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1.
Proc Natl Acad Sci U S A ; 120(45): e2312022120, 2023 Nov 07.
Artículo en Inglés | MEDLINE | ID: mdl-37903266

RESUMEN

The soil bacterium Bacillus subtilis is a model organism to investigate the formation of biofilms, the predominant form of microbial life. The secreted protein BslA self-assembles at the surface of the biofilm to give the B. subtilis biofilm its characteristic hydrophobicity. To understand the mechanism of BslA self-assembly at interfaces, here we built a molecular model based on the previous BslA crystal structure and the crystal structure of the BslA paralogue YweA that we determined. Our analysis revealed two conserved protein-protein interaction interfaces supporting BslA self-assembly into an infinite 2-dimensional lattice that fits previously determined transmission microscopy images. Molecular dynamics simulations and in vitro protein assays further support our model of BslA elastic film formation, while mutagenesis experiments highlight the importance of the identified interactions for biofilm structure. Based on this knowledge, YweA was engineered to form more stable elastic films and rescue biofilm structure in bslA deficient strains. These findings shed light on protein film assembly and will inform the development of BslA technologies which range from surface coatings to emulsions in fast-moving consumer goods.


Asunto(s)
Proteínas Bacterianas , Matriz Extracelular de Sustancias Poliméricas , Proteínas Bacterianas/metabolismo , Matriz Extracelular de Sustancias Poliméricas/metabolismo , Biopelículas , Bacillus subtilis/metabolismo , Simulación de Dinámica Molecular
2.
Mol Microbiol ; 110(6): 897-913, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-29802781

RESUMEN

Bacterial biofilms are communities of microbial cells encased within a self-produced polymeric matrix. In the Bacillus subtilis biofilm matrix, the extracellular fibres of TasA are essential. Here, a recombinant expression system allows interrogation of TasA, revealing that monomeric and fibre forms of TasA have identical secondary structure, suggesting that fibrous TasA is a linear assembly of globular units. Recombinant TasA fibres form spontaneously, and share the biological activity of TasA fibres extracted from B. subtilis, whereas a TasA variant restricted to a monomeric form is inactive and subjected to extracellular proteolysis. The biophysical properties of both native and recombinant TasA fibres indicate that they are not functional amyloid-like fibres. A gel formed by TasA fibres can recover after physical shear force, suggesting that the biofilm matrix is not static and that these properties may enable B. subtilis to remodel its local environment in response to external cues. Using recombinant fibres formed by TasA orthologues we uncover species variability in the ability of heterologous fibres to cross-complement the B. subtilis tasA deletion. These findings are indicative of specificity in the biophysical requirements of the TasA fibres across different species and/or reflect the precise molecular interactions needed for biofilm matrix assembly.


Asunto(s)
Proteínas Amiloidogénicas/metabolismo , Bacillus subtilis/fisiología , Proteínas Bacterianas/metabolismo , Biopelículas , Proteínas Amiloidogénicas/química , Proteínas Amiloidogénicas/genética , Bacillus subtilis/metabolismo , Proteínas Bacterianas/química , Proteínas Bacterianas/genética , Estructura Secundaria de Proteína , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo
3.
Sci Rep ; 7(1): 6730, 2017 07 27.
Artículo en Inglés | MEDLINE | ID: mdl-28751732

RESUMEN

BslA is a protein secreted by Bacillus subtilis which forms a hydrophobic film that coats the biofilm surface and renders it water-repellent. We have characterised three orthologues of BslA from Bacillus amyloliquefaciens, Bacillus licheniformis and Bacillus pumilus as well as a paralogue from B. subtilis called YweA. We find that the three orthologous proteins can substitute for BslA in B. subtilis and confer a degree of protection, whereas YweA cannot. The degree to which the proteins functionally substitute for native BslA correlates with their in vitro biophysical properties. Our results demonstrate the use of naturally-evolved variants to provide a framework for teasing out the molecular basis of interfacial self-assembly.


