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Base calling error rates in next-generation DNA sequencing

机译:下一代DNA测序中的碱基检出错误率

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We study the problem of base calling in next-generation DNA sequencing platforms that rely on reversible terminator chemistry. After reviewing a statistical model of the generated signal and the Viterbi algorithm for finding the maximum-likelihood solution to the base calling problem, we present a closed form expression for the upper bound on the probability of base calling error. Simulation results demonstrate that the derived upper bound provides a useful characterization of the error rate performance of the considered sequencing platform.
机译:我们研究了依赖可逆终止子化学作用的下一代DNA测序平台中碱基调用的问题。在回顾了生成信号的统计模型和维特比算法以找到基本调用问题的最大似然解后,我们给出了基本调用错误概率上限的封闭形式表达式。仿真结果表明,导出的上限为所考虑的测序平台的错误率性能提供了有用的表征。

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