TY - JOUR
T1 - OMACC
T2 - an Optical-Map-Assisted Contig Connector for improving de novo genome assembly.
AU - Chen, Yi Min
AU - Yu, Chun Hui
AU - Hwang, Chi Chuan
AU - Liu, Tsunglin
N1 - Funding Information:
We thank Dr. Arthur Chun-Chieh Shih and Dr. Tien-Hao Chang for their careful readings and suggestions for our manuscript. This work is supported by National Science Council, Taiwan (NSC 102-2627-B-006-003 and NSC 103-2911-I-006-301).
PY - 2013
Y1 - 2013
N2 - Genome sequencing and assembly are essential for revealing the secrets of life hidden in genomes. Because of repeats in most genomes, current programs collate sequencing data into a set of assembled sequences, called contigs, instead of a complete genome. Toward completing a genome, optical mapping is powerful in rendering the relative order of contigs on the genome, which is called scaffolding. However, connecting the neighboring contigs with nucleotide sequences requires further efforts. Nagarajian et al. have recently proposed a software module, FINISH, to close the gaps between contigs with other contig sequences after scaffolding contigs using an optical map. The results, however, are not yet satisfying. To increase the accuracy of contig connections, we develop OMACC, which carefully takes into account length information in optical maps. Specifically, it rescales optical map and applies length constraint for selecting the correct contig sequences for gap closure. In addition, it uses an advanced graph search algorithm to facilitate estimating the number of repeat copies within gaps between contigs. On both simulated and real datasets, OMACC achieves a <10% false gap-closing rate, three times lower than the ~27% false rate by FINISH, while maintaining a similar sensitivity. As optical mapping is becoming popular and repeats are the bottleneck of assembly, OMACC should benefit various downstream biological studies via accurately connecting contigs into a more complete genome. http://140.116.235.124/~tliu/omacc.
AB - Genome sequencing and assembly are essential for revealing the secrets of life hidden in genomes. Because of repeats in most genomes, current programs collate sequencing data into a set of assembled sequences, called contigs, instead of a complete genome. Toward completing a genome, optical mapping is powerful in rendering the relative order of contigs on the genome, which is called scaffolding. However, connecting the neighboring contigs with nucleotide sequences requires further efforts. Nagarajian et al. have recently proposed a software module, FINISH, to close the gaps between contigs with other contig sequences after scaffolding contigs using an optical map. The results, however, are not yet satisfying. To increase the accuracy of contig connections, we develop OMACC, which carefully takes into account length information in optical maps. Specifically, it rescales optical map and applies length constraint for selecting the correct contig sequences for gap closure. In addition, it uses an advanced graph search algorithm to facilitate estimating the number of repeat copies within gaps between contigs. On both simulated and real datasets, OMACC achieves a <10% false gap-closing rate, three times lower than the ~27% false rate by FINISH, while maintaining a similar sensitivity. As optical mapping is becoming popular and repeats are the bottleneck of assembly, OMACC should benefit various downstream biological studies via accurately connecting contigs into a more complete genome. http://140.116.235.124/~tliu/omacc.
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U2 - 10.1186/1752-0509-7-S6-S7
DO - 10.1186/1752-0509-7-S6-S7
M3 - Article
C2 - 24564959
AN - SCOPUS:84908509274
SN - 1752-0509
VL - 7 Suppl 6
SP - S7
JO - BMC systems biology
JF - BMC systems biology
ER -