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1.
Pol J Radiol ; 88: e343-e348, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37576381

RESUMEN

Purpose: The purpose of this work was to establish a database of tissue sodium concentration (TSC) in the normal brain of healthy volunteers. Tissue sodium concentration can be used as a sensitive marker of tissue viability in stroke or radiation therapy monitoring. Material and methods: Thirty-seven volunteers were scanned with a 23Na protocol in the span of one year; within this group, 29 studies were of acceptable quality. The study was approved by the Local Bioethics Committee. Data were acquired during a single magnetic resonance (MR) scanner session. The single scanner session consisted of 23Na 3D radial gradient echo (GRE) acquisition, MPRage, SPACE-FLAIR, and Resolve-DTI. MPRage images were segmented to obtain masks of the grey matter (GM), white matter (WM), and cerebrospinal fluid (CSF), which were registered to the sodium image space for image analysis. Images were transformed into TSC maps - a signal calibration curve obtained from the reference phantom of known sodium concentration and known relaxation time. Results: The collected data were analysed in 2 different ways: volunteers were divided by sex and by age. No significant differences in TSC were found between sexes. In all comparisons there was a significant difference in TSC between younger and older volunteers. In healthy volunteers mean TSC were as follows: GM 33.21 ± 4.76 mmol/l, WM 28.41 ± 4.03 mmol/l and for CSF 41.3 ± 6.69 mmol/l. Conclusions: This preliminary work is a base for further work with sodium imaging in brain lesions. The entirety of the col-lected data will be useful in the future as a baseline brain TSC for comparison to values obtained from pathologies.

2.
Appl Environ Microbiol ; 88(8): e0020722, 2022 04 26.
Artículo en Inglés | MEDLINE | ID: mdl-35389251

RESUMEN

Partitioning systems ensure the stable inheritance of bacterial low-copy-number replicons, such as chromosomes, chromids, and megaplasmids. These loci consist of two genes encoding partition proteins A and B, and at least one parS centromere-like sequence. In chromids and megaplasmids, partitioning systems are often located in the vicinity of replication systems. An extreme example of this co-localization are alphaproteobacterial repABC replicons, where the partition (repAB) and replication (repC) genes form a single operon, with parS sequences usually positioned in close proximity to these genes. In this study, we characterized a more complex repABC system found in Paracoccus aminophilus (Rhodobacterales) megaplasmid pAMI4 (438 kb). Besides the repABC operon with a single parS site, this replicon has a 2-kb non-coding locus positioned 11.5 kb downstream of repC, which contains three additional parS repeats (3parS). We demonstrated that 3parS is bound by partition protein B in vitro and is essential for proper pAMI4 partitioning in vivo. In search of similar loci, we conducted a comparative analysis of parS distribution in other repABC replicons. This revealed different patterns of parS localization in Rhodobacterales and Rhizobiales. However, in both these taxonomic orders, parS sites are almost always located inside or close to the repABC operon. No other 3parS-like loci were found in the closest relatives of pAMI4. Another evolutionarily-independent example of such a locus was identified as a conserved feature in chromosome 2 of Allorhizobium vitis and related replicons. IMPORTANCE The repABC replication/partitioning loci are widespread in extrachromosomal replicons of Alphaproteobacteria. They are evolutionarily diverse, subject to multi-layer self-regulation, and are responsible for the maintenance of different types of replicons, such as plasmids (e.g., Agrobacterium pTi and pRi tumorigenic and rhizogenic plasmids), megaplasmids (e.g., Sinorhizobium pSymA and pSymB) and essential chromids (e.g., secondary chromosomes of Agrobacterium, Brucella and Rhodobacter). In this study, we functionally analyzed an atypical partition-related component of repABC systems, the 3parS locus, found in the P. aminophilus megaplasmid pAMI4. We also identified parS centromere-like site distribution patterns in different groups of repABC replicons and found other unrelated 3parS-like loci, which had been overlooked. Our findings raise questions concerning the biological reasons for differential parS distribution, which may reflect variations in repABC operon regulation as well as different replication and partition modes of replicons belonging to the repABC family.


