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BMC Bioinformatics 2007
On the detection of functionally coherent groups of protein domains with an extension to protein annotationAbstract: Using a new computational method, we have identified 114 groups of domains, referred to as domain assembly units (DASSEM units), in the proteome of budding yeast Saccharomyces cerevisiae. The units participate in many important cellular processes such as transcription regulation, translation initiation, and mRNA splicing. Within the units the domains were found to function in a cooperative manner; and each domain contributed to a different aspect of the unit's overall function. The member domains of DASSEM units were found to be significantly enriched among proteins contained in transcription modules, defined as genes sharing similar expression profiles and presumably similar functions. The observation further confirmed the functional coherence of DASSEM units. The functional linkages of units were found in both functionally characterized and uncharacterized proteins, which enabled the assessment of protein function based on domain composition.A new computational method was developed to identify groups of domains that are linked by a common function in the proteome of Saccharomyces cerevisiae. These groups can either lie within individual proteins or span across different proteins. We propose that the functional linkages among the domains within the DASSEM units can be used as a non-homology based tool to annotate uncharacterized proteins.Protein domains are sequential, structural, and functional units [1]. They perform and regulate catalysis, provide structural building blocks, and/or act as interaction mediators that link together cellular pathways. Protein domains can also be combined together to perform multifaceted functions [2-6]. For example, a DNA-binding domain can be combined with a dimerization domain to allow for cooperative DNA-binding [7]; and the SH2, SH3, and kinase domains can be combined to facilitate signal transduction [8]. A protein can be better characterized by the function of its domain combination rather than the functions of its individual
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