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1.
Sci Rep ; 14(1): 11608, 2024 05 21.
Artigo em Inglês | MEDLINE | ID: mdl-38773163

RESUMO

Polycyclic aromatic hydrocarbons (PAHs) are highly toxic, carcinogenic substances. On soils contaminated with PAHs, crop cultivation, animal husbandry and even the survival of microflora in the soil are greatly perturbed, depending on the degree of contamination. Most microorganisms cannot tolerate PAH-contaminated soils, however, some microbial strains can adapt to these harsh conditions and survive on contaminated soils. Analysis of the metagenomes of contaminated environmental samples may lead to discovery of PAH-degrading enzymes suitable for green biotechnology methodologies ranging from biocatalysis to pollution control. In the present study, our goal was to apply a metagenomic data search to identify efficient novel enzymes in remediation of PAH-contaminated soils. The metagenomic hits were further analyzed using a set of bioinformatics tools to select protein sequences predicted to encode well-folded soluble enzymes. Three novel enzymes (two dioxygenases and one peroxidase) were cloned and used in soil remediation microcosms experiments. The experimental design of the present study aimed at evaluating the effectiveness of the novel enzymes on short-term PAH degradation in the soil microcosmos model. The novel enzymes were found to be efficient for degradation of naphthalene and phenanthrene. Adding the inorganic oxidant CaO2 further increased the degrading potential of the novel enzymes for anthracene and pyrene. We conclude that metagenome mining paired with bioinformatic predictions, structural modelling and functional assays constitutes a powerful approach towards novel enzymes for soil remediation.


Assuntos
Biodegradação Ambiental , Metagenômica , Hidrocarbonetos Policíclicos Aromáticos , Microbiologia do Solo , Poluentes do Solo , Metagenômica/métodos , Hidrocarbonetos Policíclicos Aromáticos/metabolismo , Poluentes do Solo/metabolismo , Solo/química , Dioxigenases/metabolismo , Dioxigenases/genética , Dioxigenases/química , Fenantrenos/metabolismo , Naftalenos/metabolismo , Metagenoma
2.
Sci Data ; 11(1): 274, 2024 Mar 06.
Artigo em Inglês | MEDLINE | ID: mdl-38448454

RESUMO

Forest biomass is an essential resource in relation to the green transition and its assessment is key for the sustainable management of forest resources. Here, we present a forest biomass dataset for Europe based on the best available inventory and satellite data, with a higher level of harmonisation and spatial resolution than other existing data. This database provides statistics and maps of the forest area, biomass stock and their share available for wood supply in the year 2020, and statistics on gross and net volume increment in 2010-2020, for 38 European countries. The statistics of most countries are available at a sub-national scale and are derived from National Forest Inventory data, harmonised using common reference definitions and estimation methodology, and updated to a common year using a modelling approach. For those counties without harmonised statistics, data were derived from the State of Europe's Forest 2020 Report at the national scale. The maps are coherent with the statistics and depict the spatial distribution of the forest variables at 100 m resolution.


Assuntos
Florestas , Madeira , Biomassa , Bases de Dados Factuais , Europa (Continente)
3.
Sci Rep ; 14(1): 3116, 2024 02 07.
Artigo em Inglês | MEDLINE | ID: mdl-38326342

RESUMO

The congruency sequence effect (CSE) is one of the most investigated effects in the cognitive control literature. The conflict monitoring theory suggests that the CSE is the result of adjustments in cognitive control based on perceived conflict. A recent paper by Zhang and colleagues, has investigated whether the manipulation of conflict level by changing distractor incompatibility in a flanker task affects the amount of adjustments in cognitive control. Their study produced mixed findings, somewhat supporting the original conflict monitoring theory, but also suggesting other explanations, such as the repetition expectancy account. We replicated the experimental design in a multisite online study (N = 347), with Hungarian, Italian, and Singaporean participants. Our results supported the prediction that changes in the level of conflict trigger conflict adaptation, revealing that increasing conflict levels induced stronger adaptive control. Bayesian hypothesis testing indicated a monotonic reduction in congruency effects as a function of previous conflict strength. This finding is in line with the extension of the traditional conflict monitoring theory, as well as other theories like affective signaling and expected value of control, implying that the relationship between conflict and interference effects is gradual, rather than a binary function.


