1. Melbourne Neuropsychiatry Centre, Department of Psychiatry, The University of Melbourne and Melbourne Health, Carlton South, Victoria, Australia

2. Turner Institute for Brain and Mental Health, School of Psychological Sciences, and Monash Biomedical Imaging, Monash University, Clayton, Victoria, Australia

3. Center for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland

4. Service of Child and Adolescent Psychiatry, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland

5. Service of General Psychiatry, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland

6. School of Biomedical Engineering and Brain and Mind Center, University of Sydney, Sydney, New South Whales,Australia

7. Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland

8. Medical Image Analysis Laboratory, Center for Biomedical Imaging, University of Lausanne, Lausanne, Switzerland

9. Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, Victoria, Australia

10. Centre for Mental Health, School of Health Sciences, Faculty of Health, Arts and Design, Swinburne University, Melbourne, Victoria, Australia

11. Department of Biomedical Engineering, The University of Melbourne, Melbourne, Victoria, Australia

Abstract

Abstract Processing speed (PS) impairment is one of the most severe and common cognitive deficits in schizophrenia. Previous studies have reported correlations between PS and white matter diffusion properties, including fractional anisotropy (FA), in several fiber bundles in schizophrenia, suggesting that white matter alterations could underpin decreased PS. In schizophrenia, white matter alterations are most prevalent within inter-hub connections of the rich club. However, the spatial and topological characteristics of this association between PS and FA have not been investigated in patients. In this context, we tested whether structural connections comprising the rich club network would underlie PS impairment in 298 patients with schizophrenia or schizoaffective disorder and 190 healthy controls from the Australian Schizophrenia Research Bank. PS, measured using the digit symbol coding task, was largely (Cohen’s d = 1.33) and significantly (P < .001) reduced in the patient group when compared with healthy controls. Significant associations between PS and FA were widespread in the patient group, involving all cerebral lobes. FA was not associated with other cognitive measures of phonological fluency and verbal working memory in patients, suggesting specificity to PS. A topological analysis revealed that despite being spatially widespread, associations between PS and FA were over-represented among connections forming the rich club network. These findings highlight the need to consider brain network topology when investigating high-order cognitive functions that may be spatially distributed among several brain regions. They also reinforce the evidence that brain hubs and their interconnections may be particularly vulnerable parts of the brain in schizophrenia.

Funder

National Health and Medical Research Council

Pratt Foundation

Ramsay Health Care

Schizophrenia Research Institute

NSW Ministry of Health

Adrian & Simone Frutiger Foundation

National Center of Competence in Research

Swiss National Science Foundation

NHMRC Early Career Fellowship

Sylvia and Charles Viertel Charitable Foundation

Publisher

Oxford University Press (OUP)

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