Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 17 de 17
Filtrar
Más filtros










Base de datos
Intervalo de año de publicación
1.
Sci Transl Med ; 13(625): eabg7565, 2021 12 22.
Artículo en Inglés | MEDLINE | ID: mdl-34936383

RESUMEN

Chimeric antigen receptor (CAR) T cells induce durable responses in patients with refractory hematological tumors. However, low CAR T cell activity, poor engraftment, or short in-patient persistence can lead to tumor progression or relapse. Furthermore, excessive CAR T cell expansion and activation can result in life-threatening cytokine release syndrome (CRS). Thus, in-patient control of the CAR T cell population is essential. Interleukin-2 (IL-2) is a critical cytokine for T cell proliferation and effector function, but its clinical use is limited by immune-mediated toxicity. Here, we report on an orthogonal IL-2 receptor and ligand system that enables specific in vivo control of CAR T cell expansion and activation, wherein an orthogonal human IL-2 (STK-009) selectively pairs with an orthogonal human IL-2Rß (hoRb) expressed on CAR T cells. STK-009 expands hoRb-expressing CAR T cells in the presence and absence of tumor antigen and maintains the presence of stem cell memory T cells (TSCM) and effector T cells. In preclinical models of human CAR-refractory lymphoma, STK-009 treatment resulted in systemic and intratumoral expansion and activation of hoRb-expressing anti­CD19-CD28ζ CAR T cells (SYNCAR). The orthogonal IL-2 receptor/ligand system delivers complete responses in large subcutaneous lymphomas, even with substantially reduced CAR T cell doses, by selectively expanding and activating CAR T cells in vivo. STK-009 withdrawal allowed normal CAR T cell contraction, thereby limiting CRS induced by tumor antigen­specific T cell activation. These data suggest that the orthogonal IL-2 receptor/ligand system provides the in vivo control necessary to maximize efficacy of CAR T therapies.


Asunto(s)
Interleucina-2 , Linfoma , Antígenos CD19 , Humanos , Inmunoterapia Adoptiva , Linfoma/terapia , Recurrencia Local de Neoplasia/terapia , Receptores de Antígenos de Linfocitos T , Linfocitos T
2.
Sci Rep ; 11(1): 566, 2021 01 12.
Artículo en Inglés | MEDLINE | ID: mdl-33436675

RESUMEN

Melanotransferrin (MTf) is an iron-binding member of the transferrin superfamily that can be membrane-anchored or secreted in serum. On cells, it can mediate transferrin-independent iron uptake and promote proliferation. In serum, it is a transcytotic iron transporter across the blood-brain barrier. MTf has been exploited as a drug delivery carrier to the brain and as an antibody-drug conjugate (ADC) target due to its oncogenic role in melanoma and its elevated expression in triple-negative breast cancer (TNBC). For treatment of TNBC, an MTf-targeting ADC completed a phase I clinical trial (NCT03316794). The structure of its murine, unconjugated Fab fragment (SC57.32) is revealed here in complex with MTf. The MTf N-lobe is in an active and iron-bound, closed conformation while the C-lobe is in an open conformation incompatible with iron binding. This combination of active and inactive domains displays a novel inter-domain arrangement in which the C2 subdomain angles away from the N-lobe. The C2 subdomain also contains the SC57.32 glyco-epitope, which comprises ten protein residues and two N-acetylglucosamines. Our report reveals novel features of MTf and provides a point of reference for MTf-targeting, structure-guided drug design.


