The lack of temporal brain dynamics asymmetry as a signature of impaired consciousness states

Elvira G. Guzmán, Yonatan Sanz Perl, Jakub Vohryzek, Anira Escrichs, Dragana Manasova, Başak Türker, Enzo Tagliazucchi, Morten Kringelbach, Jacobo D. Sitt, Gustavo Deco

Research output: Contribution to journalArticlepeer-review

2 Scopus citations

Abstract

Life is a constant battle against equilibrium. From the cellular level to the macroscopic scale, living organisms as dissipative systems require the violation of their detailed balance, i.e. metabolic enzymatic reactions, in order to survive. We present a framework based on temporal asymmetry as a measure of non-equilibrium. By means of statistical physics, it was discovered that temporal asymmetries establish an arrow of time useful for assessing the reversibility in human brain time series. Previous studies in human and non-human primates have shown that decreased consciousness states such as sleep and anaesthesia result in brain dynamics closer to the equilibrium. Furthermore, there is growing interest in the analysis of brain symmetry based on neuroimaging recordings and since it is a non-invasive technique, it can be extended to different brain imaging modalities and applied at different temporo-spatial scales. In the present study, we provide a detailed description of our methodological approach, paying special attention to the theories that motivated this work. We test, for the first time, the reversibility analysis in human functional magnetic resonance imaging data in patients suffering from disorder of consciousness. We verify that the tendency of a decrease in the asymmetry of the brain signal together with the decrease in non-stationarity are key characteristics of impaired consciousness states. We expect that this work will open the way for assessing biomarkers for patients’ improvement and classification, as well as motivating further research on the mechanistic understanding underlying states of impaired consciousness.

Original languageEnglish
Article number20220086
JournalInterface Focus
Volume13
Issue number3
DOIs
StatePublished - 14 Apr 2023
Externally publishedYes

Keywords

  • arrow of time
  • disorder of consciousness
  • functional magnetic resonance imaging
  • nonequilibrium
  • reversibility
  • temporal asymmetry

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