基于Connectome的预测模型预测了老年人的脆弱程度
bioRxiv : the preprint server for biology
|September 5, 2025
概括
基于任务的大脑连接, 特别是尾状核, 预测了老年人的握力. 这一发现突显了大脑连接体作为个性化的脆弱标志物的潜力.
科学领域:
- 神经科学
- 老年学
- 系统神经科学
背景情况:
- 衰弱,生理储备的减少, 增加了老年人的健康风险.
- 脆弱的神经基础尚未得到充分研究,特别是基于任务的功能连接.
- 关于与虚弱相关的大脑功能连接的研究有限.
研究的目的:
- 研究基于任务的大脑功能连接与脆弱性之间的关系.
- 确定个人握力差异的神经预测因素,
- 探索基于连接体的预测建模 (CPM) 在理解脆弱性的实用性.
主要方法:
- 利用基于连接体的预测建模 (CPM) 来分析基于任务的功能连接体.
- 专注于从涉及手柄操作的任务中获得的功能连接.
- 相关的大脑连接体具有最大的握力作为老年人的脆弱度.
主要成果:
- 基于任务的连接组成功地预测了个人握力差异.
- 在皮下和小脑网络中的功能连接是最强的预测因素.
- 具体而言,涉及尾状核的连接性显示出显著的预测能力.
结论:
- 基于任务的功能连接体可以作为个性化生物标志物来测量诸如握力等行为.
- 尾状核在神经机理中起着至关重要的作用.
- 这项研究为老年人的神经基础提供了新的见解.
相关概念视频
The Effect of Aging on Tissues
3.6K
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...
3.6K
Alzheimer's Disease: Overview
1.7K
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...
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ...
1.7K
Alzheimer Disease l: Introduction
21
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...
21
Alzheimer Disease ll: Pathophysiology
35
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...
35


