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

Active Publication Date: 2020-02-21
裕策医疗器械江苏有限公司
View PDF7 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

First of all, TMB differences between different cancer types are large, and the same database filtering method cannot guarantee the accurate removal of germline gene mutations in all cancer types; secondly, this method is highly dependent on the quality and diversity of public databases. Unable to make precise descriptions of the mutant backgrounds of races not in the database

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Tumor mutation load detection method, device and storage medium
  • Tumor mutation load detection method, device and storage medium
  • Tumor mutation load detection method, device and storage medium

Examples

Experimental program
Comparison scheme
Effect test

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.

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention provides a tumor mutational load detecting method, a device and a storage medium. The method comprises the steps of acquiring mutation frequency data of a single testing sample, whereinthe mutation frequency data comprise the site mutation frequency of a sample target area, comparing the site mutation frequency with a preset threshold for obtaining a mononucleotide mutation which ishigher than the threshold, and eliminating meaningless mutation in mononucleotide mutation for obtaining the number of effective mononucleotide mutations; acquiring Indel mutation frequency data of the single testing sample, wherein the Indel mutation frequency data comprises the Indel mutation frequency of the sample target area, comparing the Indel mutation frequency with a preset threshold forobtaining the number of the Indel mutations which are higher than the threshold; calculating the number of the tumor mutational load according to a number evaluation formula of the tumor mutational load, wherein the number estimation formula comprises the weight item of the number of the effective mononucleotide mutations and the weight item of the number of the Indel mutations. The method according to the invention accurately detects the TMB index of the lung cancer sample under a precondition of no dependence to a common database and a normal pairing comparison sample.

Description

Technical field [0001] The invention relates to the technical field of tumor detection, in particular to a method, device and storage medium for detecting tumor mutation burden. Background technique [0002] Programmed Cell Death protein 1 (PD-1) is a protein usually expressed on the surface of cells, which regulates the immune system by reducing the inflammatory response of immune cells to cells and prevents the occurrence of autoimmunity. PD-1's ligand PD-L1 can specifically neutralize PD-1, thereby restarting the immune system's killing effect on cells. This phenomenon is also called immune checkpoint suppression. Drugs developed through immune checkpoint suppression mechanisms (such as CTLA-4 and PD-L1) have been found to have encouraging therapeutic effects in cancer treatment in recent years. [0003] Canceration of cells is usually the result of long-term accumulation of genetic mutations in somatic cells, but not all somatic mutations can cause cell canceration. The curr...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
Patent Type & Authority Patents(China)
IPC IPC(8): G16B20/20G16B20/50G16B30/00
Inventor 倪帅李淼陈龙昀张艳鹏但旭陈超
Owner 裕策医疗器械江苏有限公司
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products