Identification of key apoptosis-related genes and immune infiltration in the pathogenesis of psoriasis.

IF 2.7 3区 生物学 Hereditas Pub Date : 2022-06-22 DOI:10.1186/s41065-022-00233-0
Ailing Zou, Qingtao Kong, Hong Sang
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引用次数: 2

Abstract

Background: Psoriasis is a condition in which skin cells build up and form itchy scales and dry patches. It is also considered a common lifelong disease with an unclear pathogenesis. Furthermore, an effective cure for psoriasis is still unavailable. Reductive apoptosis of keratinocytes and immune infiltration are common in psoriasis. This study aimed to explore underlying functions of key apoptosis-related genes and the characteristics of immune infiltration in psoriasis. We used GSE13355 and GSE30999 to screen differentially expressed apoptosis related genes (DEARGs) in our study. Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway, and gene set enrichment analysis (GSEA) were performed using clusterProfiler package. Protein-protein interaction (PPI) network was constructed to acquire key DEARGs. Transcription factor (TF)-target and miRNA-mRNA network analyses, drug sensitivity prediction, and immune infiltration were applied. Key DEARGs were validated using real-time quantitative PCR (RT-qPCR).

Results: We identified 482 and 32 DEARGs from GSE13355 and GSE30999, respectively. GO analysis showed that DEARGs were commonly enriched in cell chemotaxis, receptor ligand activity, and signaling receptor activator activity. KEGG pathway analysis indicated that viral protein interaction with cytokine and cytokine receptor was maximally enriched pathway. The GSEA analysis of GSE13355 and GSE30999 demonstrated a high consistency degree of enriched pathways. Thirteen key DEARGs with upregulation were obtained in the PPI network. Eleven key DEARGs were confirmed using RT-qPCR. Additionally, 5 TFs and 553 miRNAs were acquired, and three novel drugs were predicted. Moreover, Dendritic.cells.activated exhibited high levels of immune infiltration while Mast.cells.resting showed low levels of immune infiltration in psoriasis groups.

Conclusion: Results of this study may reveal some insights into the underlying molecular mechanism of psoriasis and provide novel targeted drugs.

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银屑病发病机制中关键细胞凋亡相关基因的鉴定与免疫浸润。
背景:牛皮癣是一种皮肤细胞堆积形成瘙痒鳞片和干斑的疾病。它也被认为是一种常见的终身疾病,发病机制尚不清楚。此外,牛皮癣的有效治疗方法仍然没有。角化细胞凋亡的减少和免疫浸润在银屑病中很常见。本研究旨在探讨银屑病细胞凋亡相关关键基因的潜在功能及免疫浸润的特点。在我们的研究中,我们使用GSE13355和GSE30999筛选差异表达的凋亡相关基因(DEARGs)。使用clusterProfiler软件包进行基因本体(GO)、京都基因与基因组百科全书(KEGG)途径和基因集富集分析(GSEA)。构建蛋白-蛋白相互作用(PPI)网络获取关键的DEARGs。应用转录因子(TF)靶点和miRNA-mRNA网络分析、药物敏感性预测和免疫浸润。采用实时定量PCR (RT-qPCR)验证关键degs。结果:从GSE13355和GSE30999中分别鉴定出482和32个DEARGs。氧化石墨烯分析表明,DEARGs通常在细胞趋化性、受体配体活性和信号受体激活剂活性方面富集。KEGG通路分析表明,病毒蛋白与细胞因子和细胞因子受体的相互作用是最富集的途径。GSE13355和GSE30999的GSEA分析显示富集通路的一致性很高。在PPI网络中获得了13个上调的关键degs。采用RT-qPCR方法确定了11个关键degs。此外,获得了5个tf和553个mirna,并预测了3种新药。此外,在银屑病组中,树突状细胞激活表现出高水平的免疫浸润,而肥大细胞静止表现出低水平的免疫浸润。结论:本研究结果可能揭示银屑病的潜在分子机制,并提供新的靶向药物。
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来源期刊
Hereditas
Hereditas Biochemistry, Genetics and Molecular Biology-Genetics
CiteScore
3.80
自引率
3.70%
发文量
0
期刊介绍: For almost a century, Hereditas has published original cutting-edge research and reviews. As the Official journal of the Mendelian Society of Lund, the journal welcomes research from across all areas of genetics and genomics. Topics of interest include human and medical genetics, animal and plant genetics, microbial genetics, agriculture and bioinformatics.
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