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Identification of novel families of membrane proteins from the model plant Arabidopsis thaliana

膜蛋白 拟南芥 同源(生物学) 拟南芥 跨膜蛋白 整体膜蛋白 跨膜结构域 生物 计算生物学 功能(生物学) 基因组 遗传学 氨基酸 基因 突变体 受体
作者
John M. Ward
出处
期刊:Bioinformatics [Oxford University Press]
卷期号:17 (6): 560-563 被引量:106
标识
DOI:10.1093/bioinformatics/17.6.560
摘要

Abstract Motivation: The completion of the Arabidopsis genome offers the first opportunity to analyze all of the membrane protein sequences of a plant. The majority of integral membrane proteins including transporters, channels, and pumps contain hydrophobic \batchmode \documentclass[fleqn,10pt,legalpaper]{article} \usepackage{amssymb} \usepackage{amsfonts} \usepackage{amsmath} \pagestyle{empty} \begin{document} \({\alpha}\) \end{document}-helices and can be selected based on TransMembrane Spanning (TMS) domain prediction. By clustering the predicted membrane proteins based on sequence, it is possible to sort the membrane proteins into families of known function, based on experimental evidence or homology, or unknown function. This provides a way to identify target sequences for future functional analysis. Results: An automated approach was used to select potential membrane protein sequences from the set of all predicted proteins and cluster the sequences into related families. The recently completed sequence of Arabidopsis thaliana , a model plant, was analyzed. Of the 25470 predicted protein sequences 4589 (18%) were identified as containing two or more membrane spanning domains. The membrane protein sequences clustered into 628 distinct families containing 3208 sequences. Of these, 211 families (1764 sequences) either contained proteins of known function or showed homology to proteins of known function in other species. However, 417 families (1444 sequences) contained only sequences with no known function and no homology to proteins of known function. In addition, 1381 sequences did not cluster with any family and no function could be assigned to 1337 of these. Availability: Results from the analysis of all proteins of A.thaliana , source code for the programs, and links to primary data are available at the following WWW site: http://www.cbs.umn.edu/arabidopsis Contact: jward@tc.umn.edu
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