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Local molecular and global connectomic contributions to cross-disorder cortical abnormalities

Author

Listed:
  • Justine Y. Hansen

    (McGill University)

  • Golia Shafiei

    (McGill University)

  • Jacob W. Vogel

    (University of Pennsylvania)

  • Kelly Smart

    (Yale School of Medicine)

  • Carrie E. Bearden

    (University of California)

  • Martine Hoogman

    (Radboud University Medical Center
    Radboud University)

  • Barbara Franke

    (Radboud University Medical Center
    Radboud University)

  • Daan Rooij

    (Radboud University)

  • Jan Buitelaar

    (Radboud University)

  • Carrie R. McDonald

    (University of California San Diego)

  • Sanjay M. Sisodiya

    (UCL Queen Square Institute of Neurology)

  • Lianne Schmaal

    (The University of Melbourne)

  • Dick J. Veltman

    (Vrije Universiteit Amsterdam, Amsterdam Neuroscience)

  • Odile A. Heuvel

    (Vrije Universiteit Amsterdam, Amsterdam Neuroscience
    Vrije Universiteit Amsterdam, Amsterdam Neuroscience)

  • Dan J. Stein

    (University of Cape Town)

  • Theo G. M. Erp

    (University of California Irvine, 309 Qureshey Research Lab)

  • Christopher R. K. Ching

    (University of Southern California)

  • Ole A. Andreassen

    (University of Oslo and Division of Mental Health and Addiction, Oslo University Hospital)

  • Tomas Hajek

    (Dalhousie University)

  • Nils Opel

    (Jena University Hospital/Friedrich-Schiller-University Jena)

  • Gemma Modinos

    (King’s College London)

  • André Aleman

    (University of Groningen)

  • Ysbrand Werf

    (Vrije Universiteit Amsterdam, Amsterdam Neuroscience)

  • Neda Jahanshad

    (University of Southern California)

  • Sophia I. Thomopoulos

    (University of Southern California)

  • Paul M. Thompson

    (University of Southern California)

  • Richard E. Carson

    (Yale School of Medicine)

  • Alain Dagher

    (McGill University)

  • Bratislav Misic

    (McGill University)

Abstract

Numerous brain disorders demonstrate structural brain abnormalities, which are thought to arise from molecular perturbations or connectome miswiring. The unique and shared contributions of these molecular and connectomic vulnerabilities to brain disorders remain unknown, and has yet to be studied in a single multi-disorder framework. Using MRI morphometry from the ENIGMA consortium, we construct maps of cortical abnormalities for thirteen neurodevelopmental, neurological, and psychiatric disorders from N = 21,000 participants and N = 26,000 controls, collected using a harmonised processing protocol. We systematically compare cortical maps to multiple micro-architectural measures, including gene expression, neurotransmitter density, metabolism, and myelination (molecular vulnerability), as well as global connectomic measures including number of connections, centrality, and connection diversity (connectomic vulnerability). We find a relationship between molecular vulnerability and white-matter architecture that drives cortical disorder profiles. Local attributes, particularly neurotransmitter receptor profiles, constitute the best predictors of both disorder-specific cortical morphology and cross-disorder similarity. Finally, we find that cross-disorder abnormalities are consistently subtended by a small subset of network epicentres in bilateral sensory-motor, inferior temporal lobe, precuneus, and superior parietal cortex. Collectively, our results highlight how local molecular attributes and global connectivity jointly shape cross-disorder cortical abnormalities.

Suggested Citation

  • Justine Y. Hansen & Golia Shafiei & Jacob W. Vogel & Kelly Smart & Carrie E. Bearden & Martine Hoogman & Barbara Franke & Daan Rooij & Jan Buitelaar & Carrie R. McDonald & Sanjay M. Sisodiya & Lianne , 2022. "Local molecular and global connectomic contributions to cross-disorder cortical abnormalities," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-32420-y
    DOI: 10.1038/s41467-022-32420-y
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    References listed on IDEAS

    as
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    1. Andrea I. Luppi & Helena M. Gellersen & Zhen-Qi Liu & Alexander R. D. Peattie & Anne E. Manktelow & Ram Adapa & Adrian M. Owen & Lorina Naci & David K. Menon & Stavros I. Dimitriadis & Emmanuel A. Sta, 2024. "Systematic evaluation of fMRI data-processing pipelines for consistent functional connectomics," Nature Communications, Nature, vol. 15(1), pages 1-24, December.
    2. Leon D. Lotter & Amin Saberi & Justine Y. Hansen & Bratislav Misic & Casey Paquola & Gareth J. Barker & Arun L. W. Bokde & Sylvane Desrivières & Herta Flor & Antoine Grigis & Hugh Garavan & Penny Gowl, 2024. "Regional patterns of human cortex development correlate with underlying neurobiology," Nature Communications, Nature, vol. 15(1), pages 1-21, December.
    3. Xinyuan Liang & Lianglong Sun & Xuhong Liao & Tianyuan Lei & Mingrui Xia & Dingna Duan & Zilong Zeng & Qiongling Li & Zhilei Xu & Weiwei Men & Yanpei Wang & Shuping Tan & Jia-Hong Gao & Shaozheng Qin , 2024. "Structural connectome architecture shapes the maturation of cortical morphology from childhood to adolescence," Nature Communications, Nature, vol. 15(1), pages 1-18, December.

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