Asunto(s)
Alphaproteobacteria , Alphaproteobacteria/genética , Alphaproteobacteria/metabolismo , Proteínas Bacterianas/genética , Proteínas Bacterianas/metabolismo , Centrómero/genética , Plásmidos/genética , Replicón
3.
Molecules ; 27(5)2022 Feb 27.
Artículo en Inglés | MEDLINE | ID: mdl-35268680

RESUMEN

The purpose of the study was to select an environmentally friendly plant biopesticide to protect seed potatoes against phytopathogens. The scope included the evaluation of the antimicrobial activities of 22 plant water extracts, 22 water-glycol extracts, and 3 subcritical carbon dioxide extracts using the agar diffusion method against 10 potato phytopathogens. For the most effective extracts, minimal inhibitory concentration (MIC), chemical composition analysis by gas chromatography-mass spectrometry and in situ assays on seed potatoes were performed. Garlic water extract was finally selected as the most effective in phytopathogen growth inhibition, both in vitro and in situ, with MIC values ranging between 6.3-25 mg/mL. 5-Hydroxymethylfurfural was determined to be the main component of this extract (33.24%). Garlic water extract was proposed as a potential biopesticide against potato phytopathogens.


Asunto(s)
Solanum tuberosum
4.
Pol J Radiol ; 87: e375-e380, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35979148

RESUMEN

Purpose: 1H-magnetic resonance spectroscopy (1H-MRS) is a non-invasive technique that provides information on tissue metabolism and biochemistry. Because of technical difficulties, this method is rarely used in spinal cord examination. The main goal of this study was to develop a routine protocol for MRS of intramedullary lesions. Material and methods: A 1H-MRS protocol was set on a group of healthy volunteers. Forty-eight spectra were acquired in total. Thirty of them were acquired in cervical spinal cord, and the remaining 18 spectra were acquired in the thoracic spinal cord. Results: In 1H-MRS of the spinal cord one of the most important problems is small voxel size. Mean voxel size in this study was 7 × 9 × 29 mm, which is much smaller than in brain examinations. Finally, almost 60% of spectra were of acceptable quality in volunteer examinations, which enabled the subsequent examinations. Conclusions: Challenges of spinal cord spectroscopy were discussed, and the ability of providing additional diagnostic information was proven.

5.
Int J Mol Sci ; 22(10)2021 May 13.
Artículo en Inglés | MEDLINE | ID: mdl-34068033

RESUMEN

Conjugation, besides transformation and transduction, is one of the main mechanisms of horizontal transmission of genetic information among bacteria. Conjugational transfer, due to its essential role in shaping bacterial genomes and spreading of antibiotics resistance genes, has been widely studied for more than 70 years. However, new and intriguing facts concerning the molecular basis of this process are still being revealed. Most recently, a novel family of conjugative relaxases (Mob proteins) was distinguished. The characteristic feature of these proteins is that they are not related to any of Mobs described so far. Instead of this, they share significant similarity to tyrosine recombinases. In this study MobK-a tyrosine recombinase-like Mob protein, encoded by pIGRK cryptic plasmid from the Klebsiella pneumoniae clinical strain, was characterized. This study revealed that MobK is a site-specific nuclease and its relaxase activity is dependent on both a conserved catalytic tyrosine residue (Y179) that is characteristic of tyrosine recombinases and the presence of Mg2+ divalent cations. The pIGRK minimal origin of transfer sequence (oriT) was also characterized. This is one of the first reports presenting tyrosine recombinase-like conjugative relaxase protein. It also demonstrates that MobK is a convenient model for studying this new protein family.


