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1.
Genome Med ; 16(1): 60, 2024 04 24.
Article in English | MEDLINE | ID: mdl-38658971

ABSTRACT

BACKGROUND: Pituitary neuroendocrine tumors (PitNETs) are common gland neoplasms demonstrating distinctive transcription factors. Although the role of immune cells in PitNETs has been widely recognized, the precise immunological environment and its control over tumor cells are poorly understood. METHODS: The heterogeneity, spatial distribution, and clinical significance of macrophages in PitNETs were analyzed using single-cell RNA sequencing (scRNA-seq), bulk RNA-seq, spatial transcriptomics, immunohistochemistry, and multiplexed quantitative immunofluorescence (QIF). Cell viability, cell apoptosis assays, and in vivo subcutaneous xenograft experiments have confirmed that INHBA-ACVR1B influences the process of tumor cell apoptosis. RESULTS: The present study evaluated scRNA-seq data from 23 PitNET samples categorized into 3 primary lineages. The objective was to explore the diversity of tumors and the composition of immune cells across these lineages. Analyzed data from scRNA-seq and 365 bulk RNA sequencing samples conducted in-house revealed the presence of three unique subtypes of tumor immune microenvironment (TIME) in PitNETs. These subtypes were characterized by varying levels of immune infiltration, ranging from low to intermediate to high. In addition, the NR5A1 lineage is primarily associated with the subtype characterized by limited infiltration of immune cells. Tumor-associated macrophages (TAMs) expressing CX3CR1+, C1Q+, and GPNMB+ showed enhanced contact with tumor cells expressing NR5A1 + , TBX19+, and POU1F1+, respectively. This emphasizes the distinct interaction axes between TAMs and tumor cells based on their lineage. Moreover, the connection between CX3CR1+ macrophages and tumor cells via INHBA-ACVR1B regulates tumor cell apoptosis. CONCLUSIONS: In summary, the different subtypes of TIME and the interaction between TAM and tumor cells offer valuable insights into the control of TIME that affects the development of PitNET. These findings can be utilized as prospective targets for therapeutic interventions.


Subject(s)
Macrophages , Neuroendocrine Tumors , Pituitary Neoplasms , Single-Cell Analysis , Transcriptome , Tumor Microenvironment , Humans , Neuroendocrine Tumors/genetics , Neuroendocrine Tumors/pathology , Neuroendocrine Tumors/immunology , Neuroendocrine Tumors/metabolism , Pituitary Neoplasms/genetics , Pituitary Neoplasms/immunology , Pituitary Neoplasms/pathology , Pituitary Neoplasms/metabolism , Tumor Microenvironment/immunology , Tumor Microenvironment/genetics , Animals , Mice , Macrophages/metabolism , Macrophages/immunology , Tumor-Associated Macrophages/metabolism , Tumor-Associated Macrophages/immunology , Gene Expression Regulation, Neoplastic , Gene Expression Profiling , Phenotype , Apoptosis/genetics , Cell Lineage/genetics
2.
Front Immunol ; 12: 699192, 2021.
Article in English | MEDLINE | ID: mdl-34777334

