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1.
Heliyon ; 6(9): e04727, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32944665

ABSTRACT

Increasing data show that intronic derived regulatory elements, such as transcription factor binding sites (TFBs), play key roles in gene regulation, and malfunction. Accordingly, characterizing the sequence context of the intronic regions of the human coagulation factor VIII (hFVIII) gene can be important. In this study, the intronic regions of the hFVIII gene were scrutinized based on in-silico methods. The results disclosed that these regions harbor a rich array of functional elements such as repetitive elements (REs), splicing sites, and transcription factor binding sites (TFBs). Among these elements, TFBs and REs showed a significant distribution and correlation to each other. This survey indicated that 31% of TFBs are localized in the intronic regions of the gene. Moreover, TFBs indicate a strong bias in the regions far from splice sites of introns with mapping to different REs. Accordingly, TFBs showed highly bias toward Short Interspersed Elements (SINEs), which in turn they covering about 12% of the total of REs. However, the distribution pattern of TFBs-REs showed different bias in the intronic regions, spatially into the Introns 13 and 25. The rich array of SINE-TFBs and CR1-TFBs were situated within 5'UTR of the gene that may be an important driving force for regulatory innovation of the hFVIII gene. Taken together, these data may lead to revealing intronic regions with the capacity to renewing gene regulatory networks of the hFVIII gene. On the other hand, these correlations might provide the novel idea for a new hypothesis of molecular evolution of the FVIII gene, and treatment of Hemophilia A which should be considered in future studies.

2.
Iran J Biotechnol ; 18(1): e2256, 2020 Jan.
Article in English | MEDLINE | ID: mdl-32884954

ABSTRACT

BACKGROUND: Characterizing the structure and function of superoxide dismutase (SOD), as an antioxidant enzyme providing opportunities for its application in food supplements. OBJECTIVES: In this study, the features of the Manganese-SOD of Lactococcus Lactis (SDLL), subsp. Cremoris MG1363, as probiotic bacteria, were determined on the basis of the computational methods. MATERIALS AND METHODS: The protein's physicochemical properties and the prediction of its secondary structure were determined via the ProtParam server and the GOR program respectively. Moreover, the 3D structures of the proteins were constructed via the MODELLER on the basis of the homology method and the threading algorithm MUSTER. On the other hand, the structural stability of the models was assayed under the quasi-physiological conditions by the GROMACS program via the GROMOS96 43a1 force field in Linux system. Finally, using the Molecular Docking Studies, the functionality features of the models were predicted through their affinity with the corresponding substrates. RESULTS: The results revealed the physicochemical properties of the SDLL and a 3D model of a chain of the enzyme being similar to the SOD from the Bacillus Subtilis (SDBS). The model of the SDLL was checked for quality control purposes including the Ramachandran plot, the ERRAT and the Verifiy3D. The model was suggestive of the structural stability in quasi-physiological conditions; yet, less than that of the SDBS. Assessing the cause of the instability in the SDLL model was indicative of two unstable regions in the area far from the enzyme's active position, they were considered suitable for mutagenesis. Accordingly, the loop substitution for the corresponding region of SDBS and the deletion of the loop positioned at the C terminal of SDLL resulted in a mutant of SDLL with more stability and appropriate affinity with the corresponding substrate. CONCLUSION: In general, the study provides a new model of SDLL with certain thermostable features, and a new mutant with suitable stability and functionality on the basis of the direct mutagenesis being used in different applications.

