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Brain Map of Intrinsic Functional Flexibility in Anesthetized Monkeys and Awake Humans

Emerging neuroimaging studies emphasize the dynamic organization of spontaneous brain activity in both human and non-human primates, even under anesthesia. In a recent study, we were able to characterize the heterogeneous architecture of intrinsic functional flexibility in the awake, resting human b...

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Autores principales: Yin, Dazhi, Zhang, Zhao, Wang, Zhiwei, Zeljic, Kristina, Lv, Qian, Cai, Danchao, Wang, Yingwei, Wang, Zheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6403192/
https://www.ncbi.nlm.nih.gov/pubmed/30873000
http://dx.doi.org/10.3389/fnins.2019.00174
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author Yin, Dazhi
Zhang, Zhao
Wang, Zhiwei
Zeljic, Kristina
Lv, Qian
Cai, Danchao
Wang, Yingwei
Wang, Zheng
author_facet Yin, Dazhi
Zhang, Zhao
Wang, Zhiwei
Zeljic, Kristina
Lv, Qian
Cai, Danchao
Wang, Yingwei
Wang, Zheng
author_sort Yin, Dazhi
collection PubMed
description Emerging neuroimaging studies emphasize the dynamic organization of spontaneous brain activity in both human and non-human primates, even under anesthesia. In a recent study, we were able to characterize the heterogeneous architecture of intrinsic functional flexibility in the awake, resting human brain using time-resolved analysis and a probabilistic model. However, it is unknown whether this organizational principle is preserved in the anesthetized monkey brain, and how anesthesia affects dynamic and static measurements of spontaneous brain activity. To investigate these issues, we collected resting-state functional magnetic resonance imaging (fMRI) datasets from 178 awake humans and 11 anesthetized monkeys (all healthy). Our recently established method, a complexity measurement (i.e., Shannon entropy) of dynamic functional connectivity patterns of each brain region, was used to map the intrinsic functional flexibility across the cerebral cortex. To further explore the potential effects of anesthesia, we performed time series analysis and correlation analysis between dynamic and static measurements within awake human and anesthetized monkey brains, respectively. We observed a heterogeneous profile of intrinsic functional flexibility in the anesthetized monkey brain, which showed some similarities to that of awake humans (r = 0.30, p = 0.007). However, we found that brain activity in anesthetized monkeys generally shifted toward random fluctuations. Moreover, there is a negative correlation between nodal entropy for the distribution of dynamic functional connectivity patterns and static functional connectivity strength in anesthetized monkeys, but not in awake humans. Our findings indicate that the heterogeneous architecture of intrinsic functional flexibility across cortex probably reflects an evolutionarily conserved aspect of functional brain organization, which persists across levels of cognitive processing (states of consciousness). The coupling between nodal entropy for the distribution of dynamic functional connectivity patterns and static functional connectivity strength may serve as a potential signature of anesthesia. This study not only offers fresh insight into the evolution of brain functional architecture, but also advances our understanding of the dynamics of spontaneous brain activity.
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spelling pubmed-64031922019-03-14 Brain Map of Intrinsic Functional Flexibility in Anesthetized Monkeys and Awake Humans Yin, Dazhi Zhang, Zhao Wang, Zhiwei Zeljic, Kristina Lv, Qian Cai, Danchao Wang, Yingwei Wang, Zheng Front Neurosci Neuroscience Emerging neuroimaging studies emphasize the dynamic organization of spontaneous brain activity in both human and non-human primates, even under anesthesia. In a recent study, we were able to characterize the heterogeneous architecture of intrinsic functional flexibility in the awake, resting human brain using time-resolved analysis and a probabilistic model. However, it is unknown whether this organizational principle is preserved in the anesthetized monkey brain, and how anesthesia affects dynamic and static measurements of spontaneous brain activity. To investigate these issues, we collected resting-state functional magnetic resonance imaging (fMRI) datasets from 178 awake humans and 11 anesthetized monkeys (all healthy). Our recently established method, a complexity measurement (i.e., Shannon entropy) of dynamic functional connectivity patterns of each brain region, was used to map the intrinsic functional flexibility across the cerebral cortex. To further explore the potential effects of anesthesia, we performed time series analysis and correlation analysis between dynamic and static measurements within awake human and anesthetized monkey brains, respectively. We observed a heterogeneous profile of intrinsic functional flexibility in the anesthetized monkey brain, which showed some similarities to that of awake humans (r = 0.30, p = 0.007). However, we found that brain activity in anesthetized monkeys generally shifted toward random fluctuations. Moreover, there is a negative correlation between nodal entropy for the distribution of dynamic functional connectivity patterns and static functional connectivity strength in anesthetized monkeys, but not in awake humans. Our findings indicate that the heterogeneous architecture of intrinsic functional flexibility across cortex probably reflects an evolutionarily conserved aspect of functional brain organization, which persists across levels of cognitive processing (states of consciousness). The coupling between nodal entropy for the distribution of dynamic functional connectivity patterns and static functional connectivity strength may serve as a potential signature of anesthesia. This study not only offers fresh insight into the evolution of brain functional architecture, but also advances our understanding of the dynamics of spontaneous brain activity. Frontiers Media S.A. 2019-02-28 /pmc/articles/PMC6403192/ /pubmed/30873000 http://dx.doi.org/10.3389/fnins.2019.00174 Text en Copyright © 2019 Yin, Zhang, Wang, Zeljic, Lv, Cai, Wang and Wang. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Yin, Dazhi
Zhang, Zhao
Wang, Zhiwei
Zeljic, Kristina
Lv, Qian
Cai, Danchao
Wang, Yingwei
Wang, Zheng
Brain Map of Intrinsic Functional Flexibility in Anesthetized Monkeys and Awake Humans
title Brain Map of Intrinsic Functional Flexibility in Anesthetized Monkeys and Awake Humans
title_full Brain Map of Intrinsic Functional Flexibility in Anesthetized Monkeys and Awake Humans
title_fullStr Brain Map of Intrinsic Functional Flexibility in Anesthetized Monkeys and Awake Humans
title_full_unstemmed Brain Map of Intrinsic Functional Flexibility in Anesthetized Monkeys and Awake Humans
title_short Brain Map of Intrinsic Functional Flexibility in Anesthetized Monkeys and Awake Humans
title_sort brain map of intrinsic functional flexibility in anesthetized monkeys and awake humans
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6403192/
https://www.ncbi.nlm.nih.gov/pubmed/30873000
http://dx.doi.org/10.3389/fnins.2019.00174
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