Title :
Base calling error rates in next-generation DNA sequencing
Author :
Shamaiah, Manohar ; Vikalo, Haris
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Texas at Austin, Austin, TX, USA
Abstract :
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.
Keywords :
biology; statistical analysis; Viterbi algorithm; base calling error rates; error rate performance; maximum likelihood solution; next generation DNA sequencing; reversible terminator chemistry; statistical model; Bioinformatics; Computational modeling; DNA; Error analysis; Genomics; Upper bound; Viterbi algorithm;
Conference_Titel :
Statistical Signal Processing Workshop (SSP), 2012 IEEE
Conference_Location :
Ann Arbor, MI
Print_ISBN :
978-1-4673-0182-4
Electronic_ISBN :
pending
DOI :
10.1109/SSP.2012.6319796