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1.
Exp Dermatol ; 33(1): e15008, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38284197

RESUMO

Skin is the ultimate barrier between body and environment and prevents water loss and penetration of pathogens and toxins. Internal and external stressors, such as ultraviolet radiation (UVR), can damage skin integrity and lead to disorders. Therefore, skin health and skin ageing are important concerns and increased research from cosmetic and pharmaceutical sectors aims to improve skin conditions and provide new anti-ageing treatments. Biomolecules, compared to low molecular weight drugs and cosmetic ingredients, can offer high levels of specificity. Topically applied enzymes have been investigated to treat the adverse effects of sunlight, pollution and other external agents. Enzymes, with a diverse range of targets, present potential for dermatological use such as antioxidant enzymes, proteases and repairing enzymes. In this review, we discuss enzymes for dermatological applications and the challenges associated in this growing field.


Assuntos
Cosméticos , Dermatopatias , Humanos , Raios Ultravioleta/efeitos adversos , Pele , Dermatopatias/terapia , Luz Solar/efeitos adversos , Cosméticos/farmacologia
2.
Chembiochem ; 24(10): e202300158, 2023 05 16.
Artigo em Inglês | MEDLINE | ID: mdl-37104846

RESUMO

Mycosporine-like amino acids (MAAs) are natural UV-absorbing sunscreens that evolved in cyanobacteria and algae to palliate harmful effects from obligatory exposure to solar radiation. Multiple lines of evidence prove that in cyanobacteria all MAAs are derived from mycosporine-glycine, which is typically modified by an ATP-dependent ligase encoded by the gene mysD. The function of the mysD ligase has been experimentally described but haphazardly named based solely upon sequence similarity to the d-alanine-d-alanine ligase of bacterial peptidoglycan biosynthesis. Combining phylogeny and alpha-fold tertiary protein structure prediction unambiguously distinguished mysD from d-alanine-d-alanine ligase. The renaming of mysD to mycosporine-glycine-amine ligase (MG-amine ligase) using recognised enzymology rules of nomenclature is, therefore, proposed, and considers relaxed specificity for several different amino acid substrates. The evolutionary and ecological context of MG-amine ligase catalysis merits wider appreciation especially when considering exploiting cyanobacteria for biotechnology, for example, producing mixtures of MAAs with enhanced optical or antioxidant properties.


Assuntos
Aminoácidos , Cianobactérias , Aminoácidos/química , Glicina/metabolismo , Cianobactérias/metabolismo , Alanina/metabolismo , Aminas/metabolismo , Ligases/metabolismo , Raios Ultravioleta
3.
Microb Pathog ; 179: 106116, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37068618

RESUMO

The present study describes a new species of Henneguya infecting the ornamental fish Caquetaia spectabilis from the Brazilian Amazon. Fish specimens were collected where the Tapajós and Amazon rivers merge, municipality of Santarém in the State of Pará, Brazil. Infections were intense, with several plasmodia spread on the opercula, fins and eye. Phylogenetic characterization and host-parasite relationship studies of the new Henneguya species used a combination of small subunit ribosomal DNA (ssrDNA) and morphological (photonic and transmission electron microscopy) analyses. Plasmodia were white round to ellipsoidal measuring up to 1.8 mm. The myxospores body measured 20.5 ± 3.9 (15-27) in length, 7.9 µm (6.2-10.8) in width, 6.7 µm (6.0-7.6) in thickness, 20.5 µm (14.4-32.3) in caudal appendages length, and 40.6 µm (34.2-54.6) in total length. The two polar capsules were elongated and equal in size, measuring 4.3 µm (3.3-5.4) in length and 2.1 µm (1.3-2.8) in width. Histological analysis revealed the parasite development in connective tissues of the fins, eyes and opercula. The skin of the fins and opercula presented detachment of the epidermis, however, no inflamatory infiltrate was observed. In the eye were observed inflammatory infiltratate in the epithelium and stroma of the cornea. Ultrastructure analysis showed the connective tissue capsule composed by an inner cellular layer with fibroblasts and outer layer where collagen fibers arranged transversely yet interspersed by layers of fibers arranged longitudinally. Numerous invaginations and extensive pinocytotic channels were observed in the plasmodial membrane. A layer of microfilament-like microfilament-like material was observed in the ectoplasm area and along to the internal surface of the plasmodial membrane. Generative cells and early stages of sporogenesis were seen more internally. The ssrDNA based phylogeny showed the South American species grouped in two lineages and the new species arises in a well-sustained subclade as sister branch of the clade composed by Henneguya spp. parasites of cichlids fish.


