Department of Psychiatry and Human Behavior, University of California, Irvine, CA 92617, USA.
Schizophr Res. 2010 Mar;117(1):42-51. doi: 10.1016/j.schres.2009.12.014. Epub 2010 Jan 21.
Working memory studies in schizophrenia (SZ), using functional magnetic resonance imaging (fMRI) and univariate analyses, have led to observations of hypo- or hyperactivation of discrete cortical regions and subsequent interpretations (e.g. neural inefficiencies). We employed a data-driven, multivariate analysis to identify the patterns of brain-behavior relationships in SZ during working memory.
fMRI scans were collected from 13 SZ and 18 healthy control (HC) participants performing a modified Sternberg item recognition paradigm with three memory loads. We applied partial least squares analysis (PLS) to assess brain activation during the task both alone and with behavioral measures (accuracy and response time, RT) as covariates.
While the HC primary pattern was not affected by increasing load demands, SZ participants showed an exaggerated change in the Blood Oxygenation Level Dependent (BOLD) signal from the low to moderate memory load conditions and subsequent decrease in the greatest memory load, in frontal, motor, parietal and subcortical areas. With behavioral covariates, the separate groups identified distinct brain-behavior relationships and circuits. Increased activation of the middle temporal gyrus was associated with greater accuracy and faster RT only in SZ.
The inverted U-shaped curves in the SZ BOLD signal in the same areas that show flat activation in the HC data indicate widespread neural inefficiency in working memory in SZ. While both groups performed the task with similar levels of accuracy, participants with schizophrenia show a compensatory network of different sub-regions of the prefrontal cortex, parietal lobule, and the temporal gyri in this working memory task.
使用功能磁共振成像(fMRI)和单变量分析的精神分裂症(SZ)工作记忆研究导致了离散皮质区域的低激活或高激活的观察结果,以及随后的解释(例如神经效率低下)。我们采用了一种数据驱动的多变量分析方法,以确定 SZ 在工作记忆过程中大脑-行为关系的模式。
对 13 名 SZ 和 18 名健康对照组(HC)参与者进行 fMRI 扫描,这些参与者使用修改后的 Sternberg 项目识别范式进行了三种记忆负荷。我们应用偏最小二乘法分析(PLS)来评估任务期间的大脑激活情况,同时将行为测量(准确性和反应时间,RT)作为协变量。
虽然 HC 的主要模式不受增加的负荷需求的影响,但 SZ 参与者在前额、运动、顶叶和皮质下区域显示出从低到中等记忆负荷条件下 BOLD 信号的过度变化,随后在最大记忆负荷条件下下降。使用行为协变量,单独的组确定了不同的大脑-行为关系和回路。仅在 SZ 中,颞中回的激活增加与准确性更高和 RT 更快相关。
在 HC 数据中显示出平坦激活的相同区域中 SZ 的 BOLD 信号的倒 U 形曲线表明 SZ 工作记忆中的广泛神经效率低下。虽然两组都以相似的准确性水平执行任务,但精神分裂症患者在这个工作记忆任务中显示出前额叶皮层、顶叶和颞叶不同亚区的补偿网络。