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1.
J Extracell Vesicles ; 12(11): e12369, 2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-37908159

RESUMO

The molecular heterogeneity of extracellular vesicles (EVs) and the co-isolation of physically similar particles, such as lipoproteins (LPs), confounds and limits the sensitivity of EV bulk biomarker characterization. Herein, we present a single-EV and particle (siEVP) protein and RNA assay (siEVP PRA) to simultaneously detect mRNAs, miRNAs, and proteins in subpopulations of EVs and LPs. The siEVP PRA immobilizes and sorts particles via positive immunoselection onto micropatterns and focuses biomolecular signals in situ. By detecting EVPs at a single-particle resolution, the siEVP PRA outperformed the sensitivities of bulk-analysis benchmark assays for RNA and protein. To assess the specificity of RNA detection in complex biofluids, EVs from various glioma cell lines were processed with small RNA sequencing, whereby two mRNAs and two miRNAs associated with glioblastoma multiforme (GBM) were chosen for cross-validation. Despite the presence of single-EV-LP co-isolates in serum, the siEVP PRA detected GBM-associated vesicular RNA profiles in GBM patient siEVPs. The siEVP PRA effectively examines intravesicular, intervesicular, and interparticle heterogeneity with diagnostic promise.


Assuntos
Vesículas Extracelulares , Glioblastoma , MicroRNAs , Humanos , Vesículas Extracelulares/genética , Vesículas Extracelulares/metabolismo , Lipopolissacarídeos , MicroRNAs/genética , MicroRNAs/metabolismo , RNA Mensageiro , Lipoproteínas , Glioblastoma/diagnóstico , Glioblastoma/genética
2.
J Adv Res ; 24: 529-543, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-32637173

RESUMO

Corneal dystrophies are a group of genetically inherited disorders with mutations in the TGFBI gene affecting the Bowman's membrane and the corneal stroma. The mutant TGFBIp is highly aggregation-prone and is deposited in the cornea. Depending on the type of mutation the protein deposits may vary (amyloid, amorphous powdery aggregate or a mixed form of both), making the cornea opaque and thereby decreases visual acuity. The aggregation of the mutant protein is found to be specific with a unique aggregation mechanism distinct to the cornea. The proteolytic processing of the mutant protein is reported to be different compared to the WT protein. The proteolytic processing of mutant protein gives rise to highly amyloidogenic peptide fragments. The current treatment option, available for patients, is tissue replacement surgery that is associated with high recurrence rates. The clinical need for a simple treatment option for corneal dystrophy patients has become highly essential either to prevent the protein aggregation or to dissolve the preformed aggregates. Here, we report the screening of 2500 compounds from the Maybridge RO3 fragment library using weak affinity chromatography (WAC). The primary hits from WAC were validated by 15N-HSQC NMR assays and specific regions of binding were identified. The recombinant mutant proteins (4th FAS-1 domain of R555W and H572R) were subjected to limited proteolysis by trypsin together with the lead compounds identified by NMR assays. The lead compounds (MO07617, RJF00203 and, BTB05094) were effective to delay/prevent the generation of amyloidogenic peptides in the R555W mutant and compounds (RJF00203 and BTB05094) were effective to delay/prevent the generation of amyloidogenic peptides in the H572R mutant. Thus the lead compounds reported here upon further validation and/or modification might be proposed as a potential treatment option to prevent/delay aggregation by inhibiting the formation of amyloidogenic peptides in TGFBI-corneal dystrophy.