Assuntos
Conflito Psicológico , Projetos de Pesquisa , Humanos , Tempo de Reação , Teorema de Bayes , Cognição
4.
J Am Soc Mass Spectrom ; 35(2): 333-343, 2024 Feb 07.
Artigo em Inglês | MEDLINE | ID: mdl-38286027

RESUMO

High confidence and reproducibility are still challenges in bottom-up mass spectrometric N-glycopeptide identification. The collision energy used in the MS/MS measurements and the database search engine used to identify the species are perhaps the two most decisive factors. We investigated how the structural features of N-glycopeptides and the choice of the search engine influence the optimal collision energy, delivering the highest identification confidence. We carried out LC-MS/MS measurements using a series of collision energies on a large set of N-glycopeptides with both the glycan and peptide part varied and studied the behavior of Byonic, pGlyco, and GlycoQuest scores. We found that search engines show a range of behavior between peptide-centric and glycan-centric, which manifests itself already in the dependence of optimal collision energy on m/z. Using classical statistical and machine learning methods, we revealed that peptide hydrophobicity, glycan and peptide masses, and the number of mobile protons also have significant and search-engine-dependent influence, as opposed to a series of other parameters we probed. We envisioned an MS/MS workflow making a smart collision energy choice based on online available features such as the hydrophobicity (described by retention time) and glycan mass (potentially available from a scout MS/MS). Our assessment suggests that this workflow can lead to a significant gain (up to 100%) in the identification confidence, particularly for low-scoring hits close to the filtering limit, which has the potential to enhance reproducibility of N-glycopeptide analyses. Data are available via MassIVE (MSV000093110).


Assuntos
Glicopeptídeos , Ferramenta de Busca , Glicopeptídeos/química , Espectrometria de Massas em Tandem/métodos , Cromatografia Líquida , Reprodutibilidade dos Testes , Peptídeos , Polissacarídeos/análise
5.
Orv Hetil ; 164(44): 1755-1763, 2023 Nov 05.
Artigo em Húngaro | MEDLINE | ID: mdl-37930404

RESUMO

INTRODUCTION: Skin cancers are the most common human neoplasms with head and neck localization in 90% of cases. Primary therapy is surgery, resulting in absolute skin defects in a number of cases. The reconstruction of these is performed with local skin flaps showing identical colour, texture and follicle density with the defect site. OBJECTIVE: In the present study, we report our preliminary experience with the head and neck application of double hatchet flap, a random pattern flap. METHOD: In our study, results of patients undergoing double hatchet flap reconstruction in the period between November 2021 and June 2023 were analyzed prospectively in terms of tumor site, defect size, method of anesthesia, and early and late complication rates. Patients followed up to a minimum of 6 months were asked to fill in a questionnaire concerning their postoperative status. RESULTS: A total of 13 patients with a mean age of 79.6 years underwent double hatchet flap reconstruction. The most frequent defect site was the scalp and the mean defect size was 40.5 × 32.1 mm. Histopathological examination showed R0 resection of the tumor in each case. The closure of the skin defect was insufficient in 1 case. Partial flap necrosis and mimical paralysis were observed as early and late complications in 2 cases, respectively. The most bothersome sequel reported by patients was scarring. DISCUSSION: For selection of a local flap, the following factors need to be considered: localization and size of the defect, skin elasticity, amount of adjacent skin to mobilize, direction of relaxed skin tension lines and wrinkles, and aesthetic units. If the principles of the hatchet flap design (the ratio of flap length and width and pedicle width to the defect size) are adhered, the resulting technique is reliable with an acceptable complication rate. CONCLUSION: The double hatchet flap as a random pattern flap is a fast, reliable technique especially for the closure of 2-5 cm skin defects of the scalp and forehead. Orv Hetil. 2023; 164(44): 1755-1763.


