Improving Jitter Distribution in the Breakpoints of Genome CNVs

J. M. Minjares, Y. Shmaliy
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Abstract

The copy number variations (CNVs) are a form of structural genetic changes which are recognized to have an importance for diagnosing human disease. Therefore, accurate estimation of the CNVs using high resolution technologies has been under peer attention in both research and clinical applications during last decades. We propose a more accurate approximation for jitter distribution in the CNVs breakpoints based on the modif ed Bessel function of the second kind and zeroth order. We show that the modif ed distribution allows improving the estimates of the CNVs when the segmental signal-to-noise ratio is small and extremely small.
改进基因组cnv断点抖动分布
拷贝数变异(CNVs)是一种被认为对诊断人类疾病具有重要意义的结构遗传变化形式。因此,在过去的几十年里,利用高分辨率技术准确估计CNVs在研究和临床应用中都受到了同行的关注。我们提出了一种基于修正的第二类零阶贝塞尔函数的更精确的CNVs断点抖动分布近似。我们表明,当片段信噪比很小或非常小时,改进的分布允许改进CNVs的估计。
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