Department of Psychiatry, SUNY Upstate Medical University, Syracuse, NY, USA.
Department of Neuroscience, SUNY Upstate Medical University, Syracuse, NY, USA.
Mol Psychiatry. 2021 Nov;26(11):6643-6654. doi: 10.1038/s41380-020-00974-2.
Large-scale brain imaging studies by the ENIGMA Consortium identified structural changes associated with attention-deficit/hyperactivity disorder (ADHD). It is not clear why some brain regions are impaired and others spared by the etiological risks for ADHD. We hypothesized that spatial variation in brain cell organization and/or pathway expression levels contribute to selective brain region vulnerability (SBRV) in ADHD. In this study, we used the largest available collection of magnetic resonance imaging (MRI) results from the ADHD ENIGMA Consortium (subcortical MRI n = 3242; cortical MRI n = 4180) along with high-resolution postmortem brain microarray data from Allen Brain Atlas (donors n = 6) from 22 brain regions to investigate our SBRV hypothesis. We performed deconvolution of the bulk transcriptomic data to determine abundances of neuronal and nonneuronal cells in the brain. We assessed the relationships between gene-set expression levels, cell abundance, and standardized effect sizes representing regional changes in brain sizes in cases of ADHD. Our analysis yielded significant correlations between apoptosis, autophagy, and neurodevelopment genes with smaller brain sizes in ADHD, along with associations to regional abundances of astrocytes and oligodendrocytes. The lack of enrichment of common genetic risk variants for ADHD within implicated gene sets suggests an environmental etiology to these differences. This work provides novel mechanistic clues about SBRV in ADHD.
大规模脑成像研究由 ENIGMA 联盟确定了与注意力缺陷/多动障碍(ADHD)相关的结构变化。目前尚不清楚为什么 ADHD 的病因风险会损害一些大脑区域而使其他区域免受影响。我们假设,脑细胞组织和/或通路表达水平的空间变化导致了 ADHD 中选择性大脑区域易损性(SBRV)。在这项研究中,我们使用了来自 ADHD ENIGMA 联盟的最大可用的磁共振成像(MRI)结果集合(皮质下 MRI n=3242;皮质 MRI n=4180),以及来自 Allen Brain Atlas 的高分辨率死后大脑微阵列数据(供体 n=6)来自 22 个大脑区域,以研究我们的 SBRV 假设。我们对批量转录组数据进行了去卷积,以确定大脑中神经元和非神经元细胞的丰度。我们评估了基因集表达水平、细胞丰度与 ADHD 中大脑区域大小变化的标准化效应大小之间的关系。我们的分析表明,凋亡、自噬和神经发育基因与 ADHD 中大脑体积较小之间存在显著相关性,并且与星形胶质细胞和少突胶质细胞的区域丰度相关。ADHD 中涉及的基因集内常见遗传风险变异体的缺乏富集表明这些差异具有环境病因。这项工作为 ADHD 中的 SBRV 提供了新的机制线索。