识别杜兴氏肌肉萎缩症的枢纽基因和失调通路。

IF 1.7 4区 医学 Q4 NEUROSCIENCES
International Journal of Neuroscience Pub Date : 2025-04-01 Epub Date: 2024-01-17 DOI:10.1080/00207454.2024.2302551
Jianzeng Xin, Sheng Liu
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引用次数: 0

摘要

尽管在阐明杜兴氏肌营养不良症(DMD)的发病机制方面取得了进展,但要详细揭示与DMD相关的细胞和分子机制以开发有效的治疗方法,仍有大量工作要做。为了确定 DMD 进展过程中的枢纽基因和失调通路,我们从基因表达总库(Gene Expression Omnibus,GEO)下载了 GSE13608、GSE38417 和 GSE109178 mRNA 微阵列数据集。获得了 DMD 与正常组织之间的差异表达基因(DEGs),并进行了功能富集分析。对蛋白质-蛋白质相互作用网络(PPI)进行了网络分析。使用 STRING 和 Cytoscape 分析模块并筛选枢纽基因。共鉴定出 519 个 DEGs,包括 393 个上调基因和 126 个下调基因。DEGs富集的功能和通路主要涉及细胞外基质组织、胶原纤维组织、干扰素-γ介导的信号通路、肌肉收缩、内质网腔、MHC II类受体活性、吞噬细胞、移植物抗宿主疾病、心肌细胞、钙信号通路等。发现了 12 个中枢基因,生物过程分析证明这些基因主要富集在细胞周期、细胞分裂中。利用 qRT-PCR 技术确认了已发现的中心基因在 mdx 小鼠中的表达。结果表明,CD44、ECT2、TYMS、MAGEL2、HLA-DMA、SERPINH1、TNNT2 在 mdx 小鼠中的表达增加,同时还观察到 ASB2 和 LEPREL1 的下调。总之,目前研究中发现的 DEGs 和枢纽基因有助于我们探索 DMD 发病和进展的分子机制,并为 DMD 的诊断和治疗提供候选靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identifying hub genes and dysregulated pathways in Duchenne muscular dystrophy.

Purpose: The aim of this study was to identify the hub genes and dysregulated pathways in the progression of duchenne muscular dystrophy (DMD) and to unveil detailedly the cellular and molecular mechanisms associated with DMD for developing efficacious treatments in the future.

Material and methods: Three mRNA microarray datasets (GSE13608, GSE38417 and GSE109178) were downloaded from Gene Expression Omnibus (GEO). The differentially expressed genes (DEGs) between DMD and normal tissues were obtained via R package. Function enrichment analyses were implemented respectively using DAVID online database. The network analysis of protein-protein interaction network (PPI) was conducted using String. Cytoscape and String were used to analyse modules and screen hub genes. The expression of the identified hub genes was confirmed in mdx mice through using qRT-PCR.

Results: In total, 519 DEGs were identified, consisting of 393 upregulated genes and 126 downregulated genes. The enriched functions and pathways of the DEGs mainly involve extracellular matrix organization, collagen fibril organization, interferon-gamma-mediated signaling pathway, muscle contraction, endoplasmic reticulum lumen, MHC class II receptor activity, phagosome, graft-versus-host disease, cardiomyocytes, calcium signaling pathway. Twelve hub genes were discovered and biological process analysis proved that these genes were mainly enriched cell cycle, cell division. The result of qRT-PCR suggested that increase in expression of CD44, ECT2, TYMS, MAGEL2, HLA-DMA, SERPINH1, TNNT2 was confirmed in mdx mice and the downregulation of ASB2 and LEPREL1 was also observed.

Conclusion: In conclusion, DEGs and hub genes identified in the current research help us probe the molecular mechanisms underlying the pathogenesis and progression of DMD, and provide candidate targets for diagnosis and treatment of DMD.

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来源期刊
CiteScore
5.10
自引率
0.00%
发文量
132
审稿时长
2 months
期刊介绍: The International Journal of Neuroscience publishes original research articles, reviews, brief scientific reports, case studies, letters to the editor and book reviews concerned with problems of the nervous system and related clinical studies, epidemiology, neuropathology, medical and surgical treatment options and outcomes, neuropsychology and other topics related to the research and care of persons with neurologic disorders.  The focus of the journal is clinical and transitional research. Topics covered include but are not limited to: ALS, ataxia, autism, brain tumors, child neurology, demyelinating diseases, epilepsy, genetics, headache, lysosomal storage disease, mitochondrial dysfunction, movement disorders, multiple sclerosis, myopathy, neurodegenerative diseases, neuromuscular disorders, neuropharmacology, neuropsychiatry, neuropsychology, pain, sleep disorders, stroke, and other areas related to the neurosciences.
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