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Postic G, Ghouzam Y, Chebrek R, Gelly JC. An ambiguity principle for assigning protein structural domains. SCIENCE ADVANCES 2017; 3:e1600552. [PMID: 28097215 PMCID: PMC5235333 DOI: 10.1126/sciadv.1600552] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Accepted: 11/28/2016] [Indexed: 05/20/2023]
Abstract
Ambiguity is the quality of being open to several interpretations. For an image, it arises when the contained elements can be delimited in two or more distinct ways, which may cause confusion. We postulate that it also applies to the analysis of protein three-dimensional structure, which consists in dividing the molecule into subunits called domains. Because different definitions of what constitutes a domain can be used to partition a given structure, the same protein may have different but equally valid domain annotations. However, knowledge and experience generally displace our ability to accept more than one way to decompose the structure of an object-in this case, a protein. This human bias in structure analysis is particularly harmful because it leads to ignoring potential avenues of research. We present an automated method capable of producing multiple alternative decompositions of protein structure (web server and source code available at www.dsimb.inserm.fr/sword/). Our innovative algorithm assigns structural domains through the hierarchical merging of protein units, which are evolutionarily preserved substructures that describe protein architecture at an intermediate level, between domain and secondary structure. To validate the use of these protein units for decomposing protein structures into domains, we set up an extensive benchmark made of expert annotations of structural domains and including state-of-the-art domain parsing algorithms. The relevance of our "multipartitioning" approach is shown through numerous examples of applications covering protein function, evolution, folding, and structure prediction. Finally, we introduce a measure for the structural ambiguity of protein molecules.
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Affiliation(s)
- Guillaume Postic
- INSERM U1134, Paris, France
- Université Paris Diderot, Sorbonne Paris Cité, UMR_S 1134, Paris, France
- Institut National de la Transfusion Sanguine, Paris, France
- Laboratory of Excellence GR-Ex, Paris, France
- Corresponding author. (G.P.); (J.-C.G.)
| | - Yassine Ghouzam
- INSERM U1134, Paris, France
- Université Paris Diderot, Sorbonne Paris Cité, UMR_S 1134, Paris, France
- Institut National de la Transfusion Sanguine, Paris, France
- Laboratory of Excellence GR-Ex, Paris, France
| | - Romain Chebrek
- INSERM U1134, Paris, France
- Université Paris Diderot, Sorbonne Paris Cité, UMR_S 1134, Paris, France
- Institut National de la Transfusion Sanguine, Paris, France
- Laboratory of Excellence GR-Ex, Paris, France
| | - Jean-Christophe Gelly
- INSERM U1134, Paris, France
- Université Paris Diderot, Sorbonne Paris Cité, UMR_S 1134, Paris, France
- Institut National de la Transfusion Sanguine, Paris, France
- Laboratory of Excellence GR-Ex, Paris, France
- Corresponding author. (G.P.); (J.-C.G.)
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Spolaore B, Raboni S, Ramos Molina A, Satwekar A, Damiano N, Fontana A. Local unfolding is required for the site-specific protein modification by transglutaminase. Biochemistry 2012; 51:8679-89. [PMID: 23083324 DOI: 10.1021/bi301005z] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The transglutaminase (TGase) from Streptomyces mobaraensis catalyzes transamidation reactions in a protein substrate leading to the modification of the side chains of Gln and Lys residues according to the A-CONH(2) + H(2)N-B → A-CONH-B + NH(3) reaction, where both A and B can be a protein or a ligand. A noteworthy property of TGase is its susbstrate specificity, so that often only a few specific Gln or Lys residues can be modified in a globular protein. The molecular features of a globular protein dictating the site-specific reactions mediated by TGase are yet poorly understood. Here, we have analyzed the reactivity toward TGase of apomyoglobin (apoMb), α-lactalbumin (α-LA), and fragment 205-316 of thermolysin. These proteins are models of protein structure and folding that have been studied previously using the limited proteolysis technique to unravel regions of local unfolding in their amino acid sequences. The three proteins were modified by TGase at the level of Gln or Lys residues with dansylcadaverine or carbobenzoxy-l-glutaminylglycine, respectively. Despite these model proteins containing several Gln and Lys residues, the sites of TGase derivatization occur over restricted chain regions of the protein substrates. In particular, the TGase-mediated modifications occur in the "helix F" region in apoMb, in the β-domain in apo-α-LA in its molten globule state, and in the N-terminal region in fragment 205-316 of thermolysin. Interestingly, the sites of limited proteolysis are located in the same chain regions of these proteins, thus providing a clear-cut demonstration that chain flexibility or local unfolding overwhelmingly dictates the site-specific modification by both TGase and a protease.
