在多发性硬化症中共同波动的结构和功能的临床相关模式
Jian Zhang1, Marco Battaglini1,2, Rosa Cortese1
1Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy.
European journal of neurology
|September 29, 2025
概括
这项研究揭示了多发性硬化症 (MS) 的结构性和功能性大脑变化如何共同波动. 这种多模式MRI方法比传统措施更好地解释临床残疾.
科学领域:
- 神经成像是一种神经成像.
- 放射学 放射学是一门学科.
- 神经学 神经学
背景情况:
- 多发性硬化症 (MS) 涉及复杂的结构和功能性大脑变化.
- 这些变化与MS的临床结果之间的相互作用尚未完全理解.
研究的目的:
- 通过使用多模式MRI融合方法,识别MS中结构性和功能性大脑变化的共同波动模式.
- 评估这些模式在解释临床结果方面的附加值.
主要方法:
- 连接的独立组件分析 (ICA) 用于白质 (WM) 病变,微分异性质 (FA),灰质 (GM) 体积和功能连接.
- 图形理论 (GT) 确定了相互连接的大脑区域.
- 线性混合效应模型和多变量渐进回归分析了与残疾的关联.
主要成果:
- 与健康对照组 (HC) 相比,MS患者表现出明显的共同波动模式,包括减少FA,增加WM病变,GM缩,以及增强顶网络连接.
- 图形理论确定了八个大脑子网络.
- 这些多式模式比传统的MRI指标更有效地解释了身体和认知障碍.
结论:
- 多模式的MRI方法揭示了MS中病变,结构断裂和功能超连接的共同波动的区域模式.
- 与传统的MRI指标相比,这种全面的方法可以更好地解释临床结果.
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