Asunto(s)
Fragmentos Fab de Inmunoglobulinas/química , Glicoproteínas de Membrana/química , Glicoproteínas de Membrana/fisiología , Dominios Proteicos , Acetilglucosamina , Animales , Transporte Biológico , Barrera Hematoencefálica/metabolismo , Sistemas de Liberación de Medicamentos , Diseño de Fármacos , Expresión Génica , Humanos , Fragmentos Fab de Inmunoglobulinas/genética , Fragmentos Fab de Inmunoglobulinas/metabolismo , Fragmentos Fab de Inmunoglobulinas/fisiología , Hierro/metabolismo , Macaca fascicularis , Melanoma/etiología , Melanoma/genética , Glicoproteínas de Membrana/genética , Glicoproteínas de Membrana/metabolismo , Ratones , Unión Proteica , Neoplasias de la Mama Triple Negativas/genética
3.
J Am Chem Soc ; 142(36): 15575-15584, 2020 09 09.
Artículo en Inglés | MEDLINE | ID: mdl-32804495

RESUMEN

"Smart" biomaterials that are responsive to physiological or biochemical stimuli have found many biomedical applications for tissue engineering, therapeutics, and molecular imaging. In this work, we describe in situ polymerization of activatable biorthogonal small molecules in response to a reducing environment change in vivo. We designed a carbohydrate linker- and cyanobenzothiazole-cysteine condensation reaction-based small molecule scaffold that can undergo rapid condensation reaction upon physiochemical changes (such as a reducing environment) to form polymers (pseudopolysaccharide). The fluorescent and photoacoustic properties of a fluorophore-tagged condensation scaffold before and after the transformation have been examined with a dual-modality optical imaging method. These results confirmed the in situ polymerization of this probe after both local and systemic administration in living mice.


Asunto(s)
Benzotiazoles/química , Carbohidratos/química , Cisteína/química , Colorantes Fluorescentes/química , Nitrilos/química , Imagen Óptica , Polimerizacion , Animales , Línea Celular Tumoral , Femenino , Colorantes Fluorescentes/síntesis química , Humanos , Ratones , Ratones Endogámicos BALB C , Ratones Desnudos , Estructura Molecular , Neoplasias Experimentales/diagnóstico por imagen , Oxidación-Reducción
4.
J Struct Biol ; 211(1): 107512, 2020 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-32325220

RESUMEN

Dipeptidase 3 (DPEP3) is one of three glycosylphosphatidylinositol-anchored metallopeptidases potentially involved in the hydrolytic metabolism of dipeptides. While its exact biological function is not clear, DPEP3 expression is normally limited to testis, but can be elevated in ovarian cancer. Antibody drug conjugates targeting DPEP3 have shown efficacy in preclinical models with a pyrrolobenzodiazepine conjugate, SC-003, dosed in a phase I clinical trial (NCT02539719). Here we reveal the novel atomic structure of DPEP3 alone and in complex with the SC-003 Fab fragment at 1.8 and 2.8 Å, respectively. The structure of DPEP3/SC-003 Fab complex reveals an eighteen-residue epitope across the DPEP3 dimerization interface distinct from the enzymatic active site. DPEP1 and DPEP3 extracellular domains share a conserved, dimeric TIM (ß/α)8-barrel fold, consistent with 49% sequence identity. However, DPEP3 diverges from DPEP1 and DPEP2 in key positions of its active site: a histidine to tyrosine variation at position 269 reduces affinity for the ß zinc and may cause substrate steric hindrance, whereas an aspartate to asparagine change at position 359 abolishes activation of the nucleophilic water/hydroxide, resulting in no in vitro activity against a variety of dipeptides and biological substrates (imipenem, leukotriene D4 and cystinyl-bis-glycine). Hence DPEP3, unlike DPEP1 and DPEP2, may require an activating co-factor in vivo or may remain an inactive, degenerate enzyme. This report sheds light on the structural discriminants between active and inactive membrane dipeptidases and provides a benchmark to characterize current and future DPEP3-targeted therapeutic approaches.


