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1.
Commun Biol ; 6(1): 997, 2023 09 29.
Artigo em Inglês | MEDLINE | ID: mdl-37773269

RESUMO

Antibody engineering technology is at the forefront of therapeutic antibody development. The primary goal for engineering a therapeutic antibody is the generation of an antibody with a desired specificity, affinity, function, and developability profile. Mature antibodies are considered antigen specific, which may preclude their use as a starting point for antibody engineering. Here, we explore the plasticity of mature antibodies by engineering novel specificity and function to a pre-selected antibody template. Using a small, focused library, we engineered AAL160, an anti-IL-1ß antibody, to bind the unrelated antigen IL-17A, with the introduction of seven mutations. The final redesigned antibody, 11.003, retains favorable biophysical properties, binds IL-17A with sub-nanomolar affinity, inhibits IL-17A binding to its cognate receptor and is functional in a cell-based assay. The epitope of the engineered antibody can be computationally predicted based on the sequence of the template antibody, as is confirmed by the crystal structure of the 11.003/IL-17A complex. The structures of the 11.003/IL-17A and the AAL160/IL-1ß complexes highlight the contribution of germline residues to the paratopes of both the template and re-designed antibody. This case study suggests that the inherent plasticity of antibodies allows for re-engineering of mature antibodies to new targets, while maintaining desirable developability profiles.


Assuntos
Anticorpos , Interleucina-17 , Epitopos/química , Antígenos , Sítios de Ligação de Anticorpos
2.
Nucleic Acids Res ; 51(11): e61, 2023 06 23.
Artigo em Inglês | MEDLINE | ID: mdl-37014016

RESUMO

Deep parallel sequencing (NGS) is a viable tool for monitoring scFv and Fab library dynamics in many antibody engineering high-throughput screening efforts. Although very useful, the commonly used Illumina NGS platform cannot handle the entire sequence of scFv or Fab in a single read, usually focusing on specific CDRs or resorting to sequencing VH and VL variable domains separately, thus limiting its utility in comprehensive monitoring of selection dynamics. Here we present a simple and robust method for deep sequencing repertoires of full length scFv, Fab and Fv antibody sequences. This process utilizes standard molecular procedures and unique molecular identifiers (UMI) to pair separately sequenced VH and VL. We show that UMI assisted VH-VL matching allows for a comprehensive and highly accurate mapping of full length Fv clonal dynamics in large highly homologous antibody libraries, as well as identification of rare variants. In addition to its utility in synthetic antibody discovery processes, our method can be instrumental in generating large datasets for machine learning (ML) applications, which in the field of antibody engineering has been hampered by conspicuous paucity of large scale full length Fv data.


Assuntos
Biblioteca Gênica , Anticorpos de Cadeia Única , Cadeias Pesadas de Imunoglobulinas/genética , Anticorpos de Cadeia Única/genética , Sequenciamento de Nucleotídeos em Larga Escala , Aprendizado de Máquina
3.
FASEB J ; 33(4): 5126-5142, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30668920

RESUMO

People with the genetic disease cystic fibrosis (CF) often carry a deletion mutation ΔF508 on the gene encoding the CF transmembrane conductance regulator (CFTR) Cl- channel. This mutation greatly reduces the CFTR maturation process and slows the channel opening rate. Here, we investigate whether residues near F508 contribute to these defects in ΔF508-CFTR. Most deletion mutations, but not alanine substitutions, of individual residues from positions 503 to 513 impaired CFTR maturation. Interestingly, only protein processing of ΔY512-CFTR, like that of ΔF508-CFTR, was greatly improved by low-temperature culture at 27°C or small-molecule corrector C18. The 2 mutant Cl- channels were equally slow to open, suggesting that they may share common structural flaws. Studies on the H3-H4 loop that links residues F508 and Y512 demonstrate that G509A/V510G mutations, moving G509 1 position backward in the loop, markedly enhanced ΔF508-CFTR maturation and opening rate while promoting protein stability and persistence of the H3 helix in ΔF508 nucleotide-binding domain 1. Moreover, V510A/S511A mutations noticeably increased ΔY512-CFTR maturation at 27°C and its opening rate. Thus, loop abnormalities may contribute to ΔF508- and ΔY512-CFTR defects. Importantly, correcting defects from G509 displacement in ΔF508-CFTR may offer a new avenue for drug discovery and CF treatments.-Chen, X., Zhu, S., Zhenin, M., Xu, W., Bose, S. J., Wong, M. P.-F., Leung, G. P. H., Senderowitz, H., Chen, J.-H. A defective flexible loop contributes to the processing and gating defects of the predominant cystic fibrosis-causing mutation.