3.
Methods ; 146: 26-38, 2018 08 15.
Artigo em Inglês | MEDLINE | ID: mdl-29378316

RESUMO

Fragment-based drug discovery is an important tool for design of small molecule hit-to-lead compounds against various biological targets. Several approved drugs have been derived from an initial fragment screen and many such candidates are in various stages of clinical trials. Finding fragment hits, that are suitable for optimisation by medicinal chemists, is still a challenge as the binding between the small fragment and its target is weak in the range of mM to µM of Kd and irrelevant non-specific interactions are abundant in this area of transient interactions. Fortunately, there are methods that can study weak interactions quite efficiently of which NMR, surface plasmon resonance (SPR) and X-ray crystallography are the most prominent. Now, a new technology based on zonal affinity chromatography, weak affinity chromatography (WAC), has been introduced which has remedied many of the problems with other technologies. By combining WAC with mass spectrometry (WAC-MS), it is a powerful tool to identify binders quantitatively in terms of affinity and kinetics either from fragment libraries or from complex mixtures of biological extracts. As WAC-MS can be multiplexed by analysing mixtures of fragments (20-100 fragments) in one sample, this approach yields high throughput, where a whole library of e.g. >2000 fragments can be analysed quantitatively within a day. WAC-MS is easy to perform, where the robustness and quality of HPLC is fully utilized. This review will highlight the rationale behind the application of WAC-MS for fragment screening in drug discovery.


Assuntos
Cromatografia de Afinidade/métodos , Avaliação Pré-Clínica de Medicamentos/métodos , Desenho de Fármacos , Cinética , Bibliotecas de Moléculas Pequenas
4.
J Med Chem ; 60(20): 8336-8357, 2017 10 26.
Artigo em Inglês | MEDLINE | ID: mdl-28953386

RESUMO

Concomitant inhibition of multiple oncogenic pathways is a desirable goal in cancer therapy. To achieve such an outcome with a single molecule would simplify treatment regimes. Herein the core features of ruxolitinib (1), a marketed JAK1/2 inhibitor, have been merged with the HDAC inhibitor vorinostat (2), leading to new molecules that are bispecific targeted JAK/HDAC inhibitors. A preferred pyrazole substituted pyrrolopyrimidine, 24, inhibits JAK1 and HDACs 1, 2, 3, 6, and 10 with IC50 values of less than 20 nM, is <100 nM potent against JAK2 and HDAC11, and is selective for the JAK family against a panel of 97 kinases. Broad cellular antiproliferative potency of 24 is supported by demonstration of JAK-STAT and HDAC pathway blockade in hematological cell lines. Methyl analogue 45 has an even more selective profile. This study provides new leads for assessment of JAK and HDAC pathway dual inhibiton achieved with a single molecule.


Assuntos
Inibidores de Histona Desacetilases/farmacologia , Ácidos Hidroxâmicos/farmacologia , Janus Quinase 1/antagonistas & inibidores , Janus Quinase 2/antagonistas & inibidores , Inibidores de Proteínas Quinases/farmacologia , Pirazóis/farmacologia , Animais , Linhagem Celular Tumoral , Cromatografia Líquida , Inibidores de Histona Desacetilases/farmacocinética , Humanos , Ácidos Hidroxâmicos/química , Janus Quinase 1/química , Janus Quinase 2/química , Camundongos , Camundongos Endogâmicos BALB C , Modelos Moleculares , Nitrilas , Inibidores de Proteínas Quinases/farmacocinética , Pirazóis/química , Pirimidinas , Análise Espectral , Vorinostat
5.
SLAS Discov ; 22(4): 440-446, 2017 04.
Artigo em Inglês | MEDLINE | ID: mdl-28328315

RESUMO

Analysis of interactions between molecules is of fundamental importance in life science research. In this study, we applied weak affinity chromatography, based on high-performance liquid chromatography and mass spectrometry, as a powerful tool for direct analysis of the components of a chemical reaction mixture for their binding to a target protein. As a demonstration of the potential of this method, we analyzed the binding of the compounds of the reaction mixture to the chaperone heat shock protein 90 (Hsp90). It was possible to analyze quantitatively the binding of the components of the mixture to the target independently from each other without any preceding process such as purification. This feature has wide implications in biological sciences as crude mixtures, either natural or synthetic, can be analyzed directly for their possible binding to a target. This method could lead to savings in costs and labor through shortening chemical research project development time.


