Title :
Accurate detection of SNPs using base-specific cleavage and mass spectrometry
Author :
Sun, Ruimin ; Gao, Xiang ; Han, Nanyu ; Wu, Qiong ; Mu, Yuguang ; Tang, Kai ; Chen, Xin
Author_Institution :
Sch. of Phys. & Math. Sci., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
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.
Keywords :
DNA; RNA; bioinformatics; laser applications in medicine; molecular biophysics; time of flight mass spectra; MALDI-TOF MS; SNP detection algorithm; SnpMs program; base-specific cleavage; base-specific mass spectra; clinical diagnosis; downstream analysis; genetic mapping; matrix-assisted laser desorption/ionization time-of-flight mass spectrometry; single nucleotide polymorphisms; single-stranded nucleic acids; virus identification; Bioinformatics; DNA; Mass spectroscopy; Signal to noise ratio; Software algorithms; Wireless sensor networks; algorithm; base-specific cleavage; genotyping; mass spectrometry; single-nucleotide polymorphism;
Conference_Titel :
Bioinformatics and Biomedicine (BIBM), 2012 IEEE International Conference on
Conference_Location :
Philadelphia, PA
Print_ISBN :
978-1-4673-2559-2
Electronic_ISBN :
978-1-4673-2558-5
DOI :
10.1109/BIBM.2012.6392727