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基于整合生物信息学分析的银屑病中趋化因子相关 microRNA 作为潜在生物标志物的鉴定。

Identification of Chemokines-Related miRNAs as Potential Biomarkers in Psoriasis Based on Integrated Bioinformatics Analysis.

机构信息

Department of Dermatology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, 200030, China.

Department of Dermatology, Shanghai Skin Disease Hospital, School of Medicine, Tongji University, Shanghai, 200040, China.

出版信息

Comb Chem High Throughput Screen. 2023;26(7):1400-1413. doi: 10.2174/1386207325666220819194249.

Abstract

BACKGROUND

Psoriasis is an immune-mediated skin disorder caused by the proliferation of keratinocytes. Although psoriasis is generally diagnosed based on clinical manifestations, sensitive biomarkers are needed to help diagnose psoriasis early with atypical presentations. MicroRNAs play a functional role in the development of psoriasis, and they are stable and suitable as biomarkers in psoriasis.

MATERIAL AND METHODS

The GSE50790 and GSE53552 datasets from the Gene Expression Omnibus (GEO) database were used to identify Differentially Expressed Genes (DEGs) between the control group and the lesional group. DEGs were processed for enrichment analysis to explore the functions, and a Protein-Protein Interaction (PPI) network was constructed to obtain gene clusters. The signalling pathway associated with gene cluster 1 was processed to further identify related genes. Hub genes were obtained through the intersection of cluster 1 and the related genes. Hub genes were used to predict the miRNAs through a gene-miRNA interaction network. The relative expression of miRNAs was measured by qRT-PCR to identify the suitability of miRNAs as biomarkers.

RESULTS

Bioinformatics analysis revealed that the chemokine signalling pathway is involved in the development of psoriasis. Five related miRNAs were mined from the datasets, and qRT-PCR showed that hsa-miR-612 (p=0.0015), hsa-miR-3194-5p (p=0.0078) and hsa-miR-4316 (p<0.0001) may be potential biomarkers in psoriasis.

摘要

背景

银屑病是一种由角质形成细胞增殖引起的免疫介导性皮肤疾病。虽然银屑病通常基于临床表现进行诊断,但需要敏感的生物标志物来帮助早期诊断表现不典型的银屑病。MicroRNAs 在银屑病的发生发展中发挥着重要的功能作用,并且作为生物标志物具有稳定性和适宜性。

材料与方法

从基因表达综合数据库(GEO)中使用 GSE50790 和 GSE53552 数据集来识别对照组和病变组之间的差异表达基因(DEGs)。对 DEGs 进行富集分析以探索其功能,并构建蛋白质-蛋白质相互作用(PPI)网络以获得基因簇。对与基因簇 1 相关的信号通路进行处理,以进一步鉴定相关基因。通过簇 1 和相关基因的交集获得枢纽基因。通过基因-miRNA 相互作用网络预测 miRNA。通过 qRT-PCR 测量 miRNA 的相对表达,以鉴定 miRNA 作为生物标志物的适宜性。

结果

生物信息学分析表明,趋化因子信号通路参与了银屑病的发生发展。从数据集中挖掘出 5 个相关 miRNA,qRT-PCR 显示 hsa-miR-612(p=0.0015)、hsa-miR-3194-5p(p=0.0078)和 hsa-miR-4316(p<0.0001)可能是银屑病的潜在生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f3fa/10234082/aca9bd446a5e/CCHTS-26-1400_F1.jpg

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