DocumentCode
51586
Title
Nonoverlapping Clone Pooling for High-Throughput Sequencing
Author
Kuroshu, Reginaldo M.
Author_Institution
Inst. de Cienc. e Tecnol., Univ. Fed. de Sao Paulo, Sao Josedos Campos, Brazil
Volume
10
Issue
5
fYear
2013
fDate
Sept.-Oct. 2013
Firstpage
1091
Lastpage
1097
Abstract
Simultaneously sequencing multiple clones using second-generation sequencers can speed up many essential clone-based sequencing methods. However, in applications such as fosmid clone sequencing and full-length cDNA sequencing, it is important to create pools of clones that do not overlap on the genome for the identification of structural variations and alternatively spliced transcripts, respectively. We define the nonoverlapping clone pooling problem and provide practical solutions based on optimal graph coloring and bin-packing algorithms with constant absolute worst-case ratios, and further extend them to cope with repetitive mappings. Using theoretical analysis and experiments, we also show that the proposed methods are applicable.
Keywords
DNA; bioinformatics; genetics; genomics; molecular biophysics; bin-packing algorithms; clone-based sequencing methods; constant absolute worst-case ratios; fosmid clone sequencing; full-length cDNA sequencing; genome; graph coloring algorithms; high-throughput sequencing; nonoverlapping clone pooling problem; second-generation sequencers; spliced transcripts; structural variation identification; Approximation algorithms; Approximation methods; Bioinformatics; Cloning; Genomics; Sequential analysis; Bin-packing; graph coloring; next-generation sequencing; nonoverlapping clone pooling;
fLanguage
English
Journal_Title
Computational Biology and Bioinformatics, IEEE/ACM Transactions on
Publisher
ieee
ISSN
1545-5963
Type
jour
DOI
10.1109/TCBB.2013.83
Filename
6565323
Link To Document