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1.
Sci Rep ; 11(1): 21516, 2021 11 02.
Artículo en Inglés | MEDLINE | ID: mdl-34728738

RESUMEN

Optimisation of protein binders relies on laborious screening processes. Investigation of sequence-function relationships of protein binders is particularly slow, since mutants are purified and evaluated individually. Here we developed peptide barcoding, a high-throughput approach for accurate investigation of sequence-function relationships of hundreds of protein binders at once. Our approach is based on combining the generation of a mutagenised nanobody library fused with unique peptide barcodes, the formation of nanobody-antigen complexes at different ratios, their fine fractionation by size-exclusion chromatography and quantification of peptide barcodes by targeted proteomics. Applying peptide barcoding to an anti-GFP nanobody as a model, we successfully identified residues important for the binding affinity of anti-GFP nanobody at once. Peptide barcoding discriminated subtle changes in KD at the order of nM to sub-nM. Therefore, peptide barcoding is a powerful tool for engineering protein binders, enabling reliable one-pot evaluation of sequence-function relationships.


Asunto(s)
Proteínas Fluorescentes Verdes/metabolismo , Fragmentos de Péptidos/metabolismo , Ingeniería de Proteínas/métodos , Anticuerpos de Dominio Único/metabolismo , Proteínas Fluorescentes Verdes/genética , Humanos , Fragmentos de Péptidos/química , Fragmentos de Péptidos/genética , Fragmentos de Péptidos/inmunología , Biblioteca de Péptidos , Unión Proteica , Proteómica , Anticuerpos de Dominio Único/química , Anticuerpos de Dominio Único/genética , Anticuerpos de Dominio Único/inmunología
2.
PLoS One ; 15(12): e0236850, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-33315868

RESUMEN

Ribosomes are the sophisticated machinery that is responsible for protein synthesis in a cell. Recently, quantitative mass spectrometry (qMS) have been successfully applied for understanding the dynamics of protein complexes. Here, we developed a highly specific and reproducible method to quantify all ribosomal proteins (r-proteins) by combining selected reaction monitoring (SRM) and isotope labeling. We optimized the SRM methods using purified ribosomes and Escherichia coli lysates and verified this approach as detecting 41 of the 54 r-proteins separately synthesized in E. coli S30 extracts. The SRM methods will enable us to utilize qMS as a highly specific analytical tool in the research of E. coli ribosomes, and this methodology have potential to accelerate the understanding of ribosome biogenesis, function, and the development of engineered ribosomes with additional functions.


Asunto(s)
Proteínas de Escherichia coli/metabolismo , Escherichia coli/metabolismo , Proteínas Ribosómicas/metabolismo , Ribosomas/metabolismo , Marcaje Isotópico/métodos , Espectrometría de Masas/métodos , Biosíntesis de Proteínas/fisiología , ARN Ribosómico/metabolismo , Subunidades Ribosómicas Pequeñas Bacterianas/metabolismo
3.
Phys Chem Chem Phys ; 22(25): 14261-14267, 2020 Jul 01.
Artículo en Inglés | MEDLINE | ID: mdl-32555802

RESUMEN

The adsorption orientation behavior of tetrakis(1-methylpyridinium-3-yl)porphyrin (m-TMPyP) and tetrakis(1-methylpyridinium-4-yl)porphyrin (p-TMPyP) on the clay monolayer prepared by the Langmuir Blodgett (LB) technique was investigated using the absorption and dichroic spectra obtained on a waveguide. It was revealed that the orientation of m-TMPyP and p-TMPyP on the clay monolayer, that is parallel and tilted with respect to the clay surface, depends on the surrounding environments such as water and N,N-dimethylformamide (DMF). The anisotropic photochemical energy transfer between m-TMPyP as a donor and p-TMPyP as an acceptor in the layered system was investigated in water and in DMF-water (9/1 (v/v)) by a fluorescence observation. As a result, while energy transfer efficiency (ηET) was 60% for the parallel-parallel orientation in water, that was 10% for the tilted-tilted orientation in DMF-water (9/1 (v/v)). The major factor for the change of ηET could be a change of the distance between m-TMPyP and p-TMPyP, and the J value that is a parameter for spectral overlap between energy donor's fluorescence and acceptor's absorption.

