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The alveoli, critical sites for gas exchange in the lungs, comprise alveolar epithelial cells and pulmonary capillary endothelial cells. Traditional experimental models rely on porous polyethylene terephthalate or polycarbonate membranes, which restrict direct cell-to-cell contact. To address this limitation, we developed AlveoMPU, a new foam-based mortar-like polyurethane-formed alveolar model that facilitates direct cell-cell interactions. AlveoMPU features a unique anisotropic mortar-shaped configuration with larger pores at the top and smaller pores at the bottom, allowing the alveolar epithelial cells to gradually extend toward the bottom. The underside of the film is remarkably thin, enabling seeded pulmonary microvascular endothelial cells to interact with alveolar epithelial cells. Using AlveoMPU, it is possible to construct a bilayer structure mimicking the alveoli, potentially serving as a model that accurately simulates the actual alveoli. This innovative model can be utilized as a drug-screening tool for measuring transepithelial electrical resistance, assessing substance permeability, observing cytokine secretion during inflammation, and evaluating drug efficacy and pharmacokinetics.
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BACKGROUND: This study aimed to examine whether the coefficient of variation (CV) in the hepatobiliary-phase (HBP) of Gd-EOB-DTPA-MRI could be an independent predictive factor for tumor progression. METHODS: Patients who underwent Gd-EOB-DTPA-MRI before Atezolizumab/bevacizumab therapy at six affiliated institutions between 2018 and 2022 were included. CV for each patient was calculated as the mean value for up to five tumors larger than 10 mm, and CV of the whole tumor was calculated using LIFEx software. The tumor response was evaluated within 6-10 weeks. The primary endpoint was to investigate the predictive factors, including CV, related to tumor progression using logistic regression analysis. The secondary endpoints were tumor response rate and progression-free survival (PFS) based on CV. RESULTS: Of the 46 enrolled patients, 13 (28.3%) underwent early progressive disease. Multivariate analysis revealed that a high CV (≥0.22) was an independent predictive factor for tumor progression (p = 0.043). Patients with a high CV had significantly frequent PD than those with a low CV (43.5 vs. 13.0%, p = 0.047). Patients with a high CV tended to have shorter PFS than those with a low CV (3.5 vs. 6.7 months, p = 0.071). CONCLUSION: Quantitative analysis using CV in the HBP of Gd-EOB-DTPA-MRI may be useful for predicting tumor progression for atezolizumab/bevacizumab therapy.
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Feeding behaviors are determined by two main factors. One is the internal state, such as hunger or previous experiences; the other is external factors, such as sensory stimulation. During starvation, animals must balance food-seeking behavior with energy conservation. The fruit fly, Drosophila melanogaster, serves as a useful model for studying food selectivity and various behaviors related to food intake. However, few studies have directly connected food selectivity with other behaviors, such as locomotor activity and sleep. In this study, we report that flies exhibited a preference for specific positions and spent more time in the proximity of sweet sugars, such as sucrose and sucralose, but not non-sweet and nutritious sugars like xylitol and sorbitol. On the other hand, prolonged exposure to sorbitol increased the staying time of flies in the proximity of sorbitol. Additionally, after starvation, flies immediately exhibited a position preference in the proximity of sorbitol. These findings suggest that flies prefer the proximity of sweet food, and starvation alters their preference for nutritious food, which may be beneficial for their survival.
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Drosophila melanogaster , Conducta Alimentaria , Azúcares , Animales , Drosophila melanogaster/fisiología , Conducta Alimentaria/fisiología , Inanición , Preferencias Alimentarias/fisiología , Sorbitol/farmacología , Sacarosa/metabolismoRESUMEN
Many animals use multicomponent sex pheromones for mating, but the specific function and neural processing of each pheromone component remain unclear. The cockroach Periplaneta americana is a model for studying sex pheromone communication, and an adult female emits major and minor sex pheromone components, periplanone-B and -A (PB and PA), respectively. Attraction and courtship behaviors (wing-raising and abdominal extension) are strongly expressed when adult males are exposed to PB but weakly expressed when they are exposed to PA. When major PB is presented together with minor PA, behaviors elicited by PB were impaired, indicating that PA can both promote and suppress courtship behaviors depending on the pheromonal context. In this study, we identified the receptor genes for PA and PB and investigated the effects of knocking down each receptor gene on the activities of PA- and PB-responsive sensory neurons (PA- and PB-SNs), and their postsynaptic interneurons, and as well as effects on courtship behaviors in males. We found that PB strongly and PA weakly activate PB-SNs and their postsynaptic neurons, and activation of the PB-processing pathway is critical for the expression of courtship behaviors. PA also activates PA-SNs and the PA-processing pathway. When PA and PB are simultaneously presented, the PB-processing pathway undergoes inhibitory control by the PA-processing pathway, which weakens the expression of courtship behaviors. Our data indicate that physiological interactions between the PA- and PB-processing pathways positively and negatively mediate the attraction and courtship behaviors elicited by sex pheromones.
