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基于大鼠模型差异表达的神经性疼痛潜在关键基因分析

Analysis of Potential Hub Genes for Neuropathic Pain Based on Differential Expression in Rat Models.

作者信息

Bai Jie, Geng Bin, Wang Xingwen, Wang Shenghong, Xia Yayi

机构信息

Department of Anesthesiology, Lanzhou University Second Hospital, Lanzhou, Gansu, China.

Orthopedics Key Laboratory of Gansu Province, Lanzhou, Gansu, China.

出版信息

Pain Res Manag. 2022 Mar 3;2022:6571987. doi: 10.1155/2022/6571987. eCollection 2022.

Abstract

OBJECTIVE

Neuropathic pain (NP) is a type of intractable chronic pain with complicated etiology. The exact molecular mechanism underlying NP remains unclear. In this study, we searched for molecular biomarkers of NP.

METHODS

Differentially expressed genes (DEGs) were predicted by analyzing three NP-related microarray datasets in Gene Expression Omnibus with robust rank aggregation. A weighted gene coexpression network analysis was conducted to construct a network of differentially expressed genes, followed by the evaluation of correlations between gene sets and the determination of hub genes. The candidate genes from the key module were identified using a gene set enrichment analysis.

RESULTS

In total, 353 upregulated and 383 downregulated genes were obtained, among which five hub genes were determined to be related to pain phenotypes. Reverse transcription-quantitative polymerase chain reaction was performed to verify the expression of these hub genes in the dorsal root ganglia of rats with spared nerve injury, which revealed the decreased expression of EMC4. Hence, EMC4 was defined as a biomarker for NP development.

CONCLUSIONS

The results of this study form a basis for further research into the mechanism of NP development and are expected to aid in the development of novel therapeutic strategies.

摘要

目的

神经性疼痛(NP)是一种病因复杂的顽固性慢性疼痛。NP潜在的确切分子机制仍不清楚。在本研究中,我们寻找NP的分子生物标志物。

方法

通过使用稳健秩聚合分析基因表达综合数据库中三个与NP相关的微阵列数据集来预测差异表达基因(DEG)。进行加权基因共表达网络分析以构建差异表达基因网络,随后评估基因集之间的相关性并确定枢纽基因。使用基因集富集分析鉴定关键模块中的候选基因。

结果

共获得353个上调基因和383个下调基因,其中确定有5个枢纽基因与疼痛表型相关。进行逆转录定量聚合酶链反应以验证这些枢纽基因在 spared nerve injury大鼠背根神经节中的表达,结果显示EMC4表达降低。因此,EMC4被定义为NP发生发展的生物标志物。

结论

本研究结果为进一步研究NP发生发展机制奠定了基础,有望有助于开发新的治疗策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f4c6/8913144/00d8b949bb02/PRM2022-6571987.001.jpg

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