The Gene-Finder Computer Tools for Analysis of Human and Model Organisms Genome Sequences

作者: Asaf A. Salamov , Victor V. Solovyev

DOI:

关键词: Gene predictionGenome survey sequenceCoding regionReference genomeHuman genomeComparative genomicsGenome projectSequence analysisGeneticsBiology

摘要: We present a complex of new programs for promoter, 3'-processing, splice sites, coding exons and gene structure identification in genomic DNA several model species. The human prediction program FGENEH, exon prediction-FEXH site prediction-HSPL have been modified sequence analysis Drosophila (FGENED, FEXD DSPL), C.elegance (FGENEN, FEXN NSPL), Yeast (FEXY YSPL) Plant (FGENEA, FEXA ASPL) sequences. recomputed all frequency discriminant function parameters these organisms adjusted organism specific minimal intron lengths. An accuracy region is similar with the observed FEXH FGENEH. developed FEXHB FGENEHB combining pattern recognition features information about similarity predicted known sequences protein databases. These approximately 10% higher average recognition. Two promoter (TSSG TSSW) which use Gosh (1993) Wingender (1994) data bases functional motifs, respectively. POLYAH was designed 3'-processing regions genes CDSB bacterial prediction. approach to predict multiple based on double dynamic programming, that very important long fragments generated by genome sequencing projects. Analysis uncharacterized our methods available through University Houston, Weizmann Institute Science email servers Web pages at Baylor College Medicine.

参考文章(30)
Periannan Senapathy, Marvin B. Shapiro, Nomi L. Harris, Splice junctions, branch point sites, and exons: sequence statistics, identification, and applications to genome project. Methods in Enzymology. ,vol. 183, pp. 252- 278 ,(1990) , 10.1016/0076-6879(90)83018-5
David Haussler, Martin G. Reese, David Kulp, Frank H. Eeckman, A Generalized Hidden Markov Model for the Recognition of Human Genes in DNA intelligent systems in molecular biology. ,vol. 4, pp. 134- 142 ,(1996)
Edward C. Uberbacher, Ying Xu, Richard J. Mural, Discovering and understanding genes in human DNA sequence using GRAIL. Methods in Enzymology. ,vol. 266, pp. 259- 281 ,(1996) , 10.1016/S0076-6879(96)66018-2
A. Lapedes, C. Burks, C. Barnes, K. Sirotkin, R. Farber, Application of neural networks and other machine learning algorithms to DNA sequence analysis Research Papers in Economics. ,(1988)
Asaf A. Salamov, Charles B. Lawrence, Victor V. Solovyev, Identification of human gene structure using linear discriminant functions and dynamic programming. intelligent systems in molecular biology. ,vol. 3, pp. 367- 375 ,(1995)
Edward C. Uberbacher, Ying Xu, Gene Prediction by Pattern Recognition and Homology Search intelligent systems in molecular biology. ,vol. 4, pp. 241- 251 ,(1996)
Stephen M. Mount, A catalogue of splice junction sequences Nucleic Acids Research. ,vol. 10, pp. 459- 472 ,(1982) , 10.1093/NAR/10.2.459
Moisès Burset, Roderic Guigó, Evaluation of Gene Structure Prediction Programs Genomics. ,vol. 34, pp. 353- 367 ,(1996) , 10.1006/GENO.1996.0298
David Ghosh, Status of the transcription factors database (TFD). Nucleic Acids Research. ,vol. 21, pp. 3117- 3118 ,(1993) , 10.1093/NAR/21.13.3117