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1.
Nucleic Acids Res ; 52(W1): W200-W206, 2024 Jul 05.
Artículo en Inglés | MEDLINE | ID: mdl-38661218

RESUMEN

The growing importance of protein design to various research disciplines motivates the development of integrative computational platforms that enhance the accessibility and interoperability of different design tools. To this end, we describe a web-based toolkit that builds on the Damietta protein design engine, which deploys a tensorized energy calculation framework. The Damietta Server seamlessly integrates different design tools, in addition to other tools such as message-passing neural networks and molecular dynamics routines, allowing the user to perform multiple operations on structural models and forward them across tools. The toolkit can be used for tasks such as core or interface design, symmetric design, mutagenic scanning, or conformational sampling, through an intuitive user interface. With the envisioned integration of more tools, the Damietta Server will provide a central resource for protein design and analysis, benefiting basic and applied biomedical research communities. The toolkit is available with no login requirement through https://damietta.de/.


Asunto(s)
Internet , Proteínas , Programas Informáticos , Proteínas/química , Conformación Proteica , Ingeniería de Proteínas/métodos , Interfaz Usuario-Computador , Simulación de Dinámica Molecular
2.
bioRxiv ; 2024 Mar 14.
Artículo en Inglés | MEDLINE | ID: mdl-38559167

RESUMEN

To promote intracellular survival and infection, Legionella spp. translocate hundreds of effector proteins into eukaryotic host cells using a type IV b protein secretion system (T4bSS). T4bSS are well known to translocate soluble as well as transmembrane domain-containing effector proteins (TMD-effectors) but the mechanisms of secretion are still poorly understood. Herein we investigated the secretion of hydrophobic TMD-effectors, of which about 80 were previously reported to be encoded by L. pneumophila. A proteomic analysis of fractionated membranes revealed that TMD-effectors are targeted to and inserted into the bacterial inner membranes of L. pneumophila independent of the presence of a functional T4bSS. While the T4bSS chaperones IcmS and IcmW were critical for secretion of all tested TMD-effectors, they did not influence inner membrane targeting of these proteins. As for soluble effector proteins, translocation of TMD-effectors into host cells depended on a C-terminal secretion signal and this signal needed to be presented towards the cytoplasmic side of the inner membrane. A different secretion behavior of TMD- and soluble effectors and the need for small periplasmic loops within TMD-effectors provided strong evidence that TMD-effectors are secreted in a two-step secretion process: Initially, an inner membrane intermediate is formed, that is extracted towards the cytoplasmic side, possibly by the help of the type IV coupling protein complex and subsequently secreted into eukaryotic host cells by the T4bSS core complex. Overall, our study highlights the amazing versatility of T4bSS to secrete soluble and TMD-effectors from different subcellular locations of the bacterial cell.

3.
Virulence ; 13(1): 2042-2058, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-36411449

RESUMEN

Legionella pneumophila (L.p.) is a bacterial pathogen which is a common causative agent of pneumonia. In humans, it infects alveolar macrophages and transfers hundreds of virulence factors that interfere with cellular signalling pathways and the transcriptomic landscape to sustain its own replication. By this interaction, it has acquired eukaryote-like protein motifs by gene transfer events that partake in the pathogenicity of Legionella. In a computational screening approach for eukaryotic motifs in the transcriptome of Legionella, we identified the L.p. strain Corby protein ABQ55614 as putative histone-deacetylase and named it "suppressing modifier of histones 1" (Smh1). During infection, Smh1 is translocated from the Legionella vacuole into the host cytosol. When expressed in human macrophage THP-1 cells, Smh1 was localized predominantly in the nucleus, leading to broad histone H3 and H4 deacetylation, blunted expression of a large number of genes (e.g. IL-1ß and IL-8), and fostered intracellular bacterial replication. L.p. with a Smh1 knockdown grew normally in media but showed a slight growth defect inside the host cell. Furthermore, Smh1 showed a very potent histone deacetylation activity in vitro, e.g. at H3K14, that could be inhibited by targeted mutation of the putative catalytic center inferred by analogy with eukaryotic HDAC8, and with the deacetylase inhibitor trichostatin A. In summary, Smh1 displays functional homology with class I/II type HDACs. We identified Smh1 as a new Legionella virulence factor with a eukaryote-like histone-deacetylase activity that moderates host gene expression and might pave the way for further histone modifications.IMPORTANCELegionella pneumophila (L.p.) is a prominent bacterial pathogen, which is a common causative agent of pneumonia. In order to survive inside the host cell, the human macrophage, it profoundly interacts with host cell processes to advance its own replication. In this study, we identify a bacterial factor, Smh1, with yet unknown function as a host histone deacetylase. The activity of this factor in the host cell leads to attenuated gene expression and increased intracellular bacterial replication.