4.
AMB Express ; 9(1): 107, 2019 Jul 15.
Artículo en Inglés | MEDLINE | ID: mdl-31309388

RESUMEN

Easy preparation of chimeric nanobodies with various scaffolds is important for customizing abilities of nanobodies toward practical utilization. To accomplish high-throughput production of various nanobodies, utilization of microbes is an attractive option. In the present study, various chimeric nanobodies were prepared using the methylotrophic yeast Pichia pastoris. We designed chimeric nanobodies with complementarity-determining regions (CDRs) against green fluorescent protein (GFP) or cluster of differentiation 4 (CD4) based on the scaffold of GFP-nanobody. FLAG-tagged chimeric nanobodies were prepared by one-step cloning and produced using P. pastoris. Secreted chimeric nanobodies were purified from the culture media of P. pastoris transformants. Relative binding abilities of purified chimeric nanobodies to GFP and CD4 was tested using a BIACORE T-200. P. pastoris successfully produced a high yield of FLAG-tagged chimeric nanobodies. FLAG-tagged GFP- and CD4-nanobodies were shown to specifically bind to GFP and CD4, respectively. Chimeric nanobodies, in which the CDR2 or 3 of GFP-nanobody was replaced with CDRs of CD4-nanobody, acquired the ability to bind to CD4 without binding to GFP. These results demonstrate successful production of functional chimeric nanobodies using P. pastoris. These results also suggest that swapping of CDRs, especially CDRs 2 or 3, potentially enables a novel method of creating nanobodies.

5.
Sci Rep ; 9(1): 10920, 2019 07 29.
Artículo en Inglés | MEDLINE | ID: mdl-31358824

RESUMEN

Since G-protein coupled receptors (GPCRs) are linked to various diseases, screening of functional ligands against GPCRs is vital for drug discovery. In the present study, we developed a high-throughput functional cell-based assay by combining human culture cells producing a GPCR, yeast cells secreting randomized peptide ligands, and a droplet microfluidic device. We constructed a reporter human cell line that emits fluorescence in response to the activation of human glucagon-like peptide-1 receptor (hGLP1R). We then constructed a yeast library secreting an agonist of hGLP1R or randomized peptide ligands. We demonstrated that high-throughput identification of functional ligands against hGLP1R could be performed by co-culturing the reporter cells and the yeast cells in droplets. We identified functional ligands, one of which had higher activity than that of an original sequence. The result suggests that our system could facilitate the discovery of functional peptide ligands of GPCRs.


Asunto(s)
Descubrimiento de Drogas , Receptor del Péptido 1 Similar al Glucagón/agonistas , Péptidos/farmacología , Técnicas de Cocultivo , Células HEK293 , Ensayos Analíticos de Alto Rendimiento , Humanos , Ligandos , Microfluídica , Saccharomyces cerevisiae/metabolismo
6.
J Biosci Bioeng ; 128(3): 379-383, 2019 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-30956101

RESUMEN

Proteome is extremely complex as many proteins with a large dynamic range are involved. Nano-liquid chromatography/mass spectrometry-based proteomics has made it possible to separate and identify thousands of proteins in one shot. Although the number of identified proteins in proteomics has significantly improved, it is necessary to increase detection sensitivity to clearly identify low-abundant proteins. In this study, we developed meter-long monolithic columns with a small inner diameter and applied them to selected reaction monitoring-based proteomics for improving proteomic detection sensitivity. Bovine serum albumin tryptic digests were analyzed with optimized selected reaction monitoring methods, and separation efficiency and detection sensitivity in each monolithic column were evaluated. As a result, peak capacity increased by about 1.8-fold and peak area of peptide levels increased by about 2.3-fold. Although flow rate was reduced during analysis with columns of a smaller inner diameter, the peak area reproducibility was maintained. These data displayed the value of meter-long monolithic columns with small inner diameter for selected reaction monitoring-based proteomics.


Asunto(s)
Fraccionamiento Químico/instrumentación , Diseño de Equipo , Proteómica/instrumentación , Espectrometría de Masas en Tándem/instrumentación , Cromatografía Liquida/instrumentación , Cromatografía Liquida/métodos , Péptidos/química , Proteoma/análisis , Proteómica/métodos , Reproducibilidad de los Resultados , Albúmina Sérica Bovina/química , Espectrometría de Masas en Tándem/métodos
7.
PLoS One ; 14(4): e0215993, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31013333

RESUMEN

Measuring binding properties of binders (e.g., antibodies) is essential for developing useful experimental reagents, diagnostics, and pharmaceuticals. Display technologies can evaluate a large number of binders in a high-throughput manner, but the immobilization effect and the avidity effect prohibit the precise evaluation of binding properties. In this paper, we propose a novel methodology, peptide barcoding, to quantitatively measure the binding properties of multiple binders without immobilization. In the experimental scheme, unique peptide barcodes are fused with each binder, and they represent genotype information. These peptide barcodes are designed to have high detectability for mass spectrometry, leading to low identification bias and a high identification rate. A mixture of different peptide-barcoded nanobodies is reacted with antigen-coated magnetic beads in one pot. Peptide barcodes of functional nanobodies are cleaved on beads by a specific protease, and identified by selected reaction monitoring using triple quadrupole mass spectrometry. To demonstrate proof-of-principle for peptide barcoding, we generated peptide-barcoded anti-CD4 nanobody and anti-GFP nanobody, and determined whether we could simultaneously quantify their binding activities. We showed that peptide barcoding did not affect the properties of the nanobodies, and succeeded in measuring the binding activities of these nanobodies in one shot. The results demonstrate the advantages of peptide barcoding, new types of genotype-phenotype linkages.