Asunto(s)
Proteínas Bacterianas/metabolismo , Conjugación Genética , ADN Bacteriano/genética , Endodesoxirribonucleasas/metabolismo , Klebsiella pneumoniae/enzimología , Plásmidos/genética , Recombinación Genética , Proteínas Bacterianas/genética , Secuencia de Bases , Endodesoxirribonucleasas/genética , Klebsiella pneumoniae/genética , Klebsiella pneumoniae/crecimiento & desarrollo , Plásmidos/metabolismo
6.
BMC Microbiol ; 19(1): 254, 2019 11 13.
Artículo en Inglés | MEDLINE | ID: mdl-31722681

RESUMEN

BACKGROUND: Gene overlapping is a frequent phenomenon in microbial genomes. Excluding so-called "trivial overlapping", there are significant implications of such genetic arrangements, including regulation of gene expression and modification of protein activity. It is also postulated that, besides gene duplication, the appearance of overlapping genes (OGs) is one of the most important factors promoting a genome's novelty and evolution. OGs coding for in-frame proteins with different functions are a particularly interesting case. In this study we identified and characterized two in-frame proteins encoded by OGs on plasmid pIGRK from Klebsiella pneumoniae, a representative of the newly distinguished pHW126 plasmid family. RESULTS: A single repR locus located within the replication system of plasmid pIGRK encodes, in the same frame, two functional polypeptides: a full-length RepR protein and a RepR' protein (with N-terminal truncation) translated from an internal START codon. Both proteins form homodimers, and interact with diverse DNA regions within the plasmid replication origin and repR promoter operator. Interestingly, RepR and RepR' have opposing functions - RepR is crucial for initiation of pIGRK replication, while RepR' is a negative regulator of this process. Nevertheless, both proteins act cooperatively as negative transcriptional regulators of their own expression. CONCLUSIONS: Regulation of the initiation of pIGRK replication is a complex process in which a major role is played by two in-frame proteins with antagonistic functions. In-frame encoded Rep proteins are uncommon, having been described in only a few plasmids. This is the first description of such proteins in a plasmid of the pHW126 family.


Asunto(s)
Proteínas de Unión al ADN/genética , Proteínas de Unión al ADN/metabolismo , Klebsiella pneumoniae/metabolismo , Plásmidos/genética , Proteínas Bacterianas/química , Proteínas Bacterianas/genética , Clonación Molecular , Proteínas de Unión al ADN/química , Duplicación de Gen , Regulación Bacteriana de la Expresión Génica , Klebsiella pneumoniae/genética , Plásmidos/metabolismo , Regiones Promotoras Genéticas , Multimerización de Proteína , Origen de Réplica
7.
Plasmid ; 79: 37-47, 2015 May.
Artículo en Inglés | MEDLINE | ID: mdl-25889268

RESUMEN

We studied the detailed structure of the cryptic plasmid pIGWZ12, which was isolated from an Escherichia coli strain. pIGWZ12 is composed of two structural modules of distinct evolutionary origin. The REP module, which contains all the features necessary for replication and stable maintenance in the bacterial cell, was assigned by genotyping to the IncF family. The MOB module, which is responsible for plasmid mobilization, shows significant homology to MOBQ modules from broad-host-range plasmids belonging to the RSF1010/R1162 family. We showed that iterons located in the origin of replication are the target for specific binding by the replication initiator protein RepApIGWZ12. Furthermore, we proved that the promoter for the repA gene overlaps with the iterons, and that the latter are the sole determinant of incompatibility. We performed a mutagenesis analysis of the MOBpIGWZ12 module and characterized the roles played by all identified genes (mobA and mobC), as well as the role played by oriT in mobilization. Finally, we showed that it was possible to remove the MOB module from pIGWZ12 without any loss in plasmid replication and stability. Furthermore, the MOBpIGWZ12 module was fully functional after subcloning into another plasmid. Therefore, pIGWZ12 is yet another example of modular structure in small cryptic plasmids.


