Browsing by Author "Pereira-Leal, J.B."
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- 3D complex: a structural classification of protein complexesPublication . Levy, E.D.; Pereira-Leal, J.B.; Chothia, C.; Teichmann, S.A.Most of the proteins in a cell assemble into complexes to carry out their function. It is therefore crucial to understand the physicochemical properties as well as the evolution of interactions between proteins. The Protein Data Bank represents an important source of information for such studies, because more than half of the structures are homo- or heteromeric protein complexes. Here we propose the first hierarchical classification of whole protein complexes of known 3-D structure, based on representing their fundamental structural features as a graph. This classification provides the first overview of all the complexes in the Protein Data Bank and allows nonredundant sets to be derived at different levels of detail. This reveals that between one-half and two-thirds of known structures are multimeric, depending on the level of redundancy accepted. We also analyse the structures in terms of the topological arrangement of their subunits and find that they form a small number of arrangements compared with all theoretically possible ones. This is because most complexes contain four subunits or less, and the large majority are homomeric. In addition, there is a strong tendency for symmetry in complexes, even for heteromeric complexes. Finally, through comparison of Biological Units in the Protein Data Bank with the Protein Quaternary Structure database, we identified many possible errors in quaternary structure assignments. Our classification, available as a database and Web server at http://www.3Dcomplex.org, will be a starting point for future work aimed at understanding the structure and evolution of protein complexes
- Modularity: Understanding the Development and Evolution of Natural Complex SystemsPublication . Pereira-Leal, J.B.
- RAG Recombinase as a Selective Pressure for Genome EvolutionPublication . Passagem-Santos, D.; Bonnet, M.; Sobral, D.; Trancoso, I.; Silva, J.G.; Barreto, V.M.; Athanasiadis, A.; Demengeot, J.; Pereira-Leal, J.B.The RAG recombinase is a domesticated transposable element co-opted in jawed vertebrates to drive the process of the so-called V(D)J recombination, which is the hallmark of the adaptive immune system to produce antigen receptors. RAG targets, namely, the Recombination Signal Sequences (RSS), are rather long and degenerated sequences, which highlights the ability of the recombinase to interact with a wide range of target sequences, including outside of antigen receptor loci. The recognition of such cryptic targets by the recombinase threatens genome integrity by promoting aberrant DNA recombination, as observed in lymphoid malignancies. Genomes evolution resulting from RAG acquisition is an ongoing discussion, in particular regarding the counter-selection of sequences resembling the RSS and the modifications of epigenetic regulation at these potential cryptic sites. Here, we describe a new bioinformatics tool to map potential RAG targets in all jawed vertebrates. We show that our REcombination Classifier (REC) outperforms the currently available tool and is suitable for full genomes scans from species other than human and mouse. Using the REC, we document a reduction in density of potential RAG targets at the transcription start sites of genes co-expressed with the rag genes and marked with high levels of the trimethylation of the lysine 4 of the histone 3 (H3K4me3), which correlates with the retention of functional RAG activity after the horizontal transfer.
- The Ypt/Rab family and the evolution of trafficking in FungiPublication . Pereira-Leal, J.B.The evolution of the eukaryotic endomembrane system and the transport pathways of their vesicular intermediates are poorly understood. A common set of organelles and pathways seems to be present in all free-living eukaryotes, but different branches of the tree of life have a variety of diverse, specialized organelles. Rab/Ypt proteins are small guanosine triphosphatases with tissue-specific and organelle-specific localization that emerged as markers for organelle diversity. Here, I characterize the Rab/Ypt family in the kingdom Fungi, a sister kingdom of Animals. I identify and annotate these proteins in 26 genomes representing near one billion years of evolution, multiple lifestyles and cellular types. Surprisingly, the minimal set of Rab/Ypt present in fungi is similar to, perhaps smaller than, the predicted eukaryotic ancestral set. This suggests that the saprophytic fungal lifestyle, multicellularity as well as the highly polarized secretion associated with hyphal growth did not require any major innovation in the molecular machinery that regulates protein trafficking. The Rab/Ypt and other protein traffic-related families are kept small, not paralleling increases in genome size, in contrast to the expansion of such components observed in other branches of the tree of life, such as the animal and plant kingdoms. This analysis suggests that multicellularity and cellular diversity in fungi followed different routes from those followed by plants and metazoa