Mature B cell tumor typing marker and application thereof
A B cell and marker technology, applied in the field of biomedicine, can solve problems such as difficulty in subtype diagnosis, and achieve the effect of overcoming the dependence of clinical experience
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Embodiment 1
[0049] Screening for markers for typing of mature B-cell neoplasms.
[0050] 1. Research and select candidate markers.
[0051] After a comprehensive search and screening in the PubMed database, combined with the inventor's experience in clinical practice, 175 genes related to hematological tumors as shown in the table below were selected as NGS detection panels and preset as model predictors.
[0052] Table 1. Genes associated with hematologic malignancies
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[0054]
[0055] 2. Data collection and cleaning.
[0056] 1) Conduct a comprehensive search and screening in the COSMIC (the Catalog Of Somatic Mutations In Cancer) database, and collect subtype diagnostic data of cases diagnosed as mature B-cell tumors in the COMSIC database (COMSIC database data collection deadline: 2020.5.20), The results are shown in the table below.
[0057] Table 2. COSMIC database case collection and case retention after variation classification
[0058]
[0059] 2) Collect th...
Embodiment 2
[0089] Model evaluation.
[0090] 1. External data collection.
[0091] 1) Collect subjects' samples (peripheral blood, bone marrow, tissue / lymph nodes, etc.) and subjects' clinical subtype diagnosis data, and the results are shown in the table below.
[0092] Table 4. Case collection and case retention after variation classification
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[0094] 2) Data acquisition.
[0095] QIAsymphony DSP DNA Mini Kit was used to extract DNA from the subject’s samples, and the QIAGEN QIAseq FX DNA Library Kit was used to construct and purify the library. Based on the 175 genes described in Example 1, NGS was established according to conventional laboratory methods. The detection panel is captured by probe hybridization, and the Illumina Novaseq6000 sequencer is selected as the NGS sequencing platform to obtain the original NGS detection result data of each sample and establish a data set (data set PA);
[0096] Perform variation cleaning and screening of data set PA according to ...
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