Asunto(s)
Dipeptidasas/ultraestructura , Epítopos/ultraestructura , Inmunoconjugados/ultraestructura , Anticuerpos/química , Anticuerpos/inmunología , Anticuerpos/ultraestructura , Dipeptidasas/química , Dipeptidasas/genética , Dipeptidasas/inmunología , Epítopos/genética , Epítopos/inmunología , Humanos , Inmunoconjugados/genética , Inmunoconjugados/inmunología , Fragmentos Fab de Inmunoglobulinas/genética , Fragmentos Fab de Inmunoglobulinas/inmunología , Fragmentos Fab de Inmunoglobulinas/ultraestructura , Proteínas de la Membrana/inmunología , Proteínas de la Membrana/ultraestructura , Proteolisis
5.
Structure ; 23(4): 688-99, 2015 Apr 07.
Artículo en Inglés | MEDLINE | ID: mdl-25752542

RESUMEN

C1q-like (C1QL) -1, -2, and -3 proteins are encoded by homologous genes that are highly expressed in brain. C1QLs bind to brain-specific angiogenesis inhibitor 3 (BAI3), an adhesion-type G-protein coupled receptor that may regulate dendritic morphology by organizing actin filaments. To begin to understand the function of C1QLs, we determined high-resolution crystal structures of the globular C1q-domains of C1QL1, C1QL2, and C1QL3. Each structure is a trimer, with each protomer forming a jelly-roll fold consisting of 10 ß strands. Moreover, C1QL trimers may assemble into higher-order oligomers similar to adiponectin and contain four Ca(2+)-binding sites along the trimeric symmetry axis, as well as additional surface Ca(2+)-binding sites. Mutation of Ca(2+)-coordinating residues along the trimeric symmetry axis lowered the Ca(2+)-binding affinity and protein stability. Our results reveal unique structural features of C1QLs among C1q/TNF superfamily proteins that may be associated with their specific brain functions.


Asunto(s)
Complemento C1q/química , Adiponectina/química , Adiponectina/metabolismo , Secuencia de Aminoácidos , Calcio/metabolismo , Complemento C1q/genética , Complemento C1q/metabolismo , Datos de Secuencia Molecular , Mutación , Unión Proteica , Multimerización de Proteína , Estabilidad Proteica , Estructura Terciaria de Proteína
6.
J Biol Chem ; 290(16): 10518-34, 2015 Apr 17.
Artículo en Inglés | MEDLINE | ID: mdl-25716318

RESUMEN

Sec1/Munc18 (SM) proteins are essential for membrane trafficking, but their molecular mechanism remains unclear. Using a single vesicle-vesicle content-mixing assay with reconstituted neuronal SNAREs, synaptotagmin-1, and complexin-1, we show that the neuronal SM protein Munc18a/nSec1 has no effect on the intrinsic kinetics of both spontaneous fusion and Ca(2+)-triggered fusion between vesicles that mimic synaptic vesicles and the plasma membrane. However, wild type Munc18a reduced vesicle association ∼50% when the vesicles bearing the t-SNAREs syntaxin-1A and SNAP-25 were preincubated with Munc18 for 30 min. Single molecule experiments with labeled SNAP-25 indicate that the reduction of vesicle association is a consequence of sequestration of syntaxin-1A by Munc18a and subsequent release of SNAP-25 (i.e. Munc18a captures syntaxin-1A via its high affinity interaction). Moreover, a phosphorylation mimic mutant of Munc18a with reduced affinity to syntaxin-1A results in less reduction of vesicle association. In summary, Munc18a does not directly affect fusion, although it has an effect on the t-SNARE complex, depending on the presence of other factors and experimental conditions. Our results suggest that Munc18a primarily acts at the prefusion stage.


Asunto(s)
Proteínas Adaptadoras del Transporte Vesicular/genética , Calcio/metabolismo , Fusión de Membrana , Proteínas Munc18/genética , Proteínas del Tejido Nervioso/genética , Vesículas Sinápticas/metabolismo , Sinaptotagmina I/genética , Proteínas Adaptadoras del Transporte Vesicular/metabolismo , Animales , Escherichia coli/genética , Escherichia coli/metabolismo , Expresión Génica , Cinética , Proteínas Munc18/metabolismo , Proteínas del Tejido Nervioso/metabolismo , Neuronas/citología , Neuronas/metabolismo , Fosforilación , Unión Proteica , Ratas , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Transmisión Sináptica , Vesículas Sinápticas/química , Proteína 25 Asociada a Sinaptosomas/genética , Proteína 25 Asociada a Sinaptosomas/metabolismo , Sinaptotagmina I/metabolismo , Termodinámica , Proteína 2 de Membrana Asociada a Vesículas/genética , Proteína 2 de Membrana Asociada a Vesículas/metabolismo
7.
Nature ; 520(7548): 563-6, 2015 Apr 23.
Artículo en Inglés | MEDLINE | ID: mdl-25686604

