Li Xingye, An Yan, Wang Qilong, Han Xiao
Department of Spine Surgery, Beijing Jishuitan Hospital, Fourth Clinical College of Peking University, Beijing, China.
Front Cell Dev Biol. 2022 Dec 2;10:1083983. doi: 10.3389/fcell.2022.1083983. eCollection 2022.
Degeneration of the intervertebral disc has been linked to lower back pain. To date, pathophysiological mechanisms of intervertebral disc degeneration (IDD) remain unclear; it is meaningful to find effective diagnostic biomarkers and new therapeutic strategies for IDD. This study aimed to reveal the molecular mechanism of IDD pathogenesis from the multidimensional transcriptomics perspective. Here, we acquired IDD bulk omics datasets (GSE67567 and GSE167199) including mRNA, microRNA expression profiles, and single-cell RNA sequencing (GSE199866) from the public Gene Expression Omnibus (GEO) database. Through principal component analysis and Venn analysis, we found different expression patterns in the IDD transcription level and identified 156 common DEGs in both bulk datasets. GO and KEGG functional analyses showed these dysregulators were mostly enriched in the collagen-containing extracellular matrix, cartilage development, chondrocyte differentiation, and immune response pathways. We also constructed a potentially dysregulated competing endogenous RNA (ceRNA) network between mRNAs and miRNAs related to IDD based on microRNA target information and co-expression analysis of RNA profiles and identified 36 ceRNA axes including ZFP36/miR-155-5p/FOS, BTG2/hsa-miR-185-5p/SOCS3, and COL9A2/hsa-miR-664a-5p/IBA57. Finally, in integrating bulk and single-cell transcriptome data analyses, a total of three marker genes, , , and , were identified. In conclusion, the key genes and the new ceRNA crosstalk we identified in intervertebral disc degeneration may provide new targets for the treatment of IDD.
椎间盘退变与下腰痛有关。迄今为止,椎间盘退变(IDD)的病理生理机制仍不清楚;寻找有效的诊断生物标志物和新的IDD治疗策略具有重要意义。本研究旨在从多维转录组学角度揭示IDD发病机制的分子机制。在此,我们从公共基因表达综合数据库(GEO)中获取了IDD批量组学数据集(GSE67567和GSE167199),包括mRNA、微小RNA表达谱和单细胞RNA测序(GSE199866)。通过主成分分析和维恩分析,我们在IDD转录水平发现了不同的表达模式,并在两个批量数据集中鉴定出156个共同的差异表达基因(DEG)。基因本体(GO)和京都基因与基因组百科全书(KEGG)功能分析表明,这些失调因子大多富集在含胶原蛋白的细胞外基质、软骨发育、软骨细胞分化和免疫反应途径中。我们还基于微小RNA靶标信息以及RNA谱的共表达分析,构建了一个与IDD相关的mRNA和微小RNA之间潜在失调的竞争性内源RNA(ceRNA)网络,并鉴定出36个ceRNA轴,包括ZFP36/miR-155-5p/FOS、BTG2/hsa-miR-185-5p/SOCS3和COL9A2/hsa-miR-664a-5p/IBA57。最后,在整合批量和单细胞转录组数据分析时,共鉴定出三个标记基因, 、 和 。总之,我们在椎间盘退变中鉴定出的关键基因和新的ceRNA串扰可能为IDD的治疗提供新靶点。