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1.
Neuroimage ; 231: 117830, 2021 05 01.
Article in English | MEDLINE | ID: mdl-33549746

ABSTRACT

Changes in resting-state functional connectivity (rs-FC) under general anesthesia have been widely studied with the goal of identifying neural signatures of consciousness. This work has commonly revealed an apparent fragmentation of whole-brain network structure during unconsciousness, which has been interpreted as reflecting a break-down in connectivity and a disruption of the brain's ability to integrate information. Here we show, by studying rs-FC under varying depths of isoflurane-induced anesthesia in nonhuman primates, that this apparent fragmentation, rather than reflecting an actual change in network structure, can be simply explained as the result of a global reduction in FC. Specifically, by comparing the actual FC data to surrogate data sets that we derived to test competing hypotheses of how FC changes as a function of dose, we found that increases in whole-brain modularity and the number of network communities - considered hallmarks of fragmentation - are artifacts of constructing FC networks by thresholding based on correlation magnitude. Taken together, our findings suggest that deepening levels of unconsciousness are instead associated with the increasingly muted expression of functional networks, an observation that constrains current interpretations as to how anesthesia-induced FC changes map onto existing neurobiological theories of consciousness.


Subject(s)
Anesthesia, General/methods , Anesthetics, Inhalation/administration & dosage , Brain/diagnostic imaging , Brain/physiology , Nerve Net/diagnostic imaging , Nerve Net/physiology , Animals , Brain/drug effects , Consciousness/drug effects , Consciousness/physiology , Female , Macaca fascicularis , Magnetic Resonance Imaging/methods , Male , Nerve Net/drug effects
2.
Cereb Cortex ; 30(10): 5229-5241, 2020 09 03.
Article in English | MEDLINE | ID: mdl-32469053

ABSTRACT

General anesthetics are routinely used to induce unconsciousness, and much is known about their effects on receptor function and single neuron activity. Much less is known about how these local effects are manifest at the whole-brain level nor how they influence network dynamics, especially past the point of induced unconsciousness. Using resting-state functional magnetic resonance imaging (fMRI) with nonhuman primates, we investigated the dose-dependent effects of anesthesia on whole-brain temporal modular structure, following loss of consciousness. We found that higher isoflurane dose was associated with an increase in both the number and isolation of whole-brain modules, as well as an increase in the uncoordinated movement of brain regions between those modules. Conversely, we found that higher dose was associated with a decrease in the cohesive movement of brain regions between modules, as well as a decrease in the proportion of modules in which brain regions participated. Moreover, higher dose was associated with a decrease in the overall integrity of networks derived from the temporal modules, with the exception of a single, sensory-motor network. Together, these findings suggest that anesthesia-induced unconsciousness results from the hierarchical fragmentation of dynamic whole-brain network structure, leading to the discoordination of temporal interactions between cortical modules.


Subject(s)
Brain/physiopathology , Consciousness/physiology , Isoflurane/pharmacology , Unconsciousness/physiopathology , Animals , Brain/drug effects , Brain Mapping , Consciousness/drug effects , Haplorhini , Magnetic Resonance Imaging/methods , Nerve Net/drug effects , Nerve Net/physiology , Neural Pathways/drug effects , Neural Pathways/physiology , Rest/physiology , Unconsciousness/chemically induced
3.
Hum Brain Mapp ; 35(12): 5754-75, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25044934

ABSTRACT

Despite their widespread use, the effect of anesthetic agents on the brain's functional architecture remains poorly understood. This is particularly true of alterations that occur beyond the point of induced unconsciousness. Here, we examined the distributed intrinsic connectivity of macaques across six isoflurane levels using resting-state functional MRI (fMRI) following the loss of consciousness. The results from multiple analysis strategies showed stable functional connectivity (FC) patterns between 1.00% and 1.50% suggesting this as a suitable range for anesthetized nonhuman primate resting-state investigations. Dose-dependent effects were evident at moderate to high dosages showing substantial alteration of the functional topology and a decrease or complete loss of interhemispheric cortical FC strength including that of contralateral homologues. The assessment of dynamic FC patterns revealed that the functional repertoire of brain states is related to anesthesia depth and most strikingly, that the number of state transitions linearly decreases with increased isoflurane dosage. Taken together, the results indicate dose-specific spatial and temporal alterations of FC that occur beyond the typically defined endpoint of consciousness. Future work will be necessary to determine how these findings generalize across anesthetic types and extend to the transition between consciousness and unconsciousness.


Subject(s)
Anesthetics, Inhalation/pharmacology , Brain/physiology , Isoflurane/pharmacology , Animals , Brain/drug effects , Brain Mapping , Dose-Response Relationship, Drug , Female , Macaca fascicularis , Magnetic Resonance Imaging , Male , Neural Pathways/drug effects , Neural Pathways/physiology , Rest , Signal Processing, Computer-Assisted , Unconsciousness/chemically induced , Unconsciousness/physiopathology
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