Tumor mutation load detection method, device and storage medium
A mutation load and tumor technology, applied in the field of tumor detection, can solve the problems of large differences, the inability to make an accurate description of the mutation background, and the inability to ensure the precise removal of germline gene mutations, etc., to reduce manpower consumption, reduce dependence, and reduce Calculate the effect of resource consumption
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Embodiment 1
[0084] In the following examples, the training data: the single nucleotide mutation frequency data generated by the Shenzhen Yuce Biotechnology Co., Ltd. YuceOne Plus chip sequencing of the control samples of 360 healthy people and the 110 healthy population control samples were passed by Shenzhen Yuce Biotechnology Co., Ltd. Indel mutation frequency data generated by YuceOne Plus chip sequencing. Test data: The mutation results obtained by the Shenzhen Yuce Biotechnology Co., Ltd. YuceOne Plus chip sequencing of the tissue samples of 11 lung cancer patients, including single nucleotide mutation frequency data and Indel mutation frequency data.
[0085] 360 healthy control samples were sequenced by YuceOne Plus chip from Shenzhen Yuce Biotechnology Co., Ltd., and the reads obtained from the sequencing were compared with the human reference genome to obtain the comparison result in BAM format. Then use Samtools software to convert BAM format files into pileup format files. In the...
Embodiment 2
[0092] 23 cases of various cancer tissue test samples were sequenced through YuceOne Plus chip of Shenzhen Yuce Bio-Biotechnology Co., Ltd., and the obtained single-nucleotide mutation frequency data and Indel mutation frequency data were calculated using the method of the present invention, and then the same sample and The matched control sample was used to calculate the TMB using the whole exome two-sample sequencing method. Fitting the TMB obtained by the two methods, the fitting result R-square is 0.72, Adjusted R-square is 0.68, and Pearson's correlation coefficient is 0.85( Image 6 ). Compared with the results of 11 cases of lung cancer in Example 1, the method of the present invention can also be applied to the TMB detection of other cancer types.
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