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Accurate detection of SNPs using base-specific cleavage and mass spectrometry

机译:使用碱基特异性裂解和质谱技术准确检测SNP

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Accurate detection of single-nucleotide polymorphisms (SNPs) is crucial for the success of many downstream analyses such as clinical diagnosis, virus identification, genetic mapping and association studies. Among many others, one valuable approach for SNP detection is based on the base-specific cleavage of single-stranded nucleic acids followed by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) analysis. In this paper, we present a new SNP detection algorithm, which in particular permits an efficient and effective integration of the information in four complementary base-specific mass spectra. The new algorithm was implemented in a program called SnpMs. Comparative evaluation has been carried out on both simulated and real biological datasets, where experimental results clearly demonstrated the high ability of SnpMs as a tool to accurately detect SNPs.
机译:准确检测单核苷酸多态性(SNP)对于许多下游分析(例如临床诊断,病毒鉴定,遗传作图和关联研究)的成功至关重要。在许多其他方法中,一种用于SNP检测的有价值的方法是基于对单链核酸的碱基特异性裂解,然后进行基质辅助激光解吸/电离飞行时间质谱(MALDI-TOF MS)分析。在本文中,我们提出了一种新的SNP检测算法,该算法尤其允许在四个互补的碱基特定质谱图中高效且有效地集成信息。新算法在名为SnpMs的程序中实现。在模拟和真实生物学数据集上都进行了比较评估,其中实验结果清楚地证明了SnpMs作为准确检测SNPs的工具的高能力。

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