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USING CELL-FREE DNA FRAGMENT SIZE TO DETERMINE COPY NUMBER VARIATIONS

机译:使用无细胞的DNA片段大小来确定拷贝数变异

摘要

Disclosed are methods for determining copy number variation (CNV) associated with a variety of medical conditions. In some embodiments, methods are provided for determining copy number variation (CNV) of fetuses using maternal samples comprising maternal and fetal cell free DNA. In some embodiments, methods are provided for determining CNVs associated with a variety of medical conditions. Some embodiments disclosed herein provide methods to improve the sensitivity and/or specificity of sequence data analysis by deriving a fragment size parameter, such as a size-weighted coverage or a fraction of fragments in a size range. In some embodiments, the fragment size parameter is adjusted to remove within-sample GC-content bias. In some embodiments, removal of within-sample GC-content bias is based on sequence data corrected for systematic variation common across unaffected training samples. Also disclosed are systems and computer program products for evaluation of CNV of sequences of interest.
机译:公开了用于确定与各种医疗条件相关的拷贝数变异(CNV)的方法。在一些实施方案中,提供了用于使用母体样品的母体样品确定胎儿的拷贝数变异(CNV)的方法。在一些实施方案中,提供了用于确定与各种医疗条件相关的CNV的方法。本文公开的一些实施例提供了通过导出片段大小参数来改善序列数据分析的灵敏度和/或特异性的方法,例如尺寸范围的尺寸加权覆盖或片段的一部分。在一些实施例中,调整片段大小参数以去除样本内的GC含量偏压。在一些实施方案中,去除样品内GC含量偏压基于用于在未受影响的训练样本中共同的系统变化的序列数据。还公开了用于评估感兴趣序列的CNV的系统和计算机程序产品。

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