Discovering genetic linkage between periodontitis and type 1 diabetes: A bioinformatics study

被引:6
作者
Liu, Junqi [1 ,2 ,3 ]
Zhang, Bo [1 ,2 ,3 ]
Zhu, Guanyin [1 ,2 ,3 ]
Liu, Chenlu [1 ,2 ,3 ]
Wang, Shuangcheng [1 ,2 ]
Zhao, Zhihe [1 ,2 ,3 ]
机构
[1] Sichuan Univ, West China Hosp Stomatol, State Key Lab Oral Dis, Chengdu, Peoples R China
[2] Sichuan Univ, West China Hosp Stomatol, Natl Clin Res Ctr Oral Dis, Chengdu, Peoples R China
[3] Sichuan Univ, West China Hosp Stomatol, Dept Orthodont, Chengdu, Peoples R China
基金
中国国家自然科学基金;
关键词
periodontitis; type; 1; diabetes; genetic linkage; hyperglycaemia; bioinformatics; ENDOTHELIAL PROGENITOR CELLS; GLYCEMIC CONTROL; ORAL-HEALTH; ANTIAPOPTOTIC PROTEIN; METABOLIC-CONTROL; GROWTH-FACTOR; EXPRESSION; MELLITUS; TRANSCRIPTION; DISEASE;
D O I
10.3389/fgene.2023.1147819
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background: Relationship between periodontitis (PD) and type 1 diabetes (T1D) has been reported, but the detailed pathogenesis requires further elucidation. This study aimed to reveal the genetic linkage between PD and T1D through bioinformatics analysis, thereby providing novel insights into scientific research and clinical treatment of the two diseases.Methods: PD-related datasets (GSE10334, GSE16134, GSE23586) and T1D-related datasets(GSE162689)were downloaded from NCBI Gene Expression Omnibus (GEO). Following batch correction and merging of PD-related datasets as one cohort, differential expression analysis was performed (adjusted p-value 0.5), and common differentially expressed genes (DEGs) between PD and T1D were extracted. Functional enrichment analysis was conducted via Metascape website. The protein-protein interaction (PPI) network of common DEGs was generated in The Search Tool for the Retrieval of Interacting Genes/Proteins (STRING) database. Hub genes were selected by Cytoscape software and validated by receiver operating characteristic (ROC) curve analysis.Results: 59 common DEGs of PD and T1D were identified. Among these DEGs, 23 genes were commonly upregulated, and 36 genes were commonly downregulated in both PD- and T1D-related cohorts. Functional enrichment analysis indicated that common DEGs were mainly enriched in tube morphogenesis, supramolecular fiber organization, 9 + 0 non-motile cilium, plasma membrane bounded cell projection assembly, glomerulus development, enzyme-linked receptor protein signaling pathway, endochondral bone morphogenesis, positive regulation of kinase activity, cell projection membrane and regulation of lipid metabolic process. After PPI construction and modules selection, 6 hub genes (CD34, EGR1, BBS7, FMOD, IGF2, TXN) were screened out and expected to be critical in linking PD and T1D. ROC analysis showed that the AUC values of hub genes were all greater than 70% in PD-related cohort and greater than 60% in T1D-related datasets.Conclusion: Shared molecular mechanisms between PD and T1D were revealed in this study, and 6 hub genes were identified as potential targets in treating PD and T1D.
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页数:13
相关论文
共 104 条
[1]   Altered gene expression in leukocyte transendothelial migration and cell communication pathways in periodontitis-affected gingival tissues [J].
Abe, D. ;
Kubota, T. ;
Morozumi, T. ;
Shimizu, T. ;
Nakasone, N. ;
Itagaki, M. ;
Yoshie, H. .
JOURNAL OF PERIODONTAL RESEARCH, 2011, 46 (03) :345-353
[2]   Decoding the role of macrophages in periodontitis and type 2 diabetes using single-cell RNA-sequencing [J].
Agrafioti, Panagiota ;
Morin-Baxter, Joshua ;
Tanagala, Kranthi K. K. ;
Dubey, Sunil ;
Sims, Peter ;
Lalla, Evanthia ;
Momen-Heravi, Fatemeh .
FASEB JOURNAL, 2022, 36 (02)
[3]   Non-surgical periodontal treatment of cyclosporin A-induced gingival overgrowth: immunohistochemical results [J].
Aimetti, M. ;
Romano, F. ;
Marsico, A. ;
Navone, R. .
ORAL DISEASES, 2008, 14 (03) :244-250
[4]  
Al-Qattan MM, 2018, JCPSP-J COLL PHYSICI, V28, P783, DOI 3022
[5]   Egr1 mediates retinal vascular dysfunction in diabetes mellitus via promoting p53 transcription [J].
Ao, Haocheng ;
Liu, Bingqian ;
Li, Haichun ;
Lu, Lin .
JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2019, 23 (05) :3345-3356
[6]   Periodontal health, salivary status, and metabolic control in children with type 1 diabetes mellitus [J].
Aren, G ;
Sepet, E ;
Özdemir, D ;
Dinççag, N ;
Güvener, B ;
Firatli, E .
JOURNAL OF PERIODONTOLOGY, 2003, 74 (12) :1789-1795
[7]   Vascular Endothelial Growth Factor and Microvessel Density in Periodontitis Patients With and Without Diabetes [J].
Aspriello, Simone Domenico ;
Zizzi, Antonio ;
Lucarini, Guendalina ;
Rubini, Corrado ;
Faloia, Emanuela ;
Boscaro, Marco ;
Tirabassi, Giacomo ;
Piemontese, Matteo .
JOURNAL OF PERIODONTOLOGY, 2009, 80 (11) :1783-1789
[8]   NCBI GEO: archive for functional genomics data sets-update [J].
Barrett, Tanya ;
Wilhite, Stephen E. ;
Ledoux, Pierre ;
Evangelista, Carlos ;
Kim, Irene F. ;
Tomashevsky, Maxim ;
Marshall, Kimberly A. ;
Phillippy, Katherine H. ;
Sherman, Patti M. ;
Holko, Michelle ;
Yefanov, Andrey ;
Lee, Hyeseung ;
Zhang, Naigong ;
Robertson, Cynthia L. ;
Serova, Nadezhda ;
Davis, Sean ;
Soboleva, Alexandra .
NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) :D991-D995
[9]   Defective IGF2 and IGF1R protein production in embryonic pancreas precedes beta cell mass anomaly in the Goto-Kakizaki rat model of type 2 diabetes [J].
Calderari, S. ;
Gangnerau, M.-N. ;
Thibault, M. ;
Meile, M.-J. ;
Kassis, N. ;
Alvarez, C. ;
Portha, B. ;
Serradas, P. .
DIABETOLOGIA, 2007, 50 (07) :1463-1471
[10]   BBS7-SHH Signaling Activity Regulates Primary Cilia for Periodontal Homeostasis [J].
Chang, Pi En ;
Li, Shujin ;
Kim, Hyun-Yi ;
Lee, Dong-Joon ;
Choi, Yoon Jeong ;
Jung, Han-Sung .
FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9