Assuntos
Anestesia , Anestesiologia , Neoplasias Cutâneas , Humanos , Idoso , Pele , Neoplasias Cutâneas/cirurgia , Cabeça
6.
J Mass Spectrom ; 58(9): e4957, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37415399

RESUMO

Ion mobility spectrometry (IMS) is a widespread separation technique used in various research fields. It can be coupled to liquid chromatography-mass spectrometry (LC-MS/MS) methods providing an additional separation dimension. During IMS, ions are subjected to multiple collisions with buffer gas, which may cause significant ion heating. The present project addresses this phenomenon from the bottom-up proteomics point of view. We performed LC-MS/MS measurements on a cyclic ion mobility mass spectrometer with varied collision energy (CE) settings both with and without IMS. We investigated the CE dependence of identification score, using Byonic search engine, for more than 1000 tryptic peptides from HeLa digest standard. We determined the optimal CE values-giving the highest identification score-for both setups (i.e., with and without IMS). Results show that lower CE is advantageous when IMS separation is applied, by 6.3 V on average. This value belongs to the one-cycle separation configuration, and multiple cycles may supposedly have even larger impact. The effect of IMS is also reflected in the trends of optimal CE values versus m/z functions. The parameters suggested by the manufacturer were found to be almost optimal for the setup without IMS; on the other hand, they are obviously too high with IMS. Practical consideration on setting up a mass spectrometric platform hyphenated to IMS is also presented. Furthermore, the two CID (collision induced dissociation) fragmentation cells of the instrument-located before and after the IMS cell-were also compared, and we found that CE adjustment is needed when the trap cell is used for activation instead of the transfer cell. Data have been deposited in the MassIVE repository (MSV000090944).


Assuntos
Proteômica , Espectrometria de Massas em Tandem , Cromatografia Líquida/métodos , Espectrometria de Massas em Tandem/métodos , Proteômica/métodos , Peptídeos , Íons/química
7.
J Proteome Res ; 21(11): 2743-2753, 2022 11 04.
Artigo em Inglês | MEDLINE | ID: mdl-36201757

RESUMO

Identification and characterization of N-glycopeptides from complex samples are usually based on tandem mass spectrometric measurements. Experimental settings, especially the collision energy selection method, fundamentally influence the obtained fragmentation pattern and hence the confidence of the database search results ("score"). Using standards of naturally occurring glycoproteins, we mapped the Byonic and pGlyco search engine scores of almost 200 individual N-glycopeptides as a function of collision energy settings on a quadrupole time of flight instrument. The resulting unprecedented amount of peptide-level information on such a large and diverse set of N-glycopeptides revealed that the peptide sequence heavily influences the energy for the highest score on top of an expected general linear trend with m/z. Search engine dependence may also be noteworthy. Based on the trends, we designed an experimental method and tested it on HeLa, blood plasma, and monoclonal antibody samples. As compared to the literature, these notably lower collision energies in our workflow led to 10-50% more identified N-glycopeptides, with higher scores. We recommend a simple approach based on a small set of reference N-glycopeptides easily accessible from glycoprotein standards to ease the precise determination of optimal methods on other instruments. Data sets can be accessed via the MassIVE repository (MSV000089657 and MSV000090218).


Assuntos
Glicopeptídeos , Proteômica , Glicopeptídeos/análise , Proteômica/métodos , Glicosilação , Espectrometria de Massas em Tandem/métodos , Glicoproteínas/química , Peptídeos
8.
Environ Technol ; : 1-12, 2022 Sep 08.
Artigo em Inglês | MEDLINE | ID: mdl-35965485

