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1.
J Comput Chem ; 44(13): 1236-1249, 2023 05 15.
Artigo em Inglês | MEDLINE | ID: mdl-36999748

RESUMO

Designing movesets providing high quality protein conformations remains a hard problem, especially when it comes to deform a long protein backbone segment, and a key building block to do so is the so-called tripeptide loop closure (TLC). Consider a tripeptide whose first and last bonds ( N 1 C α ; 1 and C α ; 3 C 3 ) are fixed, and so are all internal coordinates except the six ϕ ψ i = 1,2,3 dihedral angles associated to the three C α carbons. Under these conditions, the TLC algorithm provides all possible values for these six dihedral angles-there exists at most 16 solutions. TLC moves atoms up to ∼ 5 Å in one step and retains low energy conformations, whence its pivotal role to design move sets sampling protein loop conformations. In this work, we relax the previous constraints, allowing the last bond ( C α ; 3 C 3 ) to freely move in 3D space-or equivalently in a 5D configuration space. We exhibit necessary geometric constraints in this 5D space for TLC to admit solutions. Our analysis provides key insights on the geometry of solutions for TLC. Most importantly, when using TLC to sample loop conformations based on m consecutive tripeptides along a protein backbone, we obtain an exponential gain in the volume of the 5 m -dimensional configuration space to be explored.


Assuntos
Algoritmos , Modelos Moleculares , Conformação Proteica
2.
Sci Total Environ ; 845: 157161, 2022 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-35817113

RESUMO

Keratinase-catalyzed degradation of keratin waste has been shown to be a promising recycling method. Although the recombinant KerZ1 derived from Bacillus subtilis has shown the highest activity among the keratinases reported so far, the low thermal stability caused by the unstable flexible loops limited its keratin-degrading ability. To this end, the flexible loops of KerZ1 were engineered to be more hydrophobic and rigid through B-factor calculations, molecular dynamics simulations, and ß-turn redesign. We developed several highly thermostable keratinase variants and showed enhanced keratin degradation activity. In particular, the loop regions of the variants KerZ1A128D/L240N, KerZ1T77E/L240N and KerZ1T77C/A128D were designed to be more stable, with Tm values increased by 8 °C, 6 °C and 5 °C, and corresponding t1/2 increased by 2.3, 3.3 and 5.0 times. The keratin degradation activity of the variant KerZ1T77C/A128D at 60 °C was enhanced by 46 % compared with KerZ1WT. The strategy of this research and the obtained keratinase variants will be a significant improvement in the complete degradation of keratin.


Assuntos
Queratinas , Peptídeo Hidrolases , Bacillus subtilis/metabolismo , Concentração de Íons de Hidrogênio , Peptídeo Hidrolases/química , Peptídeo Hidrolases/metabolismo
3.
Int J Biol Macromol ; 214: 642-654, 2022 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-35772638

RESUMO

Increasing the temperature by just a few degrees may lead to structural perturbation or unfolding of the protein and consequent loss of function. The concepts of flexibility and rigidity are fundamental for understanding the relationships between function, structure and stability. Protein unfolding can often be triggered by thermal fluctuations with flexible residues usually on the protein surface. Therefore, identification and knowledge of the effect of modification to flexible regions in protein structures are required for efficient protein engineering and the rational design of thermally stable proteins. The most flexible regions in protein are loops, hence their rigidification is one of the effective strategies for increasing thermal stability. Directed evolution or rational design by computational prediction can also lead to the generation of thermally stable proteins. Computational protein design has been improved significantly in recent years and has successfully produced de novo stable backbone structures with optimized sequences and functions. This review discusses intramolecular and intermolecular interactions that determine the protein structure, and the strategies utilized in the mutagenesis of mesophilic proteins to stabilize and improve the functional characteristics of biocatalysts by describing efficient techniques and strategies to rigidify flexible loops at appropriate positions in the structure of the protein.