ABSTRACT

Acute kidney injury (AKI) and chronic kidney disease (CKD) represent different stages of renal failure; thus, CKD can be regarded as a result of AKI deterioration. Previous studies have demonstrated that immune cell infiltration, oxidative stress, and metabolic mentalism can support renal fibrosis progression in AKI cases. However, the most important triggers and cell types involved in this pathological progression remain unclear. This study was conducted to shed light into the underlying cellular and molecular features of renal fibrosis progression through the analysis of three mouse whole kidney and one human single-cell RNA-sequencing datasets publicly available. According to the different causes of AKI (ischemia reperfusion injury [IRI] or cisplatin), the mouse samples were divided into the CIU [control-IRI-unilateral ureteral obstruction (UUO)] and CCU (control-cisplatin-UUO) groups. Comparisons between groups revealed eight different modules of differentially expressed genes (DEGs). A total of 1,214 genes showed the same expression pattern in both CIU and CCU groups; however, 1,816 and 1,308 genes were expressed specifically in the CCU and CIU groups, respectively. Further assessment of the DEGs according to the Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment pathway and Gene Ontology (GO) showed that T-cell activation, fatty acid metabolic process, and arachidonic acid metabolism were involved in the fibrosis progression in CIU and CCU. Single-cell RNA-sequencing data along with the collected DEGs information also revealed that the T-cell activation mainly happened in immune cells, whereas the fatty acid metabolic process and arachidonic acid metabolism occurred in tubule cells. Taken together, these findings suggest that the fibrosis process differed between the CIU and CCU stages, in which immune and tubule cells have different functions. These identified cellular and molecular features of the different stages of fibrosis progression may pave the way for exploring novel potential therapeutic strategies in the clinic.


Subject(s)
Acute Kidney Injury/complications , Acute Kidney Injury/pathology , Fibrosis/diagnosis , Fibrosis/etiology , Acute Kidney Injury/etiology , Animals , Biomarkers , Computational Biology/methods , Disease Models, Animal , Disease Progression , Disease Susceptibility , Gene Expression Profiling , Humans , Mice
3.
Front Immunol ; 12: 661338, 2021.
Article in English | MEDLINE | ID: mdl-33897705

ABSTRACT

Background: Myeloid-derived suppressor cells (MDSCs) can prevent allograft rejection and induce immune tolerance in transplantation models. Previous studies have demonstrated that inhibition of mTOR signaling can enhance the MDSC protective effect in heart transplantation (HTx) by promoting MDSC expansion. In addition, mTOR inhibition is related to autophagy. The present study investigated the protective mechanism of mTOR-deficient monocytic MDSCs (M-MDSCs) in mouse HTx. Methods: Myeloid-specific mTOR conditional knockout mice were generated to obtain mTOR-/- M-MDSCs. The proliferation and immunosuppressive function of mTOR-/- M-MDSCs were determined by flow cytometry and T cell proliferation assays. The mTOR-/- M-MDSC intracellular autophagy levels were determined using western blotting and electron microscopy. RNAseq analysis was performed for wild-type (WT) and mTOR-/- M-MDSCs. Allogeneic HTx mouse model was established and treated with WT or mTOR-/- M-MDSCs. Enzyme-linked immunosorbent assay, flow cytometry, and immunohistochemistry assays were performed to determine WT and mTOR-/- M-MDSC-induced immune tolerance. Results: The mTOR deficiency promoted M-MDSC differentiation and enhanced intracellular autophagy levels in vivo and in vitro. mTOR deficiency also enhanced the immunosuppressive function of M-MDSCs. In addition, infusing with WT and mTOR-/- M-MDSCs prolonged cardiac allograft survival and established immune tolerance in recipient mice by inhibiting T cell activation and inducing regulatory T cells. Conclusion: mTOR deficiency enhances the immunosuppressive function of M-MDSCs and prolongs mouse cardiac allograft survival.


Subject(s)
Cell Differentiation/immunology , Heart Transplantation/methods , Myeloid-Derived Suppressor Cells/immunology , TOR Serine-Threonine Kinases/immunology , Transplantation Tolerance/immunology , Allografts/immunology , Animals , Autophagy/genetics , Autophagy/immunology , Cell Differentiation/genetics , Cell Proliferation , Gene Expression/immunology , Immune Tolerance/genetics , Immune Tolerance/immunology , Mice, Inbred BALB C , Mice, Inbred C57BL , Mice, Knockout , Microscopy, Electron, Transmission , Myeloid-Derived Suppressor Cells/metabolism , Myeloid-Derived Suppressor Cells/ultrastructure , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , TOR Serine-Threonine Kinases/deficiency , TOR Serine-Threonine Kinases/genetics , Transplantation Tolerance/genetics
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