3.
Comput Biol Chem ; 83: 107121, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31546211

ABSTRACT

Antioxidant enzymes (AEs) are the main parts of the natural barriers of the body which deactivate the oxidant factors. To discover and understand their structures and function will deserve a deeper investigation. Accordingly, as an AE of probiotic strains, glutathione reductase of Streptococcus thermophilus (GRst), is characterized and modeled by in-silico methods. The investigation indicated the physicochemical properties of the enzyme and estimated its half-life of being more than 10 h. The analysis revealed that the enzyme is composed of 86 strands, 123 helices, and 241 random coils. Homology modeling of the GRst led to the construction of the enzyme's 3D model that 62% of which is analogous to the glutathione reductase of Escherichia Coli (GRec), and which is qualitatively high in terms of Molpdf, ERRAT, Verify-3D and Ramachandran scores. Moreover, the structural stability of the model was substantiated within 10 and 20 ns at 400 and 300 K, respectively. Interestingly, these data showed that the enzyme is more stable than GRec at 400 K. In other words, the active cavity of the constructed model is characteristic of 38 amino acid residues within 4 Šaround the NADPH and GSSG as corresponding ligands of GRst. Noteworthy, herein is the fact that, CYS40 and CYS45 are specified as the active site residues of this enzyme. Furthermore, the interaction assays of the model support its antioxidant capability which is even more than that of GRec. In general, these data provide a new model of AEs being inclusive of high antioxidant capacity and thermostability.


Subject(s)
Computer Simulation , Glutathione Reductase/chemistry , Glutathione Reductase/metabolism , Molecular Dynamics Simulation , Streptococcus thermophilus/enzymology , Enzyme Stability
4.
Appl Microbiol Biotechnol ; 102(19): 8389-8402, 2018 Oct.
Article in English | MEDLINE | ID: mdl-30074072

ABSTRACT

The celH gene from Clostridium thermocellum encodes a protein containing 900 residues and three components, including Cel5E, Lic26a, and carbohydrate-binding domains. Cel5E is a member of the glycoside hydrolase-5 family and is a bifunctional xylanase/cellulase enzyme. We targeted a semi-hydrophobic pocket near the Cel5E active site and theoretically screened mutated variants for enhanced levels of thermal stability. Cel5E mutations were inserted into celH by overlapping polymerase chain reaction, followed by expression of wild-type and mutant enzymes in Escherichia coli BL21 (DE3) and purification by affinity chromatography. Thermal-stabilizing mutations were subjected to molecular dynamics simulation, and measurement of the in vacuo potential energy, van der Waals forces, electrostatic interactions, and net nonbonded potential energies obtained an overall binding affinity of - 64.964 KJ/mol for wild-type Cel5E and - 176.148, - 200.921, and - 120.038 KJ/mol for the N94F, N94W, and E133F mutants, respectively. Additionally, the N94W, N94F, E133F, and N94A variants exhibited 1.92-, 1.29-, 1.1-, and 1.15-fold better carboxymethyl cellulase (CMCase) and 1.46-, 1.29-, 1.11-, and 1.12-fold better ß-glucanase activity on barley ß-glucan relative to the wild-type enzyme. Interestingly, the optimal temperature for CMCase activity by the N94W variant was shifted 2 °C higher than that for the wild-type enzyme. Mutated variants showed improved CMCase and ß-glucanase activity and shifted toward higher temperature of maximum activity.


Subject(s)
Bacterial Proteins/genetics , Clostridium thermocellum/genetics , Enzyme Stability/genetics , Catalysis , Catalytic Domain/genetics , Cellulase/genetics , Clostridium thermocellum/enzymology , Escherichia coli/genetics , Glycoside Hydrolases/genetics , Mutagenesis, Site-Directed/methods , Mutation/genetics , beta-Glucans/metabolism
5.
Iran J Biotechnol ; 16(3): e1284, 2018 Aug.
Article in English | MEDLINE | ID: mdl-31457020

ABSTRACT

BACKGROUND: Considering natural thermal stability, Geobacillus stearothermophilus amylase and Cel5E from Clostridium thermocellum are good candidates for industrial applications. To be compatible with the industrial applications, this enzyme should be stable in the high temperatures, so any improvement in their thermal stability is valuable. OBJECTIVES: Using in silico approach and identifying point mutations in the structure amylase of G. stearothermophilus and Cel5E from C. termocellum we tried to increase thermal stability of the enzymes along with their catalytic activity to reach a new industrial amylase with higher thermostability and an improved function. MATERIALS AND METHODS: In this study we predicted the 3D structure of the enzymes, then simulated the molecular docking study using MolDock, PLANTS, and Lamarkian genetic algorithm as scoring functions for the docking and in silico engineering of the protein aiming to increase the thermal stability and catalytic activity. RESULTS: A series of thermal stability increasing point mutations were exerted around the active site of the enzyme, then by docking procedure, the binding affinity was measured and finally a list of mutations which theoretically improved the increased thermal stability as well as catalytic activity were proposed. CONCLUSIONS: Based on the in silico results obtained the modified enzymes seems to be suitable candidates for considering in both laboratory and industrial scales.

