Reagent for auxiliary diagnosis of liver cancer, and application of reagent in preparation of kit
A technology of auxiliary diagnosis and kit, which is applied in the field of detection of methylation sites, can solve problems such as unsatisfactory sensitivity and specificity, short survival period, hidden onset of liver cancer, etc., and achieve good classification performance
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Embodiment 1
[0040] Example 1. Screening of gene methylation sites
[0041] The methylation data and clinical information of 379 cancer tissues and 50 paracancerous tissues were downloaded from the TCGA dataset (https: / / tcga.xenahubs.net) of the UCSC Xena website. The methylation data and clinical information of 355 cases of cancer tissues, 66 cases of paracancerous tissues, 10 cases of normal samples and 9 cases of liver cirrhosis were downloaded from the GEO database of the National Center for Biotechnology Information (NCBI). In addition, 34 pairs of liver cancer tissue samples and their adjacent normal tissue samples from patients with primary liver cancer were collected to detect and analyze the methylation levels of DNA methylation markers in the samples. We label this dataset as LiverNGS, see Table 1.
[0042] Table 1
[0043]
[0044] Differential analysis was performed on the two datasets GSE and LIHC, and shared differentially methylated sites were selected to construct a cl...
Embodiment 2
[0045] Embodiment 2, the analysis method of clinical sample
[0046] Samples of 34 pairs of liver cancer tissues and their adjacent normal tissues collected from patients with primary liver cancer were used to detect and analyze the methylation levels of DNA methylation markers in the samples. In the present invention, relevant liver cancer and adjacent normal tissues were obtained from the hospital, approved by the Medical Research Ethics Committee, and all subjects signed the informed consent. The diagnosis of liver cancer tissue and adjacent normal tissue was based on the final hospital pathological diagnosis. The samples were stored in a -80°C refrigerator until use. The experimental procedure is as follows:
[0047] 1. Sample preparation
[0048] The sample preparation of the present invention is to extract 50 mg of fresh liver cancer tissue and fresh para-cancerous tissue through TIANamp Genomic DNA Kit, and wash it with 100 μL of eluent. The extracted genomic DNA ne...
Embodiment 3
[0087] Example 3, a single methylation site is used to predict liver cancer
[0088] The methylation sites cg22158769 and cg12206199 of LOC375196 were used to predict liver cancer respectively. Based on the classification model of Logistic regression analysis of these two CpG sites, the LiverNGS sequencing data of clinical liver cancer tissue and its adjacent normal tissue samples were used as the validation set. It shows that the classification model has better classification and discrimination ability, and the results are shown in Table 4. It can be seen from the table that a single methylation site of LOC375196 also has better classification performance.
[0089] Table 4
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