Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 85
Filtrar
Mais filtros

Tipo de documento
Intervalo de ano de publicação
1.
Org Biomol Chem ; 20(4): 852-861, 2022 01 26.
Artigo em Inglês | MEDLINE | ID: mdl-35001098

RESUMO

The use of MW allows the efficient palladium(II)-catalysed C-3 acylation of thiophenes with aldehydes via C(sp2)-H activation for the synthesis of (cyclo)alkyl/aryl thienyl ketones (43 examples). Compared to standard thermal conditions, the use of MW reduces the reaction time (15 to 30 min vs. 1 to 3 hours), leading to improved yields of the ketones (up to 92%). The control of positional selectivity is achieved by 2-pyridinyl and 2-pyrimidyl ortho-directing groups at C-2 of the thiophene scaffold. To show the synthetic applicability, selected ketones were subjected to further transformations, including intramolecular reactions to directly embed the directing group in the core structure of the new molecule.

2.
J Chem Inf Model ; 62(16): 3928-3940, 2022 08 22.
Artigo em Inglês | MEDLINE | ID: mdl-35946598

RESUMO

In this work, the SOFT.PTML tool has been used to pre-process a ChEMBL dataset of pre-clinical assays of antileishmanial compound candidates. A comparative study of different ML algorithms, such as logistic regression (LOGR), support vector machine (SVM), and random forests (RF), has shown that the IFPTML-LOGR model presents excellent values of specificity and sensitivity (81-98%) in training and validation series. The use of this software has been illustrated with a practical case study focused on a series of 28 derivatives of 2-acylpyrroles 5a,b, obtained through a Pd(II)-catalyzed C-H radical acylation of pyrroles. Their in vitro leishmanicidal activity against visceral (L. donovani) and cutaneous (L. amazonensis) leishmaniasis was evaluated finding that compounds 5bc (IC50 = 30.87 µM, SI > 10.17) and 5bd (IC50 = 16.87 µM, SI > 10.67) were approximately 6-fold more selective than the drug of reference (miltefosine) in in vitro assays against L. amazonensis promastigotes. In addition, most of the compounds showed low cytotoxicity, CC50 > 100 µg/mL in J774 cells. Interestingly, the IFPMTL-LOGR model predicts correctly the relative biological activity of these series of acylpyrroles. A computational high-throughput screening (cHTS) study of 2-acylpyrroles 5a,b has been performed calculating >20,700 activity scores vs a large space of 647 assays involving multiple Leishmania species, cell lines, and potential target proteins. Overall, the study demonstrates that the SOFT.PTML all-in-one strategy is useful to obtain IFPTML models in a friendly interface making the work easier and faster than before. The present work also points to 2-acylpyrroles as new lead compounds worthy of further optimization as antileishmanial hits.


Assuntos
Antiprotozoários , Leishmania , Antiprotozoários/farmacologia , Linhagem Celular
3.
Am J Transplant ; 21(11): 3618-3628, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-33891793

RESUMO

Normothermic regional perfusion (NRP) allows the in situ perfusion of organs with oxygenated blood in donation after the circulatory determination of death (DCDD). We aimed at evaluating the impact of NRP on the short-term outcomes of kidney transplants in controlled DCDD (cDCDD). This is a multicenter, nationwide, retrospective study comparing cDCDD kidneys obtained with NRP versus the standard rapid recovery (RR) technique. During 2012-2018, 2302 cDCDD adult kidney transplants were performed in Spain using NRP (n = 865) or RR (n = 1437). The study groups differed in donor and recipient age, warm, and cold ischemic time and use of ex situ machine perfusion. Transplants in the NRP group were more frequently performed in high-volume centers (≥90 transplants/year). Through matching by propensity score, two cohorts with a total of 770 patients were obtained. After the matching, no statistically significant differences were observed between the groups in terms of primary nonfunction (p = .261) and mortality at 1 year (p =  .111). However, the RR of kidneys was associated with a significantly increased odds of delayed graft function (OR 1.97 [95% CI 1.43-2.72]; p < .001) and 1-year graft loss (OR 1.77 [95% CI 1.01-3.17]; p = .034). In conclusion, compared with RR, NRP appears to improve the short-term outcomes of cDCDD kidney transplants.


