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通过整合生物信息学分析探讨急性胰腺炎和 Epstein-Barr 病毒感染之间共享的 miRNA-mRNA 网络。

Exploration of a miRNA-mRNA network shared between acute pancreatitis and Epstein-Barr virus infection by integrated bioinformatics analysis.

机构信息

Department of Infectious Disease, The Nantong First People's Hospital and The Affiliated Hospital 2 of Nantong University, Nantong, China.

MOE Engineering Center of Hematological Disease, Soochow University, Suzhou, China.

出版信息

PLoS One. 2024 Nov 15;19(11):e0311130. doi: 10.1371/journal.pone.0311130. eCollection 2024.

Abstract

Acute pancreatitis (AP) stands out as a primary cause of hospitalization within gastrointestinal ailments, attributed to diverse factors, including Epstein-Barr virus (EBV) infection. Nevertheless, the common miRNAs and genes shared between AP and EBV infection remain unclear. In the present study, four datasets GSE194331, GSE42455, GSE45918 and GSE109220 were selected and downloaded from the Gene Expression Omnibus (GEO) database. Differential expression analysis was performed to screen for differentially expressed genes (DEGs) and differentially expressed miRNAs (DEMs). Target genes of overlapping DEMs were predicted, and intersections with overlapping DEGs were used to construct a miRNA-mRNA network. In addition, the enrichment analysis, drug prediction, diagnostic accuracy assessment, competitive endogenous RNA (ceRNA) network construction, transcription factor (TF)-miRNA-mRNA network construction, and immune cell infiltration analysis were also carried out. We found a total of 111 genes and 8 miRNAs shared between AP and EBV infection. A miRNA-mRNA network was constructed, which comprised 5 miRNAs and 10 genes exhibiting robust diagnostic performance. Histone deacetylase (HDAC) inhibitor was identified as a novel therapeutic intervention from drug prediction analysis. The results of immune cell infiltration analysis revealed that a consistent and significant difference could be found on activated B cell in AP and EBV-infected individuals in comparison to the controls. Taken together, our work, for the first time, revealed a miRNA-mRNA network shared between AP and EBV infection, thereby enriching a deeper comprehension of the intricate molecular mechanisms and potential therapeutic targets entwined in these two pathological conditions.

摘要

急性胰腺炎 (AP) 是胃肠道疾病住院的主要原因之一,其病因包括 Epstein-Barr 病毒 (EBV) 感染等多种因素。然而,AP 和 EBV 感染之间共同的微小 RNA (miRNA) 和基因尚不清楚。本研究从基因表达综合数据库 (GEO) 中选择并下载了四个数据集 GSE194331、GSE42455、GSE45918 和 GSE109220。通过差异表达分析筛选差异表达基因 (DEG) 和差异表达 miRNA (DEM)。预测重叠 DEM 的靶基因,并与重叠 DEG 进行交集,构建 miRNA-mRNA 网络。此外,还进行了富集分析、药物预测、诊断准确性评估、竞争性内源 RNA (ceRNA) 网络构建、转录因子 (TF)-miRNA-mRNA 网络构建和免疫细胞浸润分析。我们发现 AP 和 EBV 感染之间共有 111 个基因和 8 个 miRNA。构建了一个 miRNA-mRNA 网络,其中包含 5 个 miRNA 和 10 个具有稳健诊断性能的基因。从药物预测分析中发现组蛋白去乙酰化酶 (HDAC) 抑制剂是一种新的治疗干预措施。免疫细胞浸润分析的结果表明,与对照组相比,AP 和 EBV 感染个体的激活 B 细胞存在一致且显著的差异。综上所述,我们的工作首次揭示了 AP 和 EBV 感染之间的 miRNA-mRNA 网络,从而丰富了对这两种病理状态下复杂分子机制和潜在治疗靶点的深入理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7c54/11567522/c69f9ae09654/pone.0311130.g002.jpg

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