Asunto(s)
Escherichia coli/genética , Plásmidos/genética , Clonación Molecular , ADN Helicasas/genética , Replicación del ADN , ADN Bacteriano/genética , Técnicas de Genotipaje , Sistemas de Lectura Abierta , Regiones Promotoras Genéticas , Origen de Réplica , Análisis de Secuencia de ADN , Transactivadores/genética
8.
Sci Rep ; 14(1): 4747, 2024 02 27.
Artículo en Inglés | MEDLINE | ID: mdl-38413775

RESUMEN

Gram-negative spiral-shaped Helicobacter pylori (Hp) bacteria induce the development of different gastric disorders. The growing resistance of Hp to antibiotics prompts to search for new therapeutic formulations. A promising candidate is Mycobacterium bovis BCG (BCG) with immunomodulatory properties. Biodegradable mucoadhesive chitosan is a good carrier for delivering BCG mycobacteria to the gastric mucosal environment. This study aimed to show whether BCG bacilli are able to increase the phagocytic activity of Cavia porcellus-guinea pig macrophages derived from the bone marrow towards fluorescently labeled Escherichia coli. Furthermore, to encapsulate live BCG bacilli, in spray-dried chitosan microparticles (CHI-MPs), and assess the pH-dependent release of mycobacteria in pH conditions mimicking gastric (acidic) or gut (alkaline) milieu. Microparticles (MPs) were made of chitosan and coated with Pluronic F-127-(Plur) or N-Acetyl-D-Glucosamine-(GlcNAc) to increase the MPs resistance to low pH or to increase anti-Hp effect, respectively. Spray-drying method was used for microencapsulation of live BCG. The biosafety of tested CHI-MPs has been confirmed using cell models in vitro and the model of guinea pig in vivo. The CHI-MPs loaded with BCG released live mycobacteria at pH 3.0 (CHI-GlcNAc-MPs) or pH 8.0. (CHI-Plur-MPs). The CHI-MPs loaded with live BCG can be used for per os inoculation of Cavia porcellus to check the effectiveness of delivered mycobacteria in increasing anti-H. pylori host response.


Asunto(s)
Quitosano , Infecciones por Helicobacter , Helicobacter pylori , Mycobacterium bovis , Animales , Cobayas , Quitosano/química , Vacuna BCG , Concentración de Iones de Hidrógeno
9.
Plasmid ; 67(3): 264-71, 2012 May.
Artículo en Inglés | MEDLINE | ID: mdl-22230664

RESUMEN

We constructed pIGPZ, a new cloning and expression vector derived from Escherichia coli plasmid pIGWZ12::Kan. pIGPZ contains a kanamycin resistance marker, a multiple-cloning-site (MCS) region, and a promoter for constitutive expression of cloned genes. pIGPZ has the same high level of stability as the original plasmid, even in the absence of antibiotic selection. Furthermore, we show that pIGPZ is compatible with ColE1-based plasmids and a pSC101-like plasmid. All the characteristic elements of theta-replicating plasmids were found in the pIGPZ putative origin of replication. Finally, we demonstrate that pIGPZ can be used in a double-plasmid expression system by co-expressing UBP1 protease from pIGPZ with ubi-interferon alpha (IFNA13; GenBank Accession No. NM_006900.3) or ubi-human growth hormone (ubi-hGH; patent No. WO 2005/066208 A2) cloned in another plasmid. In this system, both ubi-interferon alpha and ubi-human growth hormone were deubiquitinated efficiently in E. coli cells.