RESUMO

Due to the cyclical nature and changing water levels in the sequencing batch reactor (SBR), oxygen diffusion and utilization can be difficult to control particularly in light of the need to conserve the limited quantity of carbon source required to optimize biological nutrient removal. During the fill period, oxygen penetration may be undesirable since heterotrophic and autotrophic organisms cause a reduction in the readily biodegradable carbon source (rbCOD). This carbon source is essential and often limited in the anaerobic and anoxic periods. As a consequence, unwanted oxygen penetration can hinder efficient biological phosphorus and nitrogen removal. The purpose of the present research was to verify the advantage of a floating seal on the continuously moving surface of an SBR reactor to minimize undesirable oxygen penetration. In the floating seal-covered SBR both nitrification and denitrification efficiency proved to be higher due to insulation, and even during wintertime biological phosphorus removal met target removals without chemical dosing. The SVI values in the two SBR trains proved to be close to each other, despite the high difference in chemical dosing. Having experienced the higher efficiency of the seal-covered train, microbiome compositions of the two differently operated systems were investigated to determine potential differences via 16S rRNA gene amplicon sequencing experiments. In the samples taken from the seal-covered system, higher ratios of fermentative bacteria and phosphate accumulating organisms (PAOs) as well as glycogen accumulating organisms (GAOs) could be observed as compared to the samples deriving from the uncovered system.

9.
Int J Mol Sci ; 23(2)2022 Jan 06.
Artigo em Inglês | MEDLINE | ID: mdl-35054819

RESUMO

The clonal composition of a malignant tumor strongly depends on cellular dynamics influenced by the asynchronized loss of DNA repair mechanisms. Here, our aim was to identify founder mutations leading to subsequent boosts in mutation load. The overall mutation burden in 591 colorectal cancer tumors was analyzed, including the mutation status of DNA-repair genes. The number of mutations was first determined across all patients and the proportion of genes having mutation in each percentile was ranked. Early mutations in DNA repair genes preceding a mutational expansion were designated as founder mutations. Survival analysis for gene expression was performed using microarray data with available relapse-free survival. Of the 180 genes involved in DNA repair, the top five founder mutations were in PRKDC (n = 31), ATM (n = 26), POLE (n = 18), SRCAP (n = 18), and BRCA2 (n = 15). PRKDC expression was 6.4-fold higher in tumors compared to normal samples, and higher expression led to longer relapse-free survival in 1211 patients (HR = 0.72, p = 4.4 × 10-3). In an experimental setting, the mutational load resulting from UV radiation combined with inhibition of PRKDC was analyzed. Upon treatments, the mutational load exposed a significant two-fold increase. Our results suggest PRKDC as a new key gene driving tumor heterogeneity.


Assuntos
Neoplasias Colorretais/genética , Proteína Quinase Ativada por DNA/genética , Efeito Fundador , Mutação/genética , Proteínas Mutadas de Ataxia Telangiectasia/antagonistas & inibidores , Proteínas Mutadas de Ataxia Telangiectasia/genética , Linhagem Celular Tumoral , Análise Mutacional de DNA , Reparo do DNA/genética , Regulação Neoplásica da Expressão Gênica , Humanos , Mutagênese/genética , Taxa de Mutação , Fenótipo , Análise de Sobrevida , Raios Ultravioleta
10.
Viruses ; 13(5)2021 05 10.
Artigo em Inglês | MEDLINE | ID: mdl-34068736

RESUMO

Deoxyuridine in DNA has recently been in the focus of research due to its intriguing roles in several physiological and pathophysiological situations. Although not an orthodox DNA base, uracil may appear in DNA via either cytosine deamination or thymine-replacing incorporations. Since these alterations may induce mutation or may perturb DNA-protein interactions, free living organisms from bacteria to human contain several pathways to counteract uracilation. These efficient and highly specific repair routes uracil-directed excision repair initiated by representative of uracil-DNA glycosylase families. Interestingly, some bacteriophages exist with thymine-lacking uracil-DNA genome. A detailed understanding of the strategy by which such phages can replicate in bacteria where an efficient repair pathway functions for uracil-excision from DNA is expected to reveal novel inhibitors that can also be used for biotechnological applications. Here, we also review the several potential biotechnological applications already implemented based on inhibitors of uracil-excision repair, such as Crispr-base-editing and detection of nascent uracil distribution pattern in complex genomes.


