Integrated bioinformatic analysis of the molecular mechanisms between type 2 diabetes mellitus and osteoarthritis

被引:0
作者
Zhang, Bao [1 ]
Liu, Deding [1 ]
机构
[1] Zhengzhou Univ, Zhengzhou Cent Hosp, Dept Joint & Sports Injuries, 16 Tongbai North Rd, Zhengzhou 450001, Peoples R China
关键词
advanced glycation end products; bioinformatics; inflammation; osteoarthritis; type 2 diabetes mellitus; INTERLEUKIN-17; EXPRESSION; CARTILAGE;
D O I
10.1097/MD.0000000000039469
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Type 2 diabetes mellitus (T2DM) is a metabolic syndrome that has been identified as an independent risk factor for osteoarthritis (OA) and may even trigger and exacerbate the progression of OA. However, the relationship between T2DM and OA is complex and has not yet been fully clarified by current research. In this study, we analyzed the potential mechanism of action between T2DM and OA by bioinformatics. Transcriptome sequencing data of T2DM (GSE25724) and OA (GSE55235) were downloaded from the gene expression omnibus. Differential expression analysis was performed for different subgroups to obtain differentially expressed genes. The protein-protein interaction network was constructed using overlapping genes and screened for hub targets. Then the enrichment analysis was performed separately for overlapping and hub targets. The GeneMANIA is used to predict functionally similar genes of hub genes. Differential expression analyses revealed that 184 genes are involved in both diseases together. The Kyoto Encyclopedia of Genes and Genomes pathway enrichment results showed that the overlapping genes were mainly involved in the advanced glycation end products-receptor of advanced glycation end products signaling pathway, the NF-kappa B signaling pathway, the mitogen-activated protein kinases signaling pathway, and the interleukin-17 signaling pathway in diabetic complications. The functions of genes similar to the hub genes are focused on cell chemotaxis, positive regulation of cell migration, positive regulation of RNA polymerase II transcription, regulation of leukocyte migration, epithelial cell proliferation, and integrated stress response signaling. The transcription factor Jun and C-X-C motif chemokine 8 may play an important role in the inflammatory response caused by advanced glycation end products. This study improves our understanding of T2DM complicating OA and helps to stimulate more effective treatments.
引用
收藏
页数:7
相关论文
共 50 条
  • [41] Osteoarthritis and type 2 diabetes: From pathogenetic factors to therapeutic intervention
    Cannata, Francesca
    Vadala, Gianluca
    Ambrosio, Luca
    Napoli, Nicola
    Papalia, Rocco
    Denaro, Vincenzo
    Pozzilli, Paolo
    DIABETES-METABOLISM RESEARCH AND REVIEWS, 2020, 36 (03)
  • [42] Comparison of inflammatory molecular mechanisms between osteoarthritis and rheumatoid arthritis via gene microarrays
    Oveisee, Maziar
    Gholipour, Akram
    Malakootian, Mahshid
    MOLECULAR BIOLOGY RESEARCH COMMUNICATIONS, 2024, 13 (04) : 211 - 222
  • [43] Identification of novel microRNAs associated with type 2 diabetes by an integrative bioinformatic analysis
    Victoria Mencucci, Maria
    Maria Rojas-Mendoza, Ana
    Andres-Leon, Eduardo
    Lisi Roman, Carolina
    Jose Gagliardino, Juan
    Carlos Abba, Martin
    Maiztegui, Barbara
    HUMAN GENE, 2022, 34
  • [44] Exploring biomarkers and molecular mechanisms of Type 2 diabetes mellitus promotes colorectal cancer progression based on transcriptomics
    Luo, Simin
    Zhu, Yuhong
    Guo, Zhanli
    Zheng, Chuan
    Fu, Xi
    You, Fengming
    Li, Xueke
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [45] The molecular link between obstructive sleep apnea and osteoarthritis: based on bioinformatics analysis and experimental validation
    Ren, Xun-Shan
    Xie, Ting
    Zhuang, Huang-Ming
    Lei, Tian-Run
    Jiang, Fu-Ze
    Zhou, Pang-Hu
    AMERICAN JOURNAL OF TRANSLATIONAL RESEARCH, 2023, 15 (07): : 4487 - +
  • [46] Dysregulated pathways in type 2 diabetes mellitus
    Li, H.
    Li, H.
    Ran, J.
    Mao, X.
    BIOMEDICAL RESEARCH-INDIA, 2017, 28 (03): : 1426 - 1443
  • [47] Interactions Between Diabetes Mellitus and Osteoarthritis: From Animal Studies to Clinical Data
    Rios-Arce, Naiomy D.
    Hum, Nicholas R.
    Loots, Gabriela G.
    JBMR PLUS, 2022, 6 (05)
  • [48] Data-independent acquisition-based proteomics analysis correlating type 2 diabetes mellitus with osteoarthritis in total knee arthroplasty patients
    Zhao, Lulu
    Wu, Tong
    Li, Jiayi
    Cai, Chunyan
    Yao, Qingqiang
    Zhu, Yi-Shen
    MEDICINE, 2022, 101 (05) : E28738
  • [49] Clinical relevance of epigenetics in the onset and management of type 2 diabetes mellitus
    Sommese, Linda
    Zullo, Alberto
    Mancini, Francesco Paolo
    Fabbricini, Rossella
    Soricelli, Andrea
    Napoli, Claudio
    EPIGENETICS, 2017, 12 (06) : 401 - 415
  • [50] Association between ischemia modified albumin, inflammation and hyperglycemia in type 2 diabetes mellitus
    Kaefer, Michelle
    Piva, Silvia J.
    De Carvalho, Jose A. M.
    Da Silva, Dievan B.
    Becker, Aline M.
    Coelho, Adriane C.
    Duarte, Marta M. M. F.
    Moresco, Rafael N.
    CLINICAL BIOCHEMISTRY, 2010, 43 (4-5) : 450 - 454