Connectome architecture shapes large-scale cortical alterations in schizophrenia: a worldwide ENIGMA study
Preprint 2023 en
Authors
FG
Foivos Georgiadis
SL
Sara Larivière
DG
David C. Glahn
Abstract
2 min read
Abstract While schizophrenia is considered a prototypical network disorder characterized by widespread brain-morphological alterations, it still remains unclear whether distributed structural alterations robustly reflect underlying network layout. Here, we tested whether large-scale structural alterations in schizophrenia relate to normative structural and functional connectome architecture, and systematically evaluated robustness and generalizability of these network-level alterations. Leveraging anatomical MRI scans from 2,439 adults with schizophrenia and 2,867 healthy controls from 26 ENIGMA sites and normative data from the Human Connectome Project (n=207), we evaluated structural alterations of schizophrenia against two network susceptibility models: i) hub vulnerability, which examines associations between regional network centrality and magnitude of disease-related alterations; ii) epicenter mapping, which identify regions whose typical connectivity profile most closely resembles the disease-related morphological alterations. To assess generalizability and specificity, we contextualized the influence of site, disease stages, and individual clinical factors and compared network associations of schizophrenia with that found in affective disorders. Schizophrenia-related structural alterations co-localized with interconnected functional and structural hubs and harbored temporo-paralimbic and frontal epicenters. Findings were robust across sites and related to individual symptom profiles. We observed localized unique epicenters for first-episode psychosis and early stages, and transmodal epicenters that were shared across first-episode to chronic stages. Moreover, transdiagnostic comparisons revealed overlapping epicenters in schizophrenia and bipolar, but not major depressive disorder, yielding insights in pathophysiological continuity within the schizophrenia-bipolar-spectrum. In sum, cortical alterations over the course of schizophrenia robustly follow brain network architecture, emphasizing marked hub susceptibility and temporo-frontal epicenters at both the level of the group and the individual. Subtle variations of epicenters across disease stages suggest interacting pathological processes, while associations with patient-specific symptoms support additional inter-individual variability of hub vulnerability and epicenters in schizophrenia. Our work contributes to recognizing potentially common pathways to better understand macroscale structural alterations, and inter-individual variability in schizophrenia.
Foivos Georgiadis, Sara Larivière, David C. Glahn, L. Elliot Hong, Peter Kochunov, Bryan Mowry, Carmel M. Loughland, Christos Pantelis, Frans Henskens, Melissa J. Green, Murray J. Cairns, Patricia T. Michie, Paul E. Rasser, Stanley V. Catts, Paul A. Tooney, Rodney J. Scott, Ulrich Schall, Vaughan J. Carr, Yann Quidé, Axel Krug, Frederike Stein, Igor Nenadić, Katharina Brosch, Tilo Kircher, Raquel E. Gur, Ruben C. Gur, Theodore D. Satterthwaite, Andriana Karuk, Edith Pomarol-Clotet, Joaquim Raduà, Paola Fuentes‐Claramonte, Raymond Salvador, Gianfranco Spalletta, Aristotle N. Voineskos, Kang Sim, Benedicto Crespo‐Facorro, Diana Tordesillas Gutiérrez, Stefan Ehrlich, Nicolás Crossley, Dominik Grotegerd, Jonathan Repple, Rebekka Lencer, Udo Dannlowski, Vince D. Calhoun, Kelly Rootes-Murdy, Caroline Demro, Ian S. Ramsay, Scott R. Sponheim, André Schmidt, Stefan Borgwardt, A. S. Tomyshev, И. С. Лебедева, Cyril Höschl, Filip Španiel, Adrian Preda, Dana Nguyen, Anne Uhlmann, Dan Joseph Stein, Fleur M. Howells, Henk Temmingh, Ana M. Diaz Zuluaga, Carlos López‐Jaramillo, Felice Iasevoli, Ellen Ji, Stephanie Homan, Wolfgang Omlor, Philipp Homan, Stefan Kaiser, Erich Seifritz, Bratislav Mišić, Sofie L. Valk, Paul M. Thompson, Theo G.M. van Erp, Jessica A. Turner, Boris C. Bernhardt, Matthias Kirschner
Meike D. Hettwer, Sara Larivière, BY Park, OA van den Heuvel, Lianne Schmaal, Ole A. Andreassen, CRK Ching, Martine Hoogman, Jan Buitelaar, DJ Veltman, Dan Joseph Stein, Barbara Franke, TGM van Erp, Neda Jahanshad, Paul M. Thompson, SI Thomopoulos, Richard A. I. Bethlehem, BC Bernhardt, Simon B. Eickhoff, SL Valk
Meike D. Hettwer, Sara Larivière, Bo‐yong Park, Odile A. van den Heuvel, Lianne Schmaal, Ole A. Andreassen, Christopher R. K. Ching, Martine Hoogman, Jan K. Buitelaar, Daan van Rooij, Dick J. Veltman, Dan Joseph Stein, Barbara Franke, Theo G.M. van Erp, Daan van Rooij, Odile A. van den Heuvel, Theo G.M. van Erp, Neda Jahanshad, Paul M. Thompson, Sophia I. Thomopoulos, Richard A. I. Bethlehem, Boris C. Bernhardt, Simon B. Eickhoff,
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