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Schizotypy-related magnetization of cortex in healthy adolescence is co-located with expression of schizophrenia-related genes

View ORCID ProfileRafael Romero-Garcia, View ORCID ProfileJakob Seidlitz, Kirstie J Whitaker, Sarah E Morgan, Peter Fonagy, Raymond J Dolan, Peter B Jones, Ian M Goodyer, John Suckling, the NSPN Consortium, Petra E Vértes, Edward T Bullmore
doi: https://doi.org/10.1101/487108
Rafael Romero-Garcia
1Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, UK
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  • ORCID record for Rafael Romero-Garcia
  • For correspondence: rr480@cam.ac.uk
Jakob Seidlitz
1Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, UK
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  • ORCID record for Jakob Seidlitz
Kirstie J Whitaker
1Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, UK
2The Alan Turing Institute, London, NW1 2DB, UK
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Sarah E Morgan
1Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, UK
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Peter Fonagy
3Research Department of Clinical, Educational and Health Psychology, University College London, London, WC1E 6BT, UK
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Raymond J Dolan
4Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, WC1N 3BG, UK
5Max Planck UCL Centre for Computational Psychiatry and Ageing Research, London, WC1B 5EH, UK
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Peter B Jones
1Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, UK
6Cambridgeshire and Peterborough NHS Foundation Trust, Huntingdon, PE29 3RJ, UK
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Ian M Goodyer
1Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, UK
6Cambridgeshire and Peterborough NHS Foundation Trust, Huntingdon, PE29 3RJ, UK
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John Suckling
1Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, UK
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Petra E Vértes
1Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, UK
2The Alan Turing Institute, London, NW1 2DB, UK
7School of Mathematical Sciences, Queen Mary University of London, London E1 4NS, UK
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Edward T Bullmore
1Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, UK
6Cambridgeshire and Peterborough NHS Foundation Trust, Huntingdon, PE29 3RJ, UK
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Abstract

Background Genetic risk is thought to drive clinical variation on a spectrum of schizophrenia-like traits but the underlying changes in brain structure that mechanistically link genomic variation to schizotypal experience and behaviour are unclear.

Methods We assessed schizotypy using a self-reported questionnaire, and measured magnetization transfer (MT), as a putative micro-structural MRI marker of intra-cortical myelination, in 68 brain regions, in 248 healthy young people (aged 14-25 years). We used normative adult brain gene expression data, and partial least squares (PLS) analysis, to find the weighted gene expression pattern that was most co-located with the cortical map of schizotypy-related magnetization (SRM).

Results Magnetization was significantly correlated with schizotypy in bilateral posterior cingulate cortex and precuneus (and for disorganized schizotypy also in medial prefrontal cortex; all FDR-corrected P < 0.05), which are regions of the default mode network specialized for social and memory functions. The genes most positively weighted on the whole genome expression map co-located with SRM were enriched for genes that were significantly down-regulated in two prior case-control histological studies of brain gene expression in schizophrenia. Conversely, the most negatively weighted genes were enriched for genes that were transcriptionally up-regulated in schizophrenia. Positively weighted (down-regulated) genes were enriched for neuronal, specifically inter-neuronal, affiliations and coded a network of proteins comprising a few highly interactive “hubs” such as parvalbumin and calmodulin.

Conclusions Microstructural MRI maps of intracortical magnetization can be linked to both the behavioural traits of schizotypy and to prior histological data on dysregulated gene expression in schizophrenia.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted November 29, 2019.
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Schizotypy-related magnetization of cortex in healthy adolescence is co-located with expression of schizophrenia-related genes
Rafael Romero-Garcia, Jakob Seidlitz, Kirstie J Whitaker, Sarah E Morgan, Peter Fonagy, Raymond J Dolan, Peter B Jones, Ian M Goodyer, John Suckling, the NSPN Consortium, Petra E Vértes, Edward T Bullmore
bioRxiv 487108; doi: https://doi.org/10.1101/487108
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Schizotypy-related magnetization of cortex in healthy adolescence is co-located with expression of schizophrenia-related genes
Rafael Romero-Garcia, Jakob Seidlitz, Kirstie J Whitaker, Sarah E Morgan, Peter Fonagy, Raymond J Dolan, Peter B Jones, Ian M Goodyer, John Suckling, the NSPN Consortium, Petra E Vértes, Edward T Bullmore
bioRxiv 487108; doi: https://doi.org/10.1101/487108

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