Assuntos
DNA Viral/química , DNA Viral/genética , Uracila , Vírus/genética , Bacteriófagos/efeitos dos fármacos , Bacteriófagos/genética , Bacteriófagos/metabolismo , Biotecnologia , DNA Viral/metabolismo , Desenvolvimento de Medicamentos , Humanos , Modelos Moleculares , Ácidos Nucleicos/química , Ácidos Nucleicos/metabolismo , Conformação Proteica , Relação Estrutura-Atividade , Uracila/química , Uracila-DNA Glicosidase/química , Uracila-DNA Glicosidase/metabolismo , Vírus/efeitos dos fármacos , Vírus/metabolismo
11.
J Proteome Res ; 20(1): 474-484, 2021 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-33284634

RESUMO

Bottom-up proteomics relies on identification of peptides from tandem mass spectra, usually via matching against sequence databases. Confidence in a peptide-spectrum match can be characterized by a score value given by the database search engines, and it depends on the information content and the quality of the spectrum. The latter are influenced by experimental parameters, of which the collision energy is the most important one in the case of collision-induced dissociation. We examined how the identification score of the Byonic and Andromeda (MaxQuant) engines varies with collision energy for more than a thousand individual peptides from a HeLa tryptic digest on a QTof instrument. We thereby extended our earlier study on Mascot scores and corroborated its findings on the potential bimodal nature of this energy dependence. Optimal energies as a function of m/z show comparable linear trends for the three engines. On the basis of peptide-level results, we designed methods with one or two liquid chromatography-tandem mass spectrometry (LC-MS/MS) runs and various collision energy settings and assessed their practical performance in peptide and protein identification from the HeLa standard sample. A 10-40% gain in various measures, such as the number of identified proteins or sequence coverage, was obtained over the factory default settings. Best performing methods differ for the three engines, suggesting that the experimental parameters should be fine-tuned to the choice of the engine. We also recommend a simple approach and provide reference data to ease the transfer of the optimized methods to other mass spectrometers relevant for proteomics. We demonstrate the utility of this approach on an Orbitrap instrument. Data sets can be accessed via the MassIVE repository (MSV000086379).


Assuntos
Proteômica , Ferramenta de Busca , Cromatografia Líquida , Bases de Dados de Proteínas , Software , Espectrometria de Massas em Tandem
12.
Appl Microbiol Biotechnol ; 102(17): 7643-7656, 2018 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-29959465

RESUMO

Accumulation of carbon dioxide (CO2), associated with global temperature rise, and drastically decreasing fossil fuels necessitate the development of improved renewable and sustainable energy production processes. A possible route for CO2 recycling is to employ autotrophic and hydrogenotrophic methanogens for CO2-based biological methane (CH4) production (CO2-BMP). In this study, the physiology and productivity of Methanobacterium thermaggregans was investigated in fed-batch cultivation mode. It is shown that M. thermaggregans can be reproducibly adapted to high agitation speeds for an improved CH4 productivity. Moreover, inoculum size, sulfide feeding, pH, and temperature were optimized. Optimization of growth and CH4 productivity revealed that M. thermaggregans is a slightly alkaliphilic and thermophilic methanogen. Hitherto, it was only possible to grow seven autotrophic, hydrogenotrophic methanogenic strains in fed-batch cultivation mode. Here, we show that after a series of optimization and growth improvement attempts another methanogen, M. thermaggregas could be adapted to be grown in fed-batch cultivation mode to cell densities of up to 1.56 g L-1. Moreover, the CH4 evolution rate (MER) of M. thermaggregans was compared to Methanothermobacter marburgensis, the CO2-BMP model organism. Under optimized cultivation conditions, a maximum MER of 96.1 ± 10.9 mmol L-1 h-1 was obtained with M. thermaggregans-97% of the maximum MER that was obtained utilizing M. marburgensis in a reference experiment. Therefore, M. thermaggregans can be regarded as a CH4 cell factory highly suited to be applicable for CO2-BMP.