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The myxobacteria are an attractive bioresource for bioactive compounds since the large size genome contains many biosynthetic gene clusters of secondary metabolites. The genome of the myxobacterium Melittangium boletus contains three biosynthetic gene clusters for lanthipeptide production. One of the gene clusters includes genes coding lanthipeptide precursor (melA), class II lanthipeptide synthetase (melM), and transporter (melT). The amino acid sequence of melA indicated similarity with that of known lanthipeptides mersacidin and lichenicidin A1 by the alignment. To perform heterologous production of new lanthipeptides, the expression vector containing the essential genes (melA and melM) was constructed by utilizing codon-optimized synthetic genes. The co-expression of two genes in the host bacterial cells of Escherichia coli BL21 (DE3) afforded new lanthipeptides named melittapeptins A-C. The structures of melittapeptins A-C including lanthionine/methyllanthionine bridge pattern were proposed based on protease digestion and MS/MS experiments. The native strain of M. boletus did not produce melittapeptins A-C, so heterologous production using the biosynthetic gene cluster was effective in obtaining the lanthipeptides. Melittapeptins A-C showed specific and potent antibacterial activity to the Gram-positive bacterium Micrococcus luteus. To the best of our knowledge, this is the first report of antibacterial lanthipeptides derived from myxobacterial origin. KEY POINTS: ⢠New lanthipeptides melittapeptins were heterologously produced in Escherichia coli. ⢠Melittapeptins showed specific antibacterial activity against Micrococcus luteus. ⢠Melittapeptins were the first antibacterial lanthipeptides of myxobacterial origin.
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Bacteriocinas , Myxococcales , Espectrometría de Masas en Tándem , Bacteriocinas/genética , Bacteriocinas/farmacología , Secuencia de Aminoácidos , Antibacterianos/metabolismo , Myxococcales/genética , Myxococcales/metabolismo , Escherichia coli/genética , Escherichia coli/metabolismoRESUMEN
Patulin is a toxic secondary metabolite synthesized by various fungal strains. This mycotoxin is generally toxic to microorganisms as well as mammals due to its reactivity with the important cellular antioxidant glutathione. In this study, we explored the presence of microorganisms capable of degrading patulin. Microorganisms were screened for the ability to both grow in culture medium containing patulin and reduce its concentration. Screening of 510 soil samples resulted in the isolation of two filamentous fungal strains, one of which, Acremonium sp. TUS-MM1 was characterized in detail. Liquid chromatography-mass spectrometry and nuclear magnetic resonance analyses revealed that TUS-MM1 cells degraded patulin to desoxypatulinic acid. In addition, extracellular components of strain TUS-MM1 also exhibited patulin-transforming activity. High-performance liquid chromatography analysis revealed that the extracellular components generated several products from patulin. Disc diffusion assay using Escherichia coli cells revealed that the patulin-transformation products by the extracellular components are less toxic than patulin. We also demonstrated that a thermostable, low-molecular-weight compound within the extracellular components was responsible for the patulin-transforming activity. These results suggest that strain TUS-MM1 transforms patulin into less-toxic molecules by secreting a highly reactive compound. In addition, once patulin enters the cells, strain TUS-MM1 can transform it into desoxypatulinic acid to reduce its toxicity.