Assuntos
Compostos de Benzil/química , Cromatografia de Afinidade/métodos , Proteínas de Choque Térmico HSP90/análise , Bibliotecas de Moléculas Pequenas/química , Benzoquinonas/química , Compostos de Benzil/síntese química , Cromatografia Líquida de Alta Pressão/métodos , Fluoresceína-5-Isotiocianato/química , Corantes Fluorescentes/química , Proteínas de Choque Térmico HSP90/química , Humanos , Lactamas Macrocíclicas/química , Ligação Proteica , Soluções , Espectrometria de Massas em Tandem/métodos
6.
Analyst ; 141(3): 981-8, 2016 Feb 07.
Artigo em Inglês | MEDLINE | ID: mdl-26673836

RESUMO

Membrane proteins constitute the largest class of drug targets but they present many challenges in drug discovery. Importantly, the discovery of potential drug candidates is hampered by the limited availability of efficient methods for screening drug-protein interactions. In this work we present a novel strategy for rapid identification of molecules capable of binding to a selected membrane protein. An integral membrane protein (human aquaporin-1) was incorporated into planar lipid bilayer disks (lipodisks), which were subsequently covalently coupled to porous derivatized silica and packed into HPLC columns. The obtained affinity columns were used in a typical protocol for fragment screening by weak affinity chromatography (WAC), in which one hit was identified out of a 200 compound collection. The lipodisk-based strategy, which ensures a stable and native-like lipid environment for the protein, is expected to work also with other membrane proteins and screening procedures.


Assuntos
Cromatografia de Afinidade/métodos , Avaliação Pré-Clínica de Medicamentos/métodos , Bicamadas Lipídicas/química , Proteínas de Membrana/química , Aquaporina 1/química , Aquaporina 1/metabolismo , Humanos , Proteínas de Membrana/metabolismo , Porosidade , Dióxido de Silício/química
7.
Anal Biochem ; 461: 57-9, 2014 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-24915639

RESUMO

In this study, we compared affinity data from surface plasmon resonance (SPR) and weak affinity chromatography (WAC), two established techniques for determination of weak affinity (mM-µM) small molecule-protein interactions. In the current comparison, thrombin was used as target protein. In WAC the affinity constant (KD) was determined from retention times, and in SPR it was determined by Langmuir isotherm fitting of steady-state responses. Results indicate a strong correlation between the two methods (R(2)=0.995, P<0.0001).


Assuntos
Cromatografia de Afinidade/métodos , Bibliotecas de Moléculas Pequenas/metabolismo , Ressonância de Plasmônio de Superfície/métodos , Trombina/metabolismo , Humanos , Cinética , Ligação Proteica
8.
J Biomol Screen ; 18(6): 748-55, 2013 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-23479356

RESUMO

In early drug discovery (e.g., in fragment screening), recognition of stereoisomeric structures is valuable and guides medicinal chemists to focus only on useful configurations. In this work, we concurrently screened mixtures of stereoisomers and estimated their affinities to a protein target (thrombin) using weak affinity chromatography-mass spectrometry (WAC-MS). Affinity determinations by WAC showed that minor changes in stereoisomeric configuration could have a major impact on affinity. The ability of WAC-MS to provide instant information about stereoselectivity and binding affinities directly from analyte mixtures is a great advantage in fragment library screening and drug lead development.


Assuntos
Cromatografia de Afinidade/métodos , Descoberta de Drogas/métodos , Preparações Farmacêuticas/química , Humanos , Espectrometria de Massas/métodos , Estereoisomerismo , Trombina/química
9.
J Biomol Screen ; 18(2): 160-71, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-22983162

RESUMO

Fragment screening, an emerging approach for hit finding in drug discovery, has recently been proven effective by its first approved drug, vemurafenib, for cancer treatment. Techniques such as nuclear magnetic resonance, surface plasmon resonance, and isothemal titration calorimetry, with their own pros and cons, have been employed for screening fragment libraries. As an alternative approach, screening based on high-performance liquid chromatography separation has been developed. In this work, we present weak affinity LC/MS as a method to screen fragments under high-throughput conditions. Affinity-based capillary columns with immobilized thrombin were used to screen a collection of 590 compounds from a fragment library. The collection was divided into 11 mixtures (each containing 35 to 65 fragments) and screened by MS detection. The primary screening was performed in <4 h (corresponding to >3500 fragments per day). Thirty hits were defined, which subsequently entered a secondary screening using an active site-blocked thrombin column for confirmation of specificity. One hit showed selective binding to thrombin with an estimated dissociation constant (K (D)) in the 0.1 mM range. This study shows that affinity LC/MS is characterized by high throughput, ease of operation, and low consumption of target and fragments, and therefore it promises to be a valuable method for fragment screening.


