Literature DB >> 24806681

Scale-free bursting in human cortex following hypoxia at birth.

James A Roberts1, Kartik K Iyer, Simon Finnigan, Sampsa Vanhatalo, Michael Breakspear.   

Abstract

The human brain is fragile in the face of oxygen deprivation. Even a brief interruption of metabolic supply at birth challenges an otherwise healthy neonatal cortex, leading to a cascade of homeostatic responses. During recovery from hypoxia, cortical activity exhibits a period of highly irregular electrical fluctuations known as burst suppression. Here we show that these bursts have fractal properties, with power-law scaling of burst sizes across a remarkable 5 orders of magnitude and a scale-free relationship between burst sizes and durations. Although burst waveforms vary greatly, their average shape converges to a simple form that is asymmetric at long time scales. Using a simple computational model, we argue that this asymmetry reflects activity-dependent changes in the excitatory-inhibitory balance of cortical neurons. Bursts become more symmetric following the resumption of normal activity, with a corresponding reorganization of burst scaling relationships. These findings place burst suppression in the broad class of scale-free physical processes termed crackling noise and suggest that the resumption of healthy activity reflects a fundamental reorganization in the relationship between neuronal activity and its underlying metabolic constraints.

Entities:  

Keywords:  EEG; burst suppression; hypoxia; neonates; neuronal avalanches; scale-free

Mesh:

Year:  2014        PMID: 24806681      PMCID: PMC6608140          DOI: 10.1523/JNEUROSCI.4701-13.2014

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.167


  18 in total

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9.  Objective differentiation of neonatal EEG background grades using detrended fluctuation analysis.

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10.  Critical role for resource constraints in neural models.

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