Elucidation of molecular processes and biomarkers linked to the genetic variations driving the etiology of mood disorders

Hai Duc Nguyen , Giang Huong Vu , Woong-Ki Kim
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Abstract

Objectives

We aimed to identify the significant genetic variations and molecular mechanisms associated with the pathogenesis of mood disorders associated with genetic variants.

Methods

Genome-wide association studies (GWAS, ID: EFO_0003761), ClueGO plug-in, and GEO database were the main approaches.

Results

Ten biomarkers that are frequently related to mood disorders were identified across all studies. In terms of mood disorders, a collection of biomarkers has been found, with specific attention given to seven fundamental genetic variations. A comprehensive analysis revealed a total of five central biomarkers that exhibited a significant association with unipolar depression, with an additional five central biomarkers that demonstrated a significant association with mixed traits. Biomarkers that have been linked to an increased vulnerability to mood disorders have been found to disrupt many cellular processes in neuronal development, including cell morphogenesis, cell projection organization, and cell adhesion. The main signaling pathways associated with biomarkers that contribute to a reduced susceptibility to mood disorders encompass the activation of neuro projection morphogenesis, O-linked glycosylation, modulation of chemical synaptic transmission, and G-protein-coupled glutamate receptor activity. hsa-miR-3937, hsa-miR-4499, and hsa-miR-7106-5p exhibited the most significant downregulation in the GSE182194 dataset. A microRNA (hsa-miR-26b-5p) and transcription factors (zinc finger proteins) were found to have a pivotal role in the elucidation of genetic variations linked to mood disorders across different datasets (EFO_0003761, GSE101521, and GSE217811).

Conclusions

Our findings provide a foundational framework for prospective therapeutic approaches aimed at addressing mood disorders, specifically focusing on the genetic variants and pathways linked to this condition.

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阐明与情绪障碍病因基因变异有关的分子过程和生物标志物
方法主要采用全基因组关联研究(GWAS,ID:EFO_0003761)、CluueGO 插件和 GEO 数据库。在情绪障碍方面,发现了一系列生物标志物,其中特别关注七种基本遗传变异。综合分析显示,共有五种中心生物标志物与单相抑郁症有显著关联,另有五种中心生物标志物与混合特征有显著关联。研究发现,与情绪障碍易感性增加有关的生物标志物会破坏神经元发育过程中的许多细胞过程,包括细胞形态发生、细胞投射组织和细胞粘附。在 GSE182194 数据集中,hsa-miR-3937、hsa-miR-4499 和 hsa-miR-7106-5p 的下调最为显著。在不同的数据集(EFO_0003761、GSE101521 和 GSE217811)中,我们发现一种微RNA(hsa-miR-26b-5p)和转录因子(锌指蛋白)在阐明与情绪障碍相关的基因变异中起着关键作用。
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