Asunto(s)
Clonación Molecular , Escherichia coli/genética , Regulación Bacteriana de la Expresión Génica , Vectores Genéticos/genética , Plásmidos/genética , Replicación del ADN , Proteínas de Unión al ADN/genética , Proteínas de Unión al ADN/metabolismo , Electroforesis en Gel de Poliacrilamida , Dosificación de Gen , Humanos , Kanamicina , Mapeo Restrictivo , Análisis de Secuencia de ADN , Factores de Transcripción/genética , Factores de Transcripción/metabolismo
10.
Int J Biol Macromol ; 222(Pt A): 473-486, 2022 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-36184983

RESUMEN

The development of suitable drug delivery systems for prolonged action against HIV receives great attention in recent research. Herein, a long-acting injectable (LAI) of Tenofovir alafenamide-chitosan polymeric nanoparticles loaded oleogels developed with sesame oil and ethyl cellulose for prolonged release of the drug is reported for the first time. The research resulted with unique long-acting parenteral formulation for chronic anti-retroviral therapy, based on our experimental in-vitro and ex-vivo studies. The chitosan nanoparticles with 49 % drug content were produced through the spray-drying technique and characterized for their size (106-540 nm) and the other physico-chemical features through SEM, FT-IR, XRD, TGA, and DSC. The ethyl cellulose and sesame oil oleogels were developed through a heat-cool process by incorporating the drug-loaded chitosan nanoparticles. The oleogels exhibited extended release (56 %) of the drug for 16 days, which could be prolonged further to achieve the maximum drug release. Also, the ex-vivo permeation studies of the nanoparticles loaded oleogels demonstrated about 10-fold decrease in the flux and the permeation of the drug due to prolonged release of the drug across dual barriers of chitosan nanoparticles and ethyl cellulose gel matrix. The result provided proof-of-evidence that the developed Tenofovir alafenamide-chitosan polymeric nanoparticles loaded with ethyl cellulose oleogels could be potentially used as the long-acting injectable system for the treatment of patients infected with HIV/AIDS.


Asunto(s)
Fármacos Anti-VIH , Quitosano , Nanopartículas , Humanos , Quitosano/química , Fármacos Anti-VIH/farmacología , Espectroscopía Infrarroja por Transformada de Fourier , Aceite de Sésamo , Nanopartículas/química , Liberación de Fármacos , Adenina , Portadores de Fármacos/química , Tamaño de la Partícula , Sistemas de Liberación de Medicamentos
11.
Polymers (Basel) ; 12(8)2020 Aug 05.
Artículo en Inglés | MEDLINE | ID: mdl-32764416

RESUMEN

The technology of filling drinks without preservatives (such as fresh juices, iced tea drinks, vitaminized drinks) is carried out using hot filling. Mainly due to the production costs and lower carbon footprint, polyethylene terephthalate bottles, commonly called PET, are increasingly used in this technology. In this paper, the main aim is to describe the statistical analysis methodology of the influence of the temperature of the blow mold in the SBM process and the method of hot filling on the macroscopic and microscopic bottle properties. The macroscopic bottle properties were defined by the thickness profile, pressure resistance, thermal stability, and the coefficients of blowing kinetics. Moreover, the influence of the SBM (stretch blow moulding) process on the microscopic PET material properties (in the bottle) relative to the microscopic preform properties was analyzed. The microscopic properties were defined by the degree of crystallite, density, and relaxation of the amorphous phase of the PET material. For this purpose, response surface experiments were performed for the two analyzed factors (independent variables), i.e., the temperature of the blow mold and the method of hot filling. The sample size was investigated to determine the minimum number of repetitions (number of bottles in the measurement series) required to achieve acceptable measurement uncertainty. The research conducted shows that despite fulfilling the postulate of acceptable measurement uncertainty, in terms of the power of ANOVA (analysis of variance) in DOE (design of experiment) the accepted number of bottles in the measurement series is too small. The tests of the bottle material density, material crystallite, and relaxation of amorphous phase relative to the preform material density, material crystallite, and relaxation of amorphous phase show that the microcavity effects occur during the deformation of the PET material, and that these are associated with the orientation of the microstructure. The blow kinetics study shows that there is a gradient of flow of the bottle material over the thickness of the bottle wall during blowing, and it has been deduced that the air temperature between the blow mold and the wall of the blown bottle has an impact on the kinetics of blowing the bottle.

