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1.
Virology ; 525: 117-131, 2018 12.
Article in English | MEDLINE | ID: mdl-30265888

ABSTRACT

E1A is the main transforming protein in mastadenoviruses. This work uses bioinformatics to extrapolate experimental knowledge from Human adenovirus serotype 5 and 12 E1A proteins to all known serotypes. A conserved domain architecture with a high degree of intrinsic disorder acts as a scaffold for multiple linear motifs with variable occurrence mediating the interaction with over fifty host proteins. While linear motifs contribute strongly to sequence conservation within intrinsically disordered E1A regions, motif repertoires can deviate significantly from those found in prototypical serotypes. Close to one hundred predicted residue-residue contacts suggest the presence of stable structure in the CR3 domain and of specific conformational ensembles involving both short- and long-range intramolecular interactions. Our computational results suggest that E1A sequence conservation and co-evolution reflect the evolutionary pressure to maintain a mainly disordered, yet non-random conformation harboring a high number of binding motifs that mediate viral hijacking of the cell machinery.


Subject(s)
Adenovirus E1A Proteins/metabolism , Adenoviruses, Human/metabolism , Adenovirus E1A Proteins/chemistry , Adenovirus E1A Proteins/genetics , Amino Acid Motifs , Amino Acid Sequence , Humans , Protein Conformation , Protein Domains , Protein Modification, Translational
2.
Biophys J ; 111(11): 2339-2341, 2016 12 06.
Article in English | MEDLINE | ID: mdl-27926834

Subject(s)
Pressure , Proteins
3.
Sci Rep ; 6: 23959, 2016 Apr 05.
Article in English | MEDLINE | ID: mdl-27044676

ABSTRACT

Some natural proteins display recurrent structural patterns. Despite being highly similar at the tertiary structure level, repeating patterns within a single repeat protein can be extremely variable at the sequence level. We use a mathematical definition of a repetition and investigate the occurrences of these in sequences of different protein families. We found that long stretches of perfect repetitions are infrequent in individual natural proteins, even for those which are known to fold into structures of recurrent structural motifs. We found that natural repeat proteins are indeed repetitive in their families, exhibiting abundant stretches of 6 amino acids or longer that are perfect repetitions in the reference family. We provide a systematic quantification for this repetitiveness. We show that this form of repetitiveness is not exclusive of repeat proteins, but also occurs in globular domains. A by-product of this work is a fast quantification of the likelihood of a protein to belong to a family.


Subject(s)
Proteins/chemistry , Algorithms , Amino Acid Motifs , Amino Acids/chemistry , Computational Biology , Databases, Protein , Markov Chains , Models, Statistical , Protein Domains , Protein Folding
4.
PLoS Comput Biol ; 11(12): e1004659, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26691182

ABSTRACT

Ankyrin repeat containing proteins are one of the most abundant solenoid folds. Usually implicated in specific protein-protein interactions, these proteins are readily amenable for design, with promising biotechnological and biomedical applications. Studying repeat protein families presents technical challenges due to the high sequence divergence among the repeating units. We developed and applied a systematic method to consistently identify and annotate the structural repetitions over the members of the complete Ankyrin Repeat Protein Family, with increased sensitivity over previous studies. We statistically characterized the number of repeats, the folding of the repeat-arrays, their structural variations, insertions and deletions. An energetic analysis of the local frustration patterns reveal the basic features underlying fold stability and its relation to the functional binding regions. We found a strong linear correlation between the conservation of the energetic features in the repeat arrays and their sequence variations, and discuss new insights into the organization and function of these ubiquitous proteins.


Subject(s)
Ankyrin Repeat , Ankyrins/chemistry , Ankyrins/ultrastructure , Models, Chemical , Models, Molecular , Amino Acid Sequence , Computer Simulation , Energy Transfer , Molecular Sequence Data , Sequence Analysis, Protein/methods
5.
Biochem Soc Trans ; 43(5): 844-9, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26517892

ABSTRACT

Structural domains are believed to be modules within proteins that can fold and function independently. Some proteins show tandem repetitions of apparent modular structure that do not fold independently, but rather co-operate in stabilizing structural forms that comprise several repeat-units. For many natural repeat-proteins, it has been shown that weak energetic links between repeats lead to the breakdown of co-operativity and the appearance of folding sub-domains within an apparently regular repeat array. The quasi-1D architecture of repeat-proteins is crucial in detailing how the local energetic balances can modulate the folding dynamics of these proteins, which can be related to the physiological behaviour of these ubiquitous biological systems.


