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1.
Sci Rep ; 5: 11948, 2015 Jul 10.
Article in English | MEDLINE | ID: mdl-26159770

ABSTRACT

During the search for a potent antifungal drug, a cell-permeable metabolite was isolated from a soil isolate taxonomically identified as Penicillium radicum. The strain was found to be a potent antifungal agent. Production conditions of the active compound were optimized and the active compound was isolated, purified, characterized and identified as a phosphoinositide 3-kinase (PI3K) inhibitor, commonly known as wortmannin (Wtmn). This is very first time we are reporting the production of Wtmn from P. radicum. In addition to its previously discovered anticancer properties, the broad spectrum antifungal property of Wtmn was re-confirmed using various fungal strains. Virtual screening was performed through molecular docking studies against potential antifungal targets, and it was found that Wtmn was predicted to impede the actions of these targets more efficiently than known antifungal compounds such as voriconazole and nikkomycin i.e. 1) mevalonate-5-diphosphate decarboxylase (1FI4), responsible for sterol/isoprenoid biosynthesis; 2) exocyst complex component SEC3 (3A58) where Rho- and phosphoinositide-dependent localization is present and 3) Kre2p/Mnt1p a Golgi alpha1,2-mannosyltransferase (1S4N) involved in the biosynthesis of yeast cell wall glycoproteins). We conclude that Wtmn produced from P. radicum is a promising lead compound which could be potentially used as an efficient antifungal drug in the near future after appropriate structural modifications to reduce toxicity and improve stability.


Subject(s)
Androstadienes/chemistry , Antifungal Agents/chemistry , Penicillium/chemistry , Phosphoinositide-3 Kinase Inhibitors , Androstadienes/isolation & purification , Androstadienes/pharmacology , Antifungal Agents/isolation & purification , Antifungal Agents/pharmacology , Binding Sites , Cell Line , Cell Survival/drug effects , Fungal Proteins/chemistry , Fungal Proteins/metabolism , Fungi/drug effects , Humans , Molecular Conformation , Molecular Docking Simulation , Penicillium/classification , Penicillium/metabolism , Phosphatidylinositol 3-Kinases/metabolism , Phylogeny , Wortmannin
2.
J Microbiol Biotechnol ; 22(7): 939-46, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22580313

ABSTRACT

Antibiotic production with Streptomyces sindenensis MTCC 8122 was optimized under submerged fermentation conditions by artificial neural network (ANN) coupled with genetic algorithm (GA) and Nelder-Mead downhill simplex (NMDS). Feed forward back-propagation ANN was trained to establish the mathematical relationship among the medium components and length of incubation period for achieving maximum antibiotic yield. The optimization strategy involved growing the culture with varying concentrations of various medium components for different incubation periods. Under non-optimized condition, antibiotic production was found to be 95 microgram/ml, which nearly doubled (176 microgram/ml) with the ANN-GA optimization. ANN-NMDS optimization was found to be more efficacious, and maximum antibiotic production (197 microgram/ml) was obtained by cultivating the cells with (g/l) fructose 2.7602, MgSO4 1.2369, (NH4)2PO4 0.2742, DL-threonine 3.069%, and soyabean meal 1.952%, for 9.8531 days of incubation, which was roughly 12% higher than the yield obtained by ANN coupled with GA under the same conditions.


Subject(s)
Anti-Bacterial Agents/biosynthesis , Streptomyces/growth & development , Streptomyces/metabolism , Algorithms , Bioreactors/microbiology , Culture Media/chemistry , Fermentation , Neural Networks, Computer , Time Factors
3.
Appl Biochem Biotechnol ; 165(5-6): 1414-26, 2011 Nov.
Article in English | MEDLINE | ID: mdl-21909628

ABSTRACT

An extracellular cholesterol oxidase (cho) enzyme was isolated from the Streptomyces parvus, a new source and purified 18-fold by ion exchange and gel filtration chromatography. Specific activity of the purified enzyme was found to be 20 U/mg with a 55 kDa molecular mass. The enzyme was stable at pH 7.2 and 50 °C. The enzyme activity was inhibited in the presence of Pb(2+), Ag(2+), Hg(2+), and Zn(2+) and enhanced in the presence of Mn(2+). The enzyme activity was inhibited by the thiol-reducing reagents (DTT, ß-mercaptoethanol), suggesting that disulfide linkage is essential for the enzyme activity. The enzyme activity was found to be maximum in the presence of Triton X-100 and X-114 detergents whereas sodium dodecyl sulfate fully inactivated the enzyme. The enzyme showed moderate stability towards all organic solvents except acetone, benzene, chloroform and the activity increased in the presence of isopropanol and ethanol. The K(m) value for the oxidation of cholesterol by this enzyme was 0.02 mM.


