Title :
Accurate method for fast design of diagnostic oligonucleotide probe sets for DNA microarrays
Author :
Krause, Andreas ; Kräutner, Markus ; Meier, Harald
Author_Institution :
Inst. fur Informatik, Technische Univ. Munchen, Garching, Germany
Abstract :
We present a method for the automatic generation of oligonucleotide probe sets for DNA microarrays. This approach is well suited particularly for specificity evaluation of designed probes in large data sets. Algorithms for probe preselection, hybridization prediction and probe selection are presented. Combinatorial techniques are introduced for the selection of probe sets of high differentiation capability even from sequence databases of homologous conserved genes. These techniques include the automatic generation of group specific probes and the design of excluding probes. A basic prototype was implemented including a shared memory parallelization and distribution. The principal applicability of our method to a database of very conserved sequence data was shown and the run-time performance estimated.
Keywords :
DNA; arrays; biology computing; combinatorial mathematics; optimisation; parallel programming; sequences; shared memory systems; very large databases; DNA microarrays; automatic generation; combinatorial techniques; diagnostic oligonucleotide probe sets; differentiation capability; excluding probes; group specific probes; homologous conserved genes; hybridization prediction; large data sets; probe preselection; probe selection; run-time performance; sequence databases; shared memory parallelization; very conserved sequence data; Algorithm design and analysis; DNA; Databases; Design methodology; Design optimization; Organisms; Probes; Prototypes; Runtime; Sequences;
Conference_Titel :
Parallel and Distributed Processing Symposium, 2003. Proceedings. International
Print_ISBN :
0-7695-1926-1
DOI :
10.1109/IPDPS.2003.1213289