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基于模型的正常人脑组织类器官和精神分裂症患者脑组织类器官的原子力显微镜和电生理学的弹性和谱指数研究。

Model-based investigation of elasticity and spectral exponent from atomic force microscopy and electrophysiology in normal versus Schizophrenia human cerebral organoids.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:1585-1589. doi: 10.1109/EMBC48229.2022.9871376.

Abstract

The physiological origin of the aperiodic signal present in the electrophysiological recordings, called l/f neural noise, is unknown; nevertheless, it has been associated with health and disease. The power spectrum slope, -α in 1/f, has been postulated to be related to the dynamic balance between excitation (E) and inhibition (I). Our study found that human cerebral organoids grown from induced pluripotent stem cells (iPSCs) from Schizophrenia patients (SCZ) showed structural changes associated with altered elasticity compared to that of the normal cerebral organoids. Furthermore, mitochondrial drugs modulated the elasticity in SCZ that was found related to the changes in the spectral exponent. Therefore, we developed an electro-mechanical model that related the microtubular-actin tensegrity structure to the elasticity and the 1/f noise. Model-based analysis showed that a decrease in the number and length of the constitutive elements in the tensegrity structure decreased its elasticity and made the spectral exponent more negative while thermal white noise will make α = 0.. Based on the microtubularactin model and the cross-talk in structural (elasticity) and functional (electrophysiology) response, aberrant mitochondrial dynamics in SCZ are postulated to be related to the deficits in mitochondrial-cytoskeletal interactions for long-range transport of mitochondria to support synaptic activity for E/I balance. Clinical Relevance-Our experimental data and modeling present a structure-function relationship between mechanical elasticity and electrophysiology of human cerebral organoids that differentiated SCZ patients from normal controls.

摘要

电生理记录中存在的非周期性信号(称为 l/f 神经噪声)的生理起源尚不清楚;然而,它与健康和疾病有关。功率谱斜率,1/f 中的 -α,被假定与兴奋(E)和抑制(I)之间的动态平衡有关。我们的研究发现,来自精神分裂症患者(SCZ)的诱导多能干细胞(iPSC)生长的人类类器官表现出与弹性改变相关的结构变化,与正常类器官相比。此外,线粒体药物调节了 SCZ 中的弹性,发现与光谱指数的变化有关。因此,我们开发了一种机电模型,将微管-肌动蛋白紧张结构与弹性和 1/f 噪声联系起来。基于模型的分析表明,紧张结构中组成元素的数量和长度的减少会降低其弹性,并使谱指数更负,而热白噪声会使 α = 0。基于微管-肌动蛋白模型和结构(弹性)和功能(电生理学)响应之间的串扰,推测 SCZ 中线粒体的异常动力学与线粒体-细胞骨架相互作用的缺陷有关,以支持长距离运输线粒体来支持 E/I 平衡的突触活动。临床相关性-我们的实验数据和建模提出了人类类器官机械弹性和电生理学之间的结构-功能关系,将精神分裂症患者与正常对照区分开来。

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