Subject(s)
Bacterial Proteins/chemistry , Bacterial Proteins/isolation & purification , Cholesterol Oxidase/chemistry , Cholesterol Oxidase/isolation & purification , Soil Microbiology , Streptomyces/enzymology , Streptomyces/isolation & purification , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Cholesterol/chemistry , Cholesterol/metabolism , Cholesterol Oxidase/genetics , Cholesterol Oxidase/metabolism , Enzyme Stability , Kinetics , Molecular Sequence Data , Oxidation-Reduction , Phylogeny , Streptomyces/classification , Streptomyces/genetics , Substrate Specificity
4.
Appl Microbiol Biotechnol ; 89(1): 99-108, 2011 Jan.
Article in English | MEDLINE | ID: mdl-20798936

ABSTRACT

A multiobjective optimization was performed to maximize native protein concentration and shelf life of ASD, using artificial neural network (ANN) and genetic algorithm (GA). Optimum pH, storage temperature, concentration of protein, and protein stabilizers (Glycerol, NaCl) were determined satisfying the twin objective: maximum relative area of the dimer peak (native state) after 48 h of storage, and maximum shelf life. The relative area of the dimer peak, obtained from size exclusion chromatography performed as per the central composite design (CCD), and shelf life (obtained as turbidity change) served as training targets for the ANN. The ANN was used to establish mathematical relationship between the inputs and targets (from CCD). GA was then used to optimize the above determinants of aggregation, maximizing the twin objectives of the network. An almost fourfold increase in shelf life (~196 h) was observed at the GA-predicted optimum (protein concentration: 6.49 mg/ml, storage temperature: 20.8 °C, Glycerol: 10.02%, NaCl: 51.65 mM and pH: 8.2). Since no aggregation was observed at the optimum till 48 h, all the protein was found at the dimer position with maximum relative area (64.49). Predictions of the finally adapted network also reveal that storage temperature and solvent glycerol concentration plays key role in deciding the degree of ASD aggregation. This multiobjective optimization strategy was also successfully applied in minimizing the batch culture period and determining optimum combination of medium components required for most economical production of actinomycin D.


Subject(s)
Bacterial Proteins/chemistry , Mycobacterium tuberculosis/metabolism , Algorithms , Bacterial Proteins/genetics , Bacterial Proteins/isolation & purification , Bacterial Proteins/metabolism , Hydrogen-Ion Concentration , Mycobacterium tuberculosis/chemistry , Mycobacterium tuberculosis/genetics , Neural Networks, Computer , Protein Stability , Temperature
5.
Indian J Exp Biol ; 47(4): 298-303, 2009 Apr.
Article in English | MEDLINE | ID: mdl-19382727

ABSTRACT

Antimicrobial activities of twenty bacterial strains isolated from ten different stressed agro-ecological niches of Eastern Uttar Pradesh, India were evaluated against bacteria, yeasts and molds. Eleven isolates showing strong antimicrobial activities were characterized. Eight antifungal compounds were purified and partially characterized by Ultra-Violet (UV) absorption spectra and grouped into polyenes and non-polyenes. Antibacterial metabolites produced by four isolates were purified and chemically characterized, of which one isolate (AB) produced a new form of olivanic acid, and other three isolates (C5, Py and M4) produced antibacterial compounds having phenoxazone nucleus.


Subject(s)
Anti-Infective Agents/pharmacology , Bacteria/drug effects , Bacteria/isolation & purification , Ecosystem , Fungi/drug effects , Soil Microbiology , India , Microbial Sensitivity Tests , Spectrophotometry, Ultraviolet
6.
Bioinformation ; 4(2): 53-8, 2009 Sep 05.
Article in English | MEDLINE | ID: mdl-20198168

ABSTRACT

Traditional methods of species classification and identification of the organism are based on morphological, physiological, biochemical, developmental and nutritional characteristics. Accurate assignment of taxonomic status to the new biologically active microbial isolates through existing bioinformatics methods is now very essential and also helpful in chemical characterization of the active molecule produced by microorganisms. The bacterial strain M4 (ckm7) was isolated from the pre-treated soil sample collected from the agricultural field of Eastern Uttar Pradesh (U.P.), India and was found to be producing antibacterial and antifungal antibiotics. Taxonomic identification of the isolate belongs to the genus Streptomyces which was done with the help of sequence analysis and later confirmed by biological activity. Sequence comparison study of ckm7 showed 98% identical similarity with 16S rRNA gene sequences of Streptomyces spinichromogenes, Streptomyces triostinicus and Streptomyces capoamus. On the basis of both biological activity and phylogenetic analysis of ckm7, it was concluded that the isolated strain is a new variant of S. triostinicus.

