人类大脑中相互依存的缩放指数
Daniel M Castro1, Ernesto P Raposo2, Mauro Copelli1
1Universidade Federal de Pernambuco, Departamento de Física, Centro de Ciências Exatas e da Natureza, Recife, PE, 50670-901, Brazil.
Physical review letters
|November 21, 2025
概括
我们发现了休息状态功能性MRI (fMRI) 大脑活动中的缩放关系,将大脑组织与认知性能和灰质体积联系起来. 这些发现表明大脑内在的相互依赖性,类似于物理学中的关键现象.
科学领域:
- 神经科学是一个神经科学.
- 复杂系统分析 复杂系统分析
- 统计物理 统计物理
背景情况:
- 休息状态功能磁共振成像 (fMRI) 提供了对内在大脑功能的洞察.
- 了解大脑活动的复杂相关性和组织原理至关重要.
研究的目的:
- 通过现象学重规范化小组,研究静止状态大脑活动的组织原理.
- 识别大脑活动时间序列中的缩放关系和相互依赖.
- 探索这些缩放性质与临床/行为特征之间的相关性.
主要方法:
- 现象重规范化组应用于来自大量人群的静止状态fMRI数据.
- 对fMRI时间序列的递归粗粒度.
- 计算变异的缩放指数,沉默的日志概率,以及最大的共变量固有值.
- 对指数之间的缩放关系的分析推导.
主要成果:
- 确定了缩放指数之间的线性相互依赖,称为缩放关系.
- 证明了与大脑活动相关性结构相关的缩放指数的固有变化.
- 在缩放指数和灰色物质体积 (临床特征) 之间发现了显著的相关性.
- 观察到缩放指数和认知表现 (行为特征) 之间的显著相关性.
结论:
- 观察到的缩放关系表明大脑活动中的内在组织原则,类似于物理学中的关键现象.
- 这些相互依赖关系是大脑组织的基础.
- 在其他复杂系统中也可能存在类似的组织原理.
- 缩放指数为临床和行为特征提供了潜在的生物标志物.
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