Impaired spatial dynamic functional network connectivity and neurophysiological correlates in functional stroke mimics
Premi, E.; Cantoni, V.; Benussi, A.; Iraji, A.; Calhoun, V.; Corbo, D.; Gasparotti, R.; Tinazzi, M.; Borroni, B.; Magoni, M.
Show abstract
The present study investigated spatial dynamic functional network connectivity (dFNC) in patients with functional hemiparesis (i.e., functional stroke mimics, FSM). The aim of this work was to assess dynamic brain states, which represent distinct dFNC patterns that reoccur in time and across subjects. Resting-state fMRI data were collected from 15 patients with FSM (mean age=42.3{+/-}9.4, female=80%) and 52 age-matched healthy controls (HC, mean age=42.1{+/-}8.6, female=73%). Each patient underwent a resting-state functional MRI scan for spatial dFNC evaluation and transcranial magnetic stimulation protocols for indirect assessment of GABAergic and glutamatergic transmission. We considered three dynamic brain networks, i.e., the somatomotor network (SMN), the default mode network (DMN) and the salience network (SN), each summarized into four distinct recurring spatial configurations. Compared to HC, patients with FSM showed significant decreased dwell time, e.g. the time each individual spends in each spatial state of each network, in state 2 of the SMN (HC vs. FSM, 13.5{+/-}27.1 vs. 1.9{+/-}4.1, p=0.034). Conversely, as compared to HC, FSM spent more time in state 1 of the DMN (10.8{+/-}14.9 vs. 27.3{+/-}38.9, p=0.033) and in state 3 of the SN (23.1{+/-}23.0 vs. 38.8{+/-}38.2, p=0.001). We found a significant correlation between the dwell time of impaired functional state of the SMN and measures of GABAergic neurotransmission (r=0.581, p=0.037). Specifically, longer impaired dwell time was associated with greater GABAergic inhibition. These findings demonstrate that FSM present altered functional brain network dynamics, which correlate with measures of GABAergic neurotransmission. Both dFNC and GABAergic neurotransmission may serve as potential targets for future intervention strategies.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Estimated connectivity networks outperform observed connectivity networks when classifying people with multiple sclerosis into disability groups 96%
- Functional connectivity dynamics reflect disability and multi-domain clinical impairment in patients with relapsing-remitting multiple sclerosis 95%
- Reshaped functional connectivity gradients in acute ischemic stroke 93%
Similar papers in this journal
- Towards individualized Medicine in Stroke – the TiMeS project: protocol of longitudinal, multi-modal, multi-domain study in stroke 95%
- Brain microstructural changes and fatigue after COVID-19 95%
- Fixel-Based Analysis and Free Water Corrected DTI Evaluation of HIV Associated Neurocognitive Disorders 93%
Similar papers in this journal
- Hyperconnectivity and altered dynamic interactions of a nucleus accumbens network in post-stroke depression 94%
- The sequence of regional structural disconnectivity due to multiple sclerosis lesions 94%
- Flexibility of brain dynamics is increased and predicts clinical impairment in Relapsing-Remitting but not in Secondary Progressive Multiple Sclerosis 93%
Similar papers in this journal
- Hippocampal hub failure is linked to long-term memory impairment in anti-NMDA-receptor encephalitis -Insights from structural connectome graph theoretical network analysis 95%
- Factors behind poor cognitive outcome following a thalamic stroke 94%
- Multifocal transient cortical brain lesions: a consistent MRI finding in neuro-COVID-19 patients 92%
Similar papers in this journal
- Abnormal Functional Network Topology and its Dynamics during Sustained Attention Processing Significantly Implicate Post-TBI Attention Deficits in Children 95%
- Disruptions in effective connectivity within and between default mode network and anterior forebrain mesocircuit in prolonged disorders of consciousness 93%
- Targeting fronto-limbic dysfunctions via intermittent theta burst stimulation as a novel treatment for Functional Movement Disorders 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.