Asunto(s)
Eucariontes , Legionella pneumophila , Humanos , Histonas/genética , Legionella pneumophila/genética , Células Eucariotas , Investigación , Factores de Virulencia/genética , Histona Desacetilasas , Proteínas Represoras
4.
Mol Microbiol ; 113(6): 1240-1254, 2020 06.
Artículo en Inglés | MEDLINE | ID: mdl-32068313

RESUMEN

The elucidation of the molecular mechanisms of secretion through bacterial protein secretion systems is impeded by a shortage of assays to quantitatively assess secretion kinetics. Also the analysis of the biological role of these secretion systems as well as the identification of inhibitors targeting these systems would greatly benefit from the availability of a simple, quick and quantitative assay to monitor principle secretion and injection into host cells. Here, we present a versatile solution to this need, utilizing the small and very bright NanoLuc luciferase to assess the function of the type III secretion system encoded by Salmonella pathogenicity island 1. Type III secretion substrate-NanoLuc fusions are readily secreted into the culture supernatant, where they can be quantified by luminometry after removal of bacteria. The NanoLuc-based secretion assay features a very high signal-to-noise ratio and sensitivity down to the nanolitre scale. The assay enables monitoring of secretion kinetics and is adaptable to a high throughput screening format in 384-well microplates. We further developed a split NanoLuc-based assay that enables the real-time monitoring of type III secretion-dependent injection of effector-HiBiT fusions into host cells stably expressing the complementing NanoLuc-LgBiT.


Asunto(s)
Proteínas Bacterianas/metabolismo , Mediciones Luminiscentes/métodos , Sistemas de Secreción Tipo III/metabolismo , Ensayos Analíticos de Alto Rendimiento/métodos , Luciferasas , Transporte de Proteínas , Salmonella/genética , Salmonella/metabolismo
5.
Nat Commun ; 9(1): 3467, 2018 08 27.
Artículo en Inglés | MEDLINE | ID: mdl-30150748

RESUMEN

Many bacteria export effector proteins fulfilling their function in membranes of a eukaryotic host. These effector membrane proteins appear to contain signals for two incompatible bacterial secretion pathways in the same protein: a specific export signal, as well as transmembrane segments that one would expect to mediate targeting to the bacterial inner membrane. Here, we show that the transmembrane segments of effector proteins of type III and type IV secretion systems indeed integrate in the membrane as required in the eukaryotic host, but that their hydrophobicity in most instances is just below the threshold required for mediating targeting to the bacterial inner membrane. Furthermore, we show that binding of type III secretion chaperones to both the effector's chaperone-binding domain and adjacent hydrophobic transmembrane segments also prevents erroneous targeting. These results highlight the evolution of a fine discrimination between targeting pathways that is critical for the virulence of many bacterial pathogens.


Asunto(s)
Proteínas Bacterianas/metabolismo , Sistemas de Secreción Bacterianos/metabolismo , Proteínas de la Membrana/metabolismo , Interacciones Hidrofóbicas e Hidrofílicas , Unión Proteica , Virulencia
6.
FEMS Microbiol Lett ; 365(19)2018 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-30107569

RESUMEN

Virulence-associated type III secretion systems (T3SS) serve the injection of bacterial effector proteins into eukaryotic host cells. They are able to secrete a great diversity of substrate proteins in order to modulate host cell function, and have evolved to sense host cell contact and to inject their substrates through a translocon pore in the host cell membrane. T3SS substrates contain an N-terminal signal sequence and often a chaperone-binding domain for cognate T3SS chaperones. These signals guide the substrates to the machine where substrates are unfolded and handed over to the secretion channel formed by the transmembrane domains of the export apparatus components and by the needle filament. Secretion itself is driven by the proton motive force across the bacterial inner membrane. The needle filament measures 20-150 nm in length and is crowned by a needle tip that mediates host-cell sensing. Secretion through T3SS is a highly regulated process with early, intermediate and late substrates. A strict secretion hierarchy is required to build an injectisome capable of reaching, sensing and penetrating the host cell membrane, before host cell-acting effector proteins are deployed. Here, we review the recent progress on elucidating the assembly, structure and function of T3SS injectisomes.


