Interictal stereotactic-EEG functional connectivity in refractory focal epilepsies
Drug-refractory focal epilepsies are network diseases associated with functional connectivity alterations. However, few studies of functional connectivity have used SEEG, despite its high temporal resolution and direct intracranial recordings. Lagarde et al. report that interictal functional connect...
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creator | Lagarde, Stanislas Roehri, Nicolas Lambert, Isabelle Trebuchon, Agnès McGonigal, Aileen Carron, Romain Scavarda, Didier Milh, Mathieu Pizzo, Francesca Colombet, Bruno Giusiano, Bernard Medina Villalon, Samuel Guye, Maxime Bénar, Christian-G Bartolomei, Fabrice |
description | Drug-refractory focal epilepsies are network diseases associated with functional connectivity alterations. However, few studies of functional connectivity have used SEEG, despite its high temporal resolution and direct intracranial recordings. Lagarde et al. report that interictal functional connectivity is reinforced within epileptic cortices, with larger alterations associated with poorer post-surgical prognosis.
Abstract
Drug-refractory focal epilepsies are network diseases associated with functional connectivity alterations both during ictal and interictal periods. A large majority of studies on the interictal/resting state have focused on functional MRI-based functional connectivity. Few studies have used electrophysiology, despite its high temporal capacities. In particular, stereotactic-EEG is highly suitable to study functional connectivity because it permits direct intracranial electrophysiological recordings with relative large-scale sampling. Most previous studies in stereotactic-EEG have been directed towards temporal lobe epilepsy, which does not represent the whole spectrum of drug-refractory epilepsies. The present study aims at filling this gap, investigating interictal functional connectivity alterations behind cortical epileptic organization and its association with post-surgical prognosis. To this purpose, we studied a large cohort of 59 patients with malformation of cortical development explored by stereotactic-EEG with a wide spatial sampling (76 distinct brain areas were recorded, median of 13.2 per patient). We computed functional connectivity using non-linear correlation. We focused on three zones defined by stereotactic-EEG ictal activity: the epileptogenic zone, the propagation zone and the non-involved zone. First, we compared within-zone and between-zones functional connectivity. Second, we analysed the directionality of functional connectivity between these zones. Third, we measured the associations between functional connectivity measures and clinical variables, especially post-surgical prognosis. Our study confirms that functional connectivity differs according to the zone under investigation. We found: (i) a gradual decrease of the within-zone functional connectivity with higher values for epileptogenic zone and propagation zone, and lower for non-involved zones; (ii) preferential coupling between structures of the epileptogenic zone; (iii) preferential coupling between epileptogenic zone and propagation zone; and (iv) poore |
doi_str_mv | 10.1093/brain/awy214 |
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Abstract
Drug-refractory focal epilepsies are network diseases associated with functional connectivity alterations both during ictal and interictal periods. A large majority of studies on the interictal/resting state have focused on functional MRI-based functional connectivity. Few studies have used electrophysiology, despite its high temporal capacities. In particular, stereotactic-EEG is highly suitable to study functional connectivity because it permits direct intracranial electrophysiological recordings with relative large-scale sampling. Most previous studies in stereotactic-EEG have been directed towards temporal lobe epilepsy, which does not represent the whole spectrum of drug-refractory epilepsies. The present study aims at filling this gap, investigating interictal functional connectivity alterations behind cortical epileptic organization and its association with post-surgical prognosis. To this purpose, we studied a large cohort of 59 patients with malformation of cortical development explored by stereotactic-EEG with a wide spatial sampling (76 distinct brain areas were recorded, median of 13.2 per patient). We computed functional connectivity using non-linear correlation. We focused on three zones defined by stereotactic-EEG ictal activity: the epileptogenic zone, the propagation zone and the non-involved zone. First, we compared within-zone and between-zones functional connectivity. Second, we analysed the directionality of functional connectivity between these zones. Third, we measured the associations between functional connectivity measures and clinical variables, especially post-surgical prognosis. Our study confirms that functional connectivity differs according to the zone under investigation. We found: (i) a gradual decrease of the within-zone functional connectivity with higher values for epileptogenic zone and propagation zone, and lower for non-involved zones; (ii) preferential coupling between structures of the epileptogenic zone; (iii) preferential coupling between epileptogenic zone and propagation zone; and (iv) poorer post-surgical outcome in patients with higher functional connectivity of non-involved zone (within- non-involved zone, between non-involved zone and propagation zone functional connectivity). Our work suggests that, even during the interictal state, functional connectivity is reinforced within epileptic cortices (epileptogenic zone and propagation zone) with a gradual organization. Moreover, larger functional connectivity alterations, suggesting more diffuse disease, are associated with poorer post-surgical prognosis. This is consistent with computational studies suggesting that connectivity is crucial in order to model the spatiotemporal dynamics of seizures.
