Title :
A Graph-Theoretical Approach to the Selection of the Minimum Tiling Path from a Physical Map
Author :
Bozdag, Serdar ; Close, Timothy J. ; Lonardi, Stefano
Author_Institution :
Dept. of Math., Stat. & Comput. Sci., Marquette Univ., Milwaukee, WI, USA
Abstract :
The problem of computing the minimum tiling path (MTP) from a set of clones arranged in a physical map is a cornerstone of hierarchical (clone-by-clone) genome sequencing projects. We formulate this problem in a graph theoretical framework, and then solve by a combination of minimum hitting set and minimum spanning tree algorithms. The tool implementing this strategy, called FMTP, shows improved performance compared to the widely used software FPC. When we execute FMTP and FPC on the same physical map, the MTP produced by FMTP covers a higher portion of the genome, and uses a smaller number of clones. For instance, on the rice genome the MTP produced by our tool would reduce by about 11 percent the cost of a clone-by-clone sequencing project. Source code, benchmark data sets, and documentation of FMTP are freely available at http://code.google.com/p/fingerprint-basedminimal-tiling-path/ under MIT license.
Keywords :
biological techniques; biology computing; genomics; software packages; FMTP benchmark data set; FMTP documentation; FMTP software; FMTP source code; FPC software; FingerPrinted Contigs software; Fingerprint-based MTP software; MTP computation; MTP production; clone-by-clone genome sequencing project; clone-by-clone sequencing project; graph-theoretical approach; hierarchical genome sequencing project; minimum hitting set algorithm; minimum spanning tree algorithm; minimum tiling path selection; physical map; rice genome; Minimum tiling path; Physical mapping; FMTP; FPC; Minimum hitting set; minimum tiling path; physical mapping; Algorithms; Chromosome Mapping; Genome, Plant; Genomics; Hordeum; Internet; Oryza sativa; Sequence Analysis, DNA; Software;
Journal_Title :
Computational Biology and Bioinformatics, IEEE/ACM Transactions on
DOI :
10.1109/TCBB.2013.26