The Temporal Instability of Resting State Network Connectivity in Intractable Epilepsy

Focal epilepsies, such as temporal lobe epilepsy (TLE), are known to disrupt network activity in areas outside the epileptogenic zone [Tracy et al., 2015]. We devised a measure of temporal instability of resting state functional connectivity (FC), capturing temporal variations of BOLD correlations between brain regions that is less confounded than the “sliding window” approach common in the literature.

[1]  Huafu Chen,et al.  Altered spontaneous neuronal activity of the default-mode network in mesial temporal lobe epilepsy , 2010, Brain Research.

[2]  Hasan H. Sonmezturk,et al.  Cross hippocampal influence in mesial temporal lobe epilepsy measured with high temporal resolution functional magnetic resonance imaging , 2011, Epilepsia.

[3]  W. Liao,et al.  Impaired attention network in temporal lobe epilepsy: A resting FMRI study , 2009, Neuroscience Letters.

[4]  Louis Lemieux,et al.  Altered fMRI Connectivity Dynamics in Temporal Lobe Epilepsy Might Explain Seizure Semiology , 2014, Front. Neurol..

[5]  M. Kramer,et al.  Coalescence and Fragmentation of Cortical Networks during Focal Seizures , 2010, The Journal of Neuroscience.

[6]  M. Greicius,et al.  Default-mode network activity distinguishes Alzheimer's disease from healthy aging: Evidence from functional MRI , 2004, Proc. Natl. Acad. Sci. USA.

[7]  Mark W. Woolrich,et al.  Advances in functional and structural MR image analysis and implementation as FSL , 2004, NeuroImage.

[8]  Christian Beaulieu,et al.  White matter abnormalities associate with type and localization of focal epileptogenic lesions , 2015, Epilepsia.

[9]  E. Bilevicius,et al.  Asymmetrical hippocampal connectivity in mesial temporal lobe epilepsy: evidence from resting state fMRI , 2010, BMC Neuroscience.

[10]  Hamid Soltanian-Zadeh,et al.  MEG Coherence and DTI Connectivity in mTLE , 2016, Brain Topography.

[11]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .

[12]  Bruce Hermann,et al.  The neurobehavioural comorbidities of epilepsy: can a natural history be developed? , 2008, The Lancet Neurology.

[13]  Olaf Sporns,et al.  Network structure of cerebral cortex shapes functional connectivity on multiple time scales , 2007, Proceedings of the National Academy of Sciences.

[14]  P. Chauvel,et al.  Role of resting state functional connectivity MRI in presurgical investigation of mesial temporal lobe epilepsy , 2010, Journal of Neurology, Neurosurgery & Psychiatry.

[15]  N. Tzourio-Mazoyer,et al.  Automated Anatomical Labeling of Activations in SPM Using a Macroscopic Anatomical Parcellation of the MNI MRI Single-Subject Brain , 2002, NeuroImage.

[16]  P. Chauvel,et al.  Decreased basal fMRI functional connectivity in epileptogenic networks and contralateral compensatory mechanisms , 2009, Human brain mapping.

[17]  John C Gore,et al.  Resting state functional connectivity of the hippocampus associated with neurocognitive function in left temporal lobe epilepsy , 2014, Human brain mapping.

[18]  Donald W Gross,et al.  Diffusion tensor imaging in temporal lobe epilepsy , 2011, Epilepsia.

[19]  M. Greicius,et al.  Resting-state functional connectivity reflects structural connectivity in the default mode network. , 2009, Cerebral cortex.

[20]  M. Sperling,et al.  Temporal Lobe Epilepsy and Surgery Selectively Alter the Dorsal, Not the Ventral, Default-Mode Network , 2014, Front. Neurol..

[21]  M. Sperling,et al.  The association of mood with quality of life ratings in epilepsy , 2007, Neurology.

[22]  Marco Mula,et al.  Uncovering the neurobehavioural comorbidities of epilepsy over the lifespan , 2012, The Lancet.

[23]  J. Damoiseaux Resting-state fMRI as a biomarker for Alzheimer's disease? , 2012, Alzheimer's Research & Therapy.

[24]  R. C. Oldfield The assessment and analysis of handedness: the Edinburgh inventory. , 1971, Neuropsychologia.

[25]  Martin A. Lindquist,et al.  Evaluating dynamic bivariate correlations in resting-state fMRI: A comparison study and a new approach , 2014, NeuroImage.

[26]  M. Sperling,et al.  Early and Late Age of Seizure Onset have a Differential Impact on Brain Resting-State Organization in Temporal Lobe Epilepsy , 2014, Brain Topography.

[27]  Y. Kushnir,et al.  Detecting shifts in correlation and variability with application to ENSO-monsoon rainfall relationships , 2008 .

[28]  M. Greicius,et al.  Decoding subject-driven cognitive states with whole-brain connectivity patterns. , 2012, Cerebral cortex.

[29]  Mert R. Sabuncu,et al.  The influence of head motion on intrinsic functional connectivity MRI , 2012, NeuroImage.

[30]  Jerome Engel,et al.  Role of the Frontal Lobes in the Propagation of Mesial Temporal Lobe Seizures , 1991, Epilepsia.

[31]  Agatha Lenartowicz,et al.  Effect of lateralized temporal lobe epilepsy on the default mode network , 2012, Epilepsy & Behavior.

[32]  C. A. Phillips,et al.  A noninvasive protocol for anterior temporal lobectomy , 1992, Neurology.

[33]  Catie Chang,et al.  Time–frequency dynamics of resting-state brain connectivity measured with fMRI , 2010, NeuroImage.

[34]  Gustavo Deco,et al.  Functional connectivity dynamics: Modeling the switching behavior of the resting state , 2015, NeuroImage.

[35]  M. Sigman,et al.  Signature of consciousness in the dynamics of resting-state brain activity , 2015, Proceedings of the National Academy of Sciences.

[36]  Mark W. Woolrich,et al.  FSL , 2012, NeuroImage.

[37]  G L Shulman,et al.  INAUGURAL ARTICLE by a Recently Elected Academy Member:A default mode of brain function , 2001 .

[38]  J. Isnard,et al.  Hippocampal-orbitofrontal connectivity in human: An electrical stimulation study , 2005, Clinical Neurophysiology.

[39]  Biyu J. He,et al.  Impaired and facilitated functional networks in temporal lobe epilepsy☆ , 2013, NeuroImage: Clinical.

[40]  Huafu Chen,et al.  Default mode network abnormalities in mesial temporal lobe epilepsy: A study combining fMRI and DTI , 2011, Human brain mapping.

[41]  G. Schwarz Estimating the Dimension of a Model , 1978 .

[42]  N. Filippini,et al.  Group comparison of resting-state FMRI data using multi-subject ICA and dual regression , 2009, NeuroImage.

[43]  Xi-Nian Zuo,et al.  REST: A Toolkit for Resting-State Functional Magnetic Resonance Imaging Data Processing , 2011, PloS one.

[44]  Dong Zhou,et al.  Resting-state fMRI study of treatment-naïve temporal lobe epilepsy patients with depressive symptoms , 2012, NeuroImage.

[45]  David A. Leopold,et al.  Dynamic functional connectivity: Promise, issues, and interpretations , 2013, NeuroImage.

[46]  Eswar Damaraju,et al.  Tracking whole-brain connectivity dynamics in the resting state. , 2014, Cerebral cortex.

[47]  J. Tracy,et al.  Resting-state functional connectivity in epilepsy: growing relevance for clinical decision making. , 2015, Current opinion in neurology.