Dataset Information

EEG-based spatiotemporal dynamics of fast ripple networks and hubs in infantile epileptic spasms.

ABSTRACT:

Objective

Infantile epileptic spasms (IS) are epileptic seizures that are associated with increased risk for developmental impairments, adult epilepsies, and mortality. Here, we investigated coherence-based network dynamics in scalp EEG of infants with IS to identify frequency-dependent networks associated with spasms. We hypothesized that there is a network of increased fast ripple connectivity during the electrographic onset of clinical spasms, which is distinct from controls.

Methods

We retrospectively analyzed peri-ictal and interictal EEG recordings of 14 IS patients. The data was compared with 9 age-matched controls. Wavelet phase coherence (WPC) was computed between 0.2 and 400 Hz. Frequency- and time-dependent brain networks were constructed using this coherence as the strength of connection between two EEG channels, based on graph theory principles. Connectivity was evaluated through global efficiency (GE) and channel-based closeness centrality (CC), over frequency and time.

Results

GE in the fast ripple band (251-400 Hz) was significantly greater following the onset of spasms in all patients (P < 0.05). Fast ripple networks during the first 10s from spasm onset show enhanced anteroposterior gradient in connectivity (posterior > central > anterior, Kruskal-Wallis P < 0.001), with maximum CC over the centroparietal channels in 10/14 patients. Additionally, this anteroposterior gradient in CC connectivity is observed during spasms but not during the interictal awake or asleep states of infants with IS. In controls, anteroposterior gradient in fast ripple CC was noted during arousals and wakefulness but not during sleep. There was also a simultaneous decrease in GE in the 5-8 Hz range after the onset of spasms (P < 0.05), of unclear biological significance.

Significance

We identified an anteroposterior gradient in the CC connectivity of fast ripple hubs during spasms. This anteroposterior gradient observed during spasms is similar to the anteroposterior gradient in the CC connectivity observed in wakefulness or arousals in controls, suggesting that this state change is related to arousal networks.

SUBMITTER: Samfira IMA

PROVIDER: S-EPMC10839371 | biostudies-literature | 2024 Feb

REPOSITORIES: biostudies-literature

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Publications

EEG-based spatiotemporal dynamics of fast ripple networks and hubs in infantile epileptic spasms.

Samfira Ioana M A IMA Galanopoulou Aristea S AS Nariai Hiroki H Gursky Jonathan M JM Moshé Solomon L SL Bardakjian Berj L BL

Epilepsia open 20231108 1

<h4>Objective</h4>Infantile epileptic spasms (IS) are epileptic seizures that are associated with increased risk for developmental impairments, adult epilepsies, and mortality. Here, we investigated coherence-based network dynamics in scalp EEG of infants with IS to identify frequency-dependent networks associated with spasms. We hypothesized that there is a network of increased fast ripple connectivity during the electrographic onset of clinical spasms, which is distinct from controls.<h4>Metho ...[more]

PMID: 37743321

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Project description:ObjectiveAmong standard treatments for infantile spasms, adrenocorticotropic hormone (ACTH) is reported as the best treatment, but ACTH is ineffective in one-half of the patients. To establish precision medicine, we examined pharmacoresistance of focal epileptic spasms (ES), generalized ES, and generalized ES combined with focal seizures, diagnosed based on the revised seizure classification of ILAE in 2017.MethodsWe conducted a retrospective nationwide study in Japan on the long-term seizure outcome of ES. Long-term seizure outcome was evaluated by seizure-free rate, seizure-free period, and Kaplan-Meier curve. Seizure-free was defined as seizure control for longer than 2 months.ResultsFrom the medical history of 501 patients, 325 patients had generalized ES only (GES group) at the start of the first treatment, 125 patients had generalized ES after focal seizure onset (FS-GES group), seven patients had focal ES after focal seizure onset (FS-FES group), and 24 patients had generalized ES combined with focal seizures after focal seizure onset (FS-GES + FS group). Seizure-free period of ES (generalized ES and focal ES) [mean (95% confidence interval)] was 2.7 (0.0-5.4) months in GES group, 1.1 (0.1-2.2) months in FS-GES group, 1.0 (0.2-1.9) months in FS-GES + FS group, and 0.1 (-0.2-0.5) months in FS-FES group. Seizure-free rate, seizure-free period, and Kaplan-Meier curve of generalized ES were almost the same in GES group and FS-GES group, with characteristics of superior response to ACTH. Mean seizure-free period of generalized ES combined with focal seizures was significantly shorter in FS-GES + FS group than in GES group. Mean seizure-free period of focal ES in FS-FES group was extremely short with exceedingly early relapse.SignificancePharmacoresistance was different in generalized ES, focal ES, and generalized ES combined with focal seizures. ES with focal features or with focal seizures may have focal lesions, thus consider surgical options earlier in the course.

Project description:BackgroundInfantile epileptic spasms syndrome (IESS) is a common epileptic syndrome in infancy. Current first-line treatments include adrenocorticotropic hormone (ACTH), corticosteroids and vigabatrin, with early control of epileptic spasms potentially benefiting long-term outcomes, such as improved psychomotor development. Early treatment, which means the prompt use of first-line treatments, is crucial for achieving an initial response in IESS. However, to date, no clear definition of the specific timeframe that constitutes early treatment has been identified. The objective of this study is to perform a secondary analysis of our previously published IESS cohort data to determine a suitable lead time.MethodsAn analysis was conducted using a cohort of 263 children with IESS who had previously received ACTH first-line treatment. This study investigated whether intervening within a certain treatment time window could potentially increase or decrease the likelihood of a short-term response.ResultsOut of the 263 children with IESS, 108 achieved a short-term response. The lead time of the response group was significantly shorter than that of the non-response group [1.50 (interquartile range, 1.00, 3.00) vs. 2.00 (interquartile range, 1.00, 5.00) months; P=0.003]. A restricted cubic spline graph with several adjusted variables, including time of first spasm and aetiological classification, showed a significant linear relationship between lead time and short-term response and a non-linear trend (inverted U-shaped curve), with a significant inflection point at 1.6 months. Using 1.5 months as the cutoff and dichotomising lead time, the adjusted logistic regression results showed that in children with a lead time >1.5 months, the likelihood of a short-term response decreased with increasing lead time [odds ratio (OR) =0.59, 95% confidence interval (CI): 0.33-0.92, P=0.041), whereas children with a lead time ≤1.5 months showed no significant association between lead time and short-term response (OR =1.03, 95% CI: 0.72-1.47, P=0.89).ConclusionsFor children with IESS, initiating first-line treatment within 1.5 months of the onset of spasms is recommended. For those who start first-line treatment after more than 1.5 months from the onset, the likelihood of a short-term response may significantly decrease as the lead time increases.

Dataset Information

EEG-based spatiotemporal dynamics of fast ripple networks and hubs in infantile epileptic spasms.

Objective

Methods

Results

Significance

Publications

EEG-based spatiotemporal dynamics of fast ripple networks and hubs in infantile epileptic spasms.

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