Proceedings of the First Annual International Conference on Computational Molecular Biology - RECOMB '97 1997
DOI: 10.1145/267521.267766
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Improved splice site detection in Genie

Abstract: We present an improved splice site predictor for the genehnding program Genie. Genie is based on a generalized Hidden Markov Model (GHMM) that describes the grammar of a legal parse of a multi-exon gene in a DNA sequence. In Genie, probabilities are estimated for gene features by using dynamic programming to combine information from multiple content and signal sensors, including sensors that integrate matches to homologous sequences from a database. One of the hardest problems in genefinding is to determine th… Show more

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Cited by 858 publications
(545 citation statements)
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References 19 publications
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“…SIFT predicts substitutions with scores less than 0.05 as deleterious, and PolyPhen-2 scores are evaluated as 0.000 (most probably benign) to 0.999 (most probably damaging). The effect of potential splice site variations was evaluated by "Human Splicing Finder" (http://www.umd.be/HSF/) (Desmet et al 2009) and "Splice Site Prediction by Neural Network" (http://www.fruitfly.org/seq_tools/splice.html) (Reese et al 1997) tools.…”
Section: Brca1/2 Mutation Analysismentioning
confidence: 99%
“…SIFT predicts substitutions with scores less than 0.05 as deleterious, and PolyPhen-2 scores are evaluated as 0.000 (most probably benign) to 0.999 (most probably damaging). The effect of potential splice site variations was evaluated by "Human Splicing Finder" (http://www.umd.be/HSF/) (Desmet et al 2009) and "Splice Site Prediction by Neural Network" (http://www.fruitfly.org/seq_tools/splice.html) (Reese et al 1997) tools.…”
Section: Brca1/2 Mutation Analysismentioning
confidence: 99%
“…2b) using five Web-based programs: ESEfinder 3.0 (http://rulai.cshl.edu/cgi-bin/tools/ESE3/ esefinder.cgi?process=home) (Cartegni et al 2003), ESRsearch (http://ast.bioinfo.tau.ac.il/) (Goren et al 2006), FAS-ESS (http://genes.mit.edu/fas-ess/) , PESXs (http://cubweb.biology.columbia.edu/pesx/) (Zhang and Chasin 2004;Zhang et al 2005), and RESCUE-ESE (http://genes.mit.edu/burgelab/rescue-ese/) (Fairbrother et al 2002). We also predicted the effects of the mutations on splice site strength of the 18 sequence variants using two Web-based programs: the NetGene2 Server (http://www.cbs.dtu.dk/services/NetGene2/) (Brunak et al 1991;Hebsgaard et al 1996) and the Splice Site Prediction by Neural Network (http://www.fruitfly.org/ seq_tools/splice.html) (Reese et al 1997). …”
Section: Sequence Analysis Of Col1a1mentioning
confidence: 99%
“…The sequences from dog (Canis familiaris ENSCAFT00000003421), chicken (Gallus gallus ENSGALG00000016679) and frog (Xenopus Tropicalis ENSXETP00000046871) were obtained using Ensemble. For the prediction of splice sites we used: Neural Network Splice Site Prediction http://www.fruitfly.org/seq_tools/splice.html (Reese et al 1997); CBS NetGene 2 http://www.cbs.dtu.dk/ services/NetGene2/ (Brunak et al 1990); Splice Site Finder http://www.genet.sickkids.on.ca/$ali/splicesitefinder.html (Senapathy et al 1990). Exon numbering according to Onuchic et al (2002).…”
Section: Creation and Analysis Of Multiple Sequence Alignmentmentioning
confidence: 99%
“…Four strongly predicted splice site mutations have been observed involving the 100% conserved nucleotides of the splice site consensus sequences (Table 3). In addition, all missense variants were analyzed for potential splice site effects using splice predict software (Brunak 1990;Reese 1997;Senapathy 1990). Three missense mutations were predicted to alter splicing.…”
Section: Sequencingmentioning
confidence: 99%