RESUMEN

Autophagy, an important catabolic pathway implicated in a broad spectrum of human diseases, begins by forming double membrane autophagosomes that engulf cytosolic cargo and ends by fusing autophagosomes with lysosomes for degradation. Membrane fusion activity is required for early biogenesis of autophagosomes and late degradation in lysosomes. However, the key regulatory mechanisms of autophagic membrane tethering and fusion remain largely unknown. Here we report that ATG14 (also known as beclin-1-associated autophagy-related key regulator (Barkor) or ATG14L), an essential autophagy-specific regulator of the class III phosphatidylinositol 3-kinase complex, promotes membrane tethering of protein-free liposomes, and enhances hemifusion and full fusion of proteoliposomes reconstituted with the target (t)-SNAREs (soluble N-ethylmaleimide-sensitive factor attachment protein receptors) syntaxin 17 (STX17) and SNAP29, and the vesicle (v)-SNARE VAMP8 (vesicle-associated membrane protein 8). ATG14 binds to the SNARE core domain of STX17 through its coiled-coil domain, and stabilizes the STX17-SNAP29 binary t-SNARE complex on autophagosomes. The STX17 binding, membrane tethering and fusion-enhancing activities of ATG14 require its homo-oligomerization by cysteine repeats. In ATG14 homo-oligomerization-defective cells, autophagosomes still efficiently form but their fusion with endolysosomes is blocked. Recombinant ATG14 homo-oligomerization mutants also completely lose their ability to promote membrane tethering and to enhance SNARE-mediated fusion in vitro. Taken together, our data suggest an autophagy-specific membrane fusion mechanism in which oligomeric ATG14 directly binds to STX17-SNAP29 binary t-SNARE complex on autophagosomes and primes it for VAMP8 interaction to promote autophagosome-endolysosome fusion.


Asunto(s)
Proteínas Adaptadoras del Transporte Vesicular/química , Proteínas Adaptadoras del Transporte Vesicular/metabolismo , Autofagia , Endosomas/metabolismo , Lisosomas/metabolismo , Fusión de Membrana , Fagosomas/metabolismo , Proteínas Relacionadas con la Autofagia , Células HEK293 , Células HeLa , Humanos , Fagosomas/química , Unión Proteica , Multimerización de Proteína , Estructura Terciaria de Proteína , Proteínas Qa-SNARE/metabolismo , Proteínas Qb-SNARE/metabolismo , Proteínas Qc-SNARE/metabolismo , Proteínas R-SNARE/metabolismo , Proteínas SNARE/química , Proteínas SNARE/metabolismo
8.
Nature ; 518(7537): 61-7, 2015 Feb 05.
Artículo en Inglés | MEDLINE | ID: mdl-25581794

RESUMEN

Evolutionarily conserved SNARE (soluble N-ethylmaleimide sensitive factor attachment protein receptors) proteins form a complex that drives membrane fusion in eukaryotes. The ATPase NSF (N-ethylmaleimide sensitive factor), together with SNAPs (soluble NSF attachment protein), disassembles the SNARE complex into its protein components, making individual SNAREs available for subsequent rounds of fusion. Here we report structures of ATP- and ADP-bound NSF, and the NSF/SNAP/SNARE (20S) supercomplex determined by single-particle electron cryomicroscopy at near-atomic to sub-nanometre resolution without imposing symmetry. Large, potentially force-generating, conformational differences exist between ATP- and ADP-bound NSF. The 20S supercomplex exhibits broken symmetry, transitioning from six-fold symmetry of the NSF ATPase domains to pseudo four-fold symmetry of the SNARE complex. SNAPs interact with the SNARE complex with an opposite structural twist, suggesting an unwinding mechanism. The interfaces between NSF, SNAPs, and SNAREs exhibit characteristic electrostatic patterns, suggesting how one NSF/SNAP species can act on many different SNARE complexes.