Assuntos
Transplante de Rim , Obtenção de Tecidos e Órgãos , Adulto , Morte , Sobrevivência de Enxerto , Humanos , Preservação de Órgãos , Perfusão , Estudos Retrospectivos , Doadores de Tecidos
4.
Anal Chem ; 93(38): 12833-12839, 2021 09 28.
Artigo em Inglês | MEDLINE | ID: mdl-34533933

RESUMO

Molecular networking of non-targeted tandem mass spectrometry data connects structurally related molecules based on similar fragmentation spectra. Here, we report the Chemical Proportionality (ChemProp) contextualization of molecular networks. ChemProp scores the changes of abundance between two connected nodes over sequential data series (e.g., temporal or spatial relationships), which can be displayed as a direction within the network to prioritize potential biological and chemical transformations or proportional changes of (biosynthetically) related compounds. We tested the ChemProp workflow on a ground truth data set of a defined mixture and highlighted the utility of the tool to prioritize specific molecules within biological samples, including bacterial transformations of bile acids, human drug metabolism, and bacterial natural products biosynthesis. The ChemProp workflow is freely available through the Global Natural Products Social Molecular Networking (GNPS) environment.


Assuntos
Produtos Biológicos , Espectrometria de Massas em Tandem , Humanos , Fluxo de Trabalho
5.
Environ Microbiol ; 22(11): 4532-4544, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32794337

RESUMO

Plants and microbes have evolved sophisticated ways to communicate and coexist. The simplest interactions that occur in plant-associated habitats, i.e., those involved in disease detection, depend on the production of microbial pathogenic and virulence factors and the host's evolved immunological response. In contrast, microbes can also be beneficial for their host plants in a number of ways, including fighting pathogens and promoting plant growth. In order to clarify the mechanisms directly involved in these various plant-microbe interactions, we must still deepen our understanding of how these interkingdom communication systems, which are constantly modulated by resident microbial activity, are established and, most importantly, how their effects can span physically separated plant compartments. Efforts in this direction have revealed a complex and interconnected network of molecules and associated metabolic pathways that modulate plant-microbe and microbe-microbe communication pathways to regulate diverse ecological responses. Once sufficiently understood, these pathways will be biotechnologically exploitable, for example, in the use of beneficial microbes in sustainable agriculture. The aim of this review is to present the latest findings on the dazzlingly diverse arsenal of molecules that efficiently mediate specific microbe-microbe and microbe-plant communication pathways during plant development and on different plant organs.


Assuntos
Bactérias/metabolismo , Desenvolvimento Vegetal/fisiologia , Plantas/microbiologia , Simbiose/fisiologia , Germinação/fisiologia , Interações Microbianas/fisiologia , Microbiota/fisiologia , Raízes de Plantas/microbiologia , Plantas/metabolismo , Rizosfera , Sementes/crescimento & desenvolvimento , Sementes/microbiologia , Transdução de Sinais/fisiologia , Fatores de Virulência/metabolismo
7.
Molecules ; 25(14)2020 Jul 16.
Artigo em Inglês | MEDLINE | ID: mdl-32708781

RESUMO

Di(hetero)aryl ketones are important motifs present in natural products, pharmaceuticals or agrochemicals. In recent years, Pd(II)-catalyzed acylation of (hetero)arenes in the presence of an oxidant has emerged as a catalytic alternative to classical acylation methods, reducing the production of toxic metal waste. Different directing groups and acyl sources are being studied for this purpose, although further development is required to face mainly selectivity problems in order to be applied in the synthesis of more complex molecules. Selected recent developments and applications are covered in this review.