Asunto(s)
Proteínas Bacterianas/metabolismo , Sistemas de Secreción Tipo III/metabolismo , Membrana Celular/metabolismo , Células Eucariotas/metabolismo , Células Eucariotas/microbiología
7.
PLoS Genet ; 14(7): e1007514, 2018 07.
Artículo en Inglés | MEDLINE | ID: mdl-29985927

RESUMEN

The stringent response is characterized by (p)ppGpp synthesis resulting in repression of translation and reprogramming of the transcriptome. In Staphylococcus aureus, (p)ppGpp is synthesized by the long RSH (RelA/SpoT homolog) enzyme, RelSau or by one of the two short synthetases (RelP, RelQ). RSH enzymes are characterized by an N-terminal enzymatic domain bearing distinct motifs for (p)ppGpp synthetase or hydrolase activity and a C-terminal regulatory domain (CTD) containing conserved motifs (TGS, DC and ACT). The intramolecular switch between synthetase and hydrolase activity of RelSau is crucial for the adaption of S. aureus to stress (stringent) or non-stress (relaxed) conditions. We elucidated the role of the CTD in the enzymatic activities of RelSau. Growth pattern, transcriptional analyses and in vitro assays yielded the following results: i) in vivo, under relaxed conditions, as well as in vitro, the CTD inhibits synthetase activity but is not required for hydrolase activity; ii) under stringent conditions, the CTD is essential for (p)ppGpp synthesis; iii) RelSau lacking the CTD exhibits net hydrolase activity when expressed in S. aureus but net (p)ppGpp synthetase activity when expressed in E. coli; iv) the TGS and DC motifs within the CTD are required for correct stringent response, whereas the ACT motif is dispensable, v) Co-immunoprecipitation indicated that the CTD interacts with the ribosome, which is largely dependent on the TGS motif. In conclusion, RelSau primarily exists in a synthetase-OFF/hydrolase-ON state, the TGS motif within the CTD is required to activate (p)ppGpp synthesis under stringent conditions.


Asunto(s)
Proteínas Bacterianas/genética , Regulación Bacteriana de la Expresión Génica , Hidrolasas/genética , Ligasas/genética , Staphylococcus aureus/fisiología , Adaptación Fisiológica/genética , Secuencias de Aminoácidos/fisiología , Proteínas Bacterianas/metabolismo , Hidrolasas/metabolismo , Ligasas/metabolismo , Ribosomas/metabolismo , Estrés Fisiológico/fisiología
8.
Biol Chem ; 398(2): 155-164, 2017 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-27664774

RESUMEN

Gaining knowledge of the structural makeup of protein complexes is critical to advance our understanding of their formation and functions. This task is particularly challenging for transmembrane protein complexes, and grows ever more imposing with increasing size of these large macromolecular structures. The last 10 years have seen a steep increase in solved high-resolution membrane protein structures due to both new and improved methods in the field, but still most structures of large transmembrane complexes remain elusive. An important first step towards the structure elucidation of these difficult complexes is the determination of their stoichiometry, which we discuss in this review. Knowing the stoichiometry of complex components not only answers unresolved structural questions and is relevant for understanding the molecular mechanisms of macromolecular machines but also supports further attempts to obtain high-resolution structures by providing constraints for structure calculations.


