Bladder cancer depleted NKT cell subset, characteristic gene and application thereof
A technology of NKT cells and genes, applied in the field of tumor molecular biology, can solve the problems of TIL types and inhibition pathways that are not fully understood
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Embodiment 1
[0042] Example 1 Single Cell Transcriptome Sequencing
[0043] 1. Clinical sample collection
[0044] In this study, peripheral blood, bladder cancer tissues and adjacent normal tissues of 3 patients with bladder urothelial carcinoma were selected, which were collected and provided by Xuanwu Hospital of Capital Medical University. All patients provided written informed consent. Surgically resected bladder cancer tissues, adjacent normal tissues and peripheral blood were collected from patients. All patients were required to have no history of autoimmune diseases or other cancers, bladder cancer who had not received neoadjuvant chemotherapy or other anti-tumor treatments before surgery, and the tumor diameter was greater than 1cm. For sample collection, the fresh sample should be transported back to the laboratory at 4°C immediately after the operation, and the cell separation experiment should be carried out within 2 hours to ensure the maximum activity of the cells.
[004...
Embodiment 2
[0068] Example 2 Gene expression analysis of different cell subpopulations
[0069] Through single-cell transcriptome sequencing, according to Cellranger data statistics, Seurat standardization, dimensionality reduction, clustering, etc., the sequencing results were analyzed, and clustering was performed according to the gene expression between cells. Cluster analysis was used to identify cell subtypes. According to the clustering results, the t-SNE dimensionality reduction algorithm is used to display the distribution of cells in two-dimensional space. The specific analysis method is as follows:
[0070] (1) Data standardization and noise reduction
[0071] Seurat uses the global normalization method "LogNormalize" to standardize the gene expression matrix by default. For each cell, the expression of each gene is divided by the overall expression of the cell, that is, converted to relative abundance, and then multiplied by Normalization factor (default 10000), and then perf...
Embodiment 3
[0094] Example 3CD8 + Pathway enrichment analysis of differentially expressed genes in exhausted NKT cells
[0095] Gene pathway enrichment analysis is the process of analyzing the metabolic pathways and functions of genes in cells. In the present invention, Matescape is used to perform pathway enrichment analysis on differentially expressed genes. Metascape is a portal website that provides gene annotation and analysis resources. The website is http: / / metascape.org. It integrates more than 40 biological information databases, such as GO / KEGG terms, canonical pathways, hall mark gene sets, UniProt and DrugBank, etc. Commonly used databases are included. We can conveniently use this website for functional enrichment analysis of biological pathways and protein interaction network structure analysis. We submit the list of differential genes of the cluster to be analyzed on the homepage of the website, select the species information as H.sapiens, and then click the analysis opti...
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