Section on the Neurobiology and Treatment of Mood Disorders, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland.
Magnetoencephalography Core Facility, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland.
Hum Brain Mapp. 2019 Sep;40(13):3940-3950. doi: 10.1002/hbm.24679. Epub 2019 Jun 9.
Major depressive disorder (MDD) is highly prevalent and associated with considerable morbidity, yet its pathophysiology remains only partially understood. While numerous studies have investigated the neurobiological correlates of MDD, most have used only a single neuroimaging modality. In particular, diffusion tensor imaging (DTI) studies have failed to yield uniform results. In this context, examining key tracts and using information from multiple neuroimaging modalities may better characterize potential abnormalities in the MDD brain. This study analyzed data from 30 participants with MDD and 26 healthy participants who underwent DTI, magnetic resonance spectroscopy (MRS), resting-state functional magnetic resonance imaging (fMRI), and magnetoencephalography (MEG). Tracts connecting the subgenual anterior cingulate cortex (sgACC) and the left and right amygdala, as well as connections to the left and right hippocampus and thalamus, were examined as target areas. Reduced fractional anisotropy (FA) was observed in the studied tracts. Significant differences in the correlation between medial prefrontal glutamate concentrations and FA were also observed between MDD and healthy participants along tracts connecting the sgACC and right amygdala; healthy participants exhibited a strong correlation but MDD participants showed no such relationship. In the same tract, a correlation was observed between FA and subsequent antidepressant response to ketamine infusion in MDD participants. Exploratory models also suggested group differences in the relationship between DTI, fMRI, and MEG measures. This study is the first to combine MRS, DTI, fMRI, and MEG data to obtain multimodal indices of MDD and antidepressant response and may lay the foundation for similar future analyses.
重度抑郁症(MDD)的发病率很高,与相当大的发病率有关,但它的病理生理学仍部分理解。虽然许多研究都调查了 MDD 的神经生物学相关性,但大多数研究仅使用了单一的神经影像学模式。特别是,弥散张量成像(DTI)研究未能产生一致的结果。在这种情况下,检查关键束并使用来自多种神经影像学模式的信息可能更好地描述 MDD 大脑中的潜在异常。这项研究分析了 30 名 MDD 患者和 26 名健康参与者的数据,他们接受了 DTI、磁共振波谱(MRS)、静息态功能磁共振成像(fMRI)和脑磁图(MEG)检查。研究中检查了连接前扣带回皮质下区(sgACC)和左右杏仁核的束以及连接左右海马体和丘脑的束作为目标区域。在所研究的束中观察到分数各向异性(FA)降低。还观察到 MDD 患者和健康参与者之间连接 sgACC 和右杏仁核的束中内侧前额叶谷氨酸浓度与 FA 之间的相关性存在显著差异;健康参与者表现出强烈的相关性,但 MDD 参与者则没有这种关系。在同一束中,还观察到 FA 与 MDD 参与者接受氯胺酮输注后的抗抑郁反应之间存在相关性。探索性模型还表明 DTI、fMRI 和 MEG 测量之间的关系存在组间差异。这项研究首次将 MRS、DTI、fMRI 和 MEG 数据结合起来,获得了 MDD 和抗抑郁反应的多模态指标,可能为未来的类似分析奠定基础。