Quan Liangliang, Wang Yang, Liang Jiulong, Qiu Tao, Wang Hongyi, Zhang Ye, Zhang Yu, Hui Qiang, Tao Kai
Department of Plastic Surgery, General Hospital of Shenyang Military Area Command, PLA, Shenyang, Liaoning 110016, P.R. China.
Int J Mol Med. 2016 Dec;38(6):1839-1849. doi: 10.3892/ijmm.2016.2788. Epub 2016 Oct 25.
In the present study, we aimed to reveal the molecular mechanisms responsible for the differentiation of human adipose tissue-derived stem cells (hASCs) into myocytes and osteoblasts. Microarray data GSE37329 were obtained from the Gene Expression Omnibus database, including three hASC cell lines from healthy donors, two osteogenic lineages and two myogenic lineages from the in vitro‑induction of hASCs. Differentially expressed genes (DEGs) in the two lineages were firstly screened. Subsequently, the underlying functions of the two sets of DEGs were investigated by Gene Ontology function and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis, followed by protein-protein interaction (PPI) network construction. Regulatory relationships between transcription factors (TFs) and microRNAs (miRNAs or miRs) with target genes were finally explored using different algorithms. A total of 665 and 485 DEGs were identified from the hASC‑derived myogenic and osteogenic lineages, respectively. The shared upregulated genes (n=205) in the two sets of DEGs were mainly involved in metabolism-related pathways, whereas the shared downregulated genes (n=128) were significantly enriched in the transforming growth factor-β (TGF-β) signaling pathway. Four genes, vascular endothelial growth factor A (VEGFA), fibroblast growth factor 2 (FGF2), nerve growth factor (NGF) and interleukin 1B (IL1B), presented with relatively higher degrees in both PPI networks. The transcription factor RAD21 was predicted to target shared upregulated and downregulated genes as well as specific downregulated genes in the myogenic and the osteogenic lineages. In addition, miRNA-DEG interaction analysis revealed that hsa-miR-1 regulated the most shared DEGs in the two lineages. There may be a correlation between the four genes, VEGFA, FGF2, IL1B and NGF, and the differentiation of hASCs into myocytes and osteoblasts. The TF RAD21 and hsa-miR-1 may play important roles in regulating the expression of differentiation-associated genes.
在本研究中,我们旨在揭示人类脂肪组织来源的干细胞(hASCs)分化为肌细胞和成骨细胞的分子机制。从基因表达综合数据库中获取微阵列数据GSE37329,包括来自健康供体的三个hASC细胞系、两个hASCs体外诱导的成骨谱系和两个成肌谱系。首先筛选两个谱系中的差异表达基因(DEGs)。随后,通过基因本体功能和京都基因与基因组百科全书通路富集分析研究两组DEGs的潜在功能,接着构建蛋白质-蛋白质相互作用(PPI)网络。最后使用不同算法探索转录因子(TFs)和微小RNA(miRNAs或miRs)与靶基因之间的调控关系。分别从hASC来源的成肌谱系和成骨谱系中鉴定出665个和485个DEGs。两组DEGs中共同上调的基因(n = 205)主要参与代谢相关途径,而共同下调的基因(n = 128)在转化生长因子-β(TGF-β)信号通路中显著富集。血管内皮生长因子A(VEGFA)、成纤维细胞生长因子2(FGF2)、神经生长因子(NGF)和白细胞介素1B(IL1B)这四个基因在两个PPI网络中均呈现相对较高的程度。转录因子RAD21被预测靶向成肌和成骨谱系中共同上调和下调的基因以及特定下调的基因。此外,miRNA-DEG相互作用分析表明,hsa-miR-1调控两个谱系中最多的共同DEGs。VEGFA、FGF2、IL1B和NGF这四个基因与hASCs向肌细胞和成骨细胞的分化之间可能存在关联。转录因子RAD21和hsa-miR-1可能在调控分化相关基因的表达中发挥重要作用。