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Specificity and Evolvability in Eukaryotic Protein Interaction Networks Nature Precedings
Pedro Beltrao; Luis Serrano.
Progress in uncovering the protein interaction networks of several species has led to questions of what underlying principles might govern their organization. Few studies have tried to determine the impact of protein interaction network evolution on the observed physiological differences between species. Using comparative genomics and structural information, we show here that eukaryotic species have rewired their interactomes at a fast rate of approximately 10?5 interactions changed per protein pair, per million years of divergence. For Homo sapiens this corresponds to 103 interactions changed per million years. Additionally we find that the specificity of binding strongly determines the interaction turnover and that different biological processes show...
Tipo: Presentation Palavras-chave: Bioinformatics; Evolutionary Biology.
Ano: 2007 URL: http://precedings.nature.com/documents/26/version/1
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Novel determinants describe chaperonin substrate proteins Nature Precedings
Emanuele Raineri; Paolo Ribeca; Luis Serrano; Tobias Maier.
Molecular chaperones ensure that their substrate proteins reach the functional native state and prevent their aggregation. The bacterial GroEL/ES chaperonin system is understood in great detail on a structural, mechanistic and functional level. Its substrate proteins in E. coli have been identified and characterized. However, a long standing and yet unresolved question in the field is: what makes a protein a chaperone substrate?
Here we demonstrate with a bioinformatics-based approach that a simple set of criteria is sufficient to describe the GroEL substrate proteome to unprecedented accuracy. We define two novel parameters differentiating GroEL substrates from other cellular proteins: evolutionary rate and hydrophobicity. We demonstrate...
Tipo: Manuscript Palavras-chave: Genetics & Genomics; Bioinformatics; Evolutionary Biology.
Ano: 2009 URL: http://precedings.nature.com/documents/2968/version/2
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Evolvability of Chaperonin Substrate Proteins Nature Precedings
Emanuele Raineri; Paolo Ribeca; Luis Serrano; Tobias Maier.
Molecular chaperones ensure that their substrate proteins reach the functional native state, and prevent their aggregation. Recently, an additional function was proposed for molecular chaperones: they serve as buffers (_capacitors_) for evolution by permitting their substrate proteins to mutate and at the same time still allowing them to fold productively.

Using pairwise alignments of _E. coli_ genes with genes from other gamma-proteobacteria, we showed that the described buffering effect cannot be observed among substrate proteins of GroEL, an essential chaperone in _E. coli_. Instead, we find that GroEL substrate proteins evolve less than other soluble _E. coli_ proteins. We analyzed several specific structural and...
Tipo: Manuscript Palavras-chave: Bioinformatics; Evolutionary Biology.
Ano: 2009 URL: http://precedings.nature.com/documents/2968/version/1
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Comparative genomics and disorder prediction identify biologically relevant SH3 protein interactions Nature Precedings
Pedro Beltrao; Luis Serrano.
Protein interaction networks are an important part of the post-genomic effort to integrate a part-list view of the cell into system-level understanding. Using a set of 11 yeast genomes we show that combining comparative genomics and secondary structure information greatly increases consensus-based prediction of SH3 targets. Benchmarking of our method against positive and negative standards gave 83% accuracy with 26% coverage. The concept of an optimal divergence time for effective comparative genomics studies was analyzed, demonstrating that genomes of species that diverged very recently from _Saccharomyces cerevisiae_ (_S. mikatae_, _S. bayanus_, and _S. paradoxus_), or a long time ago (_Neurospora crassa_ and _Schizosaccharomyces pombe_), contain less...
Tipo: Presentation Palavras-chave: Ecology; Bioinformatics; Evolutionary Biology.
Ano: 2007 URL: http://precedings.nature.com/documents/16/version/1
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