Assuntos
Ciclídeos , Doenças dos Peixes , Myxozoa , Doenças Parasitárias em Animais , Animais , Filogenia , Interações Hospedeiro-Parasita , Doenças dos Peixes/parasitologia , Brânquias/parasitologia , Brasil , Doenças Parasitárias em Animais/parasitologia
4.
J Ind Microbiol Biotechnol ; 50(1)2023 Feb 17.
Artigo em Inglês | MEDLINE | ID: mdl-37849239

RESUMO

Coupling transcription of a cloned gene to the lac operon with induction by isopropylthio-ß-galactoside (IPTG) has been a favoured approach for recombinant protein expression using Escherichia coli as a heterologous host for more than six decades. Despite a wealth of experimental data gleaned over this period, a quantitative relationship between extracellular IPTG concentration and consequent levels of recombinant protein expression remains surprisingly elusive across a broad spectrum of experimental conditions. This is because gene expression under lac operon regulation is tightly correlated with intracellular IPTG concentration due to allosteric regulation of the lac repressor protein (lacY). An in-silico mathematical model established that uptake of IPTG across the cytoplasmic membrane of E. coli by simple diffusion was negligible. Conversely, lacY mediated active transport was a rapid process, taking only some seconds for internal and external IPTG concentrations to equalize. Optimizing kcat and KM parameters by targeted mutation of the galactoside binding site in lacY could be a future strategy to improve the performance of recombinant protein expression. For example, if kcat were reduced whilst KM was increased, active transport of IPTG across the cytoplasmic membrane would be reduced, thereby lessening the metabolic burden on the cell and expediating accumulation of recombinant protein. The computational model described herein is made freely available and is amenable to optimize recombinant protein expression in other heterologous hosts. ONE-SENTENCE SUMMARY: A computational model made freely available to optimize recombinant protein expression in Escherichia coli other heterologous hosts.


Assuntos
Escherichia coli , Galactosídeos , Escherichia coli/genética , Escherichia coli/metabolismo , Isopropiltiogalactosídeo/metabolismo , Isopropiltiogalactosídeo/farmacologia , Galactosídeos/metabolismo , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Membrana Celular/metabolismo
5.
Molecules ; 28(3)2023 Feb 02.
Artigo em Inglês | MEDLINE | ID: mdl-36771087

RESUMO

Cyanobacteria are oxygenic phototrophic prokaryotes that have evolved to produce ultraviolet-screening mycosporine-like amino acids (MAAs) to lessen harmful effects from obligatory exposure to solar UV radiation. The cyanobacterial MAA biosynthetic cluster is formed by a gene encoding 2-epi-5-epi-valiolone synthase (EVS) located immediately upstream from an O-methyltransferase (OMT) encoding gene, which together biosynthesize the expected MAA precursor 4-deoxygadusol. Accordingly, these genes are typically absent in non-producers. In this study, the relationship between gene cluster architecture and constitutive production of MAAs was evaluated in cyanobacteria isolated from various Brazilian biomes. Constitutive production of MAAs was only detected in strains where genes formed a co-linear cluster. Expectedly, this production was enhanced upon exposure of the strains to UV irradiance and by using distinct culture media. Constitutive production of MAAs was not detected in all other strains and, unexpectedly, production could not be induced by exposure to UV irradiation or changing growth media. Other photoprotection strategies which might be employed by these MAA non-producing strains are discussed. The evolutionary and ecological significance of gene order conservation warrants closer experimentation, which may provide a first insight into regulatory interactions of genes encoding enzymes for MAA biosynthesis.