10.1093/brain/awy214_video1
awy214media1
5833456182001</description><identifier>ISSN: 0006-8950</identifier><identifier>EISSN: 1460-2156</identifier><identifier>DOI: 10.1093/brain/awy214</identifier><identifier>PMID: 30107499</identifier><language>eng</language><publisher>England: Oxford University Press</publisher><subject>Cognitive science ; Neuroscience</subject><ispartof>Brain (London, England : 1878), 2018-10, Vol.141 (10), p.2966-2980</ispartof><rights>The Author(s) (2018). Published by Oxford University Press on behalf of the Guarantors of Brain. All rights reserved. For permissions, please email: journals.permissions@oup.com 2018</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c395t-947e79aeb50cb5ca3f2a3ac963068717e29c0f9994a01c8fd1a0210d4ac618ce3</citedby><cites>FETCH-LOGICAL-c395t-947e79aeb50cb5ca3f2a3ac963068717e29c0f9994a01c8fd1a0210d4ac618ce3</cites><orcidid>0000-0003-2916-1302 ; 0000-0002-1678-0297 ; 0000-0002-6948-1055 ; 0000-0001-6775-5318 ; 0000-0001-9344-8071 ; 0000-0003-3167-9637 ; 0000-0001-6345-1288 ; 0000-0002-4723-7406 ; 0000-0002-5300-7738 ; 0000-0002-3339-1306</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,1584,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30107499$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-02513961$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Lagarde, Stanislas</creatorcontrib><creatorcontrib>Roehri, Nicolas</creatorcontrib><creatorcontrib>Lambert, Isabelle</creatorcontrib><creatorcontrib>Trebuchon, Agnès</creatorcontrib><creatorcontrib>McGonigal, Aileen</creatorcontrib><creatorcontrib>Carron, Romain</creatorcontrib><creatorcontrib>Scavarda, Didier</creatorcontrib><creatorcontrib>Milh, Mathieu</creatorcontrib><creatorcontrib>Pizzo, Francesca</creatorcontrib><creatorcontrib>Colombet, Bruno</creatorcontrib><creatorcontrib>Giusiano, Bernard</creatorcontrib><creatorcontrib>Medina Villalon, Samuel</creatorcontrib><creatorcontrib>Guye, Maxime</creatorcontrib><creatorcontrib>Bénar, Christian-G</creatorcontrib><creatorcontrib>Bartolomei, Fabrice</creatorcontrib><title>Interictal stereotactic-EEG functional connectivity in refractory focal epilepsies</title><title>Brain (London, England : 1878)</title><addtitle>Brain</addtitle><description>Drug-refractory focal epilepsies are network diseases associated with functional connectivity alterations. However, few studies of functional connectivity have used SEEG, despite its high temporal resolution and direct intracranial recordings. Lagarde et al. report that interictal functional connectivity is reinforced within epileptic cortices, with larger alterations associated with poorer post-surgical prognosis.
Abstract
Drug-refractory focal epilepsies are network diseases associated with functional connectivity alterations both during ictal and interictal periods. A large majority of studies on the interictal/resting state have focused on functional MRI-based functional connectivity. Few studies have used electrophysiology, despite its high temporal capacities. In particular, stereotactic-EEG is highly suitable to study functional connectivity because it permits direct intracranial electrophysiological recordings with relative large-scale sampling. Most previous studies in stereotactic-EEG have been directed towards temporal lobe epilepsy, which does not represent the whole spectrum of drug-refractory epilepsies. The present study aims at filling this gap, investigating interictal functional connectivity alterations behind cortical epileptic organization and its association with post-surgical prognosis. To this purpose, we studied a large cohort of 59 patients with malformation of cortical development explored by stereotactic-EEG with a wide spatial sampling (76 distinct brain areas were recorded, median of 13.2 per patient). We computed functional connectivity using non-linear correlation. We focused on three zones defined by stereotactic-EEG ictal activity: the epileptogenic zone, the propagation zone and the non-involved zone. First, we compared within-zone and between-zones functional connectivity. Second, we analysed the directionality of functional connectivity between these zones. Third, we measured the associations between functional connectivity measures and clinical variables, especially post-surgical prognosis. Our study confirms that functional connectivity differs according to the zone under investigation. We found: (i) a gradual decrease of the within-zone functional connectivity with higher values for epileptogenic zone and propagation zone, and lower for non-involved zones; (ii) preferential coupling between structures of the epileptogenic zone; (iii) preferential coupling between epileptogenic zone and propagation zone; and (iv) poorer post-surgical outcome in patients with higher functional connectivity of non-involved zone (within- non-involved zone, between non-involved zone and propagation zone functional connectivity). Our work suggests that, even during the interictal state, functional connectivity is reinforced within epileptic cortices (epileptogenic zone and propagation zone) with a gradual organization. Moreover, larger functional connectivity alterations, suggesting more diffuse disease, are associated with poorer post-surgical prognosis. This is consistent with computational studies suggesting that connectivity is crucial in order to model the spatiotemporal dynamics of seizures.