6.
Braz J Microbiol ; 46(4): 1225-34, 2015.
Article in English | MEDLINE | ID: mdl-26691485

ABSTRACT

This study aimed to isolate and evaluate the cellulase activity of cellulolytic bacteria in hot springs of Dehloran, Ilam province, Iran. Water and sludge samples were collected from the hot springs and the bacterial enrichment was performed in a medium containing rice barn and carboxymethyl cellulose (CMC). The cultures were incubated at 50 °C in aerobic conditions. The bacteria were isolated on CMC agar (1%) medium. Cellulase assay of the isolates was measured by the evaluation of endoglucanase enzyme activity, which is also called as carboxymethyl cellulase (CMCase). The isolated thermotolerant bacteria were then identified and optimized for the production of CMCase. Moreover, stabilizing elements of the enzyme were identified with in silico approach. The chosen isolate was identified as Isoptericola variabilis sp. IDAH9. The identified strain produced the most thermostable CMCase at a concentration of 5.6 g/L of ammonium sulfate, 9 g/L CMCase or 12 g/L rice bran, 0/6% Tween-80, and 0.2% sucrose. The produced enzyme showed 80% of the residual activity after 1 h of incubation at 65 °C. In silico data indicated that the remaining residual activity was due to the redundant stabilizing elements in the protein structure. Consequently, I. variabilis can be isolated from the extreme environment and has a thermostable endoglucanase which may be used for various applications after studying them.


Subject(s)
Actinobacteria/enzymology , Actinobacteria/metabolism , Carboxymethylcellulose Sodium/metabolism , Cellulase/metabolism , Actinobacteria/isolation & purification , Aerobiosis , Culture Media/chemistry , Enzyme Stability , Hot Springs/microbiology , Hot Temperature , Iran , Oryza/metabolism
7.
Braz. j. microbiol ; 46(4): 1225-1234, Oct.-Dec. 2015. graf
Article in English | LILACS | ID: lil-769670

ABSTRACT

Abstract This study aimed to isolate and evaluate the cellulase activity of cellulolytic bacteria in hot springs of Dehloran, Ilam province, Iran. Water and sludge samples were collected from the hot springs and the bacterial enrichment was performed in a medium containing rice barn and carboxymethyl cellulose (CMC). The cultures were incubated at 50 °C in aerobic conditions. The bacteria were isolated on CMC agar (1%) medium. Cellulase assay of the isolates was measured by the evaluation of endoglucanase enzyme activity, which is also called as carboxymethyl cellulase (CMCase). The isolated thermotolerant bacteria were then identified and optimized for the production of CMCase. Moreover, stabilizing elements of the enzyme were identified with in silico approach. The chosen isolate was identified as Isoptericola variabilis sp. IDAH9. The identified strain produced the most thermostable CMCase at a concentration of 5.6 g/L of ammonium sulfate, 9 g/L CMCase or 12 g/L rice bran, 0/6% Tween-80, and 0.2% sucrose. The produced enzyme showed 80% of the residual activity after 1 h of incubation at 65 °C. In silico data indicated that the remaining residual activity was due to the redundant stabilizing elements in the protein structure. Consequently, I. variabilis can be isolated from the extreme environment and has a thermostable endoglucanase which may be used for various applications after studying them.


Subject(s)
Female , Humans , Male , Middle Aged , Depressive Disorder/epidemiology , Diabetes Mellitus/epidemiology , Forecasting/methods , Health Policy , Mass Screening/legislation & jurisprudence , Artificial Intelligence , Comorbidity , Comparative Effectiveness Research/methods , Decision Support Techniques , Delivery of Health Care, Integrated , Diabetes Complications , Diagnostic and Statistical Manual of Mental Disorders , Depressive Disorder/diagnosis , Depressive Disorder/psychology , Diabetes Mellitus/diagnosis , Diabetes Mellitus/psychology , Logistic Models , Mass Screening/standards , Policy Making , Predictive Value of Tests , Safety-net Providers , Self Care , Surveys and Questionnaires
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