Assuntos
Aminoácidos , Cianobactérias , Aminoácidos/química , Brasil , Cianobactérias/genética , Cianobactérias/metabolismo , Raios Ultravioleta , Família Multigênica
6.
Biotechnol Appl Biochem ; 69(2): 503-513, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33624365

RESUMO

Asparaginases (ASNases) are a large and structurally diverse group of enzymes ubiquitous amongst archaea, bacteria and eukaryotes, that catalyze hydrolysis of asparagine to aspartate and ammonia. Bacterial ASNases are important biopharmaceuticals for the treatment of acute lymphoblastic leukemia, although some patients experience adverse allergic side effects during treatment with these protein therapeutics. ASNases are currently divided into three families: plant-type ASNases, Rhizobium etli-type ASNases and bacterial-type ASNases. This system is outdated as both bacterial-type and plant-type families also include archaeal, bacterial and eukaryotic enzymes, each with their own distinct characteristics. Herein, phylogenetic studies allied to tertiary structural analyses are described with the aim of proposing a revised and more robust classification system that considers the biochemical diversity of ASNases. Accordingly, based on distinct peptide domains, phylogenetic data, structural analysis and functional characteristics, we recommend that ASNases now be divided into three new distinct classes containing subgroups according to structural and functional aspects. Using this new classification scheme, 25 ASNases were identified as candidates for future new lead discovery.


Assuntos
Asparaginase , Leucemia-Linfoma Linfoblástico de Células Precursoras , Asparaginase/química , Bactérias/metabolismo , Humanos , Hidrólise , Filogenia
7.
J Fish Dis ; 43(9): 979-989, 2020 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-32627208

RESUMO

Polypodium hydriforme is a parasitic cnidarian that develops within the eggs of acipenseriform fish in the Old and New Worlds. Currently regarded as monotypic, P. hydriforme has been studied largely in the context of caviar production in Russian sturgeon species. We report the first robust epidemiological study of P. hydriforme in North American acipenseriform fish. We sampled infection prevalences (in 2017 and 2018) and intensities (in 2017) during annual surveys of American Paddlefish, Polyodon spathula, caught during spawning migration in north-eastern Oklahoma. Egg masses were characterized for the presence and intensity of P. hydriforme infection. Prevalences were similar in 2017 and 2018 (49% and 45%, respectively). Generally, a small number of eggs were infected per egg mass, but a few were heavily infected. Longer, heavier and older fish are more likely to be infected and to harbour more severe infections. In addition, infection is linked to decreases in roe fat weight independently of fish length, weight, age or roe weight. Infection thus diminishes Paddlefish energy reserves (roe fat) which could in turn impact host fitness. Our results raise questions about the impacts of infection on caviar production and Paddlefish conservation and suggest insights on infection dynamics and parasite strategies.


Assuntos
Cnidários , Doenças dos Peixes/epidemiologia , Doenças dos Peixes/parasitologia , Animais , Pesqueiros , Peixes , Oklahoma/epidemiologia , Óvulo/parasitologia
8.
Appl Microbiol Biotechnol ; 103(13): 5161-5166, 2019 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-31104099

RESUMO

L-asparaginase is an enzyme produced by microorganisms, plants, and animals, which is used clinically for the treatment for acute lymphoblastic leukemia (ALL) and, in the food industry, to control acrylamide formation in baked foods. The purpose of this review was to evaluate the available literature regarding microbial sources of L-asparaginase, culture media used to achieve maximum enzyme expression in microbial fermentations, and assay methods employed to assess L-asparaginase activity. Studies were gathered by searching PubMed, and Web of Science databases before January 22, 2018, with no time restrictions. The articles were evaluated according to the source of L-asparaginase being studied, the nitrogen source in the culture medium, the type of sample, and the method employed to evaluate L-asparaginase activity. Bacterial L-asparaginase appeared to be the most commonly studied source of the enzyme and, most often, the enzyme activity was assayed from crude protein extracts using the Nessler method, which is an indirect measurement of asparaginase activity that determines the concentration of ammonia generated after the action of the enzyme on the substrate, L-asparagine. However, ammonia is also generated throughout microbial fermentations and this endogenous ammonia will also reduce the Nessler reagent if crude microbial extracts are used to determine total L-asparaginase activity. We suggest that current estimates of L-asparaginase activity reported in the literature may be overestimated when Nessler reagent is used, since we were unable to find a single study that made reference to the possible inference of fermentation derived ammonia.