Asunto(s)
Complejos Multiproteicos/química , Complejos Multiproteicos/metabolismo , Proteínas SNARE/química , Proteínas SNARE/metabolismo , Adenosina Difosfato/metabolismo , Adenosina Trifosfato/metabolismo , Animales , Cricetulus , Microscopía por Crioelectrón , Modelos Moleculares , Complejos Multiproteicos/ultraestructura , Proteínas Sensibles a N-Etilmaleimida/química , Proteínas Sensibles a N-Etilmaleimida/metabolismo , Proteínas Sensibles a N-Etilmaleimida/ultraestructura , Unión Proteica , Estructura Terciaria de Proteína , Ratas , Proteínas SNARE/ultraestructura , Proteínas Solubles de Unión al Factor Sensible a la N-Etilmaleimida/química , Proteínas Solubles de Unión al Factor Sensible a la N-Etilmaleimida/metabolismo , Proteínas Solubles de Unión al Factor Sensible a la N-Etilmaleimida/ultraestructura
9.
J Biol Chem ; 288(34): 24984-91, 2013 Aug 23.
Artículo en Inglés | MEDLINE | ID: mdl-23836889

RESUMEN

Vesicle trafficking in eukaryotic cells is facilitated by SNARE-mediated membrane fusion. The ATPase NSF (N-ethylmaleimide-sensitive factor) and the adaptor protein α-SNAP (soluble NSF attachment protein) disassemble all SNARE complexes formed throughout different pathways, but the effect of SNARE sequence and domain variation on the poorly understood disassembly mechanism is unknown. By measuring SNARE-stimulated ATP hydrolysis rates, Michaelis-Menten constants for disassembly, and SNAP-SNARE binding constants for four different ternary SNARE complexes and one binary complex, we found a conserved mechanism, not influenced by N-terminal SNARE domains. α-SNAP and the ternary SNARE complex form a 1:1 complex as revealed by multiangle light scattering. We propose a model of NSF-mediated disassembly in which the reaction is initiated by a 1:1 interaction between α-SNAP and the ternary SNARE complex, followed by NSF binding. Subsequent additional α-SNAP binding events may occur as part of a processive disassembly mechanism.


Asunto(s)
Modelos Químicos , Complejos Multiproteicos/química , Proteínas Sensibles a N-Etilmaleimida/química , Proteínas SNARE/química , Proteínas Solubles de Unión al Factor Sensible a la N-Etilmaleimida/química , Adenosina Trifosfato/química , Adenosina Trifosfato/genética , Adenosina Trifosfato/metabolismo , Animales , Cricetinae , Cricetulus , Complejos Multiproteicos/genética , Complejos Multiproteicos/metabolismo , Proteínas Sensibles a N-Etilmaleimida/genética , Proteínas Sensibles a N-Etilmaleimida/metabolismo , Unión Proteica , Ratas , Proteínas SNARE/genética , Proteínas SNARE/metabolismo , Proteínas Solubles de Unión al Factor Sensible a la N-Etilmaleimida/genética , Proteínas Solubles de Unión al Factor Sensible a la N-Etilmaleimida/metabolismo
10.
J Biol Chem ; 288(32): 23436-45, 2013 Aug 09.
Artículo en Inglés | MEDLINE | ID: mdl-23775070