Asunto(s)
Bacillus amyloliquefaciens/genética , Bacillus licheniformis/genética , Bacillus pumilus/genética , Bacillus subtilis/genética , Proteínas Bacterianas/química , Biopelículas/crecimiento & desarrollo , Regulación Bacteriana de la Expresión Génica , Secuencia de Aminoácidos , Bacillus amyloliquefaciens/metabolismo , Bacillus licheniformis/metabolismo , Bacillus pumilus/metabolismo , Bacillus subtilis/metabolismo , Proteínas Bacterianas/genética , Proteínas Bacterianas/metabolismo , Clonación Molecular , Elasticidad , Escherichia coli/genética , Escherichia coli/metabolismo , Prueba de Complementación Genética , Variación Genética , Vectores Genéticos/química , Vectores Genéticos/metabolismo , Interacciones Hidrofóbicas e Hidrofílicas , Modelos Moleculares , Fenotipo , Filogenia , Conformación Proteica en Hélice alfa , Conformación Proteica en Lámina beta , Dominios y Motivos de Interacción de Proteínas , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Alineación de Secuencia , Homología de Secuencia de Aminoácido
4.
Proc Natl Acad Sci U S A ; 114(30): E6184-E6191, 2017 07 25.
Artículo en Inglés | MEDLINE | ID: mdl-28698374

RESUMEN

Biofilms are communities of microbial cells that are encapsulated within a self-produced polymeric matrix. The matrix is critical to the success of biofilms in diverse habitats; however, many details of the composition, structure, and function remain enigmatic. Biofilms formed by the Gram-positive bacterium Bacillus subtilis depend on the production of the secreted film-forming protein BslA. Here, we show that a gradient of electron acceptor availability through the depth of the biofilm gives rise to two distinct functional roles for BslA and that these roles can be genetically separated through targeted amino acid substitutions. We establish that monomeric BslA is necessary and sufficient to give rise to complex biofilm architecture, whereas dimerization of BslA is required to render the community hydrophobic. Dimerization of BslA, mediated by disulfide bond formation, depends on two conserved cysteine residues located in the C-terminal region. Our findings demonstrate that bacteria have evolved multiple uses for limited elements in the matrix, allowing for alternative responses in a complex, changing environment.


Asunto(s)
Bacillus subtilis/fisiología , Proteínas Bacterianas/fisiología , Biopelículas , Bacillus subtilis/genética , Proteínas Bacterianas/química , Proteínas Bacterianas/metabolismo , Interacciones Hidrofóbicas e Hidrofílicas , Oxidación-Reducción
5.
Phys Chem Chem Phys ; 19(12): 8584-8594, 2017 Mar 22.
Artículo en Inglés | MEDLINE | ID: mdl-28289744

RESUMEN

To stabilize foams, droplets and films at liquid interfaces a range of protein biosurfactants have evolved in nature. Compared to synthetic surfactants, these combine surface activity with biocompatibility and low solution aggregation. One recently studied example is Rsn-2, a component of the foam nest of the frog Engystomops pustulosus, which has been predicted to undergo a clamshell-like opening transition at the air-water interface. Using atomistic molecular dynamics simulations and surface tension measurements we study the adsorption of Rsn-2 onto air-water and cyclohexane-water interfaces. The protein adsorbs readily at both interfaces, with adsorption mediated by the hydrophobic N-terminus. At the cyclohexane-water interface the clamshell opens, due to the favourable interaction between hydrophobic residues and cyclohexane molecules and the penetration of cyclohexane molecules into the protein core. Simulations of deletion mutants showed that removal of the N-terminus inhibits interfacial adsorption, which is consistent with the surface tension measurements. Deletion of the hydrophilic C-terminus also affects adsorption, suggesting that this plays a role in orienting the protein at the interface. The characterisation of the interfacial behaviour gives insight into the factors that control the interfacial adsorption of proteins, which may inform new applications of this and similar proteins in areas including drug delivery and food technology and may also be used in the design of synthetic molecules showing similar changes in conformation at interfaces.


