An In Silico and In vitro Study Examining the Links between T-Cells, MicroRNA, and mRNA Targets/Pathways Associated with Immune-Related Pathogenesis in Acquired Aplastic Anemia.

IF 2.2
Bhuvnesh Rai, Ghazala Sabereen, Pragati Saxena, Jyotika Srivastava, Ruchi Gupta, Chandra Prakash Chaturvedi
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Abstract

Introduction: MicroRNA and mRNA profiling of T cells from Acquired Aplastic Anaemia (AA) patients using both in-silico and in-vitro methods identified molecular changes, including altered immune-regulatory gene expression, linked to T-cell dysregulation and AA pathobiology.

Methods: MicroRNA (GSE82095) and mRNA (GSE3807) profiles of T cells were obtained from patients with aplastic anaemia and controls using the GEO database. Differential expression was analyzed using GEO2R and TAC 4.0, selecting miRNAs and mRNAs with fold change >2 and an adjusted p-value <0.05. Enrichment analysis of significant miRNAs was conducted via miEAA2.0, while their gene targets were predicted using miRNet and validated with MiRTarBase, TargetScan, miRanda, and MiRDB. Functional enrichment of these targets was assessed using GSEA (FDR < 0.25). This workflow enabled a thorough evaluation of miRNA-mRNA interactions in AA.

Result: The T-cell dataset identified 41 miRNAs and 944 mRNA targets that were significantly altered in Aplastic Anemia (AA) cases versus controls (P<0.05). Venn diagram analysis showed all 944 differentially expressed genes overlapped with the 8305 possible mRNA targets of T-cell miRNAs, which were then used for GSEA to identify enriched gene ontology and pathways. Twenty top mRNA targets underwent further PPI network and hub gene analysis, highlighting 10 key pathways, including Interleukin-13, PI3K-Akt, IFN gamma, MAPK, hematopoietic lineage, mTOR, Interleukin- 4/13, TGF-beta, haemostasis, and cytokine receptor interaction. Network analysis identified 10 hub genes (e.g., EP300, CREBBP, CEBPB, CEBPA, FOS, NCOA3, ESR1, RUNX1, PPARG, and NCOR1) and common transcription factors (e.g., EP300, CREBBP, CEBPB, RUNX1, etc.). GSEA and DAVID analyses indicate these genes and pathways are closely involved in the immune pathogenesis of acquired AA.

Discussion: This study of miRNA and mRNA expression in T cells from acquired aplastic anemia patients shows significant molecular changes linked to immune dysregulation. Key miRNAs, hub genes, and pathways like IL-13, PI3K-Akt, and NOTCH may play a role in AA pathobiology. Analysis of protein interactions and transcription factors identified further regulatory nodes involved in abnormal immune responses. These findings reveal miRNA-mRNA networks in acquired aplastic anaemia and propose them as potential biomarkers or therapeutic targets, pending further experimental validation of their clinical significance.

Conclusion: Computational analysis shows that miRNAs regulate key T-cell mRNA and signalling pathways in AA patients. Following experimental validation, these microRNA-target interactions could be explored for potential diagnostic or therapeutic roles in AA.

获得性再生障碍性贫血免疫相关发病机制中t细胞、MicroRNA和mRNA靶点/途径之间联系的计算机和体外研究
利用计算机和体外方法对获得性再生障碍性贫血(AA)患者的T细胞进行MicroRNA和mRNA分析,鉴定出与T细胞失调和AA病理生物学相关的分子变化,包括免疫调节基因表达的改变。方法:使用GEO数据库获取再生障碍性贫血患者和对照组的T细胞MicroRNA (GSE82095)和mRNA (GSE3807)谱。使用GEO2R和TAC 4.0分析差异表达,选择具有>2倍变化和调整p值的miRNA和mRNA。结果:T细胞数据集鉴定出41个miRNA和944个mRNA靶点在再生障碍性贫血(AA)病例中与对照组相比显着改变(PDiscussion:这项研究获得性再生障碍性贫血患者T细胞中miRNA和mRNA表达显示出与免疫失调相关的显着分子变化。关键mirna、枢纽基因和通路如IL-13、PI3K-Akt和NOTCH可能在AA的病理生物学中发挥作用。分析蛋白质相互作用和转录因子确定了参与异常免疫反应的进一步调节节点。这些发现揭示了获得性再生障碍性贫血中的miRNA-mRNA网络,并提出它们作为潜在的生物标志物或治疗靶点,有待进一步的实验验证其临床意义。结论:计算分析表明,在AA患者中,miRNAs调节关键t细胞mRNA和信号通路。经过实验验证,这些microrna -靶标相互作用可以在AA中探索潜在的诊断或治疗作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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