RESUMEN

SNARE proteins promote membrane fusion by forming a four-stranded parallel helical bundle that brings the membranes into close proximity. Post-fusion, the complex is disassembled by an AAA+ ATPase called N-ethylmaleimide-sensitive factor (NSF). We present evidence that NSF uses a processive unwinding mechanism to disassemble SNARE proteins. Using a real-time disassembly assay based on fluorescence dequenching, we correlate NSF-driven disassembly rates with the SNARE-activated ATPase activity of NSF. Neuronal SNAREs activate the ATPase rate of NSF by ∼26-fold. One SNARE complex takes an average of ∼5 s to disassemble in a process that consumes ∼50 ATP. Investigations of substrate requirements show that NSF is capable of disassembling a truncated SNARE substrate consisting of only the core SNARE domain, but not an unrelated four-stranded coiled-coil. NSF can also disassemble an engineered double-length SNARE complex, suggesting a processive unwinding mechanism. We further investigated processivity using single-turnover experiments, which show that SNAREs can be unwound in a single encounter with NSF. We propose a processive helicase-like mechanism for NSF in which ∼1 residue is unwound for every hydrolyzed ATP molecule.


Asunto(s)
Adenosina Trifosfato/química , Proteínas Sensibles a N-Etilmaleimida/química , Proteínas SNARE/química , Adenosina Trifosfato/genética , Adenosina Trifosfato/metabolismo , Humanos , Proteínas Sensibles a N-Etilmaleimida/genética , Proteínas Sensibles a N-Etilmaleimida/metabolismo , Estructura Terciaria de Proteína , Proteínas SNARE/genética , Proteínas SNARE/metabolismo
12.
Elife ; 2: e00592, 2013 Apr 30.
Artículo en Inglés | MEDLINE | ID: mdl-23638301

RESUMEN

α-Synuclein is a presynaptic protein that is implicated in Parkinson's and other neurodegenerative diseases. Physiologically, native α-synuclein promotes presynaptic SNARE-complex assembly, but its molecular mechanism of action remains unknown. Here, we found that native α-synuclein promotes clustering of synaptic-vesicle mimics, using a single-vesicle optical microscopy system. This vesicle-clustering activity was observed for both recombinant and native α-synuclein purified from mouse brain. Clustering was dependent on specific interactions of native α-synuclein with both synaptobrevin-2/VAMP2 and anionic lipids. Out of the three familial Parkinson's disease-related point mutants of α-synuclein, only the lipid-binding deficient mutation A30P disrupted clustering, hinting at a possible loss of function phenotype for this mutant. α-Synuclein had little effect on Ca(2+)-triggered fusion in our reconstituted single-vesicle system, consistent with in vivo data. α-Synuclein may therefore lead to accumulation of synaptic vesicles at the active zone, providing a 'buffer' of synaptic vesicles, without affecting neurotransmitter release itself. DOI:http://dx.doi.org/10.7554/eLife.00592.001.


Asunto(s)
Fosfolípidos/metabolismo , Vesículas Sinápticas/metabolismo , Proteína 2 de Membrana Asociada a Vesículas/metabolismo , alfa-Sinucleína/fisiología , Proteínas Adaptadoras del Transporte Vesicular/genética , Proteínas Adaptadoras del Transporte Vesicular/aislamiento & purificación , Animales , Encéfalo/metabolismo , Ratones , Imitación Molecular , Proteínas del Tejido Nervioso/genética , Proteínas del Tejido Nervioso/aislamiento & purificación , Sinaptotagmina I/genética , Sinaptotagmina I/aislamiento & purificación
13.
Dev Cell ; 23(6): 1247-54, 2012 Dec 11.
Artículo en Inglés | MEDLINE | ID: mdl-23201121

RESUMEN

The diversity of ubiquitin (Ub)-dependent signaling is attributed to the ability of this small protein to form different types of covalently linked polyUb chains and to the existence of Ub binding proteins that interpret this molecular syntax. We used affinity capture/mass spectrometry to identify ALIX, a component of the ESCRT pathway, as a Ub binding protein. We report that the V domain of ALIX binds directly and selectively to K63-linked polyUb chains, exhibiting a strong preference for chains composed of more than three Ub. Sequence analysis identified two potential Ub binding sites on a single α-helical surface within the coiled-coil region of the V domain. Mutation of these putative Ub binding sites inhibited polyUb binding to the isolated V domain in vitro and impaired budding of lentiviruses. These data reveal an important role for K63 polyUb binding by ALIX in retroviral release.