10.1093/brain/awy214_video1
awy214media1
5833456182001</description><subject>Cognitive science</subject><subject>Neuroscience</subject><issn>0006-8950</issn><issn>1460-2156</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp90MFLwzAUBvAgipvTm2fpTQXr3mvatDmOMedgIIieQ5alGOmamrST_fdmdu7oKS_Jjw_eR8g1wiMCp-OVk6Yey-9dgukJGWLKIE4wY6dkCAAsLngGA3Lh_ScApjRh52RAASFPOR-S10XdamdUK6vIh0nbVqrWqHg2m0dlV4fZ1uFP2brW4bI17S4ydeR06QK0bheVVgWgG1PpxhvtL8lZKSuvrw7niLw_zd6mz_HyZb6YTpaxojxrY57mOudSrzJQq0xJWiaSSsUZBVbkmOuEKyg556kEVEW5RgkJwjqVimGhNB2R-z73Q1aicWYj3U5YacTzZCn2b5BkSDnDLQZ719vG2a9O-1ZsjFe6qmStbedFAkWRZ5QhD_Shp8pZ78Oex2wEsW9c_DYu-sYDvzkkd6uNXh_xX8UB3PbAds3_UT8wOIuU</recordid><startdate>20181001</startdate><enddate>20181001</enddate><creator>Lagarde, Stanislas</creator><creator>Roehri, Nicolas</creator><creator>Lambert, Isabelle</creator><creator>Trebuchon, Agnès</creator><creator>McGonigal, Aileen</creator><creator>Carron, Romain</creator><creator>Scavarda, Didier</creator><creator>Milh, Mathieu</creator><creator>Pizzo, Francesca</creator><creator>Colombet, Bruno</creator><creator>Giusiano, Bernard</creator><creator>Medina Villalon, Samuel</creator><creator>Guye, Maxime</creator><creator>Bénar, Christian-G</creator><creator>Bartolomei, Fabrice</creator><general>Oxford University Press</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>1XC</scope><scope>VOOES</scope><orcidid>https://orcid.org/0000-0003-2916-1302</orcidid><orcidid>https://orcid.org/0000-0002-1678-0297</orcidid><orcidid>https://orcid.org/0000-0002-6948-1055</orcidid><orcidid>https://orcid.org/0000-0001-6775-5318</orcidid><orcidid>https://orcid.org/0000-0001-9344-8071</orcidid><orcidid>https://orcid.org/0000-0003-3167-9637</orcidid><orcidid>https://orcid.org/0000-0001-6345-1288</orcidid><orcidid>https://orcid.org/0000-0002-4723-7406</orcidid><orcidid>https://orcid.org/0000-0002-5300-7738</orcidid><orcidid>https://orcid.org/0000-0002-3339-1306</orcidid></search><sort><creationdate>20181001</creationdate><title>Interictal stereotactic-EEG functional connectivity in refractory focal epilepsies</title><author>Lagarde, Stanislas ; Roehri, Nicolas ; Lambert, Isabelle ; Trebuchon, Agnès ; McGonigal, Aileen ; Carron, Romain ; Scavarda, Didier ; Milh, Mathieu ; Pizzo, Francesca ; Colombet, Bruno ; Giusiano, Bernard ; Medina Villalon, Samuel ; Guye, Maxime ; Bénar, Christian-G ; Bartolomei, Fabrice</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c395t-947e79aeb50cb5ca3f2a3ac963068717e29c0f9994a01c8fd1a0210d4ac618ce3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Cognitive science</topic><topic>Neuroscience</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lagarde, Stanislas</creatorcontrib><creatorcontrib>Roehri, Nicolas</creatorcontrib><creatorcontrib>Lambert, Isabelle</creatorcontrib><creatorcontrib>Trebuchon, Agnès</creatorcontrib><creatorcontrib>McGonigal, Aileen</creatorcontrib><creatorcontrib>Carron, Romain</creatorcontrib><creatorcontrib>Scavarda, Didier</creatorcontrib><creatorcontrib>Milh, Mathieu</creatorcontrib><creatorcontrib>Pizzo, Francesca</creatorcontrib><creatorcontrib>Colombet, Bruno</creatorcontrib><creatorcontrib>Giusiano, Bernard</creatorcontrib><creatorcontrib>Medina Villalon, Samuel</creatorcontrib><creatorcontrib>Guye, Maxime</creatorcontrib><creatorcontrib>Bénar, Christian-G</creatorcontrib><creatorcontrib>Bartolomei, Fabrice</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><jtitle>Brain (London, England : 1878)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lagarde, Stanislas</au><au>Roehri, Nicolas</au><au>Lambert, Isabelle</au><au>Trebuchon, Agnès</au><au>McGonigal, Aileen</au><au>Carron, Romain</au><au>Scavarda, Didier</au><au>Milh, Mathieu</au><au>Pizzo, Francesca</au><au>Colombet, Bruno</au><au>Giusiano, Bernard</au><au>Medina Villalon, Samuel</au><au>Guye, Maxime</au><au>Bénar, Christian-G</au><au>Bartolomei, Fabrice</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Interictal