DocumentCode
58043
Title
Thermodynamic Post-Processing versus GC-Content Pre-Processing for DNA Codes Satisfying the Hamming Distance and Reverse-Complement Constraints
Author
Tulpan, Dan ; Smith, Derek H. ; Montemanni, Roberto
Author_Institution
Nat. Res. Council Canada, Inf. & Commun. Technol., Moncton, NB, Canada
Volume
11
Issue
2
fYear
2014
fDate
March-April 2014
Firstpage
441
Lastpage
452
Abstract
Stochastic, meta-heuristic and linear construction algorithms for the design of DNA strands satisfying Hamming distance and reverse-complement constraints often use a GC-content constraint to pre-process the DNA strands. Since GC-content is a poor predictor of DNA strand hybridization strength the strands can be filtered by post-processing using thermodynamic calculations. An alternative approach is considered here, where the algorithms are modified to remove consideration of GC-content and rely on post-processing alone to obtain large sets of DNA strands with satisfactory melting temperatures. The two approaches (pre-processing GC-content and post-processing melting temperatures) are compared and are shown to be complementary when large DNA sets are desired. In particular, the second approach can give significant improvements when linear constructions are used.
Keywords
DNA; Hamming codes; biology computing; melting; molecular biophysics; molecular configurations; stochastic processes; thermodynamics; DNA codes; DNA strand hybridization strength; GC-content preprocessing; Hamming distance; large DNA sets; linear construction algorithms; linear constructions; meta-heuristic algorithms; post-processing melting temperatures; reverse-complement constraints; stochastic algorithms; thermodynamic calculations; thermodynamic post-processing; Algorithm design and analysis; Bioinformatics; Computational biology; DNA; Hamming distance; Thermodynamics; DNA design; Hamming distance; linear codes; reverse-complement; stochastic local search;
fLanguage
English
Journal_Title
Computational Biology and Bioinformatics, IEEE/ACM Transactions on
Publisher
ieee
ISSN
1545-5963
Type
jour
DOI
10.1109/TCBB.2014.2299815
Filename
6710171
Link To Document