DocumentCode :
3703455
Title :
2SNV: Quasispecies reconstruction from PacBio reads
Author :
Alexander Artyomenko;Nicholas C. Wu;Serghei Mangul;Eleazar Eskin;Ren Sun;Alex Zelikovsky
Author_Institution :
Department of Computer Science, Georgia State University, Atlanta, 30302-3994, United States
fYear :
2015
Firstpage :
1
Lastpage :
1
Abstract :
Pacific Biosciences (PacBio) sequencing is providing thousands of reads with the length up to 10,000 bases. In most cases this length is enough to cover entire region of interest however this technology has high (≈15%) error rate. We propose a method for viral haplotype reconstruction using long SMRT reads. The proposed method based on correlation between SNVs and maximum likelihood for frequency estimation. When applied to PacBio reads from an Influenza A Virus (IAV) sample with ten variants, our method was able to reconstruct the nine most frequent.
Keywords :
"Sequential analysis","Cloning","Bioinformatics","Electronic mail","Frequency estimation","Sociology"
Publisher :
ieee
Conference_Titel :
Computational Advances in Bio and Medical Sciences (ICCABS), 2015 IEEE 5th International Conference on
Type :
conf
DOI :
10.1109/ICCABS.2015.7344730
Filename :
7344730
Link To Document :
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