Morris Laurel, Beltran Jacqueline, Li Mu, Jacob Yael, Butler Grace, Mehta Marishka, Murrough James, Radulescu Angela
Res Sq. 2025 Sep 9:rs.3.rs-7166201. doi: 10.21203/rs.3.rs-7166201/v1.
Decades of preclinical research have implicated divergent roles of basal and task-based activity within the mesolimbic and mesocortical dopamine pathways in the neurobiological mechanisms of depression. However, translation to humans has been limited by low-resolution neuroimaging methods during the inherent computational nature of learning processes. Here, utilizing high-resolution, precision multi-echo functional MRI, Bayesian modeling, and graph-theory network influence modeling, we demonstrate that relative to controls, individuals with major depressive disorder (MDD) are characterized by an elevated influence of the ventral tegmental area (VTA) within the mesolimbic/mesocortical network during task-free brain states. During task-based brain states, mesocortical hyperconnectivity was linked to blunted neural tracking of reward prediction error (RPE) signals in the nucleus accumbens and greater anhedonia, while blunted neural tracking of RPEs in the basolateral amygdala was linked with greater anxiety. Thus, mesocortical hyperconnectivity in MDD may lead to a computationally underutilized learning mechanism that impacts discrete depression and anxiety symptom domains. Together these results may explain paradoxical preclinical work and elucidate neural underpinnings for the clinical heterogeneity of depression.
数十年的临床前研究表明,中脑边缘和中脑皮质多巴胺通路内的基础活动和基于任务的活动在抑郁症的神经生物学机制中发挥着不同作用。然而,由于学习过程固有的计算性质,在低分辨率神经成像方法的限制下,向人类的转化一直受到限制。在这里,利用高分辨率、精确多回波功能磁共振成像、贝叶斯建模和图论网络影响建模,我们证明,与对照组相比,重度抑郁症(MDD)患者在无任务脑状态下,中脑边缘/中脑皮质网络内腹侧被盖区(VTA)的影响增强。在基于任务的脑状态下,中脑皮质的高连接性与伏隔核中奖励预测误差(RPE)信号的神经追踪减弱以及更高的快感缺失有关,而基底外侧杏仁核中RPE的神经追踪减弱与更高的焦虑有关。因此,MDD中的中脑皮质高连接性可能导致一种计算上未充分利用的学习机制,影响离散的抑郁和焦虑症状领域。这些结果共同解释了矛盾的临床前研究工作,并阐明了抑郁症临床异质性的神经基础。