在四种主要精神疾病中的皮层下体积变化:对5604名受试者的大型分析研究和对分类的体积数据驱动方法
Naohiro Okada1,2, Masaki Fukunaga3, Kenichiro Miura4
1Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
Molecular psychiatry
|August 3, 2023
概括
这项研究根据精神疾病的皮质下体积确定了四种大脑生物型. 这些生物型与不同程度的认知和社会功能相关,为生物标志物驱动的诊断铺平了道路.
科学领域:
- 神经科学是一个神经科学.
- 精神病学是一个精神病学.
- 放射学 放射学是一门学科.
背景情况:
- 目前的精神病诊断依赖于症状,缺乏客观的生物标志物.
- 皮下大脑结构对于心理行为功能至关重要.
- 现有的神经成像缺乏对认知/社会功能进行数据驱动的临床标准.
研究的目的:
- 根据皮质下大脑体积对精神病患者进行分组.
- 研究这些集群与认知/社会功能之间的关联.
- 探索精神疾病的新型数据驱动的诊断标准.
主要方法:
- 这是一项大规模的多站点神经成像研究,对5604名受试者 (对照组3078,2526名患者) 进行了大规模的神经成像研究.
- 使用T1加权MRI分析皮质下体积和侧面化变化的分析.
- 数据驱动的对象集群基于皮层下体积.
主要成果:
- 根据皮下体积确定了四种大脑生物型 (BB1-BB4).
- BB1和BB2-3分别表现出严重和轻度的认知/社会障碍.
- BB4表现出正常的认知/社会功能.
结论:
- 基于皮质下体积的聚类可以根据功能对精神病患者进行分类.
- 这种方法可能使新的,基于生物标志物的精神病诊断标准成为可能.
- 结果可以帮助预测结果和选择治疗方法.
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