性别依赖的非线性格兰杰连接模式健康人口中大脑衰老的格兰杰连接模式
1Lanzhou University, Lanzhou, China; Zhejiang University, Hangzhou, China.
概括
大脑老龄化导致非线性格兰杰连接 (NGC) 的下降,女性显示的变异性比男性更大. NGC可以作为认知功能和理解神经疾病中的性别差异的敏感指标.
科学领域:
- 神经科学是一个神经科学.
- 大脑衰老研究研究
- 功能连接分析 功能连接分析
背景情况:
- 大脑衰老涉及到大脑子网络和区域的复杂变化.
- 关于与衰老相关的功能连接 (FC) 之前的研究主要使用线性相关性,忽视了fMRI信号的非线性特性.
研究的目的:
- 通过使用一种新的技术,研究衰老过程中的性别依赖的非线性格兰杰连接性 (NGC).
- 探索NGC与衰老中的认知功能之间的关系.
主要方法:
- 引入了神经格兰杰因果关系技术来评估NGC.
- 利用公开可用的227名健康参与者的数据集.
- 应用静态和动态分析策略,使用不同的网络稀疏度.
主要成果:
- 大脑衰老与NGC在区域和子网络层面的广泛下降有关.
- 与男性相比,女性在衰老过程中表现出更大的异质性和减少的NGC稳定性.
- NGC的强度与个人的认知功能相关,这表明它作为一个敏感的指标的实用性.
结论:
- 而NGC分析对于识别性别依赖的大脑衰老模式是有效的.
- 这些发现提供了关于衰老和神经疾病,特别是退行性疾病的性别差异的见解.
更多相关视频
13:26Measuring Connectivity in the Primary Visual Pathway in Human Albinism Using Diffusion Tensor Imaging and Tractography
Published on: August 11, 2016
12.2K
08:43Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
7.9K
相关概念视频
Sex Linked Disorders
Like autosomes, sex chromosomes contain a variety of genes necessary for normal body function. When a mutation in one of these genes results in biological deficits, the disorder is considered sex-linked.
The Effect of Aging on Tissues
Several body functions deteriorate with age. The external signs of aging are easily identifiable. For example, the skin becomes dry, less elastic, and thins out, forming wrinkles. The skin of the face begins to appear looser due to a decrease in the levels of elastic and collagen fibers in the connective tissue. Additionally, melanin production in the hair follicle decreases with age, resulting in gray hair. Moreover, the senses of sight and hearing decline, so glasses and hearing aids may...
Alzheimer's Disease: Overview
Alzheimer's Disease (AD) is a continually advancing neurodegenerative disorder, distinguished by escalating memory loss, cognitive dysfunction, and dementia. The disease unfolds in three stages: preclinical, mild cognitive impairment (MCI), and dementia. Its onset is insidious, and the progression gradual, with the cause not well explained by other disorders.
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ and tau...
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ and tau...
Aging
Aging is a complex biological phenomenon influenced by various processes that affect cellular and systemic functions. Several prominent theories attempt to explain its mechanisms, highlighting cellular limitations, oxidative damage, and hormonal changes as central factors in aging.
Cellular Clock Theory
The cellular clock theory posits that the human lifespan is closely tied to the finite capacity of cells to divide, a phenomenon governed by telomeres, which are protective caps at the ends of...
Cellular Clock Theory
The cellular clock theory posits that the human lifespan is closely tied to the finite capacity of cells to divide, a phenomenon governed by telomeres, which are protective caps at the ends of...
Alzheimer Disease l: Introduction
Alzheimer disease is a chronic, progressive, and irreversible neurodegenerative disorder and the most common cause of dementia in older adults. It leads to gradual neuronal loss, causing cognitive decline, behavioral changes, and loss of functional independence.Risk Factors and EtiologyThe disease is multifactorial. Age is the strongest risk factor, with prevalence doubling every 5 years after age 65. Genetic factors include mutations in genes such as APP, PSEN1, and PSEN2, which are associated...
Alzheimer Disease ll: Pathophysiology
Alzheimer disease involves structural changes in the brain that begin long before symptoms appear. The most distinctive features are extracellular neuritic plaques and intracellular neurofibrillary tangles.Neuritic plaques form in the cerebral cortex and around blood vessels. These plaques contain a dense core of beta-amyloid (Aβ)—a toxic protein fragment that clumps outside neurons. The core is surrounded by damaged neuronal extensions, as well as reactive astrocytes and microglia. Abnormal...