Subject(s)
Models, Molecular , Protein Conformation , Repetitive Sequences, Amino Acid , Tandem Repeat Sequences , Animals , Energy Transfer , Evolution, Molecular , Humans , Protein Folding , Protein Interaction Domains and Motifs , Protein Stability , Protein Structure, Secondary , Protein Structure, Tertiary
6.
BMC Bioinformatics ; 16: 207, 2015 Jul 02.
Article in English | MEDLINE | ID: mdl-26134293

ABSTRACT

BACKGROUND: The analysis of correlations of amino acid occurrences in globular domains has led to the development of statistical tools that can identify native contacts - portions of the chains that come to close distance in folded structural ensembles. Here we introduce a direct coupling analysis for repeat proteins - natural systems for which the identification of folding domains remains challenging. RESULTS: We show that the inherent translational symmetry of repeat protein sequences introduces a strong bias in the pair correlations at precisely the length scale of the repeat-unit. Equalizing for this bias in an objective way reveals true co-evolutionary signals from which local native contacts can be identified. Importantly, parameter values obtained for all other interactions are not significantly affected by the equalization. We quantify the robustness of the procedure and assign confidence levels to the interactions, identifying the minimum number of sequences needed to extract evolutionary information in several repeat protein families. CONCLUSIONS: The overall procedure can be used to reconstruct the interactions at distances larger than repeat-pairs, identifying the characteristics of the strongest couplings in each family, and can be applied to any system that appears translationally symmetric.


Subject(s)
Amino Acid Motifs , Amino Acids/chemistry , Evolution, Molecular , Protein Multimerization , Proteins/chemistry , Humans , Models, Molecular , Protein Folding
7.
J Phys Chem B ; 117(42): 12887-97, 2013 Oct 24.
Article in English | MEDLINE | ID: mdl-23758291

ABSTRACT

The notion of energy landscapes provides conceptual tools for understanding the complexities of protein folding and function. Energy landscape theory indicates that it is much easier to find sequences that satisfy the "Principle of Minimal Frustration" when the folded structure is symmetric (Wolynes, P. G. Symmetry and the Energy Landscapes of Biomolecules. Proc. Natl. Acad. Sci. U.S.A. 1996, 93, 14249-14255). Similarly, repeats and structural mosaics may be fundamentally related to landscapes with multiple embedded funnels. Here we present analytical tools to detect and compare structural repetitions in protein molecules. By an exhaustive analysis of the distribution of structural repeats using a robust metric, we define those portions of a protein molecule that best describe the overall structure as a tessellation of basic units. The patterns produced by such tessellations provide intuitive representations of the repeating regions and their association toward higher order arrangements. We find that some protein architectures can be described as nearly periodic, while in others clear separations between repetitions exist. Since the method is independent of amino acid sequence information, we can identify structural units that can be encoded by a variety of distinct amino acid sequences.


Subject(s)
Proteins/chemistry , Amino Acid Motifs , Models, Molecular , Protein Folding , Protein Structure, Tertiary , Proteins/metabolism , Thermodynamics
8.
J Biomed Opt ; 16(6): 066013, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21721814

ABSTRACT

The flash photolysis of "caged" compounds is a powerful experimental technique for producing rapid changes in concentrations of bioactive signaling molecules. These caged compounds are inactive and become active when illuminated with ultraviolet light. This paper describes an inexpensive adaptation of an Olympus confocal microscope that uses as source of ultraviolet light the mercury lamp that comes with the microscope for conventional fluorescence microscopy. The ultraviolet illumination from the lamp (350 - 400 nm) enters through an optical fiber that is coupled to a nonconventional port of the microscope. The modification allows to perform the photolysis of caged compounds over wide areas (∼ 200 µm) and obtain confocal fluorescence images simultaneously. By controlling the ultraviolet illumination exposure time and intensity it is possible to regulate the amount of photolyzed compounds. In the paper we characterize the properties of the system and show its capabilities with experiments done in aqueous solution and in Xenopus Laevis oocytes. The latter demonstrate its applicability for the study of Inositol 1,4,5-trisphosphate-mediated intracellular calcium signals.


Subject(s)
Calcium Signaling/physiology , Inositol 1,4,5-Trisphosphate/chemistry , Inositol 1,4,5-Trisphosphate/metabolism , Microscopy, Confocal/instrumentation , Photolysis , Animals , Calcium/chemistry , Calcium/metabolism , Egtazic Acid/analogs & derivatives , Egtazic Acid/chemistry , Equipment Design , Linear Models , Microscopy, Confocal/methods , Oocytes/metabolism , Ultraviolet Rays , Xenopus laevis
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