Please use this identifier to cite or link to this item:
http://bura.brunel.ac.uk/handle/2438/33232| Title: | Multiscale characterization of cortical signatures in positive and negative schizotypy: a worldwide ENIGMA study |
| Authors: | Kirschner, M Hodzic-Santor, B Kennedy, L Hansen, JY Antoniades, M Nenadić, I Kircher, T Krug, A Meller, T Dannlowski, U Grotegerd, D Flinkenflügel, K Meinert, S Borgers, T Goltermann, J Hahn, T Böhnlein, J Leehr, EJ Barkhau, C Fornito, A Arnatkeviciute, A Bellgrove, MA Tiego, J DeRosse, P Green, M Quidé, Y Pantelis, C Chan, RCK Wang, Y Ettinger, U Debbané, M Derome, M Gaser, C Besteher, B Diederen, K Spencer, TJ Houenou, J Pomarol-Clotet, E Salvador, R Rössler, W Smigielski, L Kumari, V Premkumar, P Park, HRP Wiebels, K Jansen, I Gilleen, J Allen, P Marsman, J-B Lebedeva, I Tomyshev, A Fett, A-K Sommer, I Koops, S Grant, P Ferrari, A Wan, B Bègue, I Hernaus, D Jalbrzikowski, M Paquola, C Larivière, S Bernhardt, B Valk, SL Misic, B van Erp, TGM Turner, JA Thompson, PM Aleman, A Dagher, A Kaiser, S Modinos, G |
| Keywords: | neuroscience;psychiatric disorders;psychology;schizophrenia |
| Issue Date: | 18-Apr-2026 |
| Publisher: | Springer Nature |
| Citation: | Kirschner, M. et al. (2026) 'Multiscale characterization of cortical signatures in positive and negative schizotypy: a worldwide ENIGMA study', Molecular Psychiatry, 0 (ahead of print), pp. 1–15. doi: 10.1038/s41380-026-03547-x. |
| Abstract: | Positive and negative schizotypy reflect distinct patterns of subclinical traits in the general population associated with neurodevelopmental and schizophrenia-spectrum pathologies. Yet, a comprehensive characterization of the unique and shared neuroanatomical signatures of these schizotypy dimensions is lacking. Leveraging 3D brain MRI data from 2730 unmedicated healthy individuals, we identified neuroanatomical profiles of positive and negative schizotypy and systematically compared them with disorder-specific, microarchitectural, neurotransmitter-level, and connectome measures. Positive and negative schizotypy were associated with distinct cortical signatures, of predominantly thinner frontal and thicker paralimbic cortical areas, respectively. These cortical signatures of positive and negative schizotypy were differentially linked to brain-wide cortical patterns of schizophrenia-spectrum (clinical high-risk for psychosis, schizophrenia) and neurodevelopmental conditions (ADHD, autism spectrum disorder and 22q11.2 deletion syndrome). Additionally, the positive and negative schizotypy-related cortical profiles mapped onto different local attributes of gene expression, cortical myelination, D1, and histamine receptor distributions. Network models further showed that positive and negative schizotypy cortical signatures were spatially associated with cortical hubs, suggesting that highly interconnected regions are more vulnerable to the morphological differences associated with both schizotypy dimensions. Finally, predominantly sensorimotor-to-association and paralimbic areas emerged as epicenters with connectivity profiles significantly linked to the schizotypy-related cortical patterns. Collectively, this study identified cortical signatures of positive and negative schizotypy traits that are embedded along multiple scales of cortical organization and neuropsychiatric pathologies. Our work yields novel insights into how neurobiology and brain architecture may guide neuroanatomical vulnerability and resilience to psychopathology in the general population. |
| Description: | Data availability:
All meta-analytic data reported in the manuscript are included in the article and its supplementary information files. Summary statistics of the case-control meta-analyses from the ENIGMA Working Groups are available from the ENIGMA Toolbox (https://enigma-toolbox.readthedocs.io/en/latest/). Preprocessed normative cortico-cortical, subcortico-cortical, and subcortico-subcortical functional and structural connectivity data are available from the ENIGMA Toolbox (https://enigma-toolbox.readthedocs.io/en/latest/). Molecular, connectivity, and receptor datasets are available from https://github.com/netneurolab/hansen_crossdisorder_vulnerability.git and https://github.com/netneurolab/hansen_receptors.git. Additional information can be made available upon reasonable request to the authors. Code availability: All software and analysis code used in this study are openly available. Image preprocessing pipelines are available through the ENIGMA consortium (https://github.com/ENIGMA-git). Statistical analyses were performed in R (version 3.6.0), including partial correlation analyses using pcor.test and random-effects meta-analyses using the metafor package (rma function). Spatial correlation, hub, and epicenter analyses were conducted using the ENIGMA Toolbox (https://enigma-toolbox.readthedocs.io/en/latest/). Dominance analysis was performed with the domir package (version 1.2.0; 10.32614/CRAN.package.domir). Supplementary information is available online at: https://www.nature.com/articles/s41380-026-03547-x#Sec24 . |
| URI: | https://bura.brunel.ac.uk/handle/2438/33232 |
| DOI: | https://doi.org/10.1038/s41380-026-03547-x |
| ISSN: | 1359-4184 |
| Appears in Collections: | Department of Life Sciences Research Papers |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| FullText.pdf | Copyright © The Author(s), under exclusive licence to Springer Nature Limited 2026. Rights and permissions: Open Access. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit https://creativecommons.org/licenses/by/4.0/. | 4.92 MB | Adobe PDF | View/Open |
This item is licensed under a Creative Commons License