McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada.
Department of Data Science, Inha University, Incheon, Republic of Korea.
Commun Biol. 2022 Sep 27;5(1):1024. doi: 10.1038/s42003-022-03963-z.
It is increasingly recognized that multiple psychiatric conditions are underpinned by shared neural pathways, affecting similar brain systems. Here, we carried out a multiscale neural contextualization of shared alterations of cortical morphology across six major psychiatric conditions (autism spectrum disorder, attention deficit/hyperactivity disorder, major depression disorder, obsessive-compulsive disorder, bipolar disorder, and schizophrenia). Our framework cross-referenced shared morphological anomalies with respect to cortical myeloarchitecture and cytoarchitecture, as well as connectome and neurotransmitter organization. Pooling disease-related effects on MRI-based cortical thickness measures across six ENIGMA working groups, including a total of 28,546 participants (12,876 patients and 15,670 controls), we identified a cortex-wide dimension of morphological changes that described a sensory-fugal pattern, with paralimbic regions showing the most consistent alterations across conditions. The shared disease dimension was closely related to cortical gradients of microstructure as well as neurotransmitter axes, specifically cortex-wide variations in serotonin and dopamine. Multiple sensitivity analyses confirmed robustness with respect to slight variations in analytical choices. Our findings embed shared effects of common psychiatric conditions on brain structure in multiple scales of brain organization, and may provide insights into neural mechanisms of transdiagnostic vulnerability.
人们越来越认识到,多种精神疾病都有共同的神经通路作为基础,影响着相似的大脑系统。在这里,我们对六种主要精神疾病(自闭症谱系障碍、注意缺陷多动障碍、重度抑郁症、强迫症、双相情感障碍和精神分裂症)的皮质形态共享改变进行了多尺度神经语境化分析。我们的框架参照了皮质髓鞘结构和细胞结构,以及连接组和神经递质组织方面的共享形态异常。通过汇集六个 ENIGMA 工作组的基于 MRI 的皮质厚度测量的疾病相关效应,包括总共 28546 名参与者(12876 名患者和 15670 名对照),我们确定了一个描述感觉发散模式的皮质全范围形态变化维度,边缘区域在各种情况下的变化最一致。共享疾病维度与皮质微观结构和神经递质轴,特别是皮质范围内的 5-羟色胺和多巴胺的变化密切相关。多项敏感性分析证实了分析选择略有变化时的稳健性。我们的发现将常见精神疾病对大脑结构的共享影响嵌入到大脑组织的多个尺度中,并可能为跨诊断脆弱性的神经机制提供深入了解。