Identifying genes for regulating osteogenic differentiation of human periodontal ligament stem cells in inflammatory environments by bioinformatics analysis

被引:4
作者
Wang, Qing [1 ]
Yang, Xiaojie [1 ]
Wang, Xuechun [1 ]
Wang, Xuan [1 ]
Zhang, Jie [1 ]
Gao, Ya [1 ]
Pan, Jinsong [1 ]
Wang, Shiwei [1 ]
机构
[1] Shanghai Jiao Tong Univ, Shanghai Gen Hosp, Dept Stomatol, Sch Med, 100 Haining Rd, Shanghai 200080, Peoples R China
基金
中国国家自然科学基金;
关键词
bioinformatics analysis; osteogenesis; periodontal ligament stem cells; periodontitis;
D O I
10.1111/jre.13215
中图分类号
R78 [口腔科学];
学科分类号
1003 ;
摘要
Background and ObjectivesPeriodontitis is an immuno-inflammatory disease caused by dental plaque biofilms and inflammations. The regeneration of bone tissue in inflammatory environment is of great significance for the treatment of periodontal disease, but the specific molecular mechanism of bone formation in periodontitis still needs further exploration. The objective of this study was to identify key osteogenesis-related genes (ORGs) in periodontitis.MethodsWe used two datasets from the Gene Expression Omnibus (GEO) database to find differentially expressed mRNAs and miRNAs, further performed Gene Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. Then we predicted the downstream genes of the differentially expressed miRNAs (DEMs) by the TargetScan database and established a miRNA-mRNA regulatory network. Finally, the osteogenic mechanism of periodontitis was explored through quantitative real-time PCR (qRT-PCR) by inducing inflammatory environment and osteogenic differentiation of hPDLSCs.ResultsThrough differential expression analysis and prediction of downstream target genes of DEMs, we created a miRNA-mRNA regulatory network consisting of 29 DEMs and 11 differentially expressed osteogenesis-related genes (DEORGs). In addition, the qRT-PCR results demonstrated that BTBD3, PLAT, AKAP12, SGK1, and GLCE expression levels were significantly upregulated, while those of TIMP3, ZCCHC14, LIN7A, DNAH6, NNT, and ITGA6 were downregulated under the dual effects of inflammatory stimulation and osteogenic induction.ConclusionDEORGs might be important factors in the osteogenic phase of periodontitis, and the miRNA-mRNA network may shed light on the clarification of the role and mechanism of osteogenesis in periodontitis and contribute to the development of novel therapeutic strategies.
引用
收藏
页码:311 / 324
页数:14
相关论文
共 50 条
[1]   Predicting effective microRNA target sites in mammalian mRNAs [J].
Agarwal, Vikram ;
Bell, George W. ;
Nam, Jin-Wu ;
Bartel, David P. .
ELIFE, 2015, 4
[2]   Polydopamine functionalized mesoporous silica as ROS-sensitive drug delivery vehicles for periodontitis treatment by modulating macrophage polarization [J].
Bai, Bingbing ;
Gu, Chaoyu ;
Lu, Xiaohui ;
Ge, Xingyu ;
Yang, Junling ;
Wang, Chenfei ;
Gu, Yongchun ;
Deng, Aidong ;
Guo, Yuehua ;
Feng, Xingmei ;
Gu, Zhifeng .
NANO RESEARCH, 2021, 14 (12) :4577-4583
[3]   Exploration of Genetic Variants within the Goat A-Kinase Anchoring Protein 12 (AKAP12) Gene and Their Effects on Growth Traits [J].
Bai, Yangyang ;
Yuan, Rongrong ;
Luo, Yunyun ;
Kang, Zihong ;
Zhu, Haijing ;
Qu, Lei ;
Lan, Xianyong ;
Song, Xiaoyue .
ANIMALS, 2021, 11 (07)
[4]   Autophagy-Related Genes Predict the Progression of Periodontitis Through the ceRNA Network [J].
Bian, Mengyao ;
Wang, Wenhao ;
Song, Chengjie ;
Pan, Lai ;
Wu, Yanmin ;
Chen, Lili .
JOURNAL OF INFLAMMATION RESEARCH, 2022, 15 :1811-1824
[5]   The application of human periodontal ligament stem cells and biomimetic silk scaffold for in situ tendon regeneration [J].
Chen, Jialin ;
Mo, Qingyun ;
Sheng, Renwang ;
Zhu, Aijing ;
Ling, Chen ;
Luo, Yifan ;
Zhang, Aini ;
Chen, Zhixuan ;
Yao, Qingqiang ;
Cai, Zhuoying ;
Zhang, Wei .
STEM CELL RESEARCH & THERAPY, 2021, 12 (01)
[6]   RETRACTED: Down-regulation of microRNA-21 reduces inflammation and podocyte apoptosis in diabetic nephropathy by relieving the repression of TIMP3 expression (Retracted Article) [J].
Chen, Xiaoping ;
Zhao, Lei ;
Xing, Yanwei ;
Lin, Bo .
BIOMEDICINE & PHARMACOTHERAPY, 2018, 108 :7-14
[7]   NLRP3 regulates alveolar bone loss in ligature-induced periodontitis by promoting osteoclastic differentiation [J].
Chen, Yuyi ;
Yang, Qiudong ;
Lv, Chunhua ;
Chen, Yue ;
Zhao, Wenhua ;
Li, Wenlei ;
Chen, Hongyu ;
Wang, Hua ;
Sun, Wen ;
Yuan, Hua .
CELL PROLIFERATION, 2021, 54 (02)
[8]   Lily steroidal glycoalkaloid promotes early inflammatory resolution in wounded human fibroblasts [J].
Di, Rong ;
Murray, Anne F. ;
Xiong, Jia ;
Esposito, Debora ;
Komarnytsky, Slavko ;
Gianfagna, Thomas J. ;
Munafo, John P., Jr. .
JOURNAL OF ETHNOPHARMACOLOGY, 2020, 258
[9]   In Vitro Long-Term Expansion and High Osteogenic Potential of Periodontal Ligament Stem Cells: More Than a Mirage [J].
Di Vito, Anna ;
Giudice, Amerigo ;
Chiarella, Emanuela ;
Malara, Natalia ;
Bennardo, Francesco ;
Fortunato, Leonzio .
CELL TRANSPLANTATION, 2019, 28 (01) :129-139
[10]   Identification of microRNA-mRNA-TF regulatory networks in periodontitis by bioinformatics analysis [J].
Gao, Xiaoli ;
Zhao, Dong ;
Han, Jing ;
Zhang, Zheng ;
Wang, Zuomin .
BMC ORAL HEALTH, 2022, 22 (01)