Bondi Elena, Pigoni Alessandro, Ferro Adele, Marra Maria Pia, Nosari Guido, Schiena Giandomenico, Triulzi Fabio M, Bianchi Anna M, Brambilla Paolo, Maggioni Eleonora
Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, 20122, Italy; Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, 20133, Italy.
Department of Neurosciences and Mental Health, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, 20122, Italy.
Neuroimage. 2025 Aug 15;317:121320. doi: 10.1016/j.neuroimage.2025.121320. Epub 2025 Jun 11.
Depression is a leading cause of disability that exerts an impact on neurocognitive functions. Individuals with major depressive disorder (MDD) have shown alterations of processes underlying response inhibition, which is the cognitive process that permits the suppression of habitual or natural behavioural responses to stimuli to select a more appropriate response that is coherent with the goal; these alterations have been correlated with cognitive deficits, especially in older adults. Electrophysiological (EEG) and functional magnetic resonance imaging (fMRI) studies have investigated the neuronal and hemodynamic process underlying inhibition through tasks measuring the ability to suppress a dominant response when non-target stimuli are shown and reported differences between healthy controls (HCs) and MDD subjects. However, these were unimodal studies that provided an incomplete picture of the phenomenon, due to the single technique sensitivity and limited by the characteristics of each technique itself. In this study, we performed an EEG-driven fMRI analysis to explore the different hemodynamic correlates of specific event-related potentials (ERPs) of inhibitory control in late-onset MDD during a visuomotor Go/No-Go task. The dataset was composed of 18 older adult HCs and 18 late-onset MDD patients. Behavioral analysis showed higher response time to target stimuli in inhibitory blocks and lower percentage of correct answers for target stimuli in MDD compared to HCs. ERP analysis revealed the inhibitory effect for both N2 and P3 in both groups. Moreover, EEG-driven fMRI analysis showed alterations in the MDD group in the superior temporal gyrus and cerebellar areas for N2 correlates, whereas in the supramarginal, left rolandic, and Heschl's areas for P3 correlates. The study showed the potentiality of the EEG-fMRI integration for investigating complex cognitive processes. Specifically, the EEG-driven fMRI analyses showed different correlates for separate cognitive processing steps, N2 and P3, highlighting differences between MDD and HC.
抑郁症是导致残疾的主要原因之一,对神经认知功能产生影响。重度抑郁症(MDD)患者表现出反应抑制相关过程的改变,反应抑制是一种认知过程,它允许抑制对刺激的习惯性或自然行为反应,以选择与目标一致的更合适反应;这些改变与认知缺陷相关,尤其是在老年人中。电生理(EEG)和功能磁共振成像(fMRI)研究通过测量在呈现非目标刺激时抑制优势反应能力的任务,研究了抑制背后的神经元和血流动力学过程,并报告了健康对照组(HCs)和MDD患者之间的差异。然而,这些都是单模态研究,由于单一技术的敏感性以及受每种技术自身特点的限制,对该现象的描述并不完整。在本研究中,我们进行了一项EEG驱动的fMRI分析,以探索在视觉运动Go/No-Go任务中,晚发性MDD患者抑制控制的特定事件相关电位(ERP)的不同血流动力学相关性。数据集由18名老年HCs和18名晚发性MDD患者组成。行为分析表明,与HCs相比,MDD患者在抑制性组块中对目标刺激的反应时间更长,对目标刺激的正确答案百分比更低。ERP分析显示两组中N2和P3均有抑制作用。此外,EEG驱动的fMRI分析显示,MDD组中,N2相关性在颞上回和小脑区域有改变,而P3相关性在缘上回、左侧中央前回和颞横回区域有改变。该研究显示了EEG-fMRI整合在研究复杂认知过程方面的潜力。具体而言,EEG驱动的fMRI分析显示,单独的认知处理步骤N2和P3有不同的相关性,突出了MDD和HC之间的差异。