12.
Polymers (Basel) ; 12(8)2020 Aug 06.
Artículo en Inglés | MEDLINE | ID: mdl-32781692

RESUMEN

The technology of filling drinks without preservatives (such as fresh juices, iced tea drinks, and vitaminized drinks) is carried out using hot filling. Mainly due to the production costs and lower carbon footprint, polyethylene terephthalate (PET) bottles are increasingly used in this technology. In this paper, the main aim is to describe and interpret the results of statistical analysis of the influence of the temperature of the blow mold in the SBM (stretch blow molding) process and the method of hot filling on the macroscopic and microscopic bottle properties. The macroscopic bottle properties were defined by the thickness profile, pressure resistance, thermal stability, and the coefficients of blowing kinetics. In addition, the influence of the SBM process on the microscopic PET material properties (in the bottle) relative to the microscopic preform properties was analyzed. The microscopic properties were defined by the degree of crystallite, density, and relaxation of the amorphous phase of the PET material. For this purpose, response surface experiments were performed for the two analyzed factors, i.e., the temperature of the blow mold and the method of hot filling. The sample size was investigated to determine the minimum number of repetitions (number of bottles in the measurement series) required to achieve acceptable measurement uncertainty. The research conducted shows that, despite fulfilling the postulate of acceptable measurement uncertainty, in terms of the power of ANOVA (analysis of variance) in DOE (design of experiment), the accepted number of bottles in the measurement series is too small. The tests of the bottle material density, material crystallite, and relaxation of amorphous phase relative to the preform material density, material crystallite, and relaxation of amorphous phase show that microcavity effects occur during the deformation of the PET material, and that these are associated with the orientation of the microstructure. The blow kinetics study shows that there is a gradient of flow of the bottle material over the thickness of the bottle wall during blowing, and it has been deduced that the air temperature between the blow mold and the wall of the blown bottle has an impact on the kinetics of blowing the bottle.

13.
Microorganisms ; 8(1)2020 Jan 11.
Artículo en Inglés | MEDLINE | ID: mdl-31940850

RESUMEN

The segregation of newly replicated chromosomes in bacterial cells is a highly coordinated spatiotemporal process. In the majority of bacterial species, a tripartite ParAB-parS system, composed of an ATPase (ParA), a DNA-binding protein (ParB), and its target(s) parS sequence(s), facilitates the initial steps of chromosome partitioning. ParB nucleates around parS(s) located in the vicinity of newly replicated oriCs to form large nucleoprotein complexes, which are subsequently relocated by ParA to distal cellular compartments. In this review, we describe the role of ParB in various processes within bacterial cells, pointing out interspecies differences. We outline recent progress in understanding the ParB nucleoprotein complex formation and its role in DNA segregation, including ori positioning and anchoring, DNA condensation, and loading of the structural maintenance of chromosome (SMC) proteins. The auxiliary roles of ParBs in the control of chromosome replication initiation and cell division, as well as the regulation of gene expression, are discussed. Moreover, we catalog ParB interacting proteins. Overall, this work highlights how different bacterial species adapt the DNA partitioning ParAB-parS system to meet their specific requirements.

14.
Artif Intell Med ; 102: 101769, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31980106

RESUMEN

Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) plays an important role in diagnosis and grading of brain tumors. Although manual DCE biomarker extraction algorithms boost the diagnostic yield of DCE-MRI by providing quantitative information on tumor prognosis and prediction, they are time-consuming and prone to human errors. In this paper, we propose a fully-automated, end-to-end system for DCE-MRI analysis of brain tumors. Our deep learning-powered technique does not require any user interaction, it yields reproducible results, and it is rigorously validated against benchmark and clinical data. Also, we introduce a cubic model of the vascular input function used for pharmacokinetic modeling which significantly decreases the fitting error when compared with the state of the art, alongside a real-time algorithm for determination of the vascular input region. An extensive experimental study, backed up with statistical tests, showed that our system delivers state-of-the-art results while requiring less than 3 min to process an entire input DCE-MRI study using a single GPU.