Assuntos
Metano/biossíntese , Methanobacterium/fisiologia , Reatores Biológicos , Dióxido de Carbono/química
13.
Br J Cancer ; 117(1): 113-123, 2017 Jun 27.
Artigo em Inglês | MEDLINE | ID: mdl-28535155

RESUMO

BACKGROUND: Elevated APOBEC3B expression in tumours correlates with a kataegic pattern of localised hypermutation. We assessed the cellular phenotypes associated with high-level APOBEC3B expression and the influence of p53 status on these phenotypes using an isogenic system. METHODS: We used RNA interference of p53 in cells with inducible APOBEC3B and assessed DNA damage response (DDR) biomarkers. The mutational effects of APOBEC3B were assessed using whole-genome sequencing. In vitro small-molecule inhibitor sensitivity profiling was used to identify candidate therapeutic vulnerabilities. RESULTS: Although APOBEC3B expression increased the incorporation of genomic uracil, invoked DDR biomarkers and caused cell cycle arrest, inactivation of p53 circumvented APOBEC3B-induced cell cycle arrest without reversing the increase in genomic uracil or DDR biomarkers. The continued expression of APOBEC3B in p53-defective cells not only caused a kataegic mutational signature but also caused hypersensitivity to small-molecule DDR inhibitors (ATR, CHEK1, CHEK2, PARP, WEE1 inhibitors) as well as cisplatin/ATR inhibitor and ATR/PARP inhibitor combinations. CONCLUSIONS: Although loss of p53 might allow tumour cells to tolerate elevated APOBEC3B expression, continued expression of this enzyme might impart a number of therapeutic vulnerabilities upon tumour cells.


Assuntos
Pontos de Checagem do Ciclo Celular/genética , Citidina Desaminase/genética , Dano ao DNA/genética , Regulação Neoplásica da Expressão Gênica , Antígenos de Histocompatibilidade Menor/genética , Proteína Supressora de Tumor p53/genética , Proteínas Mutadas de Ataxia Telangiectasia/antagonistas & inibidores , Western Blotting , Sistemas CRISPR-Cas , Pontos de Checagem do Ciclo Celular/efeitos dos fármacos , Proteínas de Ciclo Celular/antagonistas & inibidores , Linhagem Celular , Quinase 1 do Ponto de Checagem/antagonistas & inibidores , Quinase do Ponto de Checagem 2/antagonistas & inibidores , Cisplatino/farmacologia , Citidina Desaminase/metabolismo , Dano ao DNA/efeitos dos fármacos , Pontos de Checagem da Fase G2 do Ciclo Celular , Técnicas de Inativação de Genes , Células HEK293 , Humanos , Antígenos de Histocompatibilidade Menor/metabolismo , Mutação , Proteínas Nucleares/antagonistas & inibidores , Inibidores de Poli(ADP-Ribose) Polimerases/farmacologia , Proteínas Tirosina Quinases/antagonistas & inibidores , Interferência de RNA , Uracila/metabolismo
14.
PLoS One ; 11(6): e0156238, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27273007

RESUMO

A novel uracil-DNA degrading protein factor (termed UDE) was identified in Drosophila melanogaster with no significant structural and functional homology to other uracil-DNA binding or processing factors. Determination of the 3D structure of UDE is excepted to provide key information on the description of the molecular mechanism of action of UDE catalysis, as well as in general uracil-recognition and nuclease action. Towards this long-term aim, the random library ESPRIT technology was applied to the novel protein UDE to overcome problems in identifying soluble expressing constructs given the absence of precise information on domain content and arrangement. Nine constructs of UDE were chosen to decipher structural and functional relationships. Vacuum ultraviolet circular dichroism (VUVCD) spectroscopy was performed to define the secondary structure content and location within UDE and its truncated variants. The quantitative analysis demonstrated exclusive α-helical content for the full-length protein, which is preserved in the truncated constructs. Arrangement of α-helical bundles within the truncated protein segments suggested new domain boundaries which differ from the conserved motifs determined by sequence-based alignment of UDE homologues. Here we demonstrate that the combination of ESPRIT and VUVCD spectroscopy provides a new structural description of UDE and confirms that the truncated constructs are useful for further detailed functional studies.


