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 |
| Other Identifiers: | ORCiD: Matthias Kirschner https://orcid.org/0000-0002-9486-1439 ORCiD: Justine Y. Hansen https://orcid.org/0000-0003-3142-7480 ORCiD: Igor Nenadić https://orcid.org/0000-0002-0749-7473 ORCiD: Tilo Kircher https://orcid.org/0000-0002-2514-2625 ORCiD: Axel Krug https://orcid.org/0000-0002-0564-2497 ORCiD: Udo Dannlowski https://orcid.org/0000-0002-0623-3759 ORCiD: Kira Flinkenflügel https://orcid.org/0000-0001-7738-5429 ORCiD: Susanne Meinert https://orcid.org/0000-0003-2177-7161 ORCiD: Janik Goltermann https://orcid.org/0000-0003-3087-1002 ORCiD: Tim Hahn https://orcid.org/0000-0001-6541-3795 ORCiD: Joscha Böhnlein https://orcid.org/0000-0002-9870-5599 ORCiD: Elisabeth J. Leehr https://orcid.org/0000-0002-9264-5003 ORCiD: Carlotta Barkhau https://orcid.org/0000-0002-7546-9183 ORCiD: Aurina Arnatkeviciute https://orcid.org/0000-0003-4098-7084 ORCiD: Mark A. Bellgrove https://orcid.org/0000-0003-0186-8349 ORCiD: Jeggan Tiego https://orcid.org/0000-0001-7835-6398 ORCiD: Melissa Green https://orcid.org/0000-0002-9361-4874 ORCiD: Yann Quidé https://orcid.org/0000-0002-8569-7139 ORCiD: Christos Pantelis https://orcid.org/0000-0002-9565-0238 ORCiD: Raymond C. K. Chan https://orcid.org/0000-0001-7571-6933 ORCiD: Yi Wang https://orcid.org/0000-0001-6880-5831 ORCiD: Ulrich Ettinger https://orcid.org/0000-0002-0160-0281 ORCiD: Martin Debbané https://orcid.org/0000-0002-4677-8753 ORCiD: Christian Gaser https://orcid.org/0000-0002-9940-099X ORCiD: Bianca Besteher https://orcid.org/0000-0001-7989-9298 ORCiD: Josselin Houenou https://orcid.org/0000-0003-3166-5606 ORCiD: Lukasz Smigielski https://orcid.org/0000-0002-7428-7644 ORCiD: Veena Kumari https://orcid.org/0000-0002-9635-5505 ORCiD: Haeme R. P. Park https://orcid.org/0000-0002-8680-4346 ORCiD: Imke Jansen https://orcid.org/0000-0001-9044-6468 ORCiD: James Gilleen https://orcid.org/0000-0003-1095-9058 ORCiD: Anne-Kathrin Fett https://orcid.org/0000-0003-0282-273X ORCiD: Asia Ferrari https://orcid.org/0009-0001-3227-9443 ORCiD: Indrit Bègue https://orcid.org/0000-0001-5350-4454 ORCiD: Dennis Hernaus https://orcid.org/0000-0002-8370-5756 ORCiD: Maria Jalbrzikowski https://orcid.org/0000-0001-6574-9432 ORCiD: Sara Larivière https://orcid.org/0000-0001-5701-1307 ORCiD: Boris Bernhardt https://orcid.org/0000-0001-9256-6041 ORCiD: Bratislav Misic https://orcid.org/0000-0003-0307-2862 ORCiD: Jessica A. Turner https://orcid.org/0000-0003-0076-8434 ORCiD: Alain Dagher https://orcid.org/0000-0002-0945-5779 ORCiD: Gemma Modinos https://orcid.org/0000-0002-7870-066X |
| 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