Asunto(s)
Proteínas de Unión al Calcio/metabolismo , Proteínas de Ciclo Celular/metabolismo , Complejos de Clasificación Endosomal Requeridos para el Transporte/metabolismo , VIH-1/fisiología , Virus de la Anemia Infecciosa Equina/fisiología , Retroviridae/fisiología , Ubiquitina/metabolismo , Liberación del Virus , Sitios de Unión/genética , Proteínas de Unión al Calcio/química , Proteínas Portadoras/química , Proteínas Portadoras/metabolismo , Proteínas de Ciclo Celular/química , Línea Celular , Complejos de Clasificación Endosomal Requeridos para el Transporte/química , Células HEK293 , Humanos , Unión Proteica , Dominios y Motivos de Interacción de Proteínas , Estructura Secundaria de Proteína , Transducción de Señal , Ubiquitina/química
14.
Vaccine ; 29(45): 8156-64, 2011 Oct 19.
Artículo en Inglés | MEDLINE | ID: mdl-21864619

RESUMEN

Reverse vaccinology aims to accelerate subunit vaccine design by rapidly predicting which proteins in a pathogenic bacterial proteome are putative protective antigens. Support vector machine classification is a machine learning approach that has been applied to solve numerous classification problems in biological sciences but has not previously been incorporated into a reverse vaccinology approach. A training data set of 136 bacterial protective antigens paired with 136 non-antigens was constructed and bioinformatic tools were used to annotate this data for predicted protein features, many of which are associated with antigenicity (i.e. extracellular localization, signal peptides and B-cell epitopes). Annotation was used to train support vector machine classifiers that exhibited a maximum accuracy of 92% for discriminating protective antigens from non-antigens as assessed by a leave-tenth-out cross-validation approach. These accuracies were superior to those achieved when annotating training data with auto and cross covariance transformations of z-descriptors for hydrophobicity, molecular size and polarity, or when classification was performed using regression methods. To further validate support vector machine classifiers, they were used to rank all the proteins in six bacterial proteomes for their antigenicity. Protective antigens from the training data were significantly recalled (enriched) in the top 75 ranked proteins for all six proteomes as assessed by a Fisher's exact test (p<0.05). This paper describes a superior workflow for performing reverse vaccinology studies and provides a benchmark training data set that can be used to evaluate future methodological improvements.


Asunto(s)
Inteligencia Artificial , Proteínas Bacterianas/inmunología , Vacunas Bacterianas/inmunología , Biología Computacional/métodos , Técnicas Inmunológicas/métodos , Tecnología Farmacéutica/métodos , Antígenos Bacterianos/inmunología , Humanos
15.
J Biol Chem ; 285(23): 17965-73, 2010 Jun 04.
Artículo en Inglés | MEDLINE | ID: mdl-20378544

RESUMEN

SNARE protein complexes are key mediators of exocytosis by juxtaposing opposing membranes, leading to membrane fusion. SNAREs generally consist of one or two core domains that can form a four-helix bundle with other SNARE core domains. Some SNAREs, such as syntaxin target-SNAREs and longin vesicular-SNAREs, have independent, folded N-terminal domains that can interact with their respective SNARE core domains and thereby affect the kinetics of SNARE complex formation. This autoinhibition mechanism is believed to regulate the role of the longin VAMP7/TI-VAMP in neuronal morphogenesis. Here we use nuclear magnetic resonance spectroscopy to study the longin-SNARE core domain interaction for VAMP7. Using complete backbone resonance assignments, chemical shift perturbations analysis, and hydrogen/deuterium exchange experiments, we conclusively show that VAMP7 adopts a preferentially closed conformation in solution. Taken together, the closed conformation of longins is conserved, in contrast to the syntaxin family of SNAREs for which mixtures of open and closed states have been observed. This may indicate different regulatory mechanisms for SNARE complexes containing syntaxins and longins, respectively.


