WebProAnalyst: an interactive tool for analysis of quantitative structure-activity relationships in protein families.

Abstract:

:WebProAnalyst is a web-accessible analysis tool (http://wwwmgs.bionet.nsc.ru/mgs/programs/panalyst/) designed for scanning quantitative structure-activity relationships in protein families. The tool allows users to search correlations between protein activity and physicochemical characteristics (i.e. hydrophobicity or alpha-helical amphipathicity) in queried sequences. WebProAnalyst uses aligned amino acid sequences and data on protein activity (pK, K(m), ED(50), among others). WebProAnalyst implements methods of the known ProAnalyst package, including the multiple linear regression analysis and the sequence-activity correlation coefficient. In addition, WebProAnalyst incorporates a method based on neural networks. The WebProAnalyst reports a list of sites in protein family, the regression analysis parameters (including correlation values) for the relationships between the amino acid physicochemical characteristics in the site and the protein activity values. WebProAnalyst is useful in search of the amino acid residues that are important for protein function/activity. Furthermore, WebProAnalyst may be helpful in designing the protein-engineering experiments.

journal_name

Nucleic Acids Res

journal_title

Nucleic acids research

authors

Ivanisenko VA,Eroshkin AM,Kolchanov NA

doi

10.1093/nar/gki421

keywords:

subject

Has Abstract

pub_date

2005-07-01 00:00:00

pages

W99-104

issue

Web Server issue

eissn

0305-1048

issn

1362-4962

pii

33/suppl_2/W99

journal_volume

33

pub_type

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