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Patulina , Animales , Hongos , Antioxidantes , Transporte Biológico , Cromatografía Líquida de Alta Presión , Escherichia coli , MamíferosRESUMEN
Lipolanthine is a subclass of lanthipeptide that has the modification of lipid moiety at the N-terminus. A cryptic biosynthetic gene cluster comprising four genes (sinA, sinKC, sinD, and sinE) involved in the biosynthesis of lipolanthine was identified in the genome of an actinobacterium Sinosporangium siamense. Heterologous coexpression of a precursor peptide coding gene sinA and lanthipeptide synthetase coding gene sinKC in the host Escherichia coli strain BL21(DE3) resulted in the synthesis of a new lanthipeptide, sinosporapeptin. It contained unusual amino acids, including one labionin and two dehydrobutyrine residues, as determined using NMR and MS analyses. Another coexpression experiment with two additional genes of decarboxylase (sinD) and N-acetyl transferase (sinE) resulted in the production of a lipolanthine-like modified sinosporapeptin.
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Actinobacteria , Familia de Multigenes , Péptidos , Familia de Multigenes/genética , Péptidos/química , Péptidos/genética , Péptidos/metabolismo , Actinobacteria/genética , Actinobacteria/metabolismo , Genes Bacterianos/genética , Escherichia coli/genética , Aminoácidos/química , Modelos Moleculares , Estructura Terciaria de Proteína , Antibacterianos/metabolismo , Antibacterianos/farmacología , Bacterias/efectos de los fármacos , TranscriptomaRESUMEN
Aflatoxins are toxic secondary metabolites produced by some aspergilli, including Aspergillus flavus. Recently, ethanol has attracted attention as an agent for the control of aflatoxin contamination. However, as aflatoxin biosynthesis utilizes acetyl coenzyme A, ethanol may be conversely exploited for aflatoxin production. Here, we demonstrated that not only the 13C of labeled ethanol, but also that of labeled 2-propanol, was incorporated into aflatoxin B1 and B2, and that ethanol and 2-propanol upregulated aflatoxin production at low concentrations (<1% and <0.6%, respectively). In the alcohol dehydrogenase gene adh1 deletion mutant, the 13C incorporation of labeled ethanol, but not labeled 2-propanol, into aflatoxin B1 and B2 was attenuated, indicating that the alcohols have different utilization pathways. Our results show that A. flavus utilizes ethanol and 2-propanol as carbon sources for aflatoxin biosynthesis and that adh1 indirectly controls aflatoxin production by balancing ethanol production and catabolism.
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Lactococcus lactis strains are used as starter cultures in the production of fermented dairy and vegetable foods, but the species also occurs in other niches such as plant material. Lactococcus lactis subsp. lactis G50 (G50) is a plant-derived strain and potential candidate probiotics. Western blotting of cell-wall proteins using antibodies generated against whole G50 cells detected a 120-kDa protein. MALDI-TOF MS analysis identified it as YwfG, a Leu-Pro-any-Thr-Gly cell-wall-anchor-domain-containing protein. Based on a predicted domain structure, a recombinant YwfG variant covering the N-terminal half (aa 28-511) of YwfG (YwfG28-511) was crystallized and the crystal structure was determined. The structure consisted of an L-type lectin domain, a mucin-binding protein domain, and a mucus-binding protein repeat. Recombinant YwfG variants containing combinations of these domains (YwfG28-270, YwfG28-336, YwfG28-511, MubR4) were prepared and their interactions with monosaccharides were examined by isothermal titration calorimetry; the only interaction observed was between YwfG28-270, which contained the L-type lectin domain, and d-mannose. Among four mannobioses, α-1,2-mannobiose had the highest affinity for YwfG28-270 (dissociation constant = 34 µM). YwfG28-270 also interacted with yeast mannoproteins and yeast mannan. Soaking of the crystals of YwfG28-511 with mannose or α-1,2-mannobiose revealed that both sugars bound to the L-type lectin domain in a similar manner, although the presence of the mucin-binding protein domain and the mucus-binding protein repeat within the recombinant protein inhibited the interaction between the L-type lectin domain and mannose residues. Three of the YwfG variants (except MubR4) induced aggregation of yeast cells. Strain G50 also induced aggregation of yeast cells, which was abolished by deletion of ywfG from G50, suggesting that surface YwfG contributes to the interaction with yeast cells. These findings provide new structural and functional insights into the interaction between L. lactis and its ecological niche via binding of the cell-surface protein YwfG with mannose.
