Identification of autophagy-related genes in neuropathic pain through bioinformatic analysis.

IF 2.7 3区 生物学 Hereditas Pub Date : 2023-03-01 DOI:10.1186/s41065-023-00269-w
Sheng Tian, Lanxiang Wu, Heqing Zheng, Xianhui Zhong, Xinping Yu, Wei Wu
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引用次数: 0

Abstract

Background: Neuropathic pain (NP) is one of the most common types of chronic pain and significantly compromises the quality of life. Autophagy is an intracellular catabolic process that is required to maintain cellular homeostasis in response to various stresses. The role of autophagy-related genes in the diagnosis and treatment of neuropathic pain remains unclear.

Methods: We identified autophagy-related differentially expressed genes (ARDEGs) and differentially expressed miRNAs (DE-miRNAs) in neuropathic pain by bioinformatics analysis of the GSE145226 and GSE145199 datasets. These ARDEGs and their co-expressed genes were subjected to Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis, Gene Set Enrichment Analysis (GSEA) and friends analysis. Meanwhile, we constructed TFs-ARDEGs, miRNA-ARDEGs regulatory network through ChIPBase database and the HTFtarget database, multiMir R package. Finally, we performed immune infiltration analysis of ARDEGs by Single Sample Gene Set Enrichment Analysis (ssGSEA).

Results: We identified 2 potential autophagy-related differentially expressed genes (Sirt2 and ST7) that may be closely associated with the pathogenesis of neuropathic pain. GO, KEGG and GSEA analysis revealed that these two ARDEGs were mainly enriched in pyridine nucleotide metabolic process, nicotinamide nucleotide metabolic process, Nicotinate and nicotinamide metabolism, NF-κB pathway, KRAS signaling, P53 pathway. In the TFs-ARDEGs and miRNA-ARDEGs regulatory network, miR-140-5p and Cebpb were predicted to be as crucial regulators in the progression of NP. For the ssGSEA results, Sirt2 was positively correlated with Eosinophil and Effector memory CD8+ T cell infiltration, which suggested that it may be involved in the regulation of neuroimmune-related signaling.

Conclusion: Two autophagy-related differentially expressed genes, especially Sirt2, may be potential biomarkers for NP, providing more evidence about the crucial role of autophagy in neuropathic pain.

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通过生物信息学分析鉴定神经性疼痛中自噬相关基因。
背景:神经性疼痛(NP)是最常见的慢性疼痛类型之一,严重影响生活质量。自噬是一种细胞内分解代谢过程,是维持细胞稳态以应对各种应激所必需的。自噬相关基因在神经性疼痛的诊断和治疗中的作用尚不清楚。方法:通过对GSE145226和GSE145199数据集的生物信息学分析,鉴定神经性疼痛中自噬相关差异表达基因(ARDEGs)和差异表达miRNAs (DE-miRNAs)。对这些ARDEGs及其共表达基因进行基因本体(GO)富集分析、京都基因与基因组百科全书(KEGG)富集分析、基因集富集分析(GSEA)和friend分析。同时,我们通过ChIPBase数据库和HTFtarget数据库、multiMir R包构建了TFs-ARDEGs、miRNA-ARDEGs调控网络。最后,通过单样本基因集富集分析(ssGSEA)对ARDEGs进行免疫浸润分析。结果:我们发现了两个潜在的自噬相关差异表达基因(Sirt2和ST7),它们可能与神经性疼痛的发病机制密切相关。GO、KEGG和GSEA分析显示,这两种ARDEGs主要富集于吡啶核苷酸代谢过程、烟酰胺核苷酸代谢过程、烟酸和烟酰胺代谢、NF-κB通路、KRAS信号通路、P53通路。在TFs-ARDEGs和miRNA-ARDEGs调控网络中,miR-140-5p和Cebpb被预测为NP进展中的关键调控因子。ssGSEA结果显示Sirt2与嗜酸性粒细胞和效应记忆CD8+ T细胞浸润呈正相关,提示其可能参与神经免疫相关信号的调节。结论:两个与自噬相关的差异表达基因,尤其是Sirt2,可能是NP的潜在生物标志物,为自噬在神经性疼痛中的重要作用提供了更多证据。
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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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