缺乏时间大脑动力学不对称是意识状态受损的标志。

IF 3.6 3区 生物学 Q1 BIOLOGY
Elvira G-Guzmán, Yonatan Sanz Perl, Jakub Vohryzek, Anira Escrichs, Dragana Manasova, Başak Türker, Enzo Tagliazucchi, Morten Kringelbach, Jacobo D Sitt, Gustavo Deco
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引用次数: 5

摘要

生活是一场与平衡的持久战。从细胞水平到宏观尺度,作为耗散系统的生物体需要打破其详细平衡,即代谢酶反应,才能生存。我们提出了一个基于时间不对称的框架,作为非平衡的衡量标准。通过统计物理学的方法,我们发现时间的不对称性建立了一个时间箭头,可以用来评估人脑时间序列的可逆性。先前对人类和非人类灵长类动物的研究表明,睡眠和麻醉等意识状态的减少会导致大脑动力学更接近平衡。此外,人们对基于神经成像记录的大脑对称性分析越来越感兴趣,由于它是一种非侵入性技术,它可以扩展到不同的脑成像模式,并应用于不同的时空尺度。在本研究中,我们提供了我们的方法方法的详细描述,特别关注的理论,推动这项工作。我们首次测试了意识障碍患者的人体功能磁共振成像数据的可逆性分析。我们证实,大脑信号不对称性的下降趋势以及非平稳性的下降是意识受损状态的关键特征。我们期望这项工作将为评估患者改善和分类的生物标志物开辟道路,并推动对意识受损状态的机制理解的进一步研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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

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

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

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

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.

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来源期刊
Interface Focus
Interface Focus BIOLOGY-
CiteScore
9.20
自引率
0.00%
发文量
44
审稿时长
6-12 weeks
期刊介绍: Each Interface Focus themed issue is devoted to a particular subject at the interface of the physical and life sciences. Formed of high-quality articles, they aim to facilitate cross-disciplinary research across this traditional divide by acting as a forum accessible to all. Topics may be newly emerging areas of research or dynamic aspects of more established fields. Organisers of each Interface Focus are strongly encouraged to contextualise the journal within their chosen subject.
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