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通过挖掘 microRNA 表达数据集,研究双相情感障碍患者死后额皮质中的氧化还原调节途径。

Examining redox modulation pathways in the post-mortem frontal cortex in patients with bipolar disorder through data mining of microRNA expression datasets.

机构信息

Department of Pharmacology and Toxicology, University of Toronto, Room 4204, 1 King's College Circle, Toronto, ON, M5S 1A8, Canada; School of Medicine, Queen's University, 15 Arch Street, Kingston, ON, K7L 3L4, Canada.

Department of Pathology and Molecular Medicine, Queen's University, Queen's Richardson Lab Room 201E, 99 University Ave, Kingston, ON, K7L 3N6, Canada.

出版信息

J Psychiatr Res. 2018 Apr;99:39-49. doi: 10.1016/j.jpsychires.2018.01.011. Epub 2018 Jan 31.

Abstract

The etiology of redox (reduction and oxidation) alterations in bipolar disorder (BD) is largely unknown. To explore whether microRNAs targeting redox enzymes may have a role in BD, we examined 3 frontal cortex microRNA expression datasets (Perkins [2007], Vladimirov [2009], and Miller [2009]; N for BD = 30-36 per dataset, N for controls = 28-34 per dataset) from the Stanley Neuropathology Consortium. Each dataset was analyzed separately because they were generated using different high-throughput platforms. Following the selection of only redox modulator-targeting microRNAs, microRNAs in the top 10th percentile in feature selection could together discriminate BD and controls at a greater frequency than expected by chance in classification analysis. In pathway enrichment analysis of all three datasets, these classifying microRNAs targeted the cellular nitrogen compound metabolic process pathway, which includes redox enzymes of the mitochondrial electron transport chain and the glutathione system. To see if this pathway would still emerge as significant if all microRNAs (not just redox-targeting) were analyzed, all analyses were repeated with the complete set of microRNAs. Cellular nitrogen compound metabolic process pathway was enriched in all 3 datasets in this analysis as well, demonstrating that preselection of redox microRNAs was not a requirement to identify this pathway for the discrimination of BD and controls. While preliminary, our findings suggest that microRNAs that target redox enzymes in this pathway may be good candidates for the exploration of causative factors contributing to redox alterations in BD. Future studies validating these findings in a separate set of central and peripheral samples are warranted.

摘要

双相障碍(BD)中氧化还原(还原和氧化)改变的病因很大程度上是未知的。为了探索针对氧化还原酶的 microRNA 是否可能在 BD 中起作用,我们检查了来自斯坦利神经病理学联合会的 3 个前额皮质 microRNA 表达数据集(Perkins [2007]、Vladimirov [2009]和 Miller [2009];BD 的每个数据集的 N=30-36,每个数据集的对照 N=28-34)。由于它们是使用不同的高通量平台生成的,因此每个数据集都是单独分析的。在仅选择针对氧化还原调节剂的 microRNA 之后,在特征选择中处于前 10%的 microRNA 可以在分类分析中比随机预期更频繁地共同区分 BD 和对照。在对所有三个数据集的通路富集分析中,这些分类 microRNA 靶向细胞氮化合物代谢过程通路,该通路包括线粒体电子传递链和谷胱甘肽系统的氧化还原酶。为了确定如果分析所有 microRNA(不仅仅是针对氧化还原的 microRNA)是否仍然会出现该通路,我们使用完整的 microRNA 集重复了所有分析。在该分析中,细胞氮化合物代谢过程通路在所有 3 个数据集都被富集,表明对氧化还原 microRNA 的预选不是识别该通路以区分 BD 和对照的必要条件。尽管这只是初步的发现,但我们的研究结果表明,该通路中针对氧化还原酶的 microRNA 可能是探索导致 BD 中氧化还原改变的因果因素的良好候选者。有必要在一组单独的中枢和外周样本中验证这些发现。

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