Asunto(s)
Proteínas de la Membrana/química , Proteínas de la Membrana/metabolismo , Humanos
9.
PLoS Pathog ; 12(12): e1006071, 2016 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-27977800

RESUMEN

Bacterial type III protein secretion systems inject effector proteins into eukaryotic host cells in order to promote survival and colonization of Gram-negative pathogens and symbionts. Secretion across the bacterial cell envelope and injection into host cells is facilitated by a so-called injectisome. Its small hydrophobic export apparatus components SpaP and SpaR were shown to nucleate assembly of the needle complex and to form the central "cup" substructure of a Salmonella Typhimurium secretion system. However, the in vivo placement of these components in the needle complex and their function during the secretion process remained poorly defined. Here we present evidence that a SpaP pentamer forms a 15 Å wide pore and provide a detailed map of SpaP interactions with the export apparatus components SpaQ, SpaR, and SpaS. We further refine the current view of export apparatus assembly, consolidate transmembrane topology models for SpaP and SpaR, and present intimate interactions of the periplasmic domains of SpaP and SpaR with the inner rod protein PrgJ, indicating how export apparatus and needle filament are connected to create a continuous conduit for substrate translocation.


Asunto(s)
Salmonella typhimurium/metabolismo , Salmonella typhimurium/ultraestructura , Sistemas de Secreción Tipo III/metabolismo , Sistemas de Secreción Tipo III/ultraestructura , Cromatografía en Gel , Procesamiento de Imagen Asistido por Computador , Immunoblotting , Espectrometría de Masas , Microscopía Electrónica
10.
J Biol Chem ; 289(11): 7388-98, 2014 Mar 14.
Artículo en Inglés | MEDLINE | ID: mdl-24369174

RESUMEN

Trimeric autotransporter adhesins (TAAs) are important virulence factors of many Gram-negative bacterial pathogens. TAAs form fibrous, adhesive structures on the bacterial cell surface. Their N-terminal extracellular domains are exported through a C-terminal membrane pore; the insertion of the pore domain into the bacterial outer membrane follows the rules of ß-barrel transmembrane protein biogenesis and is dependent on the essential Bam complex. We have recently described the full fiber structure of SadA, a TAA of unknown function in Salmonella and other enterobacteria. In this work, we describe the structure and function of SadB, a small inner membrane lipoprotein. The sadB gene is located in an operon with sadA; orthologous operons are only found in enterobacteria, whereas other TAAs are not typically associated with lipoproteins. Strikingly, SadB is also a trimer, and its co-expression with SadA has a direct influence on SadA structural integrity. This is the first report of a specific export factor of a TAA, suggesting that at least in some cases TAA autotransport is assisted by additional periplasmic proteins.


Asunto(s)
Enterobacteriaceae/metabolismo , Lipoproteínas/metabolismo , Salmonella/metabolismo , Adhesinas Bacterianas/genética , Adhesinas Bacterianas/metabolismo , Transporte Biológico , Separación Celular , Clonación Molecular , Cartilla de ADN , Citometría de Flujo , Lipoproteínas/genética , Modelos Moleculares , Biblioteca de Péptidos , Periplasma/metabolismo , Plásmidos/metabolismo , Multimerización de Proteína , Estructura Terciaria de Proteína , Propiedades de Superficie
11.
Proc Natl Acad Sci U S A ; 109(51): 20907-12, 2012 Dec 18.
Artículo en Inglés | MEDLINE | ID: mdl-23213248

RESUMEN

Trimeric autotransporter adhesins (TAAs) are modular, highly repetitive surface proteins that mediate adhesion to host cells in a broad range of Gram-negative pathogens. Although their sizes may differ by more than one order of magnitude, they all follow the same basic head-stalk-anchor architecture, where the head mediates adhesion and autoagglutination, the stalk projects the head from the bacterial surface, and the anchor provides the export function and attaches the adhesin to the bacterial outer membrane after export is complete. In complex adhesins, head and stalk domains may alternate several times before the anchor is reached. Despite extensive sequence divergence, the structures of TAA domains are highly constrained, due to the tight interleaving of their constituent polypeptide chains. We have therefore taken a "domain dictionary" approach to characterize representatives for each domain type by X-ray crystallography and use these structures to reconstruct complete TAA fibers. With SadA from Salmonella enterica, EhaG from enteropathogenic Escherichia coli (EHEC), and UpaG from uropathogenic E. coli (UPEC), we present three representative structures of a complex adhesin that occur in a conserved genomic context in Enterobacteria and is essential in the infection process of uropathogenic E. coli. Our work proves the applicability of the dictionary approach to understanding the structure of a class of proteins that are otherwise poorly tractable by high-resolution methods and provides a basis for the rapid and detailed annotation of newly identified TAAs.