Assuntos
Proteínas de Ligação a DNA/química , Proteínas de Drosophila/química , Modelos Moleculares , Animais , Dicroísmo Circular/métodos , Drosophila melanogaster , Domínios Proteicos , Estrutura Secundária de Proteína
15.
Nucleic Acids Res ; 44(3): e28, 2016 Feb 18.
Artigo em Inglês | MEDLINE | ID: mdl-26429970

RESUMO

The role of uracil in genomic DNA has been recently re-evaluated. It is now widely accepted to be a physiologically important DNA element in diverse systems from specific phages to antibody maturation and Drosophila development. Further relevant investigations would largely benefit from a novel reliable and fast method to gain quantitative and qualitative information on uracil levels in DNA both in vitro and in situ, especially since current techniques does not allow in situ cellular detection. Here, starting from a catalytically inactive uracil-DNA glycosylase protein, we have designed several uracil sensor fusion proteins. The designed constructs can be applied as molecular recognition tools that can be detected with conventional antibodies in dot-blot applications and may also serve as in situ uracil-DNA sensors in cellular techniques. Our method is verified on numerous prokaryotic and eukaryotic cellular systems. The method is easy to use and can be applied in a high-throughput manner. It does not require expensive equipment or complex know-how, facilitating its easy implementation in any basic molecular biology laboratory. Elevated genomic uracil levels from cells of diverse genetic backgrounds and/or treated with different drugs can be demonstrated also in situ, within the cell.


Assuntos
DNA/química , Uracila/análise , Catálise , Linhagem Celular Tumoral , Humanos , Técnicas In Vitro
16.
PLoS One ; 9(7): e101605, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25054802

RESUMO

Next generation sequencing technologies led to the discovery of numerous new microbe species in diverse environmental samples. Some of the new species contain genes never encountered before. Some of these genes encode proteins with novel functions, and some of these genes encode proteins that perform some well-known function in a novel way. A tool, named the Metagenomic Telescope, is described here that applies artificial intelligence methods, and seems to be capable of identifying new protein functions even in the well-studied model organisms. As a proof-of-principle demonstration of the Metagenomic Telescope, we considered DNA repair enzymes in the present work. First we identified proteins in DNA repair in well-known organisms (i.e., proteins in base excision repair, nucleotide excision repair, mismatch repair and DNA break repair); next we applied multiple alignments and then built hidden Markov profiles for each protein separately, across well-researched organisms; next, using public depositories of metagenomes, originating from extreme environments, we identified DNA repair genes in the samples. While the phylogenetic classification of the metagenomic samples are not typically available, we hypothesized that some very special DNA repair strategies need to be applied in bacteria and Archaea living in those extreme circumstances. It is a difficult task to evaluate the results obtained from mostly unknown species; therefore we applied again the hidden Markov profiling: for the identified DNA repair genes in the extreme metagenomes, we prepared new hidden Markov profiles (for each genes separately, subsequent to a cluster analysis); and we searched for similarities to those profiles in model organisms. We have found well known DNA repair proteins, numerous proteins with unknown functions, and also proteins with known, but different functions in the model organisms.


Assuntos
Inteligência Artificial , Biologia Computacional/métodos , Metagenoma/genética , Metagenômica/métodos , Animais , Archaea/classificação , Archaea/genética , Archaea/metabolismo , Proteínas Arqueais/genética , Proteínas Arqueais/metabolismo , Bactérias/classificação , Bactérias/genética , Bactérias/metabolismo , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Análise por Conglomerados , Reparo do DNA/genética , Enzimas/genética , Enzimas/metabolismo , Humanos , Cadeias de Markov , Proteômica/métodos , Reprodutibilidade dos Testes
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