| Literature DB >> 34178027 |
Yongjin Li1,2,3, Xuke Wang2,4, Haiwei Xu2, Guowang Li1,2,3, Zhenxin Huo1,2,3, Lilong Du1,2,3, Kaihui Zhang1,2,3, Li Shen1,2,3, Hao Li1,2,3, Baoshan Xu1,2,3.
Abstract
The functional alteration of nucleus pulposus cells (NPCs) exerts a crucial role in the occurrence and progression of intervertebral disk degeneration (IDD). Circular RNAs and microRNAs (miRs) are critical regulators of NPC metabolic processes such as growth and apoptosis. In this study, bioinformatics tools, encompassing Gene Ontology pathway and Venn diagrams analysis, and protein-protein interaction (PPI) network construction were used to identify functional molecules related to IDD. PPI network unveiled that ESR1 was one of the most critical genes in IDD. Then, a key IDD-related circ_0040039-miR-874-3p-ESR1 interaction network was predicted and constructed. Circ_0040039 promoted miR-874-3p and repressed ESR1 expression, and miR-874-3p repressed ESR1 expression in NPCs, suggesting ESR1 might be a direct target of miR-874-3p. Functionally, circ_0040039 could enhance NPC apoptosis and inhibit NPC growth, revealing that circ_0040039 might aggravate IDD by stabilizing miR-874-3p and further upregulating the miR-874-3p-ESR1 pathway. This signaling pathway might provide a novel therapeutic strategy and targets for the diagnosis and therapy of IDD-related diseases.Entities:
Keywords: ESR1; apoptosis; circular RNA; intervertebral disk degeneration; miR-874-3p
Year: 2021 PMID: 34178027 PMCID: PMC8226233 DOI: 10.3389/fgene.2021.656759
Source DB: PubMed Journal: Front Genet ISSN: 1664-8021 Impact factor: 4.599
Basic information of the microarray datasets.
| GSE67566 | GPL19978 | 5/5 | circRNA | Lan PH | |
| GSE63492 | GPL19449 | 5/5 | miRNA | Lan PH | |
| GSE116726 | GPL20712 | 3/3 | miRNA | Ji ML | |
| GSE56081 | GPL15314 | 5/5 | mRNA | Wan ZY |
FIGURE 1ESR1 was identified as one of the most critical genes in IDD. (A) PPI network showing IDD-related miRNA target genes. The line between the circle nodes indicates the interaction between the two genes. Red indicates the most key hub genes; the depth of the color is related to the association of other genes in the PPI network. (B) Top 10 genes in the PPI network ranked by the maximal clique centrality method, of which ESR1 ranked the highest. (C) Other genes regulated by ESR1 were predicted and visualized using the SangerBox tool. (D) Kyoto Encyclopedia of Genes and Genomes analysis of estrogen signaling pathway displayed that ESR1 might be involved in regulating various pathways.
FIGURE 2MiR-874-3p was predicted to be the upstream miRNA of ESR1. (A) Upstream miRNAs of ESR1 were predicted using different algorithms. (B) Volcano plot shows the predicted upstream miRNAs of ESR1 based on the analysis of GSE116726. Green points represent downregulated miRNAs (left side), and red points represent upregulated miRNAs (right side); miR-874-3p and miR-130b-3p are presented. (C) Venn analysis of miR-874-3p downstream target genes using different algorithms. (D) ESR1 expression level was measured in NPCs after transfected with miR-874-3p mimic or miR-874-3p inhibitor or corresponding NCs using the qRT-PCR assay. (E) Binding site of miR-874-3p and ESR1. (F) Luciferase reporter vectors carrying ESR1 WT or MUT sequences were cotransfected into HEK-293T cells with miR-874-3p mimic or mimic negative control (NC). Relative luciferase activity was detected in HEK-293T cells. Data are represented as the mean ± SD. **P < 0.01, ***P < 0.001.
FIGURE 3Bioinformatics analysis of miR-874-3p target genes predicted using the miRTarbase database. (A) Cytoscape software was used to visualize the miR-874-3p target genes, of which miR-874-3p and ESR1 were indicated with red ellipse and purple triangles, respectively. (B) ESR1 was identified as a key hub gene in the PPI network using the Cytoscape plug-in cytoHubba, of which ESR1 is indicted with a red diamond. (C–F) GO analysis of miR-874-3p target genes through the STRING website. FDR < 0.05 was regarded as statistically significant. (C) Bubble diagram shows the main biological process. The x-axis represents the FDR, the left y-axis represents the GO terms, and the right y-axis represents the gene ratio (up) and gene count (down). (D) GO chord diagram shows the five hub genes involved in the main biological process. The left outside of the circle represents the genes, whereas the left inside of the circle represents the FDR. (E) Bubble diagram shows the enrichment of molecular function. (F) Enrichment of the cellular component is shown by bubble diagram.
FIGURE 4Prediction and verification of the upstream circRNAs of miR-874-3p. (A) Venn diagram was used to select the overlapping upstream circRNAs of miR-874-3p through the intersection of circbank and starBase databases, and the GSE67566 dataset. (B) CircRNAs-miR-874-3p-ESR1 interaction network was established using Cytoscape software. Light red represents upregulated circRNAs, and light green represents downregulated circRNAs. Circ_0040039, circ_0004354, and ESR1 were exhibited with a red ellipse, whereas miR-874-3p was represented by purple triangles. (C) CircRNA empty vector atlas. (D) Circ_0040039 overexpression vector atlas. (E) Overexpression effect of circ_0040039 was validated in NPCs using the qRT-PCR assay. (F) Circ_0004354 overexpression vector atlas. (G) qRT-PCR assay corroborated that the expression of circ_0004354 significantly increased in circ_0004354-transfected NPCs. (H) qRT-PCR assay confirmed that the expression level of miR-874-3p was elevated in NPCs after transfection with circ_0040039 or circ_0004354. (I) ESR1 expression level was measured in NPCs after transfection with circ_0040039 or circ_0004354 or corresponding NC using the qRT-PCR assay. (J) Volcano plot shows the predicted circ_0040039 based on the analysis of GSE67566. Green points represent downregulated circRNAs (left side), and red points represent upregulated circRNAs (right side); circ_0040039 is presented. (K) Western blotting assay demonstrated that circ_0040039 inhibits the protein expression level of ESR1. Data are represented as the mean ± SD. *P < 0.05, **P < 0.01, ***P < 0.001.
FIGURE 5Demonstration of the expression levels of circ_0040039, circ_0004354, miR-874-3p, and ESR1 in proinflammatory cytokine–treated NPCs. (A–D) Expression levels of circ_0040039, circ_0004354, miR-874-3p, and ESR1 in NPCs were detected using the qRT-PCR assay in response to different proinflammatory cytokine treatments. Among these, circ_0040039, miR-874-3p, and ESR1 expression levels increased in IL-1β–treated NPCs. Data are represented as the mean ± SD. *P < 0.05, **P < 0.01.
FIGURE 6Circ_0040039 promoted NPC degeneration. (A,B) Circ_0040039 overexpression vector or empty vector was transfected into NPCs, and then 20 ng/mL IL-1β was added to each group to treat NPCs. (A) NPC apoptosis was evaluated using the flow cytometry detection assay. (B) Quantitative analysis of the NPC apoptosis rate. (C) CCK8 assay was used to detect the growth rate of NPCs. **P < 0.01, ***P < 0.001.