Increased electroencephalography connectivity precedes epileptic spasm onset in infants with tuberous sclerosis complex
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Updated: Jan 22, 2026

Investigating Social Cognition in Infants and Adults Using Dense Array Electroencephalography dEEG
Published on: June 27, 2011
Peter E Davis1, Kush Kapur1, Rajna Filip-Dhima1
1Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts.
Insights
Increased neural connectivity detected via electroencephalography (EEG) may precede epileptic spasms (ES) in infants with tuberous sclerosis complex (TSC). This overconnectivity could indicate a risk biomarker for early detection and treatment.
Area of Science:
- Neuroscience
- Pediatric Neurology
- Epilepsy Research
Background:
- Tuberous sclerosis complex (TSC) is a genetic disorder associated with an increased risk of epilepsy.
- Infantile spasms (IS), a severe epilepsy syndrome, often manifest in infants with TSC.
- Early identification of infants at risk for IS is crucial for timely intervention.
Purpose of the Study:
- To investigate whether abnormal electroencephalography (EEG) connectivity patterns are detectable before the clinical onset of epileptic spasms (ES) in infants with TSC.
- To explore EEG connectivity as a potential early biomarker for ES in TSC.
Main Methods:
- Prospective collection of scalp EEG recordings in infants with TSC within their first year of life.
- Comparison of EEG connectivity between infants who developed ES (n=16) and those who did not (n=28).
- Analysis of EEG data in canonical frequency bands using mutual information to derive graph theory measures (global efficiency, characteristic path length, clustering coefficient, modularity).
Main Results:
- Infants who later developed ES exhibited significantly increased EEG connectivity during sleep compared to controls.
- Higher mutual information values, global efficiency, and clustering coefficients, along with shorter characteristic path lengths and lower modularity, were observed in infants who developed ES.
- These findings indicate increased local and long-range neural connectivity with reduced network segregation preceding ES onset.
Conclusions:
- Increased neural connectivity, as measured by EEG, appears to precede the clinical manifestation of ES in infants with TSC.
- This 'overconnectivity' may represent a progressive network synchronization leading to generalized ES.
- Further research is warranted to validate EEG connectivity as a biomarker for ES risk and treatment response in pre-symptomatic infants with TSC.
Objective:
To identify whether abnormal electroencephalography (EEG) connectivity is present before the onset of epileptic spasms (ES) in infants with tuberous sclerosis complex (TSC).
Methods:
Scalp EEG recordings were collected prospectively in infants diagnosed with TSC in the first year of life. This study compared the earliest recorded EEG from infants prior to ES onset (n = 16) and from infants who did not develop ES (n = 28). Five minutes of stage II or quiet sleep was clipped and filtered into canonical EEG frequency bands. Mutual information values between each pair of EEG channels were compared directly and used as a weighted graph to calculate graph measures of global efficiency, characteristic path length, average clustering coefficient, and modularity.
Results:
At the group level, infants who later developed ES had increased EEG connectivity in sleep. They had higher mutual information values between most EEG channels in all frequency bands adjusted for age. Infants who later developed ES had higher global efficiency and average clustering coefficients, shorter characteristic path lengths, and lower modularity across most frequency bands adjusted for age. This suggests that infants who went on to develop ES had increased local and long-range EEG connectivity with less segregation of graph regions into distinct modules.
Significance:
This study suggests that increased neural connectivity precedes clinical ES onset in a cohort of infants with TSC. Overconnectivity may reflect progressive pathologic network synchronization culminating in generalized ES. Further research is needed before scalp EEG connectivity measures can be used as a potential biomarker of ES risk and treatment response in pre-symptomatic infants with TSC.
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