Application of SGCE gene as triple negative breast cancer marker
A triple-negative breast cancer and marker technology, applied in the biological field, achieves the effect of simple operation, strong specificity and high sensitivity
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Embodiment 1
[0025] Example 1 SGCE is highly expressed in breast cancer stem cells
[0026] (1) Screening from single-cell sequencing and finding that SGCE is highly expressed in breast cancer stem cell populations
[0027] Download the raw scRNA-Seq data of published TNBC patients from https: / / github.com / Michorlab / tnbc_scrnaseq website. The Scatter software package was used to perform quality control on single-cell sample data, removing samples with a sequencing depth of less than 1,000 reads, removing samples with a number of detected genes lower than 500 and greater than 10,000, and removing samples with a proportion of mitochondrial-derived reads exceeding 20%. Considering the number of high-quality epithelial cells retained by a single sample after quality control operations, we finally selected tumor epithelial cells from three tumor patients, PT039, PT089, and PT081, for downstream analysis, and grouped the cell populations according to the classification results of the original lit...
Embodiment 2
[0064] Example 2 SGCE is highly expressed in triple-negative breast cancer
[0065] (1) Using TCGA database to analyze the expression level of SGCE in different types of breast cancer
[0066] The result is as figure 2(A) shows: Download the samples of different types of breast cancer patients including Luminal A type, Luminal B type, Her2 and triple-negative breast cancer in the TCGA database, analyze the expression of SGCE in these breast cancer patients and find that SGCE is in The expression level of triple-negative breast cancer is higher than that of other types of breast cancer, and the degree of malignancy of triple-negative breast cancer is higher than that of other three types of breast cancer. The expression level of SGCE is low in breast cancer, and the expression level of SGCE is positively correlated with the malignancy of breast cancer.
[0067] (2) Analyze the expression of SGCE at the protein level in normal breast epithelial cells and triple-negative breas...
Embodiment 3
[0085] Example 3 High expression of SGCE corresponds to poor prognosis of TNBC patients
[0086] Using the kmplot website (http: / / kmplot.com / analysis / ), the relationship between the expression of SGCE and the prognosis and survival rate of breast cancer patients was analyzed ( image 3 ). The high expression of SGCE indicates that the survival period of breast cancer patients is shorter (except Luminal A type), especially the recurrence-free survival (RFS) and disease-free survival (DMFS) prognosis of patients with low SGCE expression in TNBC are good, and in embodiment 2 simultaneously The experimental results also prove that compared with other types of breast cancer, SGCE has the highest expression level in patients with triple-negative breast cancer. These data reveal that the expression level of SGCE is closely related to the malignant process and prognosis of breast cancer, and the high expression of SGCE is closely related to the malignant degree of breast cancer. Posi...
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