Assuntos
Catálise , Cetonas/química , Acilação , Cetonas/síntese química , Estrutura Molecular , Paládio/química
8.
Mol Vis ; 25: 934-948, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-32038094

RESUMO

Purpose: The purpose was to select a simple and reproducible method for lipid measurements of human tears with ultrahigh-performance liquid chromatography-mass spectrometry (UHPLC-MS). Two sample preparation procedures were evaluated and compared: the Bligh and Dyer (BD) liquid-liquid extraction method with chloroform and methanol and protein precipitation with isopropanol (IPA). Methods: Reproducibility and recovery efficiencies of 20 non-endogenous internal lipid standards were tested in 10-µl tear samples from healthy subjects. The lipid coverage and the simplicity of execution were also assessed. Lipid profiles of the tear extracts were acquired with UHPLC-MS, uhpland the lipids were identified using SimLipid software. Results: Both methods were robust producing good lipid coverage and reproducibility and high recovery efficiencies. The two protocols identified a 69-feature tear lipidome that covered 11 lipid classes from six different lipid categories. The main differences in recovery were due to the intrinsic lipid selectivity of each solvent. Although both methods were similarly efficient in recovering O-acyl-ω-hydroxy fatty acid (OAHFAs) and non-polar lipids, polar lipids were more efficiently recovered with IPA precipitation, which, in turn, exhibited higher reproducibility. In addition, IPA precipitation is automatable and simpler than the BD approach. Conclusions: IPA precipitation is an excellent procedure for extracting lipids from small tear volumes for quantitative large-scale, untargeted lipid profiling, which may be useful for identifying lipid biomarkers in tears from patients with different ocular surface pathologies, allowing personalized therapies to be designed.


Assuntos
Cromatografia Líquida de Alta Pressão/métodos , Lipídeos/análise , Espectrometria de Massas/métodos , Lágrimas/química , Adulto , Feminino , Humanos , Masculino , Análise de Componente Principal , Padrões de Referência , Reprodutibilidade dos Testes
10.
Environ Microbiol ; 19(2): 645-658, 2017 02.
Artigo em Inglês | MEDLINE | ID: mdl-27768818

RESUMO

Pseudomonas putida strains are generally recognized as solvent tolerant, exhibiting varied sensitivity to organic solvents. Pan-genome analysis has revealed that 30% of genes belong to the core-genome of Pseudomonas. Accessory and unique genes confer high degree of adaptability and capabilities for the degradation and synthesis of a wide range of chemicals. For the use of these microbes in bioremediation and biocatalysis, it is critical to understand the mechanisms underlying these phenotypic differences. In this study, RNA-seq analysis compared the short- and long-term responses of the toluene-sensitive KT2440 strain and the highly tolerant DOT-T1E strain. The sensitive strain activates a larger number of genes in a higher magnitude than DOT-T1E. This is expected because KT2440 bears one toluene tolerant pump, while DOT-T1E encodes three of these pumps. Both strains activate membrane modifications to reduce toluene membrane permeability. The KT2440 strain activates the TCA cycle to generate energy, while avoiding energy-intensive processes such as flagellar biosynthesis. This suggests that KT2440 responds to toluene by focusing on survival mechanisms. The DOT-T1E strain activates toluene degradation pathways, using toluene as source of energy. Among the unique genes encoded by DOT-T1E is a 70 kb island composed of genes of unknown function induced in response to toluene.


Assuntos
Regulação Bacteriana da Expressão Gênica/fisiologia , Pseudomonas putida/efeitos dos fármacos , Pseudomonas putida/metabolismo , Solventes/farmacologia , Tolueno/farmacologia , Transcriptoma , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Biodegradação Ambiental , Pseudomonas putida/genética
11.
Microbiology (Reading) ; 162(9): 1535-1543, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27417954