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Lactococcus lactis , Manosa , Manosa/metabolismo , Lactococcus lactis/genética , Lactococcus lactis/metabolismo , Proteínas de la Membrana/metabolismo , Saccharomyces cerevisiae , Lectinas/metabolismo , Mucinas/metabolismoRESUMEN
The thermophilic bacterium Thermosporothrix hazakensis belongs to a class of Ktedonobacteria in the phylum Chloroflexota. Lanthipeptides are a naturally occurring peptide group that contains antibacterial compounds such as nisin. To find a new lanthipeptide that is a possible candidate for an antibacterial reagent, we performed genome-mining of T. hazakensis and heterologous expression experiments. Based on genome-mining, the presence of a total of ten putative biosynthetic gene clusters for class I and class II lanthipeptides was indicated from the genome sequence of T. hazakensis. New lanthipeptides named hazakensins A and B were produced by heterologous expression of a class I lanthipeptide biosynthetic gene cluster in the expression host Escherichia coli. Co-expression of the biosynthetic gene cluster with tRNA-Glu and glutamyl-tRNA synthetase coding genes derived from T. hazakensis increased the production yield of both lanthipeptides by about 4-6 times. The chemical structures of hazakensins A and B including the bridging pattern of lanthionine/methyllanthionine rings were determined by NMR and MS experiments. Since production of hazakensins A and B was not observed in the native strain T. hazakensis, heterologous production was an effective method to obtain the lanthipeptides derived from the biosynthetic gene cluster. This is the first report of heterologous production of class I lanthipeptides originating from the filamentous green non-sulfur bacteria, to the best of our knowledge. The success of heterologous production of hazakensins may lead to the discovery and development of new lanthipeptides derived from the origins of bacteria in the phylum Chloroflexota.
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Chloroflexi , Bacterias , Familia de Multigenes , Antibacterianos , Escherichia coli/genéticaRESUMEN
[This corrects the article DOI: 10.1055/a-1793-9439.].
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Background and study aims Because the endoscopic treatment for non-ampullary duodenal adenoma (NADA) has a non-negligible risk of adverse events (AEs), a safe and easy treatment for NADA is desirable. This was a multicenter prospective trial evaluating the efficacy and safety of cold forceps polypectomy (CFP) for diminutive NADAs. Patients and methods This study was prospectively conducted at six general hospitals and one university hospital. The inclusion criteria were histologic and endoscopic diagnosis of low-grade NADA measuringâ≤â6âmm. A second endoscopy was scheduled for 1 month after CFP. After confirmation of the success of CFP, 6-month and 12-month surveillance endoscopies were scheduled. The primary endpoint was the endoscopic and histologic disease disappearance rates at the 12-month endoscopy. Results Thirty-nine lesions from 38 patients were prospectively included. Median tumor size at enrollment was 5âmm (range 3-6âmm). There were four cases of remnant lesions at the second endoscopy, and the lesion disappearance rate of single CFP was 89.7â% (35â/39; 95â% confidence interval (CI), 76.9â%-97.9â%). In three cases, complete removal of the lesion was achieved with a single re-CFP, but one case required four repeat CFPs. The lesion disappearance rate at 12-month endoscopy was 97.4â% (38â/39; 95â%CI, 86.8â%-99.5â%). During the follow-up period, no AEs related to CFP were observed. Conclusions CFP for NADAâ≤â6âmm was safe and effective in this study. This common endoscopic method to remove lesions may be an option for treatment of diminutive NADAs.
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Octopamine regulates various physiological phenomena including memory, sleep, grooming and aggression in insects. In Drosophila, four types of octopamine receptors have been identified: Oamb, Oct/TyrR, OctßR and Octα2R. Among these receptors, Octα2R was recently discovered and pharmacologically characterized. However, the effects of the receptor on biological functions are still unknown. Here, we showed that Octα2R regulated several behaviors related to octopamine signaling. Octα2R hypomorphic mutant flies showed a significant decrease in locomotor activity. We found that Octα2R expressed in the pars intercerebralis, which is a brain region projected by octopaminergic neurons, is involved in control of the locomotor activity. Besides, Octα2R hypomorphic mutants increased time and frequency of grooming and inhibited starvation-induced hyperactivity. These results indicated that Octα2R expressed in the central nervous system is responsible for the involvement in physiological functions.