7.
Braz. j. microbiol ; 39(4): 689-692, Dec. 2008. ilus, tab
Article in English | LILACS | ID: lil-504308

ABSTRACT

An actinomycin-D producing strain was isolated from soil and characterized as Streptomyces sindenensis. The culture was subjected to UV irradiation and a mutant with 400 percent higher actinomycin-D production was isolated (400 mg/l-1 as compared to 80 mg/l-1 produced by the parent). Production medium was optimized and antibiotic yield with the mutant was enhanced to 850 mg/l-1 which is 963 percent higher as compared with the parent.


Uma cepa produtora de actinomicina-D foi isolada de solo e caracterizada como Streptomyces sindenensis. A cultura foi submetida à radiação UV, e um mutante capaz de produzir 400 por cento mais actinomicina-D foi isolado (400mg/L comparado a 80mg/L produzido pela cepa parental). O meio de produção do antibiótico foi otimizado e o rendimento aumentou para 850 mg/L, ou seja, 963 por cento mais alto que a cepa parental.


Subject(s)
Anti-Bacterial Agents/isolation & purification , Dactinomycin/isolation & purification , Mutagens , Radiation , Streptomyces antibioticus/isolation & purification , Methods , Soil , Methods
8.
Indian J Exp Biol ; 46(2): 138-44, 2008 Feb.
Article in English | MEDLINE | ID: mdl-18335813

ABSTRACT

Production of actinomycin-D, by an isolate, S. sindenensis, was optimized by statistical methods. Fructose peptone and NaNO3 were found to be critical for antibiotic production. In the second step, their concentrations were optimized with Central Composite Design and Response Surface Methodology. Fructose, peptone and NaNO3 at 2.55, 0.309 and 0.114% respectively gave approximately 261% higher yield (289 mg/l). Cultivation in fermentor at 600 rpm agitation and 1.5 vvm aeration with optimized medium gave 3.56 folds higher yield (365 mg/l) as compared to the yields in shake flasks using normal production medium (80 mg/l).


Subject(s)
Dactinomycin/biosynthesis , Models, Statistical , Streptomyces/metabolism , Biomass , Bioreactors , Drug Industry , Molecular Sequence Data , RNA, Ribosomal, 16S , Streptomyces/classification , Streptomyces/genetics
9.
Braz J Microbiol ; 39(4): 689-92, 2008 Oct.
Article in English | MEDLINE | ID: mdl-24031290

ABSTRACT

An actinomycin-D producing strain was isolated from soil and characterized as Streptomyces sindenensis. The culture was subjected to UV irradiation and a mutant with 400% higher actinomycin-D production was isolated (400 mg/l(-1) as compared to 80 mg/l(-1) produced by the parent). Production medium was optimized and antibiotic yield with the mutant was enhanced to 850 mg/l(-1) which is 963% higher as compared with the parent.

10.
Indian J Exp Biol ; 45(4): 326-32, 2007 Apr.
Article in English | MEDLINE | ID: mdl-17477303

ABSTRACT

Biodiversity is an addition sum of the studies on genetic, taxonomic commercial and ecosystem aspects of living systems. All the living individuals of a species contain a distinct combination of genes and the intrinsic interaction among the gene pool influences evolution, survival and phenotypic/genotypic changes of the part of the biodiversity i.e. community. The amount of genetic diversity within population varies tremendously and much of modern conservation biology is concerned with the maintenance of genetic diversity within the population of plants, animals and microbes. Germplasm, obtained with the vast biodiversity, provides a major source of biological material for the development of medicines, vaccines, pharmaceutical products, improved crop and animal varieties and for other environmental applications. Industrialized nations, who have the technology and resources to patent and develop commercial biological products, are having the benefits of biodiversity through the collected and conserved germplasm flowing through the international research centers. In fact a particular genetic contribution usually represents only a small percentage of the total value of the eventual products. In addition, the research and development process required to commercialize a particular product requires enormous technical efforts. The principle of patenting genes is the morally or ethically correct is a matter of intense debate. However, geneticists, having conceived of the technologies with vast and immediate therapeutic, food and environmental values must try to bring to the material to market as soon as possible.


Subject(s)
Biodiversity , Biotechnology/trends , Genetics, Microbial , Industrial Microbiology/trends , Biotechnology/economics , Genome , Genomics , Industrial Microbiology/economics
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