Asunto(s)
Proteínas R-SNARE/química , Proteínas SNARE/química , ADN Complementario/metabolismo , Humanos , Luz , Espectroscopía de Resonancia Magnética/métodos , Modelos Moleculares , Conformación Molecular , Neuronas/metabolismo , Conformación Proteica , Estructura Terciaria de Proteína , Proteínas Qa-SNARE/química
16.
Trends Biotechnol ; 26(4): 190-200, 2008 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-18291542

RESUMEN

Genome sequences from many organisms, including humans, have been completed, and high-throughput analyses have produced burgeoning volumes of 'omics' data. Bioinformatics is crucial for the management and analysis of such data and is increasingly used to accelerate progress in a wide variety of large-scale and object-specific functional analyses. Refined algorithms enable biotechnologists to follow 'computer-aided strategies' based on experiments driven by high-confidence predictions. In order to address compound problems, current efforts in immuno-informatics and reverse vaccinology are aimed at developing and tuning integrative approaches and user-friendly, automated bioinformatics environments. This will herald a move to 'computer-aided biotechnology': smart projects in which time-consuming and expensive large-scale experimental approaches are progressively replaced by prediction-driven investigations.


Asunto(s)
Diseño Asistido por Computadora/tendencias , Sistemas de Administración de Bases de Datos , Inmunoterapia Activa/métodos , Interfaz Usuario-Computador , Alergia e Inmunología/tendencias , Animales , Inteligencia Artificial , Ingeniería Biomédica/tendencias , Biotecnología/tendencias , Sistemas de Administración de Bases de Datos/tendencias , Bases de Datos Genéticas , Humanos , Inmunidad/efectos de los fármacos , Inmunidad/fisiología
17.
BMC Biotechnol ; 6: 35, 2006 Jul 18.
Artículo en Inglés | MEDLINE | ID: mdl-16848907

RESUMEN

BACKGROUND: Since a milestone work on Neisseria meningitidis B, Reverse Vaccinology has strongly enhanced the identification of vaccine candidates by replacing several experimental tasks using in silico prediction steps. These steps have allowed scientists to face the selection of antigens from the predicted proteome of pathogens, for which cell culture is difficult or impossible, saving time and money. However, this good example of bioinformatics-driven immunology can be further developed by improving in silico steps and implementing biologist-friendly tools. RESULTS: We introduce NERVE (New Enhanced Reverse Vaccinology Environment), an user-friendly software environment for the in silico identification of the best vaccine candidates from whole proteomes of bacterial pathogens. The software integrates multiple robust and well-known algorithms for protein analysis and comparison. Vaccine candidates are ranked and presented in a html table showing relevant information and links to corresponding primary data. Information concerning all proteins of the analyzed proteome is not deleted along selection steps but rather flows into an SQL database for further mining and analyses. CONCLUSION: After learning from recent years' works in this field and analysing a large dataset, NERVE has been implemented and tuned as the first available tool able to rank a restricted pool (approximately 8-9% of the whole proteome) of vaccine candidates and to show high recall (approximately 75-80%) of known protective antigens. These vaccine candidates are required to be "safe" (taking into account autoimmunity risk) and "easy" for further experimental, high-throughput screening (avoiding possibly not soluble antigens). NERVE is expected to help save time and money in vaccine design and is available as an additional file with this manuscript; updated versions will be available at http://www.bio.unipd.it/molbinfo.


Asunto(s)
Vacunas Bacterianas/química , Vacunas Bacterianas/inmunología , Biología Computacional/métodos , Programas Informáticos , Algoritmos , Secuencia de Aminoácidos , Antígenos Bacterianos/química , Antígenos Bacterianos/inmunología , Bases de Datos de Proteínas , Internet , Datos de Secuencia Molecular , Proteoma/química , Proteoma/inmunología
SELECCIÓN DE REFERENCIAS
DETALLE DE LA BÚSQUEDA
...