Asunto(s)
Proteínas Anfibias/química , Adsorción , Aire , Ciclohexanos/química , Interacciones Hidrofóbicas e Hidrofílicas , Simulación de Dinámica Molecular , Propiedades de Superficie , Agua/química
6.
Biophys Rev ; 8(4): 429-439, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-28003858

RESUMEN

Intrinsically disordered proteins, proteins that do not have a well-defined three-dimensional structure, make up a significant proportion of our proteome and are particularly prevalent in signaling and regulation. Although their importance has been realized for two decades, there is a lack of high-resolution experimental data. Molecular dynamics simulations have been crucial in reaching our current understanding of the dynamical structural ensemble sampled by intrinsically disordered proteins. In this review, we discuss enhanced sampling simulation methods that are particularly suitable to characterize the structural ensemble, along with examples of applications and limitations. The dynamics within the ensemble can be rigorously analyzed using Markov state models. We discuss recent developments that make Markov state modeling a viable approach for studying intrinsically disordered proteins. Finally, we briefly discuss challenges and future directions when applying molecular dynamics simulations to study intrinsically disordered proteins.

7.
Biophys J ; 111(4): 732-742, 2016 Aug 23.
Artículo en Inglés | MEDLINE | ID: mdl-27558717

RESUMEN

Ranaspumin-2 (Rsn-2) is a surfactant protein found in the foam nests of the túngara frog. Previous experimental work has led to a proposed model of adsorption that involves an unusual clam-shell-like unhinging of the protein at an interface. Interestingly, there is no concomitant denaturation of the secondary structural elements of Rsn-2 with the large-scale transformation of its tertiary structure. In this work we use both experiment and simulation to better understand the driving forces underpinning this unusual process. We develop a modified Go-model approach where we have included explicit representation of the side chains to realistically model the interaction between the secondary structure elements of the protein and the interface. Doing so allows for the study of the underlying energy landscape that governs the mechanism of Rsn-2 interfacial adsorption. Experimentally, we study targeted mutants of Rsn-2, using the Langmuir trough, pendant drop tensiometry, and circular dichroism, to demonstrate that the clam-shell model is correct. We find that Rsn-2 adsorption is in fact a two-step process: the hydrophobic N-terminal tail recruits the protein to the interface after which Rsn-2 undergoes an unfolding transition that maintains its secondary structure. Intriguingly, our simulations show that the conformation Rsn-2 adopts at an interface is an arrested state along the denaturation pathway. More generally, our computational model should prove a useful, and computationally efficient, tool in studying the dynamics and energetics of protein-interface interactions.


Asunto(s)
Proteínas Anfibias/química , Desplegamiento Proteico , Adsorción , Modelos Moleculares , Conformación Proteica , Propiedades de Superficie , Termodinámica
8.
Trends Biochem Sci ; 41(7): 610-620, 2016 07.
Artículo en Inglés | MEDLINE | ID: mdl-27242193

RESUMEN

Surface tension at liquid-air interfaces is a major barrier that needs to be surmounted by a wide range of organisms; surfactant and interfacially active proteins have evolved for this purpose. Although these proteins are essential for a variety of biological processes, our understanding of how they elicit their function has been limited. However, with the recent determination of high-resolution 3D structures of several examples, we have gained insight into the distinct shapes and mechanisms that have evolved to confer interfacial activity. It is now a matter of harnessing this information, and these systems, for biotechnological purposes.