Assuntos
Regulador de Condutância Transmembrana em Fibrose Cística/genética , Fibrose Cística/etiologia , Fibrose Cística/genética , Temperatura Baixa , Eletrofisiologia , Humanos , Immunoblotting , Simulação de Dinâmica Molecular , Mutação/genética , Plasmídeos/genética , Estabilidade Proteica , Estrutura Secundária de Proteína , Deleção de Sequência/genética
4.
J Med Chem ; 61(24): 11309-11326, 2018 12 27.
Artigo em Inglês | MEDLINE | ID: mdl-30507195

RESUMO

TLR4, a member of the Toll-like receptor (TLR) family, serves as a pattern recognition receptor in the innate immune response to microbial pathogens. TLR4 also regulates the inflammatory reaction to ischemic injury in the heart. The TRIF-related adaptor molecule (TRAM) is an adapter that recruits the Toll/interleukin 1 receptor (TIR) domain, which contains adapter-inducing IFN-ß (TRIF), to activate TLR4, following TRIF-dependent cytokine gene transcription. On the basis of a known TRAM-derived decoy peptide, 10 of its peptidomimetics were synthesized. One of them, 1-benzyl-5-methyl-4-( n-octylamino)pyrimidin-2(1 H)-one (21), exhibited high potency and efficacy in vitro. In vitro results and in silico analysis provided evidence for the possible direct interaction of 21 with the TLR4 complex. Administered in mice, 21 was able to block the pathophysiological manifestation of MI, restoring the concomitant tissue damage, with a 100% survival rate. Thus, inhibition of TLR4-mediated inflammation in postischemic myocardium could be used as an approach for developing cardioprotective drugs.


Assuntos
Cardiotônicos/farmacologia , Isquemia Miocárdica/tratamento farmacológico , Peptidomiméticos/farmacologia , Pirimidinas/farmacologia , Receptor 4 Toll-Like/metabolismo , Animais , Sítios de Ligação , Cardiotônicos/química , Cardiotônicos/metabolismo , Hipóxia Celular/efeitos dos fármacos , Simulação por Computador , Modelos Animais de Doenças , Relação Dose-Resposta a Droga , Desenho de Fármacos , Fatores Reguladores de Interferon/metabolismo , Interleucina-1beta/genética , Interleucina-1beta/metabolismo , Masculino , Camundongos Endogâmicos C57BL , Isquemia Miocárdica/metabolismo , Isquemia Miocárdica/patologia , Miócitos Cardíacos/efeitos dos fármacos , Miócitos Cardíacos/patologia , Peptidomiméticos/química , Pirimidinas/química , Pirimidinas/metabolismo , Ratos Sprague-Dawley , Receptor 4 Toll-Like/química , Receptor 4 Toll-Like/genética
5.
J Comput Aided Mol Des ; 32(9): 877-888, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-30173397

RESUMO

Ligand affinity prediction from docking simulations is usually performed by means of highly empirical and diverse protocols. These protocols often involve the re-scoring of poses generated by a force field (FF) based Hamiltonian to provide either estimated binding affinities-or alternatively, some empirical goodness score. Re-scoring is performed by so-called scoring functions-typically, a reweighted sum of FF terms augmented by additional terms (e.g., desolvation/entropic penalty, hydrophobicity, aromatic interactions etc.). Sometimes, the scoring function actually drives ligand positioning, but often it only operates on the best scoring poses ranked top by the initial ligand positioning tool. In either of these rather intricate scenarios, scoring functions are docking-specific models, and most require machine-learning-based calibration. Therefore, docking simulations are less straightforward when compared to "standard" molecular simulations in which the FF Hamiltonian defines the energy, and affinity emerges as an ensemble average property over pools of representative conformers (i.e., the trajectory). Paraphrasing on Occam's Razor principle, additional model complexity is only acceptable if demonstrated to bring a significant improvement of prediction quality. In this work we therefore examined whether the complexity inherent to scoring functions is indeed justified. For this purpose we compared sampler for multiple protein-ligand entities, a general purpose conformation sampler based on the AMBER/GAFF FF, complemented with continuum solvation terms, with several state of the art docking tools that rely on calibrated scoring functions (Glide, Gold, Autodock-Vina) in terms of its ability to top-rank the actives from large and diverse ligand series associated with various proteins. There is no clear winner of this study, where each program performed well on most of the targets, but also failed with respect to at least one of them. Therefore, a well-parameterized force field with a simple, energy-based ligand ranking protocol appears to be an as effective docking protocol as intricate rescoring strategies based on scoring functions. A tool that can sample the conformational space of the free ligand, the bound ligand and the protein binding site using the same force field may avoid many of the approximations common to contemporary docking protocols and allow e.g., for docking into highly flexible active sites, when current scoring functions are not well suited to estimate receptor strain energies.