Asunto(s)
Nanotecnología , Péptidos/química , Unión Proteica/genética , Anticuerpos de Dominio Único/química , Anticuerpos/genética , Anticuerpos/inmunología , Anticuerpos/metabolismo , Antígenos/genética , Antígenos/inmunología , Antígenos CD4/genética , Antígenos CD4/inmunología , Genotipo , Humanos , Péptidos/genética , Péptidos/inmunología , Fenotipo , Pichia/química , Pichia/genética , Unión Proteica/inmunología , Anticuerpos de Dominio Único/genética , Anticuerpos de Dominio Único/inmunología , Resonancia por Plasmón de Superficie
8.
PLoS One ; 13(9): e0203656, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30192863

RESUMEN

Betacyanins have been reported as water-soluble, nitrogenous pigments found in the order Caryophyllales, and they are known for powerful natural antioxidant. The biofortification of secondary metabolites such as anthocyanins and betacyanins has recently been performed in food crops by metabolic engineering through genetic modification. However, the distribution of genetically modified foods is strictly regulated. Therefore, we aimed to develop a new method for biofortifying natural antioxidants, betacyanins, without genetic modification. We first detected the presence of betacyanins in red-tube spinach (Spinacia oleracea) through ultraviolet-visible spectroscopy and mass spectrometry. We then hydroponically cultivated plants in the presence of three candidate compounds for betacyanin biofortification: dopamine, Ca2+, and sucrose. Liquid chromatography-tandem mass spectrometry (LC-MS/MS) and antioxidant activity analyses showed that sucrose was most successful in biofortifying betacyanins, and reverse transcription polymerase chain reaction (RT-PCR) indicated that several genes involved in betacyanin biosynthesis were induced by sucrose. Therefore, strategic hydroponics represents a new approach for cultivating betacyanin-enriched vegetables.


Asunto(s)
Betacianinas/análisis , Biofortificación , Hidroponía , Spinacia oleracea/química , Spinacia oleracea/crecimiento & desarrollo , Antioxidantes/análisis , Antioxidantes/metabolismo , Betacianinas/biosíntesis , Spinacia oleracea/metabolismo
9.
J Agric Food Chem ; 65(23): 4605-4610, 2017 Jun 14.
Artículo en Inglés | MEDLINE | ID: mdl-28548831

RESUMEN

Folate is an important vitamin mainly ingested from vegetables, and folate deficiency causes various health problems. Recently, several studies demonstrated folate biofortification in plants or food crops by metabolic engineering through genetic modifications. However, the production and sales of genetically modified foods are under strict regulation. Here, we developed a new approach to achieve folate biofortification in spinach (Spinacia oleracea) without genetic modification. We hydroponically cultivated spinach with the addition of three candidate compounds expected to fortify folate. As a result of liquid chromatography tandem mass spectrometry analysis, we found that the addition of phenylalanine increased the folate content up to 2.0-fold (306 µg in 100 g of fresh spinach), representing 76.5% of the recommended daily allowance for adults. By measuring the intermediates of folate biosynthesis, we revealed that phenylalanine activated folate biosynthesis in spinach by increasing the levels of pteridine and p-aminobenzoic acid. Our approach is a promising and practical approach to cultivate nutrient-enriched vegetables.


Asunto(s)
Ácido Fólico/metabolismo , Fenilalanina/metabolismo , Spinacia oleracea/metabolismo , Verduras/metabolismo , Biofortificación , Ácido Fólico/análisis , Hidroponía , Spinacia oleracea/química , Spinacia oleracea/crecimiento & desarrollo , Verduras/química , Verduras/crecimiento & desarrollo
10.
Chem Commun (Camb) ; 50(3): 314-6, 2014 Jan 11.
Artículo en Inglés | MEDLINE | ID: mdl-24226932

RESUMEN

The photoisomerization behaviour of a dicationic azobenzene derivative on the inorganic surface was examined. The isomerization reaction was controlled by the charged array of the inorganic surface due to the "pinning effect" because of the electrostatic interaction between anionic charged sites on the inorganic surface and cationic charged sites in dye molecules.

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