Method for detection of insertion deletion mutation based on second generation sequencing, device and storage medium

An insertion-deletion and mutation detection technology, which is applied in biochemical equipment and methods, microbial measurement/inspection, genomics, etc., can solve the problems of low sensitivity of low-frequency mutation detection, large sample consumption, long running time, etc., to reduce Running time and computing resources, strong sensitivity and specificity, fast and accurate detection effect

Active Publication Date: 2018-10-23
深圳裕策生物科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The PCR method has the characteristics of high sensitivity, and the technology is mature, but each pair of primers can only detect one mutation, and cannot detect too many samples and sites at the same time, and the throughput is low, so it is not suitable for multiple targets in a large number of clinical samples screening or testing
The cost of Sanger sequencing is low, but the amount of sample required is large, and the detection sensitivity for low-frequency mutations is

Method used

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  • Method for detection of insertion deletion mutation based on second generation sequencing, device and storage medium
  • Method for detection of insertion deletion mutation based on second generation sequencing, device and storage medium
  • Method for detection of insertion deletion mutation based on second generation sequencing, device and storage medium

Examples

Experimental program
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Effect test

Embodiment 1

[0110] The samples used in this example are the standard products purchased from the official website of Horizon, among which there are 3 positive standard products Q1, Q3 and Q5 in the samples to be tested, and the theoretical VAFs corresponding to the positive sites are 1%, 3% and 5% respectively; A negative control sample Q0. The specific steps of paired sample detection in this embodiment are as follows:

[0111] 1. Use the BAM files of Q1, Q3, Q5 and the control sample Q0 to extract the candidate somatic InDel mutation sets of the 3 samples to be tested.

[0112] 2. Obtain the unfiltered InDel results of the three samples to be tested through the primary filtering step, and then count the mutation support number and VAF at the corresponding position in the control sample Q0.

[0113] 3. Statistically compare detailed information at and around the site obtained after the primary filtering step in the three samples to be tested.

[0114] 4. Through advanced filtering step...

Embodiment 2

[0127] In this example, the sample to be tested is one of the InDel-positive samples in the external quality assessment, which contains a deletion of exon 19 of EGFR, and the VAF is 45% to 55%. The specific steps of single-sample detection in this embodiment are as follows:

[0128] 1. Use the BAM file of the sample to be tested to extract the candidate InDel mutation set.

[0129] 2. Through the primary filtering step, the set of candidate InDel mutations is initially filtered.

[0130] 3. Statistically compare detailed information at and around the site obtained after the primary filtering step in the sample to be tested.

[0131] 4. Through advanced filtering steps, the unfiltered InDel detection results in the samples to be tested are finally obtained.

[0132] The test results showed that EGFR p.Glu746_Ala750del was finally detected in this case, and the detected VAF was 46.27%, which was consistent with the results of external quality assessment of InDel-positive sampl...

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Abstract

The present application discloses a method for detection of insertion deletion mutation based on second generation sequencing, a device and a storage medium. The method comprises the following steps:comparing a sample to be tested with a file of a reference genome to extract a set of candidate mutation sites with mutation allele frequency being greater than or equal to a threshold; filtering to remove sites in a short tandem repeat region; making detail statistics of comparison information of the mutation sites and comparison information surrounding the mutation sites, wherein the comparisoninformation includes InDel site and reference base support number, comparison quality, coverage depth, surrounding non-reference base and other insertion deletion mutations, surrounding read quality;and filtering to remove sites that do not reach the set threshold according to statistical information to obtain mutation results. The method does not require partial assembly, and filters second-generation sequencing data in advance to quickly eliminate most of false positive results caused by the comparison, reduces detection running time and computing resources, improves detection efficiency, has strong sensitivity and specificity, and can quickly and accurately detect InDel mutations.

Description

technical field [0001] The present application relates to the field of gene mutation detection, in particular to a next-generation sequencing-based insertion-deletion mutation detection method, device and storage medium. Background technique [0002] Cancer is one of the most important non-communicable diseases in the world, and it is also a disease with a high mortality rate. In my country, nearly 4.3 million people are diagnosed with cancer every year, and more than 2.8 million people die of cancer. [0003] Anti-tumor targeted drugs are currently more effective means of treating cancer. Some targeted drugs target insertion-deletion mutations in key genes, hereinafter referred to as InDel mutations, to play a role. It is generally recommended clinically that these drugs be tested for the corresponding target genes before being used for tumor treatment to determine whether the targeted drug is suitable or which drug to use. [0004] At present, common methods for detecting...

Claims

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Application Information

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IPC IPC(8): C12Q1/6827C12Q1/6869G06F19/18
CPCG16B20/00C12Q1/6827C12Q1/6869C12Q2535/122
Inventor 陈龙昀李淼高志博王佳茜陈超杨洁
Owner 深圳裕策生物科技有限公司
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