Asunto(s)
Neoplasias Encefálicas/diagnóstico por imagen , Medios de Contraste , Aprendizaje Profundo , Imagen por Resonancia Magnética/métodos , Algoritmos , Automatización , Neoplasias Encefálicas/irrigación sanguínea , Medios de Contraste/farmacocinética , Bases de Datos Factuales , Humanos , Fantasmas de Imagen , Farmacocinética , Pronóstico , Flujo Sanguíneo Regional , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
15.
Comput Methods Programs Biomed ; 176: 135-148, 2019 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-31200901

RESUMEN

BACKGROUND AND OBJECTIVE: Magnetic resonance imaging (MRI) is an indispensable tool in diagnosing brain-tumor patients. Automated tumor segmentation is being widely researched to accelerate the MRI analysis and allow clinicians to precisely plan treatment-accurate delineation of brain tumors is a critical step in assessing their volume, shape, boundaries, and other characteristics. However, it is still a very challenging task due to inherent MR data characteristics and high variability, e.g., in tumor sizes or shapes. We present a new deep learning approach for accurate brain tumor segmentation which can be trained from small and heterogeneous datasets annotated by a human reader (providing high-quality ground-truth segmentation is very costly in practice). METHODS: In this paper, we present a new deep learning technique for segmenting brain tumors from fluid attenuation inversion recovery MRI. Our technique exploits fully convolutional neural networks, and it is equipped with a battery of augmentation techniques that make the algorithm robust against low data quality, and heterogeneity of small training sets. We train our models using only positive (tumorous) examples, due to the limited amount of available data. RESULTS: Our algorithm was tested on a set of stage II-IV brain-tumor patients (image data collected using MAGNETOM Prisma 3T, Siemens). Rigorous experiments, backed up with statistical tests, revealed that our approach outperforms the state-of-the-art approach (utilizing hand-crafted features) in terms of segmentation accuracy, offers very fast training and instant segmentation (analysis of an image takes less than a second). Building our deep model is 1.3 times faster compared with extracting features for extremely randomized trees, and this training time can be controlled. Finally, we showed that too aggressive data augmentation may lead to deteriorated performance of the model, especially in the fixed-budget training (with maximum numbers of training epochs). CONCLUSIONS: Our method yields the better performance when compared with the state of the art method which utilizes hand-crafted features. In addition, our deep network can be effectively applied to difficult (small, imbalanced, and heterogeneous) datasets, offers controllable training time, and infers in real-time.


Asunto(s)
Neoplasias Encefálicas/diagnóstico por imagen , Procesamiento de Imagen Asistido por Computador/métodos , Imagen por Resonancia Magnética , Redes Neurales de la Computación , Adulto , Anciano , Algoritmos , Encéfalo/anatomía & histología , Encéfalo/diagnóstico por imagen , Femenino , Humanos , Imagenología Tridimensional/métodos , Aprendizaje Automático , Masculino , Persona de Mediana Edad , Adulto Joven
16.
Front Microbiol ; 8: 2353, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-29250047

RESUMEN

Horizontal gene transfer (HGT) contributes greatly to the plasticity and evolution of prokaryotic and eukaryotic genomes. The main carriers of foreign DNA in HGT are mobile genetic elements (MGEs) that have extremely diverse genetic structures and properties. Various strategies are used for the maintenance and spread of MGEs, including (i) vegetative replication, (ii) transposition (and other types of recombination), and (iii) conjugal transfer. In many MGEs, all of these processes are dependent on rolling-circle replication (RCR). RCR is one of the most well characterized models of DNA replication. Although many studies have focused on describing its mechanism, the role of replication initiator proteins has only recently been subject to in-depth analysis, which indicates their involvement in multiple biological process associated with RCR. In this review, we present a general overview of RCR and its impact in HGT. We focus on the molecular characteristics of RCR initiator proteins belonging to the HUH and Rep_trans protein families. Despite analogous mechanisms of action these are distinct groups of proteins with different catalytic domain structures. This is the first review describing the multifunctional character of various types of RCR initiator proteins, including the latest discoveries in the field. Recent reports provide evidence that (i) proteins initiating vegetative replication (Rep) or mobilization for conjugal transfer (Mob) may also have integrase (Int) activity, (ii) some Mob proteins are capable of initiating vegetative replication (Rep activity), and (iii) some Rep proteins can act like Mob proteins to mobilize plasmid DNA for conjugal transfer. These findings have significant consequences for our understanding of the role of RCR, not only in DNA metabolism but also in the biology of many MGEs.