Assuntos
Asparaginase/metabolismo , Bactérias/enzimologia , Bioensaio/normas , Amônia/metabolismo , Asparagina/metabolismo , Bioensaio/métodos , Meios de Cultura , Fermentação
9.
Int Braz J Urol ; 45(3): 435-448, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31038864

RESUMO

OBJECTIVES: Prostate cancer is the most common and fatal cancer amongst Brazilian males. The quality of prostate cancer care in Brazil was systematically reviewed and compared to United Kingdom (UK) National Institute for Health and Care Excellence (NICE) guidelines, which are considered an international benchmark in care, to determine any treatment gaps in Brazilian practice. MATERIALS AND METHODS: A systematic review of Brazilian and UK literature was undertaken. Additionally, quality of life scores was measured using a FACT-P questionnaire of 36 prostate cancer patients attending the Farmácia Universitária da Universidade de São Paulo (FARMUSP). These scores were compared against NICE care measures for patient safety, clinical effi cacy and quality of life indicators determined by either quantitative or qualitative methods. Key fi ndings: The quality of prostate cancer care in Brazil was considered good when compared to NICE guidelines. However, FACT-P data strongly indicated a poor understanding of treatment received by Brazilian patients and that their mental health needs were not being met. CONCLUSIONS: NICE quality statements that address the holistic needs of patients should be implemented into Brazilian outpatient care plans. Addressing the non-medical concerns of patients may improve quality of life and can be easily rolled-out through existing Brazilian pharmacy services at no fi nancial cost to the Brazilian Unifi ed Health System (SUS).


Assuntos
Assistência Ambulatorial/normas , Assistência Farmacêutica/normas , Neoplasias da Próstata/tratamento farmacológico , Garantia da Qualidade dos Cuidados de Saúde/métodos , Qualidade de Vida , Brasil , Lista de Checagem/normas , Humanos , Masculino , Padrões de Referência , Inquéritos e Questionários/normas , Reino Unido
10.
Food Technol Biotechnol ; 56(2): 270-277, 2018 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-30228802

RESUMO

Three metagenomic libraries were constructed using surface sediment samples from the northern Adriatic Sea. Two of the samples were taken from a highly polluted and an unpolluted site respectively. The third sample from a polluted site had been enriched using crude oil. The results of the metagenome analyses were incorporated in the REDPET relational database (http://redpet.bioinfo.pbf.hr/REDPET), which was generated using the previously developed MEGGASENSE platform. The database includes taxonomic data to allow the assessment of the biodiversity of metagenomic libraries and a general functional analysis of genes using hidden Markov model (HMM) profiles based on the KEGG database. A set of 22 specialised HMM profiles was developed to detect putative genes for hydrocarbon-degrading enzymes. Use of these profiles showed that the metagenomic library generated after selection on crude oil had enriched genes for aerobic n-alkane degradation. The use of this system for bioprospecting was exemplified using potential alkB and almA genes from this library.

11.
Mol Cell Proteomics ; 14(3): 585-95, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25561505

RESUMO

Shipboard experiments were each performed over a 2 day period to examine the proteomic response of the symbiotic coral Acropora microphthalma exposed to acute conditions of high temperature/low light or high light/low temperature stress. During these treatments, corals had noticeably bleached. The photosynthetic performance of residual algal endosymbionts was severely impaired but showed signs of recovery in both treatments by the end of the second day. Changes in the coral proteome were determined daily and, using recently available annotated genome sequences, the individual contributions of the coral host and algal endosymbionts could be extracted from these data. Quantitative changes in proteins relevant to redox state and calcium metabolism are presented. Notably, expression of common antioxidant proteins was not detected from the coral host but present in the algal endosymbiont proteome. Possible roles for elevated carbonic anhydrase in the coral host are considered: to restore intracellular pH diminished by loss of photosynthetic activity, to indirectly limit intracellular calcium influx linked with enhanced calmodulin expression to impede late-stage symbiont exocytosis, or to enhance inorganic carbon transport to improve the photosynthetic performance of algal symbionts that remain in hospite. Protein effectors of calcium-dependent exocytosis were present in both symbiotic partners. No caspase-family proteins associated with host cell apoptosis, with exception of the autophagy chaperone HSP70, were detected, suggesting that algal loss and photosynthetic dysfunction under these experimental conditions were not due to host-mediated phytosymbiont destruction. Instead, bleaching occurred by symbiont exocytosis and loss of light-harvesting pigments of algae that remain in hospite. These proteomic data are, therefore, consistent with our premise that coral endosymbionts can mediate their own retention or departure from the coral host, which may manifest as "symbiont shuffling" of Symbiodinium clades in response to environmental stress.


