Dynamic functional connectivity reveals hyper-connected pattern and abnormal variability in freezing of gait of Parkinson's disease

Allen, 2014, Tracking whole-brain connectivity dynamics in the resting state, Cereb. Cortex, 24, 663, 10.1093/cercor/bhs352 Bardakan, 2022, Imaging the neural underpinnings of freezing of gait in Parkinson’s disease, Neuroimage Clin., 35, 10.1016/j.nicl.2022.103123 Bharti, 2020, Aberrant functional connectivity in patients with Parkinson's disease and freezing of gait: a within- and between-network analysis, Brain Imaging Behav., 14, 1543, 10.1007/s11682-019-00085-9 Castrioto, 2011, Ten-year outcome of subthalamic stimulation in Parkinson disease: a blinded evaluation, Arch. Neurol., 68, 1550, 10.1001/archneurol.2011.182 Damaraju, 2014, Dynamic functional connectivity analysis reveals transient states of dysconnectivity in schizophrenia, Neuroimage Clin., 5, 298, 10.1016/j.nicl.2014.07.003 Droby, 2021, A multimodal imaging approach demonstrates reduced midbrain functional network connectivity is associated with freezing of gait in Parkinson’s disease, Front. Neurol., 12, 10.3389/fneur.2021.583593 Ehgoetz Martens, 2018, The functional network signature of heterogeneity in freezing of gait, Brain., 141, 1145, 10.1093/brain/awy019 Fiorenzato, 2019, Dynamic functional connectivity changes associated with dementia in Parkinson's disease, Brain., 142, 2860, 10.1093/brain/awz192 Gan, 2021, Dynamic functional connectivity changes in Parkinson's disease patients with REM sleep behavior disorder, Brain Res., 1764, 10.1016/j.brainres.2021.147477 Giladi, 2008, Understanding and treating freezing of gait in parkinsonism, proposed working definition, and setting the stage, Mov. Disord., 23, S423, 10.1002/mds.21927 Guo, 2020, Alterations in degree centrality and functional connectivity in Parkinson’s disease patients with freezing of gait: a resting-state functional magnetic resonance imaging study, Front. Neurosci., 14, 10.3389/fnins.2020.582079 Hyatt, 2022, Atypical dynamic functional network connectivity state engagement during social-emotional processing in schizophrenia and autism, Cereb. Cortex, 32, 3406, 10.1093/cercor/bhab423 Karahanoglu, 2015, Transient brain activity disentangles fMRI resting-state dynamics in terms of spatially and temporally overlapping networks, Nat. Commun., 6, 7751, 10.1038/ncomms8751 Kim, 2017, Abnormal intrinsic brain functional network dynamics in Parkinson's disease, Brain., 140, 2955, 10.1093/brain/awx233 Koshimori, 2016, Disrupted nodal and hub organization account for brain network abnormalities in Parkinson’s disease, Front. Aging Neurosci., 8, 259, 10.3389/fnagi.2016.00259 Moreira-Neto, 2022, Freezing of gait, gait initiation, and gait automaticity share a similar neural substrate in Parkinson’s disease, Hum. Mov. Sci., 86, 10.1016/j.humov.2022.103018 Navalpotro-Gomez, 2020, Disrupted salience network dynamics in Parkinson’s disease patients with impulse control disorders, Parkinsonism Relat. Disord., 70, 74, 10.1016/j.parkreldis.2019.12.009 Nieuwboer, 2013, Characterizing freezing of gait in Parkinson’s disease: models of an episodic phenomenon, Mov. Disord., 28, 1509, 10.1002/mds.25683 Nordin, 2019, Human electrocortical dynamics while stepping over obstacles, Sci. Rep., 9, 4693, 10.1038/s41598-019-41131-2 Nutt, 2011, Freezing of gait: moving forward on a mysterious clinical phenomenon, Lancet Neurol., 10, 734, 10.1016/S1474-4422(11)70143-0 Pang, 2021, Abnormal static and dynamic functional connectivity in left and right temporal lobe epilepsy, Front. Neurosci., 15 Piramide, 2020, Brain