Asunto(s)
Proteínas/química , Proteínas/metabolismo , Tensoactivos/química , Tensoactivos/metabolismo , Conformación Proteica , Tensión Superficial
9.
Langmuir ; 31(42): 11558-63, 2015 Oct 27.
Artículo en Inglés | MEDLINE | ID: mdl-26378478

RESUMEN

BslA is an amphiphilic protein that forms a highly hydrophobic coat around Bacillus subtilis biofilms, shielding the bacterial community from external aqueous solution. It has a unique structure featuring a distinct partition between hydrophilic and hydrophobic surfaces. This surface property is reminiscent of synthesized Janus colloids. By investigating the behavior of BslA variants at water-cyclohexane interfaces through a set of multiscale simulations informed by experimental data, we show that BslA indeed represents a biological example of an ellipsoidal Janus nanoparticle, whose surface interactions are, moreover, readily switchable. BslA contains a local conformational toggle, which controls its global affinity for, and orientation at, water-oil interfaces. This adaptability, together with single-point mutations, enables the fine-tuning of its solvent and interfacial interactions, and suggests that BslA could be a basis for biotechnological applications.


Asunto(s)
Bacillus subtilis/metabolismo , Proteínas Bacterianas/química , Coloides/química , Nanoestructuras/química , Biopelículas , Interacciones Hidrofóbicas e Hidrofílicas , Propiedades de Superficie , Agua/química
10.
J Phys Chem Lett ; 6(6): 1076-81, 2015 Mar 19.
Artículo en Inglés | MEDLINE | ID: mdl-26262873

RESUMEN

We investigate how the molecular mechanism of monomer addition to a growing amyloid fibril of the transthyretin TTR105-115 peptide is affected by pH. Using Markov state models to extract equilibrium and dynamical information from extensive all atom simulations allowed us to characterize both productive pathways in monomer addition as well as several off-pathway trapped states. We found that multiple pathways result in successful addition. All productive pathways are driven by the central hydrophobic residues in the peptide. Furthermore, we show that the slowest transitions in the system involve trapped configurations, that is, long-lived metastable states. These traps dominate the rate of fibril growth. Changing the pH essentially reweights the system, leading to clear differences in the relative importance of both productive paths and traps, yet retains the core mechanism.


Asunto(s)
Amiloide/química , Cadenas de Markov , Amiloide/metabolismo , Concentración de Iones de Hidrógeno , Modelos Estadísticos , Simulación del Acoplamiento Molecular , Prealbúmina/química , Prealbúmina/metabolismo , Multimerización de Proteína
11.
Phys Rev Lett ; 111(5): 058101, 2013 Aug 02.
Artículo en Inglés | MEDLINE | ID: mdl-23952447

RESUMEN

Polypeptides can self-assemble into hierarchically organized fibrils consisting of a stack of individually folded polypeptides driven together by hydrophobic interaction. Using a coarse-grained model, we systematically studied this self-assembly as a function of temperature and hydrophobicity of the residues on the outside of the building block. We find the self-assembly can occur via two different pathways-a random aggregation-folding route and a templated-folding process-thus indicating a strong coupling between folding and assembly. The simulation results can explain experimental evidence that assembly through stacking of folded building blocks is rarely observed, at the experimental concentrations. The model thus provides a generic picture of hierarchical fibril formation.

12.
PLoS One ; 8(6): e65617, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23762401

RESUMEN

In this paper, we present a method to quantify the extent of disorder in a system by using conditional entropies. Our approach is especially useful when other global, or mean field, measures of disorder fail. The method is equally suited for both continuum and lattice models, and it can be made rigorous for the latter. We apply it to mixing and demixing in multicomponent fluid membranes, and show that it has advantages over previous measures based on Shannon entropies, such as a much diminished dependence on binning and the ability to capture local correlations. Further potential applications are very diverse, and could include the study of local and global order in fluid mixtures, liquid crystals, magnetic materials, and particularly biomolecular systems.