RESUMO

Aromatic compounds such as l-phenylalanine, 2-phenylethanol and trans-cinnamate are aromatic compounds of industrial interest. Current trends support replacement of chemical synthesis of these compounds by 'green' alternatives produced in microbial cell factories. The solvent-tolerant Pseudomonas putida DOT-T1E strain was genetically modified to produce up to 1 g l-1 of l-phenylalanine. In order to engineer this strain, we carried out the following stepwise process: (1) we selected random mutants that are resistant to toxic phenylalanine analogues; (2) we then deleted up to five genes belonging to phenylalanine metabolism pathways, which greatly diminished the internal metabolism of phenylalanine; and (3) in these mutants, we overexpressed the pheAfbr gene, which encodes a recombinant variant of PheA that is insensitive to feedback inhibition by phenylalanine. Furthermore, by introducing new genes, we were able to further extend the diversity of compounds produced. Introduction of histidinol phosphate transferase (PP_0967), phenylpyruvate decarboxylase (kdc) and an alcohol dehydrogenase (adh) enabled the strain to produce up to 180 mg l-1 2-phenylethanol. When phenylalanine ammonia lyase (pal) was introduced, the resulting strain produced up to 200 mg l-1 of trans-cinnamate. These results demonstrate that P. putida can serve as a promising microbial cell factory for the production of l-phenylalanine and related compounds.


Assuntos
Cinamatos/metabolismo , Aromatizantes/metabolismo , Fenilalanina/biossíntese , Álcool Feniletílico/metabolismo , Pseudomonas putida/metabolismo , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Microbiologia Industrial , Pseudomonas putida/genética
12.
Nucleic Acids Res ; 42(12): 7654-63, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24920832

RESUMO

In the human pathogen Pseudomonas aeruginosa, the GltR regulator is required for glucose transport, whereas GtrS is a sensor kinase that plays a key role in mediating bacteria-host interaction and pathogen dissemination in the host. We show that GtrS and GltR form a two-component system that regulates the expression from the promoters Pedd/gap-1, PoprB and Pglk, which control the expression of genes involved in glucose metabolism and transport. In addition, the GtrS/GltR pair regulates the expression of toxA that encodes exotoxin A, the primary virulence factor. Microcalorimetry-based ligand screening of the recombinant GtrS ligand-binding domain revealed specific binding of 2-ketogluconate (2-KG) (KD=5 µM) and 6-phosphogluconate (KD=98 µM). These effectors accelerate GtrS autophosphorylation, with concomitant transphosphorylation of GltR leading to a three-fold increase in transcription. Surprisingly, in vivo a similar increase in expression from the above promoters was observed for the mutant deficient in GltR regardless of the presence of effectors. The GltR operator site was found to contain the consensus sequence 5'-tgGTTTTTc-3'. We propose that 2-KG is a key metabolite in the stringent transcriptional control of genes involved in virulence and glucose metabolism. We show that GltR is a transcriptional repressor that is released from DNA upon phosphorylation.


Assuntos
ADP Ribose Transferases/genética , Proteínas de Bactérias/metabolismo , Toxinas Bacterianas/genética , Exotoxinas/genética , Regulação Bacteriana da Expressão Gênica , Gluconatos/metabolismo , Glucose/metabolismo , Proteínas de Transporte de Monossacarídeos/metabolismo , Proteínas Quinases/metabolismo , Pseudomonas aeruginosa/genética , Fatores de Virulência/genética , ADP Ribose Transferases/metabolismo , Proteínas de Bactérias/química , Toxinas Bacterianas/metabolismo , Sítios de Ligação , Exotoxinas/metabolismo , Regiões Promotoras Genéticas , Estrutura Terciária de Proteína , Pseudomonas aeruginosa/enzimologia , Pseudomonas aeruginosa/metabolismo , Proteínas Repressoras/metabolismo , Ativação Transcricional , Fatores de Virulência/metabolismo , Exotoxina A de Pseudomonas aeruginosa
13.
Environ Microbiol ; 17(9): 3251-62, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-25581266

