Changes in Functional Connectivity in Cultured Neuronal Networks During and After Transient Hypoxia of Varying Depths and Durations
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1
University of Twente, Clinical Neurophysiology, The Netherlands
The absence of oxygen in the core of a brain infarct quickly leads to cell death. Remaining but limited perfusion in the penumbra causes energy depletion, and disrupts synaptic transmission. Connectivity loss probably correlates with loss of cognition and restoration of connectivity seems crucial for possible recovery. However, in vivo, connectivity is difficult to assess due to limited access to the neurons and restricted experimental freedom. We studied the effects of hypoxia of varying depth and duration on functional connectivity in cultured neuronal networks on multi-electrode arrays. The first six hours of hypoxia resulted in reduced connectivity, followed by restoration of functional connectivity to baseline values upon re-oxygenation. Under persisting hypoxic conditions, beyond 6 hours some recovery of connectivity occurred, until ~24 hours, when connectivity further declined. In cultures that survived 48 hours of hypoxia, strength of persisting connections tended to remain around baseline values, but the number of remaining connections was significantly lower. The probability that a certain connection survived hypoxia was uncorrelated to its baseline strength. Still, even during hypoxia, new connections were formed. This occurred at a rate seemingly independent of the hypoxic conditions. On average, the loss of baseline connections exceeded the formation of new ones during hypoxia.
Motivation
Stroke is common in western countries, and can lead to cognitive impairment or death. The absence of oxygen in the infarct core quickly leads to cell death, but limited perfusion in the region around the core (the penumbra) causes energy depletion, resulting in synaptic dysfunction [1] and, consequently, reduced connectivity [4]. Recovery of the penumbra is not yet well understood. Despite neural survival in the penumbra, connectivity changes in the penumbra may account for cognitive impairment. We used cultured neuronal networks on multi-electrode arrays, to identify the effects on connectivity in case of energy depletion.
Material and Methods
Experimental protocol
Energy depletion was achieved by restricting the available oxygen and thus ATP. Hypoxic gas mixtures were obtained by mixing air and N2, all hypoxic depths are indicated as the percentage of air in the mixture. We performed 21 experiments with varying depths of hypoxia: 10% (n = 4), 50% (n = 3), 70% (n = 4), 90% (n = 4) and 100% (n = 6). Each experiment contained a baseline of 2 hours, followed by 48 hours of hypoxia and 6 hours of re-oxygenation.
Data Analysis
Connectivity of a network was estimated with conditional firing probability (CFP) [2]. This analysis subdivides long term recordings into shorter blocks of 10,000 spikes and provides the strengths of functional connections in each block. We looked at the average strength of connections, the number of persisting baseline connections, and number of connections that were newly formed after baseline. The average strength of connections was calculated by first normalizing the strength of individual connections to baseline and then averaging them per culture and across cultures.
Results
Figure 1 shows the temporal development of connectivity strengths and the number of connections, normalized to baseline, at different hypoxic depths. After 24-36 hours under severe hypoxic conditions (10-60% of normoxia), connectivity strengths dropped to zero. Milder hypoxia hardly affected the average connectivity strength. We distinguished baseline connections (all connections that were found in at least 1 baseline block) from new connections (first found after baseline). Figure 2A shows the temporal development of the number of new connections and the fraction of persisting baseline connections. Figure 2C compares the average baseline connectivity strength of persisting connections to lost ones in experiments at 70% of normoxia (the most severe hypoxic depth with surviving connections). Differences were not significant (p>0.4).
There was a seemingly constant appearance rate of new connections up to ~24 hours of hypoxia in all experiments. Under severe to moderate hypoxic conditions (10-70% of normoxia), the appearance rate dropped to zero beyond 24-30h. Conversely, baseline connections disappeared at a rate that increased with increasing hypoxic depth. At all hypoxic depths the total number of connections in the post-hypoxic phase was significantly lower than during baseline (p < 0.01, Kruskal-Wallis).
Discussion & Conclusion
While the average connectivity strength remained unchanged until ~24 hours of hypoxia, individual connections disappeared and new connections are formed. Maintenance of a certain average connectivity strength may be crucial to network functioning, because networks need a certain level of activity to remain in their healthy working range. However, despite a stable average connectivity strength the set of connections might change during hypoxia induced synaptic failure and recovery, which would affect cognitive functioning.
Newly formed connections were found consistently in all cultures, at a rate that did not seem to depend on the hypoxic conditions. Beyond 24 hours of severe hypoxia, loss of newly formed connections occurred simultaneously with the loss existing connections, indicating that new connections were still susceptible to sustained hypoxia. As hypoxia does not seem to increase the formation of connections it is unlikely that newly formed connections are caused by an increased expression of synaptogenesis proteins that might occur during hypoxia in these time frames [3].
References
1 Hofmeijer, J., Mulder, A., Farinha, A.C., van Putten, M. and le Feber, J., 2014. Brain res, 1557, pp.180-9.
2 Le Feber, J. et al., 2007. J Neural Eng, 4(2), p.54-67.
3 Hofmeijer, J. and van Putten, M., 2012.. Stroke, 43(2), pp.607-15.
4 le Feber, J., Tzafi Pavlidou, S., Erkamp, N., van Putten, M. & Hofmeijer, J. PLoS One 11, e0147231 (2016).
Figure Legend
Temporal evolution of normalized connectivity strength (A) and the number of connections (B), normalized per culture to the number of connections during baseline.at varying hypoxic depths. Gray areas indicate hypoxic periods. Results displayed as median ± inter quartile range (IQR). C: newly formed connections as a fraction of the total number of connections during baseline. D: fraction of persisting baseline connections. Gray areas indicate hypoxic periods E: mean ± SEM of the baseline connectivity strength of surviving and lost connections in four 70% of normoxia experiments. Differences were not significant.
Keywords:
Stroke,
penumbra,
synaptic failure,
energy depletion,
Cultured cortical networks
Conference:
MEA Meeting 2016 |
10th International Meeting on Substrate-Integrated Electrode Arrays, Reutlingen, Germany, 28 Jun - 1 Jul, 2016.
Presentation Type:
oral
Topic:
MEA Meeting 2016
Citation:
Le Feber
J,
Erkamp
N,
Hofmeijer
J and
Van Putten
M
(2016). Changes in Functional Connectivity in Cultured Neuronal Networks During and After Transient Hypoxia of Varying Depths and Durations.
Front. Neurosci.
Conference Abstract:
MEA Meeting 2016 |
10th International Meeting on Substrate-Integrated Electrode Arrays.
doi: 10.3389/conf.fnins.2016.93.00004
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Received:
22 Jun 2016;
Published Online:
24 Jun 2016.
*
Correspondence:
Dr. Joost Le Feber, University of Twente, Clinical Neurophysiology, Enschede, The Netherlands, j.lefeber@utwente.nl