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Method for detecting chromosomal structural abnormalities and device for this

机译:染色体结构异常的检测方法及装置

摘要

Computer-implemented method for detecting chromosomal structural abnormalities, comprising: acquiring a sequencing result of the entire genome of a target individual or target individuals, wherein the sequencing result includes multiple pairs of reads, each pair of reads consisting of two sequences readings located respectively at two ends of a given chromosome fragment, and each pair of reads is derived separately from the positive and negative strands of the corresponding chromosome fragment, or both the positive and negative strands of the corresponding chromosome fragment ; aligning the sequencing result with a reference sequence, to obtain a mismatch set, in which the mismatch set includes a first type of read pairs in which the two read sequences in the first type of pair of reads reads are respectively paired with chromosomes different from the reference sequence; grouping the read sequences into the mismatch set based on their paired positions, where each cluster contains single-ended read sequences from a group of read pairs, and the read sequences from the other end corresponding reside in another grouping; filter the clusters resulting from the clustering, including calculating the compactness of each cluster and filtering out clusters that have a compactness that does not meet a preset compactness requirement (R-va) and clusters paired with them, where the compactness is indicates by variance, in which the variance of the position of each reading in a cluster with respect to the center or center of gravity of the cluster is calculated, and in which the smaller the variance, the greater the compactness; and obtaining the filtered result groupings containing the first type of reading pairs, and based on said filtered result groupings determining the occurrence of translocation-type chromosomal structural abnormality.
机译:用于检测染色体结构异常的计算机实现的方法,包括:获取靶个体或靶个体的整个基因组的测序结果,其中所述测序结果包括多对读段,每对读段由分别位于两个位置的两个序列读段组成。给定染色体片段的两端,每一对读数分别来自相应染色体片段的正链和负链,或相应染色体片段的正链和负链;将测序结果与参考序列进行比对,以获得错配集,其中错配集包括第一类读对,其中第一类读对中的两个读序列分别与不同于该对的染色体配对。参考序列根据它们的配对位置将阅读序列分为错配集,其中每个簇包含来自一组阅读对的单端阅读序列,而来自另一端的阅读序列对应于另一组;过滤由聚类产生的聚类,包括计算每个聚类的紧密度,并过滤出具有不满足预设紧密度要求(R-va)的紧密度的聚类以及与它们配对的聚类,其中紧密度由方差表示其中,计算簇中每个读数相对于簇的中心或重心的位置的方差,并且方差越小,紧实度越大;获得包含第一类阅读对的过滤结果分组,并基于所述过滤结果分组确定易位型染色体结构异常的发生。

著录项

  • 公开/公告号ES2766860T3

    专利类型

  • 公开/公告日2020-06-15

    原文格式PDF

  • 申请/专利权人 BGI GENOMICS CO. LTD.;

    申请/专利号ES13884613T

  • 发明设计人 YANG CHUANCHUN;

    申请日2013-05-15

  • 分类号C12Q1/6869;G16B30;G16B40;

  • 国家 ES

  • 入库时间 2022-08-21 11:15:22

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