Cognitive Control Collaborative, The University of Iowa, 340 Iowa Ave, Iowa City, IA 52242-1407, United States; Department of Psychological and Brain Science, The University of Iowa, 340 Iowa Ave, Iowa City, IA 52242-1407, United States; Iowa Neuroscience Institute, The University of Iowa, 169 Newton Road, 2312, Pappajohn Biomedical Discovery Building, Iowa City, IA 52242, United States.
Cognitive Control Collaborative, The University of Iowa, 340 Iowa Ave, Iowa City, IA 52242-1407, United States; Department of Psychological and Brain Science, The University of Iowa, 340 Iowa Ave, Iowa City, IA 52242-1407, United States; Iowa Neuroscience Institute, The University of Iowa, 169 Newton Road, 2312, Pappajohn Biomedical Discovery Building, Iowa City, IA 52242, United States.
Neurobiol Learn Mem. 2023 Jan;197:107701. doi: 10.1016/j.nlm.2022.107701. Epub 2022 Nov 23.
Working memory allows individuals to temporally maintain and manipulate information that is no longer accessible from the sensorium. Whereas prior studies have detailed frontoparietal contributions to working memory processes, less emphasis has been placed on subcortical regions, in particular the human thalamus. The thalamus has a complex anatomy that consists of several distinct nuclei, many of which have dense anatomical connectivity with frontoparietal regions, and thus might play an important yet underspecified role for working memory. The goal of our study is to characterize the detailed functional neuroanatomy of the human thalamus and thalamocortical interactions during the n-back task. To that end, we analyzed an n-back fMRI dataset consisting of 395 subjects from the Human Connectome Project (HCP). We found that thalamic nuclei in the anterior, medial, ventral lateral, and posterior medial thalamus showed stronger evoked responses in response to higher working memory load. Activity in most thalamic nuclei were only modulated by working memory load, but not by categorical membership of the memorized stimuli, suggesting that thalamic function supports domain-general processing for working memory. To determine whether thalamocortical interactions contribute to cortical activity for working memory, we employed an activity flow mapping analysis to test whether thalamocortical interactions can predict cortical task activity patterns. In support, this data-driven thalamocortical interaction model explained a significant amount of variance in the observed cortical activity patterns modulated by working memory load. Our results suggest that the anterior, medial, and posterior medial thalamus, and their associated thalamocortical interactions, contribute to the modulations of distributed cortical activity during working memory.
工作记忆使个体能够暂时保持和操作不再从感觉器官获得的信息。虽然先前的研究详细描述了额顶叶对工作记忆过程的贡献,但对皮质下区域的重视程度较低,特别是对人类丘脑的重视程度较低。丘脑具有复杂的解剖结构,由几个不同的核组成,其中许多核与额顶叶区域有密集的解剖连接,因此可能对工作记忆起着重要但尚未明确的作用。我们研究的目标是描述 n 回任务期间人类丘脑的详细功能神经解剖结构和丘脑皮质相互作用。为此,我们分析了来自人类连接组计划(HCP)的 395 名受试者的 n 回 fMRI 数据集。我们发现,前丘脑、内侧丘脑、腹外侧丘脑和后内侧丘脑的核在响应更高的工作记忆负荷时表现出更强的诱发反应。大多数丘脑核的活动仅受工作记忆负荷的调节,不受记忆刺激的类别成员的调节,这表明丘脑功能支持工作记忆的一般领域处理。为了确定丘脑皮质相互作用是否有助于工作记忆的皮质活动,我们采用了活动流映射分析来测试丘脑皮质相互作用是否可以预测皮质任务活动模式。支持这一数据驱动的丘脑皮质相互作用模型解释了工作记忆负荷调节的观察到的皮质活动模式的大量方差。我们的研究结果表明,前丘脑、内侧丘脑和后内侧丘脑及其相关的丘脑皮质相互作用,有助于工作记忆期间分布式皮质活动的调制。