Assuntos
Engenharia de Proteínas , Desdobramento de Proteína , Engenharia de Proteínas/métodos , Estabilidade Proteica , Proteínas/genética , Temperatura
4.
Eur J Med Chem ; 227: 113932, 2022 Jan 05.
Artigo em Inglês | MEDLINE | ID: mdl-34700267

RESUMO

As an anti-tuberculosis target, DprE1 contains two flexible loops (Loop I and Loop II) which have never been exploited for developing DprE1 inhibitors. Here Leu317 in Loop II was discovered as a new functional site to combat drug-resistance in Mycobacterium strains. Based on TCA1, LZDT1 was designed to optimize the hydrophobic interaction with Leu317. A subsequent biochemical and cellular assay displayed increased potency of LZDT1 in inhibiting DprE1 and killing drug-sensitive/-resistant Mycobacterium strains. The improved activity of LZDT1 and its analogue LZDT2 against multidrug resistant tuberculosis was particularly highlighted. For LZDT1, its enhanced interaction with Leu317 also impaired the drug-insensitivity of DprE1 caused by Cys387 mutation. A new nonbenzothiazole lead (LZDT10) with reduced Cys387-dependence was further produced by optimizing interactions with Leu317, improvement directions for LZDT10 were discussed as well. Our research underscores the value of potential functional sites in disordered loops, and affords a feasible way to develop these functional sites into opportunities for drug-resistance management.


Assuntos
Oxirredutases do Álcool/antagonistas & inibidores , Antituberculosos/farmacologia , Proteínas de Bactérias/antagonistas & inibidores , Mycobacterium tuberculosis/efeitos dos fármacos , Tuberculose Resistente a Múltiplos Medicamentos/tratamento farmacológico , Oxirredutases do Álcool/metabolismo , Antituberculosos/síntese química , Antituberculosos/química , Proteínas de Bactérias/metabolismo , Relação Dose-Resposta a Droga , Humanos , Testes de Sensibilidade Microbiana , Estrutura Molecular , Mycobacterium tuberculosis/metabolismo , Relação Estrutura-Atividade , Tuberculose Resistente a Múltiplos Medicamentos/metabolismo
5.
Acta Crystallogr D Struct Biol ; 76(Pt 11): 1104-1113, 2020 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-33135681

RESUMO

Cellobiose 2-epimerase (CE) is commonly recognized as an epimerase as most CEs mainly exhibit an epimerization activity towards disaccharides. In recent years, several CEs have been found to possess bifunctional epimerization and isomerization activities. They can convert lactose into lactulose, a high-value disaccharide that is widely used in the food and pharmaceutical industries. However, the factors that determine the catalytic direction in CEs are still not clear. In this study, the crystal structures of three newly discovered CEs, CsCE (a bifunctional CE from Caldicellulosiruptor saccharolyticus), StCE (a bifunctional CE from Spirochaeta thermophila DSM 6578) and BtCE (a monofunctional CE from Bacillus thermoamylovorans B4166), were determined at 1.54, 2.05 and 1.80 Šresolution, respectively, in order to search for structural clues to their monofunctional/bifunctional properties. A comparative analysis of the hydrogen-bond networks in the active pockets of diverse CEs, YihS and mannose isomerase suggested that the histidine corresponding to His188 in CsCE is uniquely required to catalyse isomerization. By alignment of the apo and ligand-bound structures of diverse CEs, it was found that bifunctional CEs tend to have more flexible loops and a larger entrance around the active site, and that the flexible loop 148-181 in CsCE displays obvious conformational changes during ligand binding. It was speculated that the reconstructed molecular interactions of the flexible loop during ligand binding helped to motivate the ligands to stretch in a manner beneficial for isomerization. Further site-directed mutagenesis analysis of the flexible loop in CsCE indicated that the residue composition of the flexible loop did not greatly impact epimerization but affects isomerization. In particular, V177D and I178D mutants showed a 50% and 80% increase in isomerization activity over the wild type. This study provides new information about the structural characteristics involved in the catalytic properties of CEs, which can be used to guide future molecular modifications.


