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RARE VARIANT CALLS IN ULTRA-DEEP SEQUENCING

机译:超深层排序中的稀有变量调用

摘要

Accurate variant calling methods for low frequency variants are provided. Sequence reads of targeted ultra-deep sequencing are received and aligned to a reference sequence. Read depths and variant counts for variants of the same class at each location where the reference allele exists on the reference sequence are determined for each sample-amplicon. Based on the read depths and variant counts, a probability value indicating the confidence level that a specific variant at a specific location is a true positive is calculated using methods such as a statistical model based method and a localized method using a reference sample. The probability value is then compared with a threshold level to determine whether the detected variants are true positives.
机译:提供了用于低频变型的准确变型调用方法。接收靶向超深度测序的序列读数,并将其与参考序列进行比对。对于每个样品扩增子,确定在参考序列上存在参考等位基因的每个位置处相同类别的变体的读取深度和变体计数。基于所读取的深度和变异计数,使用诸如基于统计模型的方法和使用参考样本的局部化方法之类的方法来计算指示在特定位置处的特定变异为真实阳性的置信度的概率值。然后将概率值与阈值水平进行比较,以确定检测到的变异是否为真阳性。

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