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Cortical excitation:inhibition imbalance causes abnormal brain network dynamics as observed in neurodevelopmental disorders

View ORCID ProfileMarija Markicevic, View ORCID ProfileBen D. Fulcher, Christopher Lewis, View ORCID ProfileFritjof Helmchen, Markus Rudin, View ORCID ProfileValerio Zerbi, View ORCID ProfileNicole Wenderoth
doi: https://doi.org/10.1101/492108
Marija Markicevic
aNeural Control of Movement Lab, HEST, ETH Zürich, Winterthurerstrasse 190, 8093 Zurich, Switzerland
dNeuroscience Center Zurich, University and ETH Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
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  • ORCID record for Marija Markicevic
Ben D. Fulcher
bSchool of Physics, The University of Sydney, NSW 2006, Australia
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Christopher Lewis
cBrain Research Institute, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
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Fritjof Helmchen
cBrain Research Institute, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
dNeuroscience Center Zurich, University and ETH Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
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Markus Rudin
dNeuroscience Center Zurich, University and ETH Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
eInstitute of Pharmacology and Toxicology, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
fInstitute for Biomedical Engineering, University and ETH Zurich, Wolfgang-Pauli-Str. 27, 8093 Zurich, Switzerland
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Valerio Zerbi
aNeural Control of Movement Lab, HEST, ETH Zürich, Winterthurerstrasse 190, 8093 Zurich, Switzerland
dNeuroscience Center Zurich, University and ETH Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
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  • For correspondence: valerio.zerbi@hest.ethz.ch
Nicole Wenderoth
aNeural Control of Movement Lab, HEST, ETH Zürich, Winterthurerstrasse 190, 8093 Zurich, Switzerland
dNeuroscience Center Zurich, University and ETH Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
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Abstract

Abnormal brain development manifests itself at different spatial scales. However, whether abnormalities at the cellular level can be diagnosed from network activity measured withfunctional magnetic resonance imaging (fMRI) is largely unknown, yet of high clinical relevance. Here we applied fMRI while using chemogenetics to increase the excitation-to-inhibition ratio (E:I) within cortical microcircuits of the mouse brain, thereby mimicking a putative mechanism of neurodevelopmental disorders including autism. Increased E:I caused a significant reduction of long-range connectivity, irrespective of whether excitatory neurons were facilitated or inhibitory Parvalbumin interneurons were suppressed. Training a classifier on fMRI signals, we were able to accurately classify cortical areas exhibiting increased E:I. This classifier was validated in an independent cohort of Fmr1y/- knock-out mice, a model for autism with well-documented loss of Parvalbumin neurons and chronic alterations of E:I. Our findings demonstrate a promising novel approach towards inferring microcircuit abnormalities from macroscopic fMRI measurements.

Footnotes

  • ↵* V.Z and N.W share last authorship.

  • Abbreviations

    ASD
    autism spectrum disorder
    ASL
    arterial spin labelling
    BOLD
    blood-oxygen level dependent
    CAMKII
    alpha-calcium/calmodulin-dependent protein kinase II promoter
    CBF
    cerebral blood flow
    CP
    caudate putamen
    DREADD
    Designer Receptors Exclusively Activated by Designer Drugs
    FC
    functional connectivity
    Fmr1
    fragile X mental retardation 1 gene
    hM3Dq
    excitatory DREADD
    hM4Di
    inhibitory DREADD
    MOctx
    primary somatomotor cortex
    PV
    parvalbumin interneurons
    PVCre
    parvalbumin cre-dependant
    PVCre-hM4Di
    PVCre mice injected with hM4Di DREADD
    ReHo
    Regional Homogeneity
    rsfMRI
    resting-state functional Magnetic Resonance Imaging
    SSctx
    primary somatosensory cortex
    STR
    striatum
    TEa
    temporal association cortex
    TH
    thalamus
    VMHC
    Voxel-mirrored Homotopic Connectivity
    Wt-hM3Dq
    wildtype mice injected with hM3Dq DREADD
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    Posted August 16, 2019.
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    Cortical excitation:inhibition imbalance causes abnormal brain network dynamics as observed in neurodevelopmental disorders
    Marija Markicevic, Ben D. Fulcher, Christopher Lewis, Fritjof Helmchen, Markus Rudin, Valerio Zerbi, Nicole Wenderoth
    bioRxiv 492108; doi: https://doi.org/10.1101/492108
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    Cortical excitation:inhibition imbalance causes abnormal brain network dynamics as observed in neurodevelopmental disorders
    Marija Markicevic, Ben D. Fulcher, Christopher Lewis, Fritjof Helmchen, Markus Rudin, Valerio Zerbi, Nicole Wenderoth
    bioRxiv 492108; doi: https://doi.org/10.1101/492108

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