stereotactic-EEG functional connectivity in refractory focal epilepsies</atitle><jtitle>Brain (London, England : 1878)</jtitle><addtitle>Brain</addtitle><date>2018-10-01</date><risdate>2018</risdate><volume>141</volume><issue>10</issue><spage>2966</spage><epage>2980</epage><pages>2966-2980</pages><issn>0006-8950</issn><eissn>1460-2156</eissn><abstract>Drug-refractory focal epilepsies are network diseases associated with functional connectivity alterations. However, few studies of functional connectivity have used SEEG, despite its high temporal resolution and direct intracranial recordings. Lagarde et al. report that interictal functional connectivity is reinforced within epileptic cortices, with larger alterations associated with poorer post-surgical prognosis.
Abstract
Drug-refractory focal epilepsies are network diseases associated with functional connectivity alterations both during ictal and interictal periods. A large majority of studies on the interictal/resting state have focused on functional MRI-based functional connectivity. Few studies have used electrophysiology, despite its high temporal capacities. In particular, stereotactic-EEG is highly suitable to study functional connectivity because it permits direct intracranial electrophysiological recordings with relative large-scale sampling. Most previous studies in stereotactic-EEG have been directed towards temporal lobe epilepsy, which does not represent the whole spectrum of drug-refractory epilepsies. The present study aims at filling this gap, investigating interictal functional connectivity alterations behind cortical epileptic organization and its association with post-surgical prognosis. To this purpose, we studied a large cohort of 59 patients with malformation of cortical development explored by stereotactic-EEG with a wide spatial sampling (76 distinct brain areas were recorded, median of 13.2 per patient). We computed functional connectivity using non-linear correlation. We focused on three zones defined by stereotactic-EEG ictal activity: the epileptogenic zone, the propagation zone and the non-involved zone. First, we compared within-zone and between-zones functional connectivity. Second, we analysed the directionality of functional connectivity between these zones. Third, we measured the associations between functional connectivity measures and clinical variables, especially post-surgical prognosis. Our study confirms that functional connectivity differs according to the zone under investigation. We found: (i) a gradual decrease of the within-zone functional connectivity with higher values for epileptogenic zone and propagation zone, and lower for non-involved zones; (ii) preferential coupling between structures of the epileptogenic zone; (iii) preferential coupling between epileptogenic zone and propagation zone; and (iv) poorer post-surgical outcome in patients with higher functional connectivity of non-involved zone (within- non-involved zone, between non-involved zone and propagation zone functional connectivity). Our work suggests that, even during the interictal state, functional connectivity is reinforced within epileptic cortices (epileptogenic zone and propagation zone) with a gradual organization. Moreover, larger functional connectivity alterations, suggesting more diffuse disease, are associated with poorer post-surgical prognosis. This is consistent with computational studies suggesting that connectivity is crucial in order to model the spatiotemporal dynamics of seizures.
10.1093/brain/awy214_video1
awy214media1
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source | Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Oxford University Press Journals All Titles (1996-Current); Alma/SFX Local Collection |
subjects | Cognitive science Neuroscience |
title | Interictal stereotactic-EEG functional connectivity in refractory focal epilepsies |
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