Assuntos
Cromatografia Líquida , Ensaios de Triagem em Larga Escala/métodos , Espectrometria de Massas , Bibliotecas de Moléculas Pequenas , Avaliação Pré-Clínica de Medicamentos , Humanos , Cinética , Simulação de Acoplamento Molecular , Ligação Proteica , Trombina/antagonistas & inibidores , Trombina/química , Trombina/metabolismo
10.
Anal Biochem ; 414(1): 138-46, 2011 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-21352794

RESUMO

Fragment-based drug design (FBDD) is currently being implemented in drug discovery, creating a demand for developing efficient techniques for fragment screening. Due to the intrinsic weak or transient binding of fragments (mM-µM in dissociation constant (K(D))) to targets, methods must be sensitive enough to accurately detect and quantify an interaction. This study presents weak affinity chromatography (WAC) as an alternative tool for screening of small fragments. The technology was demonstrated by screening of a selected 23-compound fragment collection of documented binders, mostly amidines, using trypsin and thrombin as model target protease proteins. WAC was proven to be a sensitive, robust, and reproducible technique that also provides information about affinity of a fragment in the range of 1 mM-10 µM. Furthermore, it has potential for high throughput as was evidenced by analyzing mixtures in the range of 10 substances by WAC-MS. The accessibility and flexibility of the technology were shown as fragment screening can be performed on standard HPLC equipment. The technology can further be miniaturized and adapted to the requirements of affinity ranges of the fragment library. All these features of WAC make it a potential method in drug discovery for fragment screening.


Assuntos
Amidinas/química , Amidinas/farmacologia , Cromatografia de Afinidade/métodos , Descoberta de Drogas/métodos , Trombina/antagonistas & inibidores , Inibidores da Tripsina/química , Inibidores da Tripsina/farmacologia , Animais , Bovinos , Humanos , Bibliotecas de Moléculas Pequenas , Trombina/metabolismo , Tripsina/metabolismo
11.
J Sep Sci ; 33(17-18): 2575-81, 2010 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-20730836

RESUMO

High-throughput screening of compound libraries, including the study of fragments, has become one of the cornerstones in modern drug discovery research. During this process hits are defined that may be developed into valuable leads and eventually into possible drug candidates. In this paper, we have demonstrated that parallel zonal weak affinity chromatography in microcolumns on a chip offers a possible screening format for weakly binding ligands toward a protein target. We used albumin as a model system because this transport protein is well established as a binder (both weak and strong) for drug substances. Bovine serum albumin was immobilized on microparticulate diolsilica particles and then packed into a 24-channel cartridge, which served as the separation platform. Analysis of the obtained chromatograms yielded information about affinity even in the millimolar range. Employing this approach, thousands of substances can be screened in just a day. We feel confident that zonal affinity chromatography will provide a useful technology in the future for performing high-throughput screening.


Assuntos
Cromatografia de Afinidade , Descoberta de Drogas , Avaliação Pré-Clínica de Medicamentos , Ensaios de Triagem em Larga Escala , Preparações Farmacêuticas/análise , Animais , Bovinos , Cromatografia de Afinidade/instrumentação , Cromatografia de Afinidade/métodos , Descoberta de Drogas/instrumentação , Descoberta de Drogas/métodos , Avaliação Pré-Clínica de Medicamentos/instrumentação , Avaliação Pré-Clínica de Medicamentos/métodos , Ensaios de Triagem em Larga Escala/instrumentação , Ensaios de Triagem em Larga Escala/métodos
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