Assuntos
Antozoários/fisiologia , Sinalização do Cálcio , Cianobactérias/fisiologia , Oxirredução , Proteômica/métodos , Estresse Fisiológico , Proteínas de Algas/análise , Animais , Antozoários/efeitos da radiação , Regulação da Expressão Gênica , Fotossíntese , Preparações Clareadoras de Pele , Luz Solar , Simbiose , Temperatura
12.
Food Technol Biotechnol ; 55(2): 251-257, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-28867956

RESUMO

The MEGGASENSE platform constructs relational databases of DNA or protein sequences. The default functional analysis uses 14 106 hidden Markov model (HMM) profiles based on sequences in the KEGG database. The Solr search engine allows sophisticated queries and a BLAST search function is also incorporated. These standard capabilities were used to generate the SCATT database from the predicted proteome of Streptomyces cattleya. The implementation of a specialised metagenome database (AMYLOMICS) for bioprospecting of carbohydrate-modifying enzymes is described. In addition to standard assembly of reads, a novel 'functional' assembly was developed, in which screening of reads with the HMM profiles occurs before the assembly. The AMYLOMICS database incorporates additional HMM profiles for carbohydrate-modifying enzymes and it is illustrated how the combination of HMM and BLAST analyses helps identify interesting genes. A variety of different proteome and metagenome databases have been generated by MEGGASENSE.

13.
BMC Genomics ; 16: 774, 2015 Oct 13.
Artigo em Inglês | MEDLINE | ID: mdl-26464356

RESUMO

BACKGROUND: Gene duplication followed by adaptive selection is a well-accepted process leading to toxin diversification in venoms. However, emergent genomic, transcriptomic and proteomic evidence now challenges this role to be at best equivocal to other processess . Cnidaria are arguably the most ancient phylum of the extant metazoa that are venomous and such provide a definitive ancestral anchor to examine the evolution of this trait. METHODS: Here we compare predicted toxins from the translated genome of the coral Acropora digitifera to putative toxins revealed by proteomic analysis of soluble proteins discharged from nematocysts, to determine the extent to which gene duplications contribute to venom innovation in this reef-building coral species. A new bioinformatics tool called HHCompare was developed to detect potential gene duplications in the genomic data, which is made freely available ( https://github.com/rgacesa/HHCompare ). RESULTS: A total of 55 potential toxin encoding genes could be predicted from the A. digitifera genome, of which 36 (65 %) had likely arisen by gene duplication as evinced using the HHCompare tool and verified using two standard phylogeny methods. Surprisingly, only 22 % (12/55) of the potential toxin repertoire could be detected following rigorous proteomic analysis, for which only half (6/12) of the toxin proteome could be accounted for as peptides encoded by the gene duplicates. Biological activities of these toxins are dominatedby putative phospholipases and toxic peptidases. CONCLUSIONS: Gene expansions in A. digitifera venom are the most extensive yet described in any venomous animal, and gene duplication plays a significant role leading to toxin diversification in this coral species. Since such low numbers of toxins were detected in the proteome, it is unlikely that the venom is evolving rapidly by prey-driven positive natural selection. Rather we contend that the venom has a defensive role deterring predation or harm from interspecific competition and overgrowth by fouling organisms. Factors influencing translation of toxin encoding genes perhaps warrants more profound experimental consideration.


