Vanderbilt University School of Medicine, Medical Scientist Training Program, Nashville, TN 37232, USA; Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN 37232, USA.
Department of Bioinformatics, Vanderbilt University School of Medicine, Nashville, TN 37232, USA.
Cell Rep. 2021 May 4;35(5):109085. doi: 10.1016/j.celrep.2021.109085.
We conducted PrediXcan analysis of hydrocephalus risk in ten neurological tissues and whole blood. Decreased expression of MAEL in the brain was significantly associated (Bonferroni-adjusted p < 0.05) with hydrocephalus. PrediXcan analysis of brain imaging and genomics data in the independent UK Biobank (N = 8,428) revealed that MAEL expression in the frontal cortex is associated with white matter and total brain volumes. Among the top differentially expressed genes in brain, we observed a significant enrichment for gene-level associations with these structural phenotypes, suggesting an effect on disease risk through regulation of brain structure and integrity. We found additional support for these genes through analysis of the choroid plexus transcriptome of a murine model of hydrocephalus. Finally, differential protein expression analysis in patient cerebrospinal fluid recapitulated disease-associated expression changes in neurological tissues, but not in whole blood. Our findings provide convergent evidence highlighting the importance of tissue-specific pathways and mechanisms in the pathophysiology of hydrocephalus.
我们在十种神经组织和全血中进行了脑积水风险的 PrediXcan 分析。大脑中 MAEL 的表达减少与脑积水显著相关(Bonferroni 调整后的 p<0.05)。在独立的 UK Biobank 中对脑成像和基因组学数据进行的 PrediXcan 分析(N=8428)表明,大脑前额叶皮层的 MAEL 表达与白质和全脑体积有关。在大脑中差异表达的基因中,我们观察到与这些结构表型的基因水平关联的显著富集,表明通过调节大脑结构和完整性对疾病风险产生影响。我们通过分析脑积水小鼠模型的脉络丛转录组获得了对这些基因的额外支持。最后,对患者脑脊液的差异蛋白表达分析重现了神经组织中与疾病相关的表达变化,但在全血中没有。我们的研究结果提供了汇聚性证据,突出了脑积水病理生理学中组织特异性途径和机制的重要性。