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GWAS 所涉及的新功能变异可能会导致重度抑郁症、双相情感障碍和精神分裂症的风险增加。

Novel functional variants at the GWAS-implicated loci might confer risk to major depressive disorder, bipolar affective disorder and schizophrenia.

机构信息

The Federal Research Center Institute of Cytology and Genetics, The Siberian Branch of the Russian Academy of Science, 10 Lavrentyeva Prospekt, Novosibirsk, Russian Federation, 630090.

The Novosibirsk State University, 1 Pirogova st., Novosibirsk, Russian Federation, 630090.

出版信息

BMC Neurosci. 2018 Apr 19;19(Suppl 1):22. doi: 10.1186/s12868-018-0414-3.

Abstract

BACKGROUND

A challenge of understanding the mechanisms underlying cognition including neurodevelopmental and neuropsychiatric disorders is mainly given by the potential severity of cognitive disorders for the quality of life and their prevalence. However, the field has been focused predominantly on protein coding variation until recently. Given the importance of tightly controlled gene expression for normal brain function, the goal of the study was to assess the functional variation including non-coding variation in human genome that is likely to play an important role in cognitive functions. To this end, we organized and utilized available genome-wide datasets from genomic, transcriptomic and association studies into a comprehensive data corpus. We focused on genomic regions that are enriched in regulatory activity-overlapping transcriptional factor binding regions and repurpose our data collection especially for identification of the regulatory SNPs (rSNPs) that showed associations both with allele-specific binding and allele-specific expression. We matched these rSNPs to the nearby and distant targeted genes and then selected the variants that could implicate the etiology of cognitive disorders according to Genome-Wide Association Studies (GWAS). Next, we use DeSeq 2.0 package to test the differences in the expression of the certain targeted genes between the controls and the patients that were diagnosed bipolar affective disorder and schizophrenia. Finally, we assess the potential biological role for identified drivers of cognition using DAVID and GeneMANIA.

RESULTS

As a result, we selected fourteen regulatory SNPs locating within the loci, implicated from GWAS for cognitive disorders with six of the variants unreported previously. Grouping of the targeted genes according to biological functions revealed the involvement of processes such as 'posttranscriptional regulation of gene expression', 'neuron differentiation', 'neuron projection development', 'regulation of cell cycle process' and 'protein catabolic processes'. We identified four rSNP-targeted genes that showed differential expression between patient and control groups depending on brain region: NRAS-in schizophrenia cohort, CDC25B, DDX21 and NUCKS1-in bipolar disorder cohort.

CONCLUSIONS

Overall, our findings are likely to provide the keys for unraveling the mechanisms that underlie cognitive functions including major depressive disorder, bipolar disorder and schizophrenia etiopathogenesis.

摘要

背景

理解认知的机制,包括神经发育和神经精神障碍,是一个挑战,主要是因为认知障碍的严重程度会影响生活质量,且其发病率较高。然而,直到最近,该领域的研究重点主要还是在蛋白质编码变异上。鉴于正常大脑功能对基因表达的严格控制的重要性,该研究的目标是评估人类基因组中可能在认知功能中发挥重要作用的功能变异,包括非编码变异。为此,我们组织并利用了来自基因组、转录组和关联研究的可用全基因组数据集,构建了一个综合数据资料库。我们专注于富含调控活性的基因组区域——重叠转录因子结合区域,并重新利用我们的数据集,专门用于鉴定与等位基因特异性结合和等位基因特异性表达都相关的调控 SNP(rSNP)。我们将这些 rSNP 与附近和较远的靶向基因相匹配,然后根据全基因组关联研究(GWAS)选择那些可能与认知障碍病因相关的变体。接下来,我们使用 DeSeq 2.0 软件包来测试在被诊断为双相情感障碍和精神分裂症的患者和对照组之间,某些靶向基因的表达是否存在差异。最后,我们使用 DAVID 和 GeneMANIA 评估鉴定出的认知功能驱动因素的潜在生物学作用。

结果

我们选择了 14 个位于与认知障碍相关的 GWAS 位点内的调控 SNP,其中 6 个变体之前没有报道过。根据生物学功能对靶向基因进行分组,揭示了涉及“基因表达的转录后调控”、“神经元分化”、“神经元投射发育”、“细胞周期过程的调节”和“蛋白质分解代谢过程”等过程。我们鉴定了 4 个 rSNP 靶向基因,这些基因在患者和对照组之间的脑区表达存在差异:NRAS 在精神分裂症队列中,CDC25B、DDX21 和 NUCKS1 在双相情感障碍队列中。

结论

总的来说,我们的研究结果可能为解开认知功能的机制提供关键线索,包括重度抑郁症、双相情感障碍和精神分裂症的发病机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dccf/5998904/467fd195f032/12868_2018_414_Fig1_HTML.jpg

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