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Default network connectivity decodes brain states with simulated microgravity

机译:默认网络连接可通过模拟微重力解码大脑状态

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摘要

With great progress of space navigation technology, it becomes possible to travel beyond Earth’s gravity. So far, it remains unclear whether the human brain can function normally within an environment of microgravity and confinement. Particularly, it is a challenge to figure out some neuroimaging-based markers for rapid screening diagnosis of disrupted brain function in microgravity environment. In this study, a 7-day −6° head down tilt bed rest experiment was used to simulate the microgravity, and twenty healthy male participants underwent resting-state functional magnetic resonance imaging scans at baseline and after the simulated microgravity experiment. We used a multivariate pattern analysis approach to distinguish the brain states with simulated microgravity from normal gravity based on the functional connectivity within the default network, resulting in an accuracy of no less than 85 % via cross-validation. Moreover, most discriminative functional connections were mainly located between the limbic system and cortical areas and were enhanced after simulated microgravity, implying a self-adaption or compensatory enhancement to fulfill the need of complex demand in spatial navigation and motor control functions in microgravity environment. Overall, the findings suggest that the brain states in microgravity are likely different from those in normal gravity and that brain connectome could act as a biomarker to indicate the brain state in microgravity.
机译:随着太空导航技术的巨大进步,超越地球引力成为可能。到目前为止,还不清楚人的大脑是否可以在微重力和封闭的环境下正常工作。尤其是,要找出一些基于神经影像的标记物以快速筛选诊断微重力环境中脑功能受损的挑战。在这项研究中,使用了7天-6°向下俯卧倾斜实验来模拟微重力,并在基线和模拟微重力实验之后对20名健康的男性参与者进行了静息态功能磁共振成像扫描。我们使用多变量模式分析方法,基于默认网络中的功能连接性,通过模拟微重力和正常重力来区分大脑状态,通过交叉验证得出的准确性不低于85%。此外,大多数判别性功能连接主要位于边缘系统和皮质区域之间,并且在模拟微重力作用下得到增强,这意味着需要自适应或补偿性增强,以满足微重力环境下空间导航和运动控制功能的复杂需求。总体而言,研究结果表明,微重力状态下的大脑状态可能与正常重力状态下的状态不同,并且大脑连接体可以充当生物标志物来指示微重力状态下的大脑状态。

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