Cortical complexity and connectivity during isoflurane-induced general anesthesia: a rat study.
Zhijie WangFengrui ZhangLu-Peng YueLi HuXiaoli LiBo XuZhenhu LiangPublished in: Journal of neural engineering (2022)
Objective. The investigation of neurophysiologic mechanisms of anesthetic drug-induced loss of consciousness (LOC) by using the entropy, complexity, and information integration theories at the mesoscopic level has been a hot topic in recent years. However, systematic research is still lacking. Approach. We analyzed electrocorticography (ECoG) data recorded from nine rats during isoflurane-induced unconsciousness. To characterize the complexity and connectivity changes, we investigated ECoG power, symbolic dynamic-based entropy (i.e. permutation entropy (PE)), complexity (i.e. permutation Lempel-Ziv complexity (PLZC)), information integration (i.e. permutation cross mutual information (PCMI)), and PCMI-based cortical brain networks in the frontal, parietal, and occipital cortical regions. Main results. Firstly, LOC was accompanied by a raised power in the ECoG beta (12-30 Hz) but a decreased power in the high gamma (55-95 Hz) frequency band in all three brain regions. Secondly, PE and PLZC showed similar change trends in the lower frequency band (0.1-45 Hz), declining after LOC ( p < 0.05) and increasing after recovery of consciousness ( p < 0.001). Thirdly, intra-frontal and inter-frontal-parietal PCMI declined after LOC, in both lower (0.1-45 Hz) and higher frequency bands (55-95 Hz) ( p < 0.001). Finally, the local network parameters of the nodal clustering coefficient and nodal efficiency in the frontal region decreased after LOC, in both the lower and higher frequency bands ( p < 0.05). Moreover, global network parameters of the normalized average clustering coefficient and small world index increased slightly after LOC in the lower frequency band. However, this increase was not statistically significant. Significance . The PE, PLZC, PCMI and PCMI-based brain networks are effective metrics for qualifying the effects of isoflurane.
Keyphrases
- resting state
- functional connectivity
- drug induced
- working memory
- liver injury
- white matter
- diabetic rats
- health information
- lymph node
- neoadjuvant chemotherapy
- single cell
- cerebral ischemia
- healthcare
- multiple sclerosis
- adverse drug
- atomic force microscopy
- social media
- radiation therapy
- computed tomography
- big data
- electronic health record
- high speed
- locally advanced
- contrast enhanced