Department of Bioengineering, Stanford University and Howard Hughes Medical Institute, Stanford, California, United States of America.
PLoS One. 2010 May 3;5(5):e10439. doi: 10.1371/journal.pone.0010439.
We recently demonstrated noninvasive detection of fetal aneuploidy by shotgun sequencing cell-free DNA in maternal plasma using next-generation high throughput sequencer. However, GC bias introduced by the sequencer placed a practical limit on the sensitivity of aneuploidy detection. In this study, we describe a method to computationally remove GC bias in short read sequencing data by applying weight to each sequenced read based on local genomic GC content. We show that sensitivity is limited only by counting statistics and that sensitivity can be increased to arbitrary precision in sample containing arbitrarily small fraction of fetal DNA simply by sequencing more DNA molecules. High throughput shotgun sequencing of maternal plasma DNA should therefore enable noninvasive diagnosis of any type of fetal aneuploidy.
我们最近通过使用下一代高通量测序仪对母体外周血游离 DNA 进行“鸟枪法”测序,实现了对胎儿非整倍体的无创检测。然而,测序仪带来的 GC 偏倚对非整倍体检测的灵敏度造成了实际限制。在这项研究中,我们描述了一种通过为每个测序读段分配基于局部基因组 GC 含量的权重来计算去除短读测序数据中 GC 偏倚的方法。我们发现,灵敏度仅受计数统计的限制,并且通过测序更多的 DNA 分子,即使在仅含有极少量胎儿 DNA 的样本中,灵敏度也可以任意精度提高。因此,高通量“鸟枪法”测序母体外周血游离 DNA 应该能够实现对任何类型胎儿非整倍体的无创诊断。