Assuntos
Antozoários/genética , Evolução Molecular , Duplicação Gênica , Proteoma/genética , Sequência de Aminoácidos , Animais , Antozoários/patogenicidade , Venenos de Cnidários/genética , Venenos de Cnidários/toxicidade , Genoma , Nematocisto/metabolismo , Filogenia , Proteoma/toxicidade , Seleção Genética
14.
Chembiochem ; 16(2): 320-7, 2015 Jan 19.
Artigo em Inglês | MEDLINE | ID: mdl-25487723

RESUMO

The parent core structure of mycosporine-like amino acids (MAAs) is 4-deoxygadusol, which, in cyanobacteria, is derived from conversion of the pentose phosphate pathway intermediate sedoheptulose 7-phosphate by the enzymes 2-epi-5-epivaliolone synthase (EVS) and O-methyltransferase (OMT). Yet, deletion of the EVS gene from Anabaena variabilis ATCC 29413 was shown to have little effect on MAA production, thus suggesting that its biosynthesis is not exclusive to the pentose phosphate pathway. Herein, we report how, using pathway-specific inhibitors, we demonstrated unequivocally that MAA biosynthesis occurs also via the shikimate pathway. In addition, complete in-frame gene deletion of the OMT gene from A. variabilis ATCC 29413 reveals that, although biochemically distinct, the pentose phosphate and shikimate pathways are inextricably linked to MAA biosynthesis in this cyanobacterium. Furthermore, proteomic data reveal that the shikimate pathway is the predominate route for UV-induced MAA biosynthesis.


Assuntos
Aminoácidos/biossíntese , Anabaena variabilis/metabolismo , Metiltransferases/metabolismo , Via de Pentose Fosfato , Ácido Chiquímico/metabolismo , Anabaena variabilis/genética , Anabaena variabilis/efeitos da radiação , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Deleção de Genes , Glicina/análogos & derivados , Glicina/farmacologia , Redes e Vias Metabólicas/efeitos dos fármacos , Metiltransferases/genética , Fósforo-Oxigênio Liases/genética , Fósforo-Oxigênio Liases/metabolismo , Proteômica/métodos , Raios Ultravioleta , Glifosato
15.
Mol Cell Proteomics ; 11(6): M111.015487, 2012 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-22351649

RESUMO

This study examines the response of Symbiodinium sp. endosymbionts from the coral Stylophora pistillata to moderate levels of thermal "bleaching" stress, with and without trace metal limitation. Using quantitative high throughput proteomics, we identified 8098 MS/MS events relating to individual peptides from the endosymbiont-enriched fraction, including 109 peptides meeting stringent criteria for quantification, of which only 26 showed significant change in our experimental treatments; 12 of 26 increased expression in response to thermal stress with little difference affected by iron limitation. Surprisingly, there were no significant increases in antioxidant or heat stress proteins; those induced to higher expression were generally involved in protein biosynthesis. An outstanding exception was a massive 114-fold increase of a viral replication protein indicating that thermal stress may substantially increase viral load and thereby contribute to the etiology of coral bleaching and disease. In the absence of a sequenced genome for Symbiodinium or other photosymbiotic dinoflagellate, this proteome reveals a plethora of proteins potentially involved in microbial-host interactions. This includes photosystem proteins, DNA repair enzymes, antioxidant enzymes, metabolic redox enzymes, heat shock proteins, globin hemoproteins, proteins of nitrogen metabolism, and a wide range of viral proteins associated with these endosymbiont-enriched samples. Also present were 21 unusual peptide/protein toxins thought to originate from either microbial consorts or from contamination by coral nematocysts. Of particular interest are the proteins of apoptosis, vesicular transport, and endo/exocytosis, which are discussed in context of the cellular processes of coral bleaching. Notably, the protein complement provides evidence that, rather than being expelled by the host, stressed endosymbionts may mediate their own departure.