Assuntos
Simulação de Acoplamento Molecular , Proteínas/química , Sítios de Ligação , Bases de Dados de Proteínas , Ligantes , Aprendizado de Máquina , Ligação Proteica , Conformação Proteica , Software , Termodinâmica
6.
J Med Chem ; 61(9): 4004-4019, 2018 05 10.
Artigo em Inglês | MEDLINE | ID: mdl-29681148

RESUMO

We describe the preparation and evaluation of novel indoline derivatives with potent antioxidant and anti-inflammatory activities for the treatment of pathological conditions associated with chronic inflammation. The indolines are substituted at position 1 with chains carrying amino, ester, amide, or alcohol groups, and some have additional substituents, Cl, MeO, Me, F, HO, or BnO, on the benzo ring. Concentrations of 1 pM to 1 nM of several compounds protected RAW264.7 macrophages against H2O2 induced cytotoxicity and LPS induced elevation of NO, TNF-α, and IL-6. Several derivatives had anti-inflammatory activity at 1/100th of the concentration of unsubstituted indoline. Four compounds with ester, amine, amide, or alcohol side chains injected subcutaneously in mice at a dose of 1 µmol/kg or less, like dexamethasone (5.6 µmol/kg) prevented LPS-induced cytokine elevation in the brain and peripheral tissues. Subcutaneous injection of 100 µmol/kg of these compounds caused no noticeable adverse effects in mice during 3 days of observation.


Assuntos
Anti-Inflamatórios não Esteroides/síntese química , Anti-Inflamatórios não Esteroides/farmacologia , Antioxidantes/síntese química , Antioxidantes/farmacologia , Indóis/síntese química , Indóis/farmacologia , Animais , Anti-Inflamatórios não Esteroides/química , Antioxidantes/química , Encéfalo/efeitos dos fármacos , Encéfalo/metabolismo , Sobrevivência Celular/efeitos dos fármacos , Técnicas de Química Sintética , Peróxido de Hidrogênio/toxicidade , Indóis/química , Interleucina-6/metabolismo , Camundongos , Modelos Moleculares , Conformação Molecular , Óxido Nítrico/metabolismo , Estresse Oxidativo/efeitos dos fármacos , Fosforilação/efeitos dos fármacos , Células RAW 264.7 , Fator de Necrose Tumoral alfa/metabolismo
7.
J Chem Inf Model ; 55(11): 2349-64, 2015 Nov 23.
Artigo em Inglês | MEDLINE | ID: mdl-26418372

RESUMO

Cystic Fibrosis (CF) is a lethal, genetic disease caused by mutations to the CFTR chloride channel. The most common CF causing mutation is the deletion of F508 from the first Nucleotide Binding Domain (F508del-NBD1). This mutation leads to a thermally unstable domain and a misfolded, nonfunctioning CFTR. Replica Exchange MD simulations were used to simulate seven NBD1 constructs including wt and F508del-NBD1 both alone and in the presence of known rescuing mutations as well as F508del-NBD1 in complex with a known small (ligand) stabilizer. Analyzing the resulting trajectories suggests that differences in the biochemical properties of the constructs result from local and coupled differences in their dynamic profiles. A comparative analysis of these profiles as well as of the resulting trajectories reveals how the different perturbations exert their deleterious, rescuing, and stabilizing effects on NBD1. These simulations may therefore be useful for the design and mechanism-of-action analysis of new NBD1 stabilizers.


Assuntos
Regulador de Condutância Transmembrana em Fibrose Cística/química , Regulador de Condutância Transmembrana em Fibrose Cística/genética , Trifosfato de Adenosina/metabolismo , Fibrose Cística/genética , Excipientes/química , Excipientes/farmacologia , Humanos , Ligantes , Simulação de Dinâmica Molecular , Conformação Proteica , Estabilidade Proteica/efeitos dos fármacos , Estrutura Terciária de Proteína , Deleção de Sequência
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