Assuntos
Bacillus/enzimologia , Proteínas de Bactérias/química , Caldicellulosiruptor/enzimologia , Carboidratos Epimerases/química , Spirochaeta/enzimologia , Proteínas de Bactérias/genética , Biocatálise , Carboidratos Epimerases/genética , Domínio Catalítico , Isomerismo , Mutagênese Sítio-Dirigida , Especificidade por Substrato
6.
Int J Mol Sci ; 17(12)2016 Nov 25.
Artigo em Inglês | MEDLINE | ID: mdl-27898009

RESUMO

Posttranslational modifications are an important feature of most proteases in higher organisms, such as the conversion of inactive zymogens into active proteases. To date, little information is available on the role of glycosylation and functional implications for secreted proteases. Besides a stabilizing effect and protection against proteolysis, several proteases show a significant influence of glycosylation on the catalytic activity. Glycans can alter the substrate recognition, the specificity and binding affinity, as well as the turnover rates. However, there is currently no known general pattern, since glycosylation can have both stimulating and inhibiting effects on activity. Thus, a comparative analysis of individual cases with sufficient enzyme kinetic and structural data is a first approach to describe mechanistic principles that govern the effects of glycosylation on the function of proteases. The understanding of glycan functions becomes highly significant in proteomic and glycomic studies, which demonstrated that cancer-associated proteases, such as kallikrein-related peptidase 3, exhibit strongly altered glycosylation patterns in pathological cases. Such findings can contribute to a variety of future biomedical applications.


Assuntos
Glicoproteínas/metabolismo , Peptídeo Hidrolases/metabolismo , Glicoproteínas/química , Glicosilação , Cinética , Peptídeo Hidrolases/química , Polissacarídeos/química , Polissacarídeos/metabolismo , Proteômica/métodos , Especificidade por Substrato
7.
Biotechnol Bioeng ; 111(4): 674-82, 2014 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-24222582

RESUMO

Supplementary phosphatidylinositol (PI) was shown to improve lipid metabolism in animals, thus it is interesting for pharmaceutical and nutritional applications. Homogenous PI can be produced in transphosphatidylation of phosphatidylcholine (PC) with myo-inositol catalyzed by phospholipase D (PLD). Only bacterial enzymes able to catalyze PI synthesis are Streptomyces antibioticus PLD (SaPLD) variants, among which DYR (W187D/Y191Y/Y385R) has the best kinetic profile. Increase in PI yield is possible by providing excess of solvated myo-inositol, which is achievable at high temperatures due to its highly temperature-dependent solubility. However, high-temperature PI synthesis requires the thermostable PLD. Previous site-directed combinatorial mutagenesis at the residues of DYR having high B-factor yielded the most improved variant, D40H/T291Y DYR, obtained by the combination of two selected mutations. D40 and T291 are located within dynamic surface loops, D37-G45 (termed D40 loop) and G273-T313. Thus, in this work, thermostabilization of DYR SaPLD was attempted by rational design based on deletion of the D40 loop, generating two variants, Δ37-45 DYR and Δ38-46 DYR PLD. Δ38-46 DYR showed highest thermostability as its activity half-life at 70°C proved 11.7 and 8.0 times longer than that of the DYR and Δ37-45 DYR, respectively. Studies on molecular dynamics predicted Δ38-46 DYR to have the least average RMSD change as temperature dramatically increases. At 60 and 70°C, both mutants synthesized PI in a twofold higher yield compared to the DYR, while at the same time produced less of the hydrolytic side-product, phosphatidic acid.


Assuntos
Proteínas de Bactérias/química , Proteínas de Bactérias/genética , Fosfolipase D/química , Fosfolipase D/genética , Streptomyces/enzimologia , Sequência de Aminoácidos , Proteínas de Bactérias/metabolismo , Estabilidade Enzimática/genética , Temperatura Alta , Cinética , Simulação de Dinâmica Molecular , Dados de Sequência Molecular , Fosfatidilinositóis/metabolismo , Fosfolipase D/metabolismo , Maleabilidade , Conformação Proteica , Alinhamento de Sequência , Deleção de Sequência , Streptomyces/genética
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