Asunto(s)
Membrana Celular/metabolismo , Entropía , Hidrodinámica , Membrana Dobles de Lípidos/química , Microfluídica , Imanes/química , Lípidos de la Membrana/química , Modelos Moleculares , Modelos Teóricos , Simulación de Dinámica Molecular , Método de Montecarlo
13.
Biophys J ; 103(6): 1296-304, 2012 Sep 19.
Artículo en Inglés | MEDLINE | ID: mdl-22995502

RESUMEN

We investigate the molecular mechanism of monomer addition to a growing amyloid fibril composed of the main amyloidogenic region from the insulin peptide hormone, the LVEALYL heptapeptide. Applying transition path sampling in combination with reaction coordinate analysis reveals that the transition from a docked peptide to a locked, fully incorporated peptide can occur in two ways. Both routes involve the formation of backbone hydrogen bonds between the three central amino acids of the attaching peptide and the fibril, as well as a reorientation of the central Glu side chain of the locking peptide toward the interface between two ß-sheets forming the fibril. The mechanisms differ in the sequence of events. We also conclude that proper docking is important for correct alignment of the peptide with the fibril, as alternative pathways result in misfolding.


Asunto(s)
Amiloide/química , Insulina/química , Simulación de Dinámica Molecular , Oligopéptidos/química , Multimerización de Proteína , Secuencia de Aminoácidos , Estructura Secundaria de Proteína
14.
Methods Mol Biol ; 779: 225-42, 2011.
Artículo en Inglés | MEDLINE | ID: mdl-21837570

RESUMEN

Plasma-membrane-localized receptor kinases are essential for cell-cell communication and as sensors for the extracellular environment. Receptor function is dependent on their distribution in the membrane and interaction with other proteins that are either membrane-localized, present in the cytoplasm, or in the extracellular space. The organized distribution and mobility of receptor kinases is, therefore, thought to regulate the efficiency of downstream signaling. This chapter describes two methods to study receptor mobility in the plasma membrane. Fluorescence Correlation Spectroscopy (FCS) and Fluorescence Recovery After Photobleaching (FRAP). Especially, the combination of FRAP and FCS provides a better insight into plasma membrane receptor mobility.


Asunto(s)
Membrana Celular/metabolismo , Recuperación de Fluorescencia tras Fotoblanqueo/métodos , Proteínas de Plantas/metabolismo , Proteínas Quinasas/metabolismo , Espectrometría de Fluorescencia/métodos , Regulación de la Expresión Génica de las Plantas , Vectores Genéticos/genética , Desarrollo de la Planta , Proteínas de Plantas/genética , Plantas/genética , Plantas/metabolismo , Proteínas Quinasas/genética , Transporte de Proteínas , Protoplastos/metabolismo , Transfección
15.
Phys Chem Chem Phys ; 13(22): 10457-67, 2011 Jun 14.
Artículo en Inglés | MEDLINE | ID: mdl-21503301

RESUMEN

Triblock copolymers consisting of a silk-based ((Gly-Ala)(3)Gly-Glu) repeat flanked by hydrophilic outer blocks self-assemble into micrometer long fibrils in response to a trigger. Since the exact mechanism of the fibril formation remains unclear, we employ a multiscale modelling approach in combination with rare event simulations to elucidate key processes. Atomistic scale simulations on the silk-based block suggest a mechanism in which a polypeptide prefolded into a ß-roll structure docks to the growing end of a fibril through the formation of Glu-Glu sidechain contacts. Subsequently it can slide to the optimal position before water is expelled to form a dry interface between the fibril end and the attaching block copolymer. In addition, we find that the folded state of the silk-based block is further stabilised through interactions with its neighboring block. Templated folding may also play a role in case a partially folded polypeptide attaches. The coarse-grained simulations indicate that the attachment and subsequent sliding is mediated by the hydrophilic flanks in a size dependent manner. The hydrophilic blocks prevent random aggregation and allow growth only at the end of the fibril. Our multiscale approach may be used for other fibril-forming peptides.