Asunto(s)
Adhesinas Bacterianas/química , Escherichia coli Enteropatógena/metabolismo , Salmonella enterica/metabolismo , Secuencia de Aminoácidos , Transporte Biológico , Cristalografía por Rayos X/métodos , Proteínas de Escherichia coli/metabolismo , Microscopía Electrónica de Rastreo/métodos , Conformación Molecular , Datos de Secuencia Molecular , Péptidos/química , Conformación Proteica , Estructura Secundaria de Proteína , Estructura Terciaria de Proteína
12.
Philos Trans R Soc Lond B Biol Sci ; 367(1592): 1088-101, 2012 Apr 19.
Artículo en Inglés | MEDLINE | ID: mdl-22411980

RESUMEN

Autotransport in Gram-negative bacteria denotes the ability of surface-localized proteins to cross the outer membrane (OM) autonomously. Autotransporters perform this task with the help of a ß-barrel transmembrane domain localized in the OM. Different classes of autotransporters have been investigated in detail in recent years; classical monomeric but also trimeric autotransporters comprise many important bacterial virulence factors. So do the two-partner secretion systems, which are a special case as the transported protein resides on a different polypeptide chain than the transporter. Despite the great interest in these proteins, the exact mechanism of the transport process remains elusive. Moreover, different periplasmic and OM factors have been identified that play a role in the translocation, making the term 'autotransport' debatable. In this review, we compile the wealth of details known on the mechanism of single autotransporters from different classes and organisms, and put them into a bigger perspective. We also discuss recently discovered or rediscovered classes of autotransporters.


Asunto(s)
Proteínas de la Membrana Bacteriana Externa/química , Sistemas de Secreción Bacterianos , Membrana Celular/química , Bacterias Gramnegativas/química , Adhesinas Bacterianas/química , Proteínas Bacterianas/química , Bacterias Gramnegativas/fisiología , Modelos Moleculares , Periplasma/química , Pliegue de Proteína , Estructura Terciaria de Proteína , Transporte de Proteínas , Factores de Virulencia/química
13.
Nucleic Acids Res ; 39(Web Server issue): W353-6, 2011 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-21609955

RESUMEN

Genomic neighborhood can provide important insights into evolution and function of a protein or gene. When looking at operons, changes in operon structure and composition can only be revealed by looking at the operon as a whole. To facilitate the analysis of the genomic context of a query in multiple organisms we have developed Genomic Context Viewer (GCView). GCView accepts results from one or multiple protein homology searches such as BLASTp as input. For each hit, the neighboring protein-coding genes are extracted, the regions of homology are labeled for each input and the results are presented as a clear, interactive graphical output. It is also possible to add more searches to iteratively refine the output. GCView groups outputs by the hits for different proteins. This allows for easy comparison of different operon compositions and structures. The tool is embedded in the framework of the Bioinformatics Toolkit of the Max-Planck Institute for Developmental Biology (MPI Toolkit). Job results from the homology search tools inside the MPI Toolkit can be forwarded to GCView and results can be subsequently analyzed by sequence analysis tools. Results are stored online, allowing for later reinspection. GCView is freely available at http://toolkit.tuebingen.mpg.de/gcview.


Asunto(s)
Homología de Secuencia de Aminoácido , Programas Informáticos , Genómica , Proteínas/genética , Interfaz Usuario-Computador
14.
Adv Exp Med Biol ; 715: 257-69, 2011.
Artículo en Inglés | MEDLINE | ID: mdl-21557069

RESUMEN

Since its introduction 70 years ago electron microscopy has become an invaluable tool for microbiology and the study of bacterial interaction. Technological development over the past decades has enabled researchers to resolve smaller and smaller details in bacterial samples, while new preparation techniques like cryo preparation now allow to investigate bacteria even closer to their natural state. In this chapter we give a brief overview of electron microscopy techniques suitable for the investigation of bacterial adhesion at molecular as well as cellular level and a short outlook on future technologies relevant to the field.


