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椎间盘退变中主要 ceRNA 调控和关键代谢特征分析。

Major ceRNA regulation and key metabolic signature analysis of intervertebral disc degeneration.

机构信息

Department of Orthopedics, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, China.

出版信息

BMC Musculoskelet Disord. 2021 Mar 6;22(1):249. doi: 10.1186/s12891-021-04109-8.

Abstract

BACKGROUND AND OBJECTIVE

Intervertebral disc degeneration (IDD) is a complex multifactorial and irreversible pathological process. In IDD, multiple competing endogenous RNAs (ceRNA, including mRNA, lncRNA, and pseudogenes) can compete to bind with miRNAs. However, the potential metabolic signatures in nucleus pulposus (NP) cells remain poorly understood. This study investigated key metabolic genes and the ceRNA regulatory mechanisms in the pathogenesis of IDD based on microarray datasets.

METHODS

We retrieved and downloaded four independent IDD microarray datasets from the Gene Expression Omnibus. Combining the predicted interactions from online databases (miRcode, miRDB, miRTarBase, and TargetScan), differentially expressed lncRNAs (DElncRNAs), miRNAs (DEmiRNAs), and mRNAs (DEmRNAs) were identified. A ceRNA network was constructed and annotated using GO and KEGG pathway enrichment analyses. Moreover, we searched the online metabolic gene set and used support vector machine (SVM) to find the critical metabolic DEmRNA(s) and other DERNAs. Differential gene expression was validated with a merged dataset.

RESULTS

A total of 45 DEmRNAs, 36 DElncRNAs, and only one DEmiRNA (miR-338-3p) were identified in the IDD microarray datasets. GO and KEGG pathway enrichment analyses revealed that the DEmRNAs were predominantly enriched in the PI3K-Akt signaling pathway, MAPK signaling pathway, IL-17 signaling pathway, apoptosis, and cellular response to oxidative stress. Based on SVM screening, 6-phosphofructo-2-kinase/fructose-2,6-bisphosphatase (PFK/FBPase) 2 is the critical metabolic gene with lower expression in IDD, and AC063977.6 is the key lncRNA with lower expression in IDD. The ceRNA hypothesis suggests that AC063977.6, miR-338-3p (high expression), and PFKFB2 are dysregulated as an axis in IDD.

CONCLUSIONS

The results suggest that lncRNA AC063977.6 correlate with PFKFB2, the vital metabolic signature gene, via targeting miR-338-3p during IDD pathogenesis. The current study may shed light on unraveling the pathogenesis of IDD.

摘要

背景与目的

椎间盘退变(IDD)是一种复杂的多因素和不可逆转的病理过程。在 IDD 中,多种竞争的内源性 RNA(ceRNA,包括 mRNA、lncRNA 和假基因)可以竞争与 miRNAs 结合。然而,核髓(NP)细胞中的潜在代谢特征仍知之甚少。本研究基于微阵列数据集,探讨 IDD 发病机制中的关键代谢基因和 ceRNA 调控机制。

方法

我们从基因表达综合数据库中检索并下载了四个独立的 IDD 微阵列数据集。结合在线数据库(miRcode、miRDB、miRTarBase 和 TargetScan)预测的相互作用,鉴定出差异表达的 lncRNA(DElncRNA)、miRNA(DEmiRNA)和 mRNA(DEmRNA)。利用 GO 和 KEGG 通路富集分析构建并注释 ceRNA 网络。此外,我们搜索了在线代谢基因集,并使用支持向量机(SVM)寻找关键的代谢 DEmRNA(s)和其他 DERNAs。使用合并数据集验证差异基因表达。

结果

在 IDD 微阵列数据集中共鉴定出 45 个 DEmRNA、36 个 DElncRNA 和仅 1 个 DEmiRNA(miR-338-3p)。GO 和 KEGG 通路富集分析显示,DEmRNA 主要富集在 PI3K-Akt 信号通路、MAPK 信号通路、IL-17 信号通路、细胞凋亡和细胞对氧化应激的反应中。基于 SVM 筛选,6-磷酸果糖-2-激酶/果糖-2,6-二磷酸酶(PFK/FBPase)2 是 IDD 中表达较低的关键代谢基因,AC063977.6 是 IDD 中表达较低的关键 lncRNA。ceRNA 假说表明,AC063977.6、miR-338-3p(高表达)和 PFKFB2 作为一个轴在 IDD 中失调。

结论

结果表明,lncRNA AC063977.6 通过靶向 miR-338-3p 与 IDD 发病过程中的关键代谢特征基因 PFKFB2 相关。本研究可能为揭示 IDD 的发病机制提供线索。

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