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Affiliation(s)
- Barbara Spolaore
- CRIBI Biotechnology Centre, University of Padua, Viale G. Colombo 3, 35121 Padua, Italy.
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Ikeuchi H, Kunugi S, Tanaka N, Lange R. Observation of a Pressure-Induced Unfolding Intermediate of Thermolysin by Using Pressure-Jump Method. Polym J 2002. [DOI: 10.1295/polymj.34.629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Fischer KF, Marqusee S. A rapid test for identification of autonomous folding units in proteins. J Mol Biol 2000; 302:701-12. [PMID: 10986128 DOI: 10.1006/jmbi.2000.4049] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The structure of a protein is dictated by a large number of weak interactions that cooperatively stabilize the native state. Usually, excised fragments smaller than a domain have little if any residual structure. When autonomous units of structure are found within domains, this challenges common assumptions about the cooperativity of protein structure. Such autonomous folding units (AFUs) are of wide interest and have applications in protein engineering and as simple model systems for studying the determinants of stability and specificity. A new method of identifying AFUs within proteins is presented here. The rapid autonomous fragment test (RAFT) identifies AFUs based on analysis of inter-residue contacts present in the three-dimensional structure of a protein. RAFT is fast enough to mine the entire PDB for AFUs and provide a library of potential small stable folds. We show that RAFT is able to predict whether a protein fragment will be structured if isolated from its parent domain.
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Affiliation(s)
- K F Fischer
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720-3206, USA
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Jerala R, Zerovnik E. Accessing the global minimum conformation of stefin A dimer by annealing under partially denaturing conditions. J Mol Biol 1999; 291:1079-89. [PMID: 10518944 DOI: 10.1006/jmbi.1999.3045] [Citation(s) in RCA: 62] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Stefin A folds as a monomer under strongly native conditions. We have observed that under partially denaturing conditions in the temperature range from 74 to 93 degrees C it folds into a dimer, while it is monomeric above the melting temperature of 95 degrees C. Below 74 degrees C the dimer is trapped and it does not dissociate. The dimer is a folded and structured protein as judged by CD and NMR, nevertheless it is no more functional as an inhibitor of cysteine proteases. The monomer-dimer transition proceeds at a slow rate and the activation energy of dimerization at 99 kcal/mol is comparable to the unfolding enthalpy. A large and negative dimerization enthalpy of -111(+/- 8) kcal/mol was calculated from the temperature dependence of the dissociation constant. An irreversible pretransition at 10-15 deg. below the global unfolding temperature has been observed previously by DSC and can now be assigned to the monomer-dimer transition. Backbone resonances of all the dimer residues were assigned using 15N isotopically enriched protein. The dimer is symmetric and the chemical shift differences between the monomer and dimer are localized around the tripartite hydrophobic wedge, which otherwise interacts with cysteine proteases. Hydrogen exchange protection factors of the residues affected by dimer formation are higher in the dimer than in the monomer. The monomer to dimer transition is accompanied by a rapid exchange of all of the amide protons which are protected in the dimer, indicating that the transition state is unfolded to a large extent. Our results demonstrate that the native monomeric state of stefin A is actually metastable but is favored by the kinetics of folding. The substantial energy barrier which separates the monomer from the more stable dimer traps each state under native conditions.
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Affiliation(s)
- R Jerala
- Laboratory for Molecular Modeling and NMR Spectroscopy, National Institute of Chemistry, Ljubljana, Slovenia.
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