RESUMO

Multi-drug resistant bacteria are a major threat to humanity, especially because the current battery of known antibiotics is not sufficient to combat infections produced by these microbes. Therefore, the study of how current antibiotics act and how bacteria defend themselves against antibiotics is of critical importance. Pseudomonas putida DOT-T1E exhibits an impressive array of RND efflux pumps, which confer this microorganism high resistance to organic solvents and antibiotics that would kill most other microorganisms. We have chosen DOT-T1E as a model microbe to study the microbial responses to a wide battery of antibiotics (chloramphenicol, rifampicin, tetracycline, ciprofloxacin, ampicillin, kanamycin, spectinomycin and gentamicin). Ribonucleic acid sequencing (RNA)-seq analyses revealed that each antibiotic provokes a unique transcriptional response profile in DOT-T1E. While many of the genes identified were related to known antibiotic targets, others were unrelated or encoded hypothetical proteins. These results indicate that our knowledge of antibiotic resistance mechanisms is still partial. We also identified 138 new small RNAs (sRNAs) in DOT-T1E, dramatically adding to the 16 that have been previously described. Importantly, our results reveal that a correlation exists between the expression of messenger RNA and sRNA, indicating that some of these sRNAs are likely involved in fine tuning the expression of antibiotic resistance genes. Taken together, these findings open new frontiers in the fight against multi-drug resistant bacteria and point to the potential use of sRNAs as novel antimicrobial targets.


Assuntos
Antibacterianos/farmacologia , Farmacorresistência Bacteriana Múltipla/genética , Pseudomonas putida/efeitos dos fármacos , Pequeno RNA não Traduzido/genética , Transcrição Gênica/efeitos dos fármacos , Pseudomonas putida/genética , RNA Mensageiro/genética , Solventes/farmacologia
14.
J Bacteriol ; 196(3): 588-94, 2014 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24244009

RESUMO

TtgV is a member of the IclR family of transcriptional regulators. This regulator controls its own expression and that of the ttgGHI operon, which encodes an RND efflux pump. TtgV has two domains: a GAF-like domain harboring the effector-binding pocket and a helix-turn-helix (HTH) DNA-binding domain, which are linked by a long extended helix. When TtgV is bound to DNA, a kink at residue 86 in the extended helix gives rise to 2 helices. TtgV contacts DNA mainly through a canonical recognition helix, but its three-dimensional structure bound to DNA revealed that two residues, R19 and S35, outside the HTH motif, directly contact DNA. Effector binding to TtgV releases it from DNA; when this occurs, the kink at Q86 is lost and residues R19 and S35 are displaced due to the reorganization of the turn involving residues G44 and P46. Mutants of TtgV were generated at positions 19, 35, 44, 46, and 86 by site-directed mutagenesis to further analyze their role. Mutant proteins were purified to homogeneity, and differential scanning calorimetry (DSC) studies revealed that all mutants, except the Q86N mutant, unfold in a single event, suggesting conservation of the three-dimensional organization. All mutant variants bound effectors with an affinity similar to that of the parental protein. R19A, S35A, G44A, Q86N, and Q86E mutants did not bind DNA. The Q86A mutant was able to bind to DNA but was only partially released from its target operator in response to effectors. These results are discussed in the context of intramolecular signal transmission from the effector binding pocket to the DNA binding domain.


Assuntos
Proteínas de Bactérias/metabolismo , Regulação Bacteriana da Expressão Gênica/fisiologia , Pseudomonas putida/metabolismo , Transdução de Sinais/fisiologia , Transcrição Gênica/fisiologia , Aminoácido N-Acetiltransferase , Proteínas de Bactérias/genética , DNA Bacteriano , Modelos Moleculares , Mutagênese Sítio-Dirigida , Mutação , Ligação Proteica , Conformação Proteica , Estabilidade Proteica , Pseudomonas putida/genética
15.
Environ Microbiol ; 16(5): 1267-81, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24373097