17.
Biomed Res Int ; 2015: 414681, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26236726

RESUMEN

Antibiotic resistance determinants are frequently associated with plasmids and other mobile genetic elements, which simplifies their horizontal transmission. Several groups of plasmids (including replicons of the IncL/M incompatibility group) were found to play an important role in the dissemination of resistance genes encoding ß-lactamases. The IncL/M plasmids are large, broad host range, and self-transmissible replicons. We have identified and characterized two novel members of this group: pARM26 (isolated from bacteria inhabiting activated sludge from a wastewater treatment plant) and pIGT15 (originating from a clinical strain of Escherichia coli). This instigated a detailed comparative analysis of all available sequences of IncL/M plasmids encoding ß-lactamases. The core genome of these plasmids is comprised of 20 genes with conserved synteny. Phylogenetic analyses of these core genes allowed clustering of the plasmids into four separate groups, which reflect their antibiotic resistance profiles. Examination of the biogeography of the IncL/M plasmids revealed that they are most frequently found in bacteria of the family Enterobacteriaceae originating from the Mediterranean region and Western Europe and that they are able to persist in various ecological niches even in the absence of direct antibiotic selection pressure.


Asunto(s)
Enterobacteriaceae/genética , Transferencia de Gen Horizontal/genética , Genes Bacterianos , Variación Genética , Plásmidos/genética , Resistencia betalactámica/genética , ADN Circular/genética , Genómica , Filogeografía , beta-Lactamasas/genética
18.
FEMS Microbiol Lett ; 326(1): 76-82, 2012 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-22092700

RESUMEN

Klebsiella pneumoniae 287-w carries three small narrow host range (NHR) plasmids (pIGMS31, pIGMS32, and pIGRK), which could be maintained in several closely related species of Gammaproteobacteria, but not in Alphaproteobacteria. The plasmids contain different mobilization systems (MOB), whose activity in Escherichia coli was demonstrated in the presence of the helper transfer system originating from plasmid RK2. The MOBs of pIGMS31 and pIGMS32 are highly conserved in many bacterial plasmids (members of the MOB family), while the predicted MOB of pIGRK has a unique structure, encoding a protein similar to phage-related integrases. The MOBs of pIGMS31 and pIGMS32 enabled the transfer of heterologous replicons from E. coli into both gammaproteobacterial and alphaproteobacterial hosts, which suggests that these NHR plasmids contain broad host range MOB systems. Such plasmids therefore represent efficient carrier molecules, which may act as natural suicide vectors promoting the spread of diverse genetic information (including other types of mobile elements, e.g. resistance transposons) among evolutionarily distinct bacterial species. Thus, mobilizable NHR plasmids may play a much more important role in horizontal gene transfer than previously thought.


Asunto(s)
Escherichia coli/genética , Transferencia de Gen Horizontal , Vectores Genéticos , Plásmidos/genética , Alphaproteobacteria/genética , Secuencia de Bases , Conjugación Genética , ADN Helicasas/genética , Gammaproteobacteria/genética , Especificidad del Huésped , Klebsiella pneumoniae/genética , Datos de Secuencia Molecular , Análisis de Secuencia de ADN , Transactivadores/genética
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