Assuntos
Antozoários/metabolismo , Dinoflagellida/metabolismo , Proteoma/metabolismo , Proteínas de Protozoários/metabolismo , Simbiose , Animais , Antozoários/microbiologia , Antozoários/fisiologia , Dinoflagellida/fisiologia , Resposta ao Choque Térmico , Ferro/metabolismo , Manganês/metabolismo , Oligoelementos/metabolismo
16.
J Ind Microbiol Biotechnol ; 41(2): 461-7, 2014 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24104398

RESUMO

Successful genome mining is dependent on accurate prediction of protein function from sequence. This often involves dividing protein families into functional subtypes (e.g., with different substrates). In many cases, there are only a small number of known functional subtypes, but in the case of the adenylation domains of nonribosomal peptide synthetases (NRPS), there are >500 known substrates. Latent semantic indexing (LSI) was originally developed for text processing but has also been used to assign proteins to families. Proteins are treated as ''documents'' and it is necessary to encode properties of the amino acid sequence as ''terms'' in order to construct a term-document matrix, which counts the terms in each document. This matrix is then processed to produce a document-concept matrix, where each protein is represented as a row vector. A standard measure of the closeness of vectors to each other (cosines of the angle between them) provides a measure of protein similarity. Previous work encoded proteins as oligopeptide terms, i.e. counted oligopeptides, but used no information regarding location of oligopeptides in the proteins. A novel tokenization method was developed to analyze information from multiple alignments. LSI successfully distinguished between two functional subtypes in five well-characterized families. Visualization of different ''concept'' dimensions allows exploration of the structure of protein families. LSI was also used to predict the amino acid substrate of adenylation domains of NRPS. Better results were obtained when selected residues from multiple alignments were used rather than the total sequence of the adenylation domains. Using ten residues from the substrate binding pocket performed better than using 34 residues within 8 Å of the active site. Prediction efficiency was somewhat better than that of the best published method using a support vector machine.


Assuntos
Peptídeo Sintases/química , Peptídeo Sintases/metabolismo , Análise de Sequência de Proteína/métodos , Aminoácidos/química , Domínio Catalítico , Peptídeo Sintases/classificação , Alinhamento de Sequência , Especificidade por Substrato
17.
J Ind Microbiol Biotechnol ; 41(2): 211-7, 2014 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24061567

RESUMO

Actinomycetes are a very important source of natural products for the pharmaceutical industry and other applications. Most of the strains belong to Streptomyces or related genera, partly because they are particularly amenable to growth in the laboratory and industrial fermenters. It is unlikely that chemical synthesis can fulfil the needs of the pharmaceutical industry for novel compounds so there is a continuing need to find novel natural products. An evolutionary perspective can help this process in several ways. Genome mining attempts to identify secondary metabolite biosynthetic clusters in DNA sequences, which are likely to produce interesting chemical entities. There are often technical problems in assembling the DNA sequences of large modular clusters in genome and metagenome projects, which can be overcome partially using information about the evolution of the domain sequences. Understanding the evolutionary mechanisms of modular clusters should allow simulation of evolutionary pathways in the laboratory to generate novel compounds.


Assuntos
Actinobacteria/genética , Produtos Biológicos/metabolismo , Evolução Molecular , Actinobacteria/metabolismo , Metabolismo Secundário/genética , Análise de Sequência de DNA , Streptomyces/genética , Streptomyces/metabolismo
18.
BMC Genomics ; 14: 509, 2013 Jul 26.
Artigo em Inglês | MEDLINE | ID: mdl-23889801

RESUMO

BACKGROUND: Contemporary coral reef research has firmly established that a genomic approach is urgently needed to better understand the effects of anthropogenic environmental stress and global climate change on coral holobiont interactions. Here we present KEGG orthology-based annotation of the complete genome sequence of the scleractinian coral Acropora digitifera and provide the first comprehensive view of the genome of a reef-building coral by applying advanced bioinformatics. DESCRIPTION: Sequences from the KEGG database of protein function were used to construct hidden Markov models. These models were used to search the predicted proteome of A. digitifera to establish complete genomic annotation. The annotated dataset is published in ZoophyteBase, an open access format with different options for searching the data. A particularly useful feature is the ability to use a Google-like search engine that links query words to protein attributes. We present features of the annotation that underpin the molecular structure of key processes of coral physiology that include (1) regulatory proteins of symbiosis, (2) planula and early developmental proteins, (3) neural messengers, receptors and sensory proteins, (4) calcification and Ca2+-signalling proteins, (5) plant-derived proteins, (6) proteins of nitrogen metabolism, (7) DNA repair proteins, (8) stress response proteins, (9) antioxidant and redox-protective proteins, (10) proteins of cellular apoptosis, (11) microbial symbioses and pathogenicity proteins, (12) proteins of viral pathogenicity, (13) toxins and venom, (14) proteins of the chemical defensome and (15) coral epigenetics. CONCLUSIONS: We advocate that providing annotation in an open-access searchable database available to the public domain will give an unprecedented foundation to interrogate the fundamental molecular structure and interactions of coral symbiosis and allow critical questions to be addressed at the genomic level based on combined aspects of evolutionary, developmental, metabolic, and environmental perspectives.