Asunto(s)
Adhesión Bacteriana/fisiología , Microscopía Electrónica/métodos , Bacterias/ultraestructura , Técnicas Bacteriológicas/métodos , Humanos , Microscopía Electrónica de Rastreo/métodos , Microscopía Electrónica de Transmisión/métodos
15.
Mol Biol Cell ; 22(10): 1638-47, 2011 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-21460184

RESUMEN

ß-barrel proteins are found in the outer membranes of eukaryotic organelles of endosymbiotic origin as well as in the outer membrane of Gram-negative bacteria. Precursors of mitochondrial ß-barrel proteins are synthesized in the cytosol and have to be targeted to the organelle. Currently, the signal that assures their specific targeting to mitochondria is poorly defined. To characterize the structural features needed for specific mitochondrial targeting and to test whether a full ß-barrel structure is required, we expressed in yeast cells the ß-barrel domain of the trimeric autotransporter Yersinia adhesin A (YadA). Trimeric autotransporters are found only in prokaryotes, where they are anchored to the outer membrane by a single 12-stranded ß-barrel structure to which each monomer is contributing four ß-strands. Importantly, we found that YadA is solely localized to the mitochondrial outer membrane, where it exists in a native trimeric conformation. These findings demonstrate that, rather than a linear sequence or a complete ß-barrel structure, four ß-strands are sufficient for the mitochondria to recognize and assemble a ß-barrel protein. Remarkably, the evolutionary origin of mitochondria from bacteria enables them to import and assemble even proteins belonging to a class that is absent in eukaryotes.


Asunto(s)
Adhesinas Bacterianas/biosíntesis , Mitocondrias/metabolismo , Membranas Mitocondriales/metabolismo , Fragmentos de Péptidos/biosíntesis , Proteínas Recombinantes/biosíntesis , Adhesinas Bacterianas/metabolismo , Modelos Moleculares , Chaperonas Moleculares/metabolismo , Fragmentos de Péptidos/metabolismo , Pliegue de Proteína , Multimerización de Proteína , Señales de Clasificación de Proteína , Estabilidad Proteica , Estructura Cuaternaria de Proteína , Estructura Secundaria de Proteína , Estructura Terciaria de Proteína , Proteínas Recombinantes/metabolismo , Saccharomyces cerevisiae
16.
J Proteome Res ; 9(12): 6135-47, 2010 Dec 03.
Artículo en Inglés | MEDLINE | ID: mdl-20932056

RESUMEN

Proteomics studies of pathogenic bacteria are an important basis for biomarker discovery and for the development of antimicrobial drugs and vaccines. Especially where vaccines are concerned, it is of great interest to explore which bacterial factors are exposed on the bacterial cell surface and thus can be directly accessed by the immune system. One crucial step in proteomics studies of bacteria is an efficient subfractionation of their cellular compartments. We set out to compare and improve different protocols for the fractionation of proteins from Gram-negative bacteria into outer membrane, cytoplasmic membrane, periplasmic, and cytosolic fractions, with a focus on the outer membrane. Overall, five methods were compared, three methods for the fast isolation of outer membrane proteins and two methods for the fractionation of each cellular compartment, using Escherichia coli BL21 as a model organism. Proteins from the different fractions were prepared for further mass spectrometric analysis by SDS gel electrophoresis and consecutive in-gel tryptic digestion. Most published subfractionation protocols were not explicitly developed for proteomics applications. Thus, we evaluated not only the separation quality of the five methods but also the suitability of the samples for mass spectrometric analysis. We could obtain high quality mass spectrometry data from one-dimensional SDS-PAGE, which greatly reduces experimental time and sample amount compared to two-dimensional electrophoresis methods. We then applied the most specific fractionation technique to different Gram-negative pathogens, showing that it is efficient in separating the subcellular proteomes independent of the species and that it is capable of producing high-quality proteomics data in electrospray ionization mass spectrometry.


Asunto(s)
Proteínas Bacterianas/análisis , Bacterias Gramnegativas/metabolismo , Proteoma/análisis , Proteómica/métodos , Proteínas de la Membrana Bacteriana Externa/análisis , Proteínas de la Membrana Bacteriana Externa/aislamiento & purificación , Proteínas Bacterianas/aislamiento & purificación , Fraccionamiento Celular/métodos , Electroforesis en Gel de Poliacrilamida , Escherichia coli/citología , Escherichia coli/metabolismo , Bacterias Gramnegativas/citología , Espectrometría de Masas
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