ABSTRACT
PURPOSE: With advances in immunology, increasing evidence suggests that immunity is involved in premature ovarian insufficiency (POI) pathogenesis. This study investigated the roles of immune checkpoint genes and immune cell infiltration in POI pathogenesis and development. METHODS: The GSE39501 dataset and immune checkpoint genes were obtained from the Gene Expression Omnibus database and related literature. The two datasets were intersected to obtain immune checkpoint-related differentially expressed genes (ICRDEGs), which were analyzed using Gene Ontology and Kyoto Encyclopedia of Gene and Genomes enrichment analysis, weighted correlation network analysis, protein-protein interaction and related microRNAs, transcription factors, and RNA binding proteins. The immune cell infiltration of ICRDEGs was explored, and receiver operating characteristic curves were used to validate the diagnostic value of ICRDEGs in POI. RESULTS: We performed ICRDEG functional enrichment analysis and found that these genes were closely related to immune processes, such as T cell activation. Specifically, they are enriched in various biological processes and pathways, such as cell adhesion molecule and T cell receptor signaling pathways. Weighted correlation network analysis identified seven hub genes: Cd200, Cd274, Cd28, neurociliary protein-1, Cd276, Cd40lg, and Cd47. Furthermore, we identified 112 microRNAs, 17 RNA-binding proteins, and 101 transcription factors. Finally, immune infiltration analysis showed a clear positive correlation between hub genes and multiple immune cell types. CONCLUSION: Bioinformatic analysis identified seven potential ICRDEGs associated with POI, among which the immune checkpoint molecules CD200 and neurociliary protein-1 may be involved in the pathogenesis of POI.
Subject(s)
Computational Biology , Gene Regulatory Networks , Primary Ovarian Insufficiency , Humans , Female , Primary Ovarian Insufficiency/genetics , Primary Ovarian Insufficiency/immunology , Primary Ovarian Insufficiency/pathology , MicroRNAs/genetics , Protein Interaction Maps/genetics , Gene Ontology , Immune Checkpoint Proteins/genetics , Gene Expression Profiling , Databases, Genetic , Signal Transduction/geneticsABSTRACT
Rejection injury is a serious complication after liver transplantation (LTx). Tacrolimus (Tac) is a key immunosuppressive agent in the prevention of liver rejection after transplantation. The basic leucine zipper ATF-like transcription factor (BATF)/JUN/interferon regulatory factor 4 (IRF4) complex serves critical functions in the immune response. This study aimed to explore the role of the BATF/JUN/IRF4 complex in rejection after LTx by treatment with Tac. Herein, DA and Lewis (LEW) rats were used to construct the LTx animal model. The recipient LEW rats were treated with Tac or saline, subcutaneously. Splenic mononuclear cells were treated with Tac at 1 and 10 nM after stimulation with interleukin-6 (IL-6), and the expression of factors associated with the nuclear factor of activated T cells (NFAT)-BATF/JUN/IRF4 and IL-21 were detected. The results demonstrated that Tac prolonged the allografts survival and attenuated inflammation injury, and decreased the percentage frequencies of T follicular helper (Tfh) cells in peripheral blood mononuclear cells and inhibited B-cell lymphoma 6 (Bcl-6) and IL-6 expression in Tfh cells. In addition, Tac inhibited the expression of the BATF/JUN/IRF4 complex, Bcl-6 and IL-21 NFATc1 and NFATc2 were inhibited by Tac, and interacted with the promoter of BATF and IRF4. In conclusion, the attenuation of rejection injury may be dependent on the NFAT-BATF/JUN/IRF4-IL-21 axis, and the BATF/JUN/IRF4 complex participates in the inhibition of IL-21-producing Tfh cells after treatment with Tac. These findings suggest that the BATF/JUN/IRF4 complex-IL-21 axis may be used as a potential target for attenuating rejection injury after LTx.