activity during lower limb movements in Parkinson’s disease patients with and without freezing of gait, J. Neurol., 267, 1116, 10.1007/s00415-019-09687-1 Potvin-Desrochers, 2019, Changes in resting-state functional connectivity related to freezing of gait in Parkinson’s disease, Neuroscience., 418, 311, 10.1016/j.neuroscience.2019.08.042 Potvin-Desrochers, 2023, Levodopa alters resting-state functional connectivity more selectively in Parkinson’s disease with freezing of gait, Eur. J. Neurosci., 57, 163, 10.1111/ejn.15849 Quan, 2023, Shared and unique effects of ApoEepsilon4 and pathogenic gene mutation on cognition and imaging in preclinical familial Alzheimer’s disease, Alzheimers Res. Ther., 15, 40, 10.1186/s13195-023-01192-y Raichle, 2015, The brain’s default mode network, Annu. Rev. Neurosci., 38, 433, 10.1146/annurev-neuro-071013-014030 Sarasso, 2022, MRI biomarkers of freezing of gait development in Parkinson's disease, NPJ Parkinsons Dis., 8, 158, 10.1038/s41531-022-00426-4 Schott, 2019, Gradual acquisition of visuospatial associative memory representations via the dorsal precuneus, Hum. Brain Mapp., 40, 1554, 10.1002/hbm.24467 Si, 2023, Altered dynamic functional network connectivity in levodopa-induced dyskinesia of Parkinson's disease, CNS Neurosci. Ther., 29, 192, 10.1111/cns.13994 Tan, 2011, Freezing of gait and activity limitations in people with Parkinson’s disease, Arch. Phys. Med. Rehabil., 92, 1159, 10.1016/j.apmr.2011.02.003 Tessitore, 2012, Default-mode network connectivity in cognitively unimpaired patients with Parkinson disease, Neurology., 79, 2226, 10.1212/WNL.0b013e31827689d6 Thumm, 2018, Treadmill walking reduces pre-frontal activation in patients with Parkinson’s disease, Gait Posture, 62, 384, 10.1016/j.gaitpost.2018.03.041 Vandenbossche, 2012, Freezing of gait in Parkinson’s disease: disturbances in automaticity and control, Front. Hum. Neurosci., 6, 356 Velu, 2014, Effect of visual feedback on the occipital-parietal-motor network in Parkinson’s disease with freezing of gait, Front. Neurol., 4, 209, 10.3389/fneur.2013.00209 Vervoort, 2016, Dual-task-related neural connectivity changes in patients with Parkinson' disease, Neuroscience., 317, 36, 10.1016/j.neuroscience.2015.12.056 Wai, 2012, Cortical involvement in a gait-related imagery task: comparison between Parkinson’s disease and normal aging, Parkinsonism Relat. Disord., 18, 537, 10.1016/j.parkreldis.2012.02.004 Wang, 2020, Abnormal dynamic functional network connectivity in unmedicated bipolar and major depressive disorders based on the triple-network model, Psychol. Med., 50, 465, 10.1017/S003329171900028X Wang, 2023, Common and distinct roles of amygdala subregional functional connectivity in non-motor symptoms of Parkinson's disease, NPJ Parkinsons Dis., 9, 28, 10.1038/s41531-023-00469-1 Wu, 2015, Motor automaticity in Parkinson’s disease, Neurobiol. Dis., 82, 226, 10.1016/j.nbd.2015.06.014 Yan, 2016, DPABI: Data Processing & Analysis for (resting-state) brain imaging, Neuroinformatics., 14, 339, 10.1007/s12021-016-9299-4 Yu, 2015, Assessing dynamic brain graphs of time-varying connectivity in fMRI data: application to healthy controls and patients with schizophrenia, Neuroimage., 107, 345, 10.1016/j.neuroimage.2014.12.020 Zhu, 2021, Altered brain functional network in subtypes of Parkinson’s disease: a dynamic perspective, Front. Aging Neurosci., 13, 10.3389/fnagi.2021.710735 Zuhlsdorff, 2023, Sex-dependent effects of early life stress on reinforcement learning and limbic cortico-striatal functional connectivity, Neurobiol. Stress, 22, 10.1016/j.ynstr.2022.100507