Asunto(s)
Polímeros/química , Seda/química , Dipéptidos/química , Enlace de Hidrógeno , Simulación de Dinámica Molecular , Pliegue de Proteína , Estructura Secundaria de Proteína
16.
Faraday Discuss ; 144: 127-41; discussion 203-22, 467-81, 2010.
Artículo en Inglés | MEDLINE | ID: mdl-20158026

RESUMEN

Collagen-silk-collagen triblock polypeptides can self-assemble at low pH into nanometer thin fibers with a length in the order of micrometers. Previously we predicted, via all-atom simulations, the structure of the folded silk domain to be a beta-roll. In this work we develop a simple coarse-grained model of the silk domain to enable a numerical study of the fiber's properties and formation on a larger length and time scale. As an initial coarse-grained model for the fiber forming protein we chose the model of Brown et al., Proc. Natl. Acad Sci. U.S.A., 2003, 100, 10712-10717. We adapted this model, and optimized its parameters to reproduce the all-atom molecular dynamics simulation structural data. The unknown strength of the attraction between the beads representing the residues is optimized by computing the Potential of Mean Force for unfolding a strand of the beta-roll, using non-equilibrium steered MD simulations in combination with the Jarzynski relation. Using these optimized parameters we observed spontaneous folding of a short peptide. The coarse-grained beta-roll, as well as a much larger stack (a fiber) of beta-rolls, were found to be stable. Moreover, the predicted fiber persistence length is in agreement with experiment. The efficacy of the mapping of a coarse-grained system onto an all-atom simulation is discussed. The approach opens the way for large-scale simulations of fibers, based on molecular structure, and allows investigation of their nucleation, growth, cross-linking mechanism, network dynamics, and rheology.


Asunto(s)
Proteínas/química , Modelos Moleculares , Estructura Molecular , Pliegue de Proteína
17.
Eur Biophys J ; 39(2): 229-39, 2010 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-19669748

RESUMEN

Computer simulations were carried out of a number of AEDANS-labeled single cysteine mutants of a small reference membrane protein, M13 major coat protein, covering 60% of its primary sequence. M13 major coat protein is a single membrane-spanning, alpha-helical membrane protein with a relatively large water-exposed region in the N-terminus. In 10-ns molecular dynamics simulations, we analyze the behavior of the AEDANS label and the native tryptophan, which were used as acceptor and donor in previous FRET experiments. The results indicate that AEDANS is a relatively inert environmental probe that can move unhindered through the lipid membrane when attached to a membrane protein.


Asunto(s)
Proteínas de la Cápside/química , Colorantes Fluorescentes/química , Proteínas de la Membrana/química , Modelos Químicos , Simulación de Dinámica Molecular , Naftalenosulfonatos/química , Transferencia Resonante de Energía de Fluorescencia , Membrana Dobles de Lípidos/química , Modelos Moleculares , Mutación , Fosfatidilcolinas/química , Probabilidad , Conformación Proteica , Factores de Tiempo , Triptófano/química
18.
Biophys J ; 93(10): 3541-7, 2007 Nov 15.
Artículo en Inglés | MEDLINE | ID: mdl-17704180

RESUMEN

The structure of a membrane-embedded alpha-helical reference protein, the M13 major coat protein, is characterized under different conditions of hydrophobic mismatch using fluorescence resonance energy transfer in combination with high-throughput mutagenesis. We show that the structure is similar in both thin (14:1) and thick (20:1) phospholipid bilayers, indicating that the protein does not undergo large structural rearrangements in response to conditions of hydrophobic mismatch. We introduce a "helical fingerprint" analysis, showing that amino acid residues 1-9 are unstructured in both phospholipid bilayers. Our findings indicate the presence of pi-helical domains in the transmembrane segment of the protein; however, no evidence is found for a structural adaptation to the degree of hydrophobic mismatch. In light of current literature, and based on our data, we conclude that aggregation (at high protein concentration) and adjustment of the tilt angle and the lipid structure are the dominant responses to conditions of hydrophobic mismatch.


Asunto(s)
Quinasa de Cadena Ligera de Miosina/química , Fragmentos de Péptidos/química , Aminoácidos/química , Membrana Celular/metabolismo , Cisteína/química , Lípidos/química , Microscopía Fluorescente , Modelos Moleculares , Modelos Estadísticos , Conformación Molecular , Mutagénesis , Mutación , Fosfolípidos/química , Conformación Proteica , Estructura Secundaria de Proteína , Estructura Terciaria de Proteína
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