RESUMO

In Gram-negative bacteria, multidrug efflux pumps are responsible for the extrusion of chemicals that are deleterious for growth. Some of these efflux pumps are induced by endogenously produced effectors, while abiotic or biotic signals induce the expression of other efflux pumps. In Pseudomonas putida, the TtgABC efflux pump is the main antibiotic extrusion system that respond to exogenous antibiotics through the modulation of the expression of this operon mediated by TtgR. The plasmid-encoded TtgGHI efflux pump in P. putida plays a minor role in antibiotic resistance in the parental strain; however, its role is critical in isogenic backgrounds deficient in TtgABC. Expression of ttgGHI is repressed by the TtgV regulator that recognizes indole as an effector, although P. putida does not produce indole itself. Because indole is not produced by Pseudomonas, the indole-dependent antibiotic resistance seems to be part of an antibiotic resistance programme at the community level. Pseudomonas putida recognizes indole added to the medium or produced by Escherichia coli in mixed microbial communities. Transcriptomic analyses revealed that the indole-specific response involves activation of 43 genes and repression of 23 genes. Indole enhances not only the expression of the TtgGHI pump but also a set of genes involved in iron homeostasis, as well as genes for amino acid catabolism. In a ttgABC-deficient P. putida, background ampicillin and other bactericidal compounds lead to cell death. Co-culture of E. coli and P. putida ΔttgABC allowed growth of the P. putida mutant in the presence of ampicillin because of induction of the indole-dependent efflux pump.


Assuntos
Proteínas de Bactérias/metabolismo , Farmacorresistência Bacteriana , Indóis/farmacologia , Proteínas de Membrana Transportadoras/metabolismo , Pseudomonas putida/efeitos dos fármacos , Antibacterianos/metabolismo , Antibacterianos/farmacologia , Proteínas de Bactérias/genética , Farmacorresistência Bacteriana/genética , Escherichia coli/metabolismo , Indóis/metabolismo , Proteínas de Membrana Transportadoras/genética , Pseudomonas putida/genética , Pseudomonas putida/metabolismo , Transdução de Sinais , Transcrição Gênica/efeitos dos fármacos
16.
Microb Biotechnol ; 17(6): e14504, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38850271

RESUMO

This article emphasizes the significant role of environmental factors in shaping the plant microbiome, highlighting how bacterial and fungal communities influence plant responses to water stress, and how environmental factors shape fungal communities in crops. Furthermore, recent studies describe how different genotypes and levels of water stress affect the composition of bacterial communities associated with quinoa plants, as well as the relationship between environmental factors and the structure of fungal communities in apple fruit. These findings underscore the importance of understanding plant microbiome dynamics in developing effective crop protection strategies and improving agricultural sustainability with the objective of advance towards a microbiome-based strategy which allows us to improve crop tolerance to abiotic stresses.


Assuntos
Bactérias , Fungos , Microbiota , Fungos/genética , Fungos/fisiologia , Fungos/classificação , Bactérias/genética , Bactérias/classificação , Bactérias/metabolismo , Chenopodium quinoa/microbiologia , Malus/microbiologia , Plantas/microbiologia , Estresse Fisiológico , Meio Ambiente , Produtos Agrícolas/microbiologia
17.
Environ Microbiol ; 20(7): 2334-2336, 2018 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-29943457
18.
Microbiol Spectr ; : e0504522, 2023 Mar 14.
Artigo em Inglês | MEDLINE | ID: mdl-36916921

RESUMO

Within bacterial communities, community members engage in interactions employing diverse offensive and defensive tools to reach coexistence. Extracellular-matrix production and sporulation are defensive mechanisms used by Bacillus subtilis cells when they interact with Pseudomonas chlororaphis strains expressing a type VI secretion system (T6SS). Here, we define Tse1 as the main toxin mobilized by the Pseudomonas chlororaphis T6SS that triggers sporulation in Bacillus subtilis. We characterize Tse1 as a peptidoglycan hydrolase that indirectly alters the dynamics and functionality of the Bacillus cell membrane. We also delineate the response of Bacillus cells to Tse1, which through the coordinated actions of the extracellular sigma factor σW and the cytoplasmic histidine kinases KinA and KinB, culminates in activation of the sporulation cascade. We propose that this cellular developmental response permits bacilli to defend against the toxicity of T6SS-mobilized Tse1 effector. IMPORTANCE The study of bacterial interactions is helping to define species-specific strategies used to modulate the competition dynamics underlying the development of community compositions. In this study, we deciphered the role of Pseudomonas T6SS when competing with Bacillus and the mechanism by which a T6SS-toxin modifies Bacillus physiology. We found that Pseudomonas triggers Bacillus sporulation by injecting through T6SS a toxin that we called Tse1. We found that Tse1 is a hydrolase that degrades Bacillus peptidoglycan and indirectly damages Bacillus membrane functionality. In addition, we demonstrated the mechanism by which Bacillus cells increase the sporulation rate upon recognition of the presence of Tse1. Interestingly, asporogenic Bacillus cells are more sensitive to T6SS activity, which led us to propose sporulation as a last resort of bacilli to overcome this family of toxins.

