2001
DOI: 10.1093/nar/29.14.2994
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Improving the accuracy of PSI-BLAST protein database searches with composition-based statistics and other refinements

Abstract: PSI-BLAST is an iterative program to search a database for proteins with distant similarity to a query sequence. We investigated over a dozen modifications to the methods used in PSI-BLAST, with the goal of improving accuracy in finding true positive matches. To evaluate performance we used a set of 103 queries for which the true positives in yeast had been annotated by human experts, and a popular measure of retrieval accuracy (ROC) that can be normalized to take on values between 0 (worst) and 1 (best). The … Show more

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Cited by 1,275 publications
(995 citation statements)
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References 57 publications
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“…The input data for MODELLER were: (a) the template structure, corresponding to the experimentally-determined structure of human serum albumin, monomer A, obtained from the Protein Data Bank code 1AO6, and (b) a sequence alignment of BSA and human serum albumin, obtained by using the program BLAST [46,47].…”
Section: Computer Modelingmentioning
confidence: 99%
“…The input data for MODELLER were: (a) the template structure, corresponding to the experimentally-determined structure of human serum albumin, monomer A, obtained from the Protein Data Bank code 1AO6, and (b) a sequence alignment of BSA and human serum albumin, obtained by using the program BLAST [46,47].…”
Section: Computer Modelingmentioning
confidence: 99%
“…PSI-BLAST [4,37] is an extremely sensitive comparison tool that has revealed homologies between sequences that previously were recognized only from structure comparison [38]. PSI-BLAST seeks to provide accurate statistical estimates for the similarities it finds [37], although it occasionally gives good scores to unrelated sequences ( Figure 2).…”
Section: Progress In Sequence Similarity Searchingmentioning
confidence: 99%
“…PSI-BLAST seeks to provide accurate statistical estimates for the similarities it finds [37], although it occasionally gives good scores to unrelated sequences ( Figure 2). This sometimes produces misleading results, as the iterative nature of PSI-BLAST makes the inclusion of a nonhomologous sequence in the PSSM difficult to detect.…”
Section: Progress In Sequence Similarity Searchingmentioning
confidence: 99%
“…Then, the amino acid sequences of 1F6D, 1IOV, 1L6I, 1YGP, 1Z8D, 2ATI, 2C4M, 2QLL, 2QN1, 2ZB2, 3CEH, 3DD1, 3SOJ, 4EJ2 and FJ754277.1, were employed in a search for similar amino acid sequences of insects in the nonredundant (nr) database of the NCBI Portal (http://blast.ncbi.nlm. nih.gov/Blast.cgi?CMD=Web&PAGE_TYPE=BlastHome, accessed on September 5, 2013), using the software BLASTP 2.2.28+ 32,33 with DELTA-BLAST 34 set to the default parameters. Only the resulting amino acid sequences with query coverage and identity higher than 90% and 36%, respectively, were selected for the next step, which comprised alignment of all sequences of amino acids from glycogen phosphorylases, as described above.…”
Section: Glycogen Phosphorylasementioning
confidence: 99%