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MOSAIC: A Modular Single-Molecule Analysis Interface for Decoding Multistate Nanopore Data

机译:MOSAIC:用于解码多态纳米孔数据的模块化单分子分析接口

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摘要

Biological and solid-state nanometer-scale pores are the basis for numerous emerging analytical technologies for use in precision medicine. We developed Modular Single-Molecule Analysis Interface (MOSAIC), an open source analysis software that improves the accuracy and throughput of nanopore-based measurements. Two key algorithms are implemented: ADEPT, which uses a physical model of the nanopore system to characterize short-lived events that do not reach their steady-state current, and CUSUM+, a version of the cumulative sum statistical method optimized for longer events that do. We show that ADEPT detects previously unreported conductance states that occur as double-stranded DNA translocates through a 2.4 nm solid-state nanopore and reveals new interactions between short single-stranded DNA and the vestibule of a biological pore. These findings demonstrate the utility of MOSAIC and the ADEPT algorithm, and offer a new tool that can improve the analysis of nanopore-based measurements.
机译:生物和固态纳米级孔是用于精密医学的众多新兴分析技术的基础。我们开发了模块化单分子分析接口(MOSAIC),这是一种开源分析软件,可以提高基于纳米孔的测量的准确性和通量。实现了两个关键算法:ADEPT,它使用纳米孔系统的物理模型来表征未达到稳态电流的短暂事件;以及CUSUM +,一种针对较长事件进行了优化的累积和统计方法的版本。 。我们显示,ADEPT检测到以前未报告的电导状态,该状态发生在双链DNA通过2.4 nm固态纳米孔移位时,揭示了短的单链DNA与生物孔的前庭之间的新相互作用。这些发现证明了MOSAIC和ADEPT算法的实用性,并提供了可以改善基于纳米孔的测量分析的新工具。

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