Construction method of tumor microenvironment scoring system for predicting gastric cancer immunotherapy and molecular probe
A tumor microenvironment and molecular probe technology, applied in the field of molecular probes to detect the expression level of each gene in a gene set, can solve the problems of lack of standardization of antibodies and staining, incomplete mechanism of immunotherapy, and neglect of tumor living environment, etc. Achieve the effect of short manual operation time, less specimen volume, and saving medical resources
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Embodiment 1
[0057] Example 1 The multigene scoring model of the tumor microenvironment of the present invention and its construction method
[0058] The construction method of the multigene scoring model that is used to evaluate tumor microenvironment, the steps are as follows:
[0059] (1) Affymetrix chip normalized data of 300 patients with gastric cancer; the data is derived from GSE62254 (obtained from NCBI public database);
[0060] (2) Evaluate the composition of immune cells in the tumor microenvironment on the sequencing data through CIBERSORT and MCP-counter algorithms, and obtain the composition evaluation results of 23 kinds of immune cells;
[0061] (3) Unsupervised clustering of immune cells in the tumor microenvironment by consensuclusterplus2 to obtain different types of tumor microenvironment;
[0062] (4) Through pairwise difference analysis and random forest machine learning algorithm, 244 gene sets that can evaluate the tumor microenvironment score are finally determined...
Embodiment 2
[0086] Example 2 Example of Gastric Cancer Patient Sample Detection
[0087] In this example, among the 70 specimens collected from 5 clinical centers (Nanfang Hospital of Southern Medical University, Cancer Center of Sun Yat-sen University, Guangdong Provincial Hospital of Traditional Chinese Medicine, The Sixth Affiliated Hospital of Sun Yat-sen University, and the First Affiliated Hospital of Sun Yat-sen University), 48 The samples with good RNA quality were used for subsequent detection. Formalin-fixed paraffin-embedded (FFPE) or fresh-frozen tumor tissue was collected from patients at multiple clinical centers before receiving checkpoint immunotherapy. Tumor response to immunotherapy was evaluated according to RECIST 1.1 criteria.
[0088] step one:
[0089] 1. Extraction of RNA from tumor tissues of patients with gastric cancer
[0090] ① First, put the tissue of the tumor sample directly into the mortar, add a small amount of liquid nitrogen, and grind it quickly. Af...
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