Assuntos
Acesso à Informação , Antozoários/genética , Mineração de Dados , Bases de Dados Genéticas , Anotação de Sequência Molecular/métodos , Proteômica/métodos , Homologia de Sequência do Ácido Nucleico , Animais , Conservação dos Recursos Naturais , Recifes de Corais , Internet
19.
Chembiochem ; 14(12): 1407-9, 2013 Aug 19.
Artigo em Inglês | MEDLINE | ID: mdl-23821453

RESUMO

An ocean of data: Huge numbers of protein toxins are found in animal venoms. This diversity is widely believed to have arisen by gene duplication events. However, recent data now challenges this tradition view. Here we highlight how jellyfish could hold the key to unravelling toxin diversification, with a view towards future combinatorial biosynthesis of toxin libraries.


Assuntos
Venenos de Cnidários/química , Evolução Molecular , Peptídeos/química , Cifozoários/química , Animais , Técnicas de Química Sintética , Venenos de Cnidários/genética , Duplicação Gênica , Peptídeos/genética , Cifozoários/classificação
20.
Photosynth Res ; 116(1): 33-43, 2013 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-23857509

RESUMO

The cyclase 2-epi-5-epi-valiolone synthase (EVS) is reported to be a key enzyme for biosynthesis of the mycosporine-like amino acid shinorine in the cyanobacterium Anabaena variabilis ATCC 29413. Subsequently, we demonstrated that an in-frame complete deletion of the EVS gene had little effect on in vivo production of shinorine. Complete segregation of the EVS gene deletion mutant proved difficult and was achieved only when the mutant was grown in the dark and in a medium supplemented with fructose. The segregated mutant showed a striking colour change from native blue-green to pale yellow-green, corresponding to substantial loss of the photosynthetic pigment phycocyanin, as evinced by combinations of absorbance and emission spectra. Transcriptional analysis of the mutant grown in the presence of fructose under dark or light conditions revealed downregulation of the cpcA gene that encodes the alpha subunit of phycocyanin, whereas the gene encoding nblA, a protease chaperone essential for phycobilisome degradation, was not expressed. We propose that the substrate of EVS (sedoheptulose 7-phosphate) or possibly lack of its EVS-downstream products, represses transcription of cpcA to exert a hitherto unknown control over photosynthesis in this cyanobacterium. The significance of this finding is enhanced by phylogenetic analyses revealing horizontal gene transfer of the EVS gene of cyanobacteria to fungi and dinoflagellates. It is also conceivable that the EVS gene has been transferred from dinoflagellates, as evident in the host genome of symbiotic corals. A role of EVS in regulating sedoheptulose 7-phosphate concentrations in the photophysiology of coral symbiosis is yet to be determined.


Assuntos
Anabaena variabilis/enzimologia , Anabaena variabilis/crescimento & desenvolvimento , Carbono/farmacologia , Inositol/análogos & derivados , Liases/metabolismo , Ficobilissomas/metabolismo , Absorção , Anabaena variabilis/efeitos dos fármacos , Anabaena variabilis/genética , Cromatografia Líquida , Inositol/metabolismo , Espectrometria de Massas , Mutação/genética , Filogenia , Reação em Cadeia da Polimerase em Tempo Real , Espectrometria de Fluorescência , Fosfatos Açúcares/análise , Fosfatos Açúcares/química , Transcrição Gênica/efeitos dos fármacos
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