Intermittent Theta Burst Stimulation Modulates Overlapping Network Architecture Through Neurochemical and Gene-Regulatory Pathways in Autism Spectrum Disorder With Insomnia
Zhang, H.; Xiong, B.; liu, H.; Zhang, J.; Yu, R.; Jiang, W.; She, J.
Show abstract
BackgroundOverlapping system-level architecture in the brain, supporting both functional integration and multifunctional regional engagement, may serve as a candidate biomarker for autism spectrum disorder (ASD) interventions. However, the biological mechanisms underlying the modulation of intermittent theta-burst stimulation (iTBS) for the overlapping system patterns are poorly characterized. MethodsSeventy ASD patients with chronic insomnia were randomly allocated to real or sham iTBS group targeting the left orbitofrontal cortex, with one session per day for 8 weeks. Insomnia Severity Index (ISI) and functional magnetic resonance imaging (fMRI) were collected at baseline and post-intervention. To explore the brain overlapping system, the Shannon-entropy diversity coefficient was calculated. Then we used JuSpace toolbox to quantify spatial correlation linking iTBS-induced reorganization to atlas-based nuclear-imaging derived neurotransmitter maps. Transcriptomic-neuroimaging association analysis were subsequently interrogated with Allen Human Brain Atlas gene expression data. ResultsSleep improvement following real iTBS was associated with restored functional integration across 13 multifunctional regions. Furthermore, these changes aligned with mGluR5 and GABAA receptor densities. The overlapping regions were strongly linked to glutamatergic synaptic transmission and calcium-dependent pathways, enriched in cortical excitatory neurons with peak expression during adolescence, and converged into a highly interconnected protein-protein interaction (PPI) network centered on the Ca{superscript 2}-PKA signaling axis. ConclusionsThis study provides multi-scale evidence for the biological mechanisms underlying iTBS modulation of the overlapping system patterns among ASD with chronic insomnia.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Frequency-specific changes in prefrontal activity associated with maladaptive belief updating in volatile environments in euthymic bipolar disorder 93%
- Magnetic seizure therapy and electroconvulsive therapy increase frontal aperiodic activity 93%
- Whole-brain Mechanism of Neurofeedback Therapy: Predictive Modeling of Neurofeedback Outcomes on Repetitive Negative Thinking in Depression 92%
Similar papers in this journal
- Connectome dysfunction in patients at clinical high risk for psychosis and modulation by oxytocin 94%
- Functional dysconnectivity of visual and somatomotor networks yields a simple and robust biomarker for psychosis 93%
- ADHD symptoms map onto noise-driven structure-function decoupling between hub and peripheral brain regions 93%
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Change in brain molecular landscapes following electrical stimulation of the nucleus accumbens 93%
- Increased functional coupling of the mu opioid receptor in the anterior insula of depressed individuals 92%
- Unravelling the effects of methylphenidate on the dopaminergic and noradrenergic functional circuits 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.