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Whole-transcriptome brain expression and exon-usage profiling in major depression and suicide: evidence for altered glial endothelial and ATPase activity

机译:全转录组脑表达和重度抑郁和自杀的外显子使用谱:胶质内皮和ATPase活性改变的证据

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摘要

Brain gene expression profiling studies of suicide and depression using oligonucleotide microarrays have often failed to distinguish these two phenotypes. Moreover, next generation sequencing (NGS) approaches are more accurate in quantifying gene expression and can detect alternative splicing. Using RNA-seq, we examined whole-exome gene and exon expression in non-psychiatric controls (CON, N=29), DSM-IV major depressive disorder suicides (MDD-S, N=21) and MDD non-suicides (MDD, N=9) in dorsal lateral prefrontal cortex (Brodmann Area 9) of sudden-death medication-free individuals postmortem. Using small RNA-seq, we also examined miRNA expression (9 samples per group). DeSeq2 identified thirty-five genes differentially expressed between groups and surviving adjustment for false discovery rate (adjusted p<0.1). In depression, altered genes include humanin like-8 (MTRNRL8), interleukin-8 (IL8), and serpin peptidase inhibitor, clade H (SERPINH1) and chemokine ligand 4 (CCL4), while exploratory gene ontology (GO) analyses revealed lower expression of immune-related pathways such as chemokine receptor activity, chemotaxis and cytokine biosynthesis, and angiogenesis and vascular development in (adjusted p<0.1). Hypothesis-driven GO analysis suggests lower expression of genes involved in oligodendrocyte differentiation, regulation of glutamatergic neurotransmission, and oxytocin receptor expression in both suicide and depression, and provisional evidence for altered DNA-dependent ATPase expression in suicide only. DEXSEq analysis identified differential exon usage in ATPase, class II, type 9B (adjusted p<0.1) in depression. Differences in miRNA expression or structural gene variants were not detected. Results lend further support for models in which deficits in microglial, endothelial (blood-brain barrier), ATPase activity and astrocytic cell functions contribute to MDD and suicide, and identify putative pathways and mechanisms for further study in these disorders.
机译:使用寡核苷酸微阵列进行的自杀和抑郁症的脑基因表达谱研究常常无法区分这两种表型。而且,下一代测序(NGS)方法在定量基因表达方面更准确,并且可以检测其他剪接。使用RNA-seq,我们检查了非精神病对照者(CON,N = 29),DSM-IV重度抑郁症自杀者(MDD-S,N = 21)和MDD非自杀者(MDD)的全外显子基因和外显子表达(N = 9)于死后无药物死亡者的后外侧前额叶皮层(Brodmann Area 9)。使用小RNA-seq,我们还检查了miRNA的表达(每组9个样品)。 DeSeq2鉴定了35个在组之间差异表达的基因,并且仍然存在针对错误发现率的调整(调整后的p <0.1)。在抑郁症中,改变的基因包括人类素样8(MTRNRL8),白介素8(IL8)和丝氨酸蛋白酶抑制剂肽酶抑制剂,进化枝H(SERPINH1)和趋化因子配体4(CCL4),而探索性基因本体论(GO)分析显示表达降低免疫相关途径如趋化因子受体活性,趋化性和细胞因子的生物合成,以及血管生成和血管发育的变化(校正后的p <0.1)。假设驱动的GO分析表明,参与少突胶质细胞分化,谷氨酸能神经传递的调节以及自杀和抑郁症中催产素受体表达的基因表达较低,并且仅证据表明自杀中DNA依赖性ATPase表达改变。 DEXSEq分析确定了抑郁症中IIB类9B型ATPase(调整后的p <0.1)中外显子用法的差异。未检测到miRNA表达或结构基因变异的差异。结果进一步支持了其中小胶质细胞,内皮(血脑屏障),ATPase活性和星形细胞功能缺失导致MDD和自杀的模型,并确定了在这些疾病中进一步研究的假定途径和机制。

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