大脑拓学的概况,用于老年人双重功能稳定
Sa Zhou1, Mia Anthony2, Ehsan Adeli2
1Department of Psychiatry and Behavioral Sciences, Stanford University, 1070 Arastradero Rd, Palo Alto, CA, 94304, USA. sazhou@stanford.edu.
GeroScience
|October 21, 2024
概括
高双功能稳定 (DFS) 的老年人表现出独特的大脑组织. 这种与成功衰老相关的大脑拓学涉及特定的区域大脑网络分离和整合.
科学领域:
- 神经科学是一个神经科学.
- 老年学是一门学科.
- 网络科学 网络科学
背景情况:
- 双功能稳定 (DFS),包括认知和身体能力,对于成功的衰老至关重要.
- 了解高DFS的神经基础可以为健康老龄化提供信息.
研究的目的:
- 为了确定与老年人高DFS相关的大脑拓形状.
- 为了测试不同的大脑组织是否能在各个任务中预测一致的高DFS.
主要方法:
- 分析神经成像 (扩散张力成像连接体) 和两个队列的认知/物理任务数据 (Cam-CAN,英国;CF,美国).
- 图形理论分析 (集群系数,最短路径长度) 来评估大脑网络的分离和整合.
- 机器学习 (支持向量机,回归) 来区分DFS子组并预测稳定性.
主要成果:
- 大脑拓特征分化高DFS子组具有高精度 (65.82%在Cam-CAN,84.78%在CF).
- 高DFS的明显神经相关性包括不同区域的大脑分离和整合在诸如岛屿,前极和极等区域.
- 大脑拓学预测了CF样本的跨任务认知和身体稳定性.
结论:
- 在老年人中,独特的大脑拓构成了高双功能稳定性的基础,这表明了成功的衰老.
- 这些发现为DFS提供了神经基础,并表明了加强认知和身体性干预的潜在目标.
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