Aliramezani Mohammad, Constantinidis Christos, Daliri Mohammad Reza
School of Cognitive Sciences (SCS), Institute for Research in Fundamental Sciences (IPM), Tehran, Iran.
Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA.
Commun Biol. 2025 May 20;8(1):767. doi: 10.1038/s42003-025-08211-8.
The heart of goal-directed behavior organization is working memory. Recent studies have emphasized the critical role of the prefrontal cortex (PFC) in working memory, highlighting elevated spiking levels in PFC neurons during working-memory delays. As a higher-order cortex, PFC contains various types of neurons with complex receptive fields, making it challenging to identify task-engaged neurons, particularly during the working memory periods when firing rates are lower compared to stimulus periods. While previous studies have primarily focused on neurons selective for sensory stimuli, there are also task-sustained neurons that are not selective for specific stimulus characteristics. In this study, we differentiate between working memory (WM)-sustained neurons, which show task-related activity without stimulus spatial selectivity, and working memory (WM)-selective neurons, which are selective for the location of the stimulus. To investigate their roles, we investigated the neural activities of the lateral PFC neurons in two macaque monkeys during a spatial working memory task. Fano factor analysis revealed that the neuronal variability of both WM-selective and WM-sustained neurons was similar and significantly higher than that of non-active neurons (neurons not modulated by the task). Moreover, the Fano factor of active neurons diminished during error trials compared to correct trials. The spike phase locking (SPL) value was measured to evaluate the coupling of local field potentials (LFPs) phases to spike times, considering neural network characteristics. SPL results indicated that both WM-selective neurons and WM-sustained neurons exhibited higher SPL in the alpha/beta-band compared to non-active neurons. Additionally, the alpha/beta-band SPL of working memory-active neurons decreased during error trials. In summary, despite the non-stimulus-specific activation of WM-sustained neurons, they may contribute to task performance alongside WM-selective neurons.
目标导向行为组织的核心是工作记忆。最近的研究强调了前额叶皮质(PFC)在工作记忆中的关键作用,突出了在工作记忆延迟期间PFC神经元的放电水平升高。作为一个高阶皮质,PFC包含各种具有复杂感受野的神经元类型,这使得识别参与任务的神经元具有挑战性,特别是在工作记忆期间,与刺激期相比,其放电率较低。虽然先前的研究主要集中在对感觉刺激有选择性的神经元上,但也存在对特定刺激特征无选择性的任务持续神经元。在本研究中,我们区分了工作记忆(WM)持续神经元和工作记忆(WM)选择性神经元,前者表现出与任务相关的活动但无刺激空间选择性,后者对刺激的位置具有选择性。为了研究它们的作用,我们在空间工作记忆任务中研究了两只猕猴外侧PFC神经元的神经活动。Fano因子分析显示,WM选择性神经元和WM持续神经元的神经元变异性相似,且显著高于非活动神经元(未受任务调制的神经元)。此外,与正确试验相比,错误试验期间活动神经元的Fano因子减小。考虑到神经网络特征,测量了尖峰相位锁定(SPL)值以评估局部场电位(LFP)相位与尖峰时间的耦合。SPL结果表明,与非活动神经元相比,WM选择性神经元和WM持续神经元在α/β频段均表现出更高的SPL。此外,工作记忆活动神经元在错误试验期间α/β频段的SPL降低。总之,尽管WM持续神经元的激活是非刺激特异性的,但它们可能与WM选择性神经元一起对任务表现做出贡献。