19.
Antimicrob Agents Chemother ; 56(2): 1001-9, 2012 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-22143519

RESUMO

Pseudomonas putida KT2440 is a chloramphenicol-resistant bacterium that is able to grow in the presence of this antibiotic at a concentration of up to 25 µg/ml. Transcriptomic analyses revealed that the expression profile of 102 genes changed in response to this concentration of chloramphenicol in the culture medium. The genes that showed altered expression include those involved in general metabolism, cellular stress response, gene regulation, efflux pump transporters, and protein biosynthesis. Analysis of a genome-wide collection of mutants showed that survival of a knockout mutant in the TtgABC resistance-nodulation-division (RND) efflux pump and mutants in the biosynthesis of pyrroloquinoline (PQQ) were compromised in the presence of chloramphenicol. The analysis also revealed that an ABC extrusion system (PP2669/PP2668/PP2667) and the AgmR regulator (PP2665) were needed for full resistance toward chloramphenicol. Transcriptional arrays revealed that AgmR controls the expression of the pqq genes and the operon encoding the ABC extrusion pump from the promoter upstream of open reading frame (ORF) PP2669.


Assuntos
Antibacterianos/farmacologia , Proteínas de Bactérias/metabolismo , Cloranfenicol/farmacologia , Farmacorresistência Bacteriana , Regulação Bacteriana da Expressão Gênica , Pseudomonas putida/efeitos dos fármacos , Proteínas de Bactérias/genética , Meios de Cultura , Elementos de DNA Transponíveis , Perfilação da Expressão Gênica , Testes de Sensibilidade Microbiana , Mutação , Análise de Sequência com Séries de Oligonucleotídeos , Pseudomonas putida/genética , Pseudomonas putida/crescimento & desenvolvimento , Pseudomonas putida/metabolismo , Transcriptoma
20.
IEEE Trans Pattern Anal Mach Intell ; 44(11): 8167-8182, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-34529562

RESUMO

Deep neural networks have been tremendously successful at segmenting objects in images. However, it has been shown they still have limitations on challenging problems such as the segmentation of medical images. The main reason behind this lower success resides in the reduced size of the object in the image. In this paper we overcome this limitation through a cyclic collaborative framework, CyCoSeg. The proposed framework is based on a deep active shape model (D-ASM), which provides prior information about the shape of the object, and a semantic segmentation network (SSN). These two models collaborate to reach the desired segmentation by influencing each other: SSN helps D-ASM identify relevant keypoints in the image through an Expectation Maximization formulation, while D-ASM provides a segmentation proposal that guides the SSN. This cycle is repeated until both models converge. Extensive experimental evaluation shows CyCoSeg boosts the performance of the baseline models, including several popular SSNs, while avoiding major architectural modifications. The effectiveness of our method is demonstrated on the left ventricle segmentation on two benchmark datasets, where our approach achieves one of the most competitive results in segmentation accuracy. Furthermore, its generalization is demonstrated for lungs and kidneys segmentation in CT scans.


Assuntos
Algoritmos , Processamento de Imagem Assistida por Computador , Processamento de Imagem Assistida por Computador/métodos , Redes Neurais de Computação , Tomografia Computadorizada por Raios X
SELEÇÃO DE REFERÊNCIAS
DETALHE DA PESQUISA