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Regional gene expression signatures are associated with sex-specific functional connectivity changes in depression

Author

Listed:
  • Aleksandr Talishinsky

    (Weill Cornell Medicine
    Weill Cornell Medicine)

  • Jonathan Downar

    (University Health Network
    University of Toronto)

  • Petra E. Vértes

    (University of Cambridge)

  • Jakob Seidlitz

    (Children’s Hospital of Philadelphia
    University of Pennsylvania)

  • Katharine Dunlop

    (Weill Cornell Medicine
    Weill Cornell Medicine)

  • Charles J. Lynch

    (Weill Cornell Medicine
    Weill Cornell Medicine)

  • Heather Whalley

    (University of Edinburgh)

  • Andrew McIntosh

    (University of Edinburgh)

  • Fidel Vila-Rodriguez

    (University of British Columbia)

  • Zafiris J. Daskalakis

    (University of California)

  • Daniel M. Blumberger

    (University of Toronto
    Centre for Addiction and Mental Health)

  • Conor Liston

    (Weill Cornell Medicine
    Weill Cornell Medicine)

Abstract

The neural substrates of depression may differ in men and women, but the underlying mechanisms are incompletely understood. Here, we show that depression is associated with sex-specific patterns of abnormal functional connectivity in the default mode network and in five regions of interest with sexually dimorphic transcriptional effects. Regional differences in gene expression in two independent datasets explained the neuroanatomical distribution of abnormal connectivity. These gene sets varied by sex and were strongly enriched for genes implicated in depression, synapse function, immune signaling, and neurodevelopment. In an independent sample, we confirmed the prediction that individual differences in default mode network connectivity are explained by inferred brain expression levels for six depression-related genes, including PCDH8, a brain-specific protocadherin integral membrane protein implicated in activity-related synaptic reorganization. Together, our results delineate both shared and sex-specific changes in the organization of depression-related functional networks, with implications for biomarker development and fMRI-guided therapeutic neuromodulation.

Suggested Citation

  • Aleksandr Talishinsky & Jonathan Downar & Petra E. Vértes & Jakob Seidlitz & Katharine Dunlop & Charles J. Lynch & Heather Whalley & Andrew McIntosh & Fidel Vila-Rodriguez & Zafiris J. Daskalakis & Da, 2022. "Regional gene expression signatures are associated with sex-specific functional connectivity changes in depression," Nature Communications, Nature, vol. 13(1), pages 1-20, December.
    • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-32617-1
    DOI: 10.1038/s41467-022-32617-1
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