DocumentCode
3541349
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
fYear
2012
fDate
5-8 Aug. 2012
Firstpage
692
Lastpage
695
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Statistical Signal Processing Workshop (SSP), 2012 IEEE
Conference_Location
Ann Arbor, MI
ISSN
pending
Print_ISBN
978-1-4673-0182-4
Electronic_ISBN
pending
Type
conf
DOI
10.1109/SSP.2012.6319796
Filename
6319796
Link To Document