Approximate jitter probability in the breakpoints of genome copy number variations

J. Muñoz-Minjares, Y. Shmaliy
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引用次数: 7

Abstract

The jitter probability is derived and analyzed in the breakpoints of the measured genome copy number variations (CNVs). It is supposed that measurements are provided using the high resolution array-comparative genomic hybridization (HR-CGH) microarray. We show that jitter is fundamentally inherent to the measured CNVs and that the jitter probability has the recently derived discrete skew Laplace distribution. No one estimator, even ideal, is able to provide the jitter-free breakpoints detection. The jitter region can be outlined for the required probability via measurements with known noise variances. Some simulation results are supplied.
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基因组拷贝数变异断点的近似抖动概率
推导并分析了基因组拷贝数变异(CNVs)断点的抖动概率。假设测量是使用高分辨率阵列-比较基因组杂交(HR-CGH)微阵列提供的。我们表明,抖动基本上是固有的测量cnv和抖动概率具有最近导出的离散斜拉普拉斯分布。没有一个估计器,即使是理想的,能够提供无抖动的断点检测。抖动区域可以通过测量已知的噪声方差来勾画出所需的概率。给出了一些仿真结果。
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