Department of Psychiatry, University of British Columbia, Vancouver, British Columbia, Canada; Michael Smith Laboratories, University of British Columbia, Vancouver, British Columbia, Canada.
Department of Psychiatry, University of British Columbia, Vancouver, British Columbia, Canada; Michael Smith Laboratories, University of British Columbia, Vancouver, British Columbia, Canada; Graduate Program in Bioinformatics, University of British Columbia, Vancouver, British Columbia, Canada.
Biol Psychiatry. 2018 Dec 1;84(11):787-796. doi: 10.1016/j.biopsych.2018.07.010. Epub 2018 Jul 21.
High-throughput expression analyses of postmortem brain tissue have been widely used to study bipolar disorder and schizophrenia. However, despite the extensive efforts, no consensus has emerged as to the functional interpretation of the findings. We hypothesized that incorporating information on cell type-specific expression would provide new insights.
We reanalyzed 15 publicly available bulk tissue expression datasets on schizophrenia and bipolar disorder, representing various brain regions from eight different cohorts of subjects (unique subjects: 332 control, 129 bipolar disorder, 341 schizophrenia). We studied changes in the expression profiles of cell type marker genes and evaluated whether these expression profiles could serve as surrogates for relative abundance of their corresponding cells.
In both bipolar disorder and schizophrenia, we consistently observed an increase in the expression profiles of cortical astrocytes and a decrease in the expression profiles of fast-spiking parvalbumin interneurons. No changes in astrocyte expression profiles were observed in subcortical regions. Furthermore, we found that many of the genes previously identified as differentially expressed in schizophrenia are highly correlated with the expression profiles of astrocytes or fast-spiking parvalbumin interneurons.
Our results indicate convergence of transcriptome studies of schizophrenia and bipolar disorder on changes in cortical astrocytes and fast-spiking parvalbumin interneurons, providing a unified interpretation of numerous studies. We suggest that these changes can be attributed to alterations in the relative abundance of the cells and are important for understanding the pathophysiology of the disorders.
高通量分析尸检脑组织的表达已广泛用于研究双相情感障碍和精神分裂症。然而,尽管进行了广泛的研究,仍未就研究结果的功能解释达成共识。我们假设,纳入关于细胞类型特异性表达的信息将提供新的见解。
我们重新分析了 15 个公开的关于精神分裂症和双相情感障碍的批量组织表达数据集,这些数据集代表了来自 8 个不同队列的不同脑区(独特的受试者:332 名对照、129 名双相情感障碍、341 名精神分裂症)。我们研究了细胞类型标记基因表达谱的变化,并评估了这些表达谱是否可以作为其相应细胞相对丰度的替代物。
在双相情感障碍和精神分裂症中,我们一致观察到皮质星形胶质细胞表达谱的增加和快速放电型 parvalbumin 中间神经元表达谱的降低。在皮质下区域未观察到星形胶质细胞表达谱的变化。此外,我们发现许多先前被鉴定为精神分裂症中差异表达的基因与星形胶质细胞或快速放电型 parvalbumin 中间神经元的表达谱高度相关。
我们的研究结果表明,精神分裂症和双相情感障碍的转录组研究在皮质星形胶质细胞和快速放电型 parvalbumin 中间神经元的变化上趋于一致,为众多研究提供了统一的解释。我们建议,这些变化可以归因于细胞相对丰度的改变,对于理解这些疾病的病理生理学非常重要。