The potential crosstalk genes and molecular mechanisms between systemic lupus erythematosus and periodontitis

被引:0
作者
Zhao, Kai [1 ]
Li, Xiaolong [1 ]
Zhu, Qingmiao [1 ]
Zhu, Mengyu [1 ]
Huang, Jinge [2 ]
Zhao, Ting [3 ]
机构
[1] Zhejiang Chinese Med Univ, Coll Basic Med Sci, Hangzhou, Peoples R China
[2] Zhejiang Chinese Med Univ, Affiliated Hosp 1, Hangzhou, Peoples R China
[3] Zhejiang Chinese Med Univ, Res Inst Chinese Med Clin Fdn & Immunol, Coll Basic Med Sci, Key Lab Chinese Med Rheumatol Zhejiang Prov, Hangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
systemic lupus erythematosus; periodontitis; PI3K-Akt signaling pathway; VCAN; LY96; LYMPHOCYTE DEVELOPMENT; B-CELLS; VERSICAN; PI3K; CLASSIFICATION; NEUTROPHILS; RISK;
D O I
10.3389/fgene.2025.1527713
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background Several studies have demonstrated an increased risk of periodontitis (PD) among patients diagnosed with systemic lupus erythematosus (SLE). However, the underlying common mechanism between them remains incompletely understood. Accordingly, the aim of this study is to examine diagnostic biomarkers and potential therapeutic targets for SLE and PD by leveraging publicly accessible microarray datasets and transcriptome analysis.Method Datasets pertaining to SLE and PD were retrieved from the Gene Expression Omnibus (GEO) database, and subsequently analyzed for differentially expressed genes (DEGs). Key gene modules were identified through weighted gene co-expression network analysis (WGCNA), and shared genes were obtained by overlapping key genes between DEGs and WGCNA. These shared genes were subsequently subjected to Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses, leading to the establishment of a Protein-Protein Interaction (PPI) network. Random forest (RF) and Least Absolute Shrinkage and Selection Operator (Lasso) regression were employed to identify key hub genes. Receiver operating characteristic (ROC) curves were generated using a new validation dataset to evaluate the performance of candidate genes. Finally, levels of immune cell infiltration in SLE and PD were assessed using CIBERSORTx.Results A total of 50 core genes were identified between the genes screened by WGCNA and DEGs. Functional enrichment analysis revealed that these genes are primarily associated with the PI3K-Akt and B-cell receptor signaling pathways. Additionally, using machine learning algorithms and ROC curve analysis, a total of 8 key genes (PLEKHA1, CEACAM1, TNFAIP6, TCN2, GLDC, GNG7, LY96, VCAN) were identified Finally, immune infiltration analysis highlighted the significant roles of neutrophils, monocytes, plasma cells, and gammadelta T cells (gamma delta T cells) in the pathogenesis of both SLE and PD.Conclusion This study identifies 8 hub genes that could potentially serve as diagnostic markers for both SLE and PD, highlighting the importance of VCAN and LY96 in diagnosis. Moreover, the involvement of the PI3K-Akt signaling pathway in both diseases suggests its significant role. These identified key genes and signaling pathways lay the groundwork for deeper comprehension of the interplay between SLE and PD.
引用
收藏
页数:12
相关论文
共 74 条
  • [1] Temporomandibular joint dysfunction in various rheumatic diseases
    Aceves-Avila, F. J.
    Chavez-Lopez, M.
    Chavira-Gonzalez, J. R.
    Ramos-Remus, C.
    [J]. REUMATISMO, 2013, 65 (03) : 126 - 130
  • [2] The PI3K/Akt Pathway in Meta-Inflammation
    Acosta-Martinez, Maricedes
    Cabail, Maria Zulema
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 23 (23)
  • [3] Systemic lupus erythematosus: latest insight into etiopathogenesis
    Akhil, Akhil
    Bansal, Rohit
    Anupam, Kumari
    Tandon, Ankit
    Bhatnagar, Archana
    [J]. RHEUMATOLOGY INTERNATIONAL, 2023, 43 (08) : 1381 - 1393
  • [4] An Overview of Systemic Lupus Erythematosus (SLE) Pathogenesis, Classification, and Management
    Ameer, Muhammad Atif
    Chaudhry, Haroon
    Mushtaq, Javaria
    Khan, Osama S.
    Babar, Maham
    Hashim, Tehmina
    Zeb, Saima
    Tariq, Muhammad Ali
    Patlolla, Sridhar Reddy
    Ali, Junaid
    Hashim, Syeda Nafeesa
    Hashim, Sana
    [J]. CUREUS JOURNAL OF MEDICAL SCIENCE, 2022, 14 (10)
  • [5] [Anonymous], **DATA OBJECT**
  • [6] [Anonymous], **DATA OBJECT**
  • [7] Bagavant H., 2018, J. Immunol, V200, p45.7, DOI [10.4049/jimmunol.200.Supp.45.7, DOI 10.4049/JIMMUNOL.200.SUPP.45.7]
  • [8] Shared microbiological and immunological patterns in periodontitis and IBD: A scoping review
    Baima, Giacomo
    Massano, Alessandro
    Squillace, Erminia
    Caviglia, Gian Paolo
    Buduneli, Nurcan
    Ribaldone, Davide G.
    Aimetti, Mario
    [J]. ORAL DISEASES, 2022, 28 (04) : 1029 - 1041
  • [9] NCBI GEO: archive for functional genomics data sets-update
    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
    [J]. NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) : D991 - D995
  • [10] Orofacial manifestations and dental management of systemic lupus erythematosus: A review
    Benli, Merve
    Batool, Fareeha
    Stutz, Celine
    Petit, Catherine
    Jung, Sophie
    Huck, Olivier
    [J]. ORAL DISEASES, 2021, 27 (02) : 151 - 167