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Proteínas de Drosophila , Drosophila melanogaster , Adrenérgicos/farmacología , Animales , Drosophila , Proteínas de Drosophila/genética , Octopamina/farmacología , Receptores de Amina BiogénicaRESUMEN
AIMS: The aim of this study was to utilize a cryptic biosynthetic gene cluster (BGC) of a marine proteobacterium Thalassomonas actiniarum for production of new lanthipeptides by heterologous expression system. METHODS AND RESULTS: Based on genome mining, a new BGC of class I lanthipeptide was found in the genome sequence of a marine proteobacterium T. actiniarum. Molecular cloning was performed to construct an expression vector derived from commercially available plasmid pET-41a(+). Heterologous production of new lanthipeptides named thalassomonasins A and B was performed using the host Escherichia coli BL21(DE3) harbouring the expression vector. The structure of thalassomonasin A was determined by the interpretation of NMR and MS data. As a result, thalassomonasin A was determined to be a lanthipeptide with three units of lanthionine. The bridging pattern of the lanthionine rings in thalassomonasin A was determined by interpretation of NOESY data. The structure of thalassomonasin B was proposed by MS/MS experiment. CONCLUSIONS: We succeeded in heterologous production of new class I lanthipeptides using a BGC of a marine proteobacterium T. actiniarum. SIGNIFICANCE AND IMPACT OF THE STUDY: To the best of our knowledge, this is the first report of heterologous production of lanthipeptides derived from proteobacterial origin. There are many cryptic biosynthetic gene clusters (BCGs) of this class of lanthipeptides in proteobacterial genomes. This study may lead to the production of new lanthipeptides by utilizing the BCGs.
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Familia de Multigenes , Espectrometría de Masas en Tándem , Clonación Molecular , Escherichia coli , GammaproteobacteriaRESUMEN
Screening for microorganisms that inhibit aflatoxin production from environments showed that Penicillium citrinum inhibited aflatoxin production by Aspergillus parasiticus. The inhibitory substance in the culture medium of P. citrinum was confirmed to be citrinin (CTN). RT-PCR analyses showed that CTN did not inhibit expressions of aflatoxin biosynthetic genes (aflR, pksL1, and fas-1) of A. parasiticus, whereas feeding experiments using A. parasiticus showed that CTN inhibited the in vivo conversion of dihydrosterigmatocystin to AFB2·AFG2. These results suggest that CTN inhibits a certain post-transcriptional step in aflatoxin biosynthesis. CTN in the culture medium of A. parasiticus was found to be decreased or lost with time, suggesting that a certain metabolite produced by A. parasiticus is the cause of the CTN decrease; we then purified, characterized, and then analyzed the substance. Physico-chemical analyses confirmed that the metabolite causing a decrease in CTN fluorescence was kojic acid (KA) and the resulting product was identified as a novel substance: (1R,3S,4R)-3,4-dihydro-6,8-dihydroxy-1-(3-hydroxy-6-(hydroxymethyl)-4-oxo-4H-pyran-2-yl)-3,4,5-trimethyl-1H-isochromene-7-carboxylic acid, which was named "CTN-KA adduct". Our examination of the metabolites' toxicities revealed that unlike CTN, the CTN-KA adduct did not inhibit aflatoxin production by A. parasiticus. These results indicate that CTN's toxicity was alleviated with KA by converting CTN to the CTN-KA adduct.
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New antimicrobial agents are urgently needed to combat the emergence and spread of multidrug-resistant bacteria. Activating the cryptic biosynthetic gene clusters for actinomycete secondary metabolites can provide essential clues for research into new antimicrobial agents. An effective method for this purpose is based on drug resistance selection. This report describes interesting results for drug resistance selection using antibiotics that target DNA replication and can effectively potentiate secondary metabolite production by actinomycetes. Ofloxacin-resistant mutants were isolated from five different streptomycetes. Ofloxacin is an antibiotic that binds to DNA complexes and type II topoisomerase, causing double-stranded breaks in bacterial chromosomes. Physiological and genetic characterization of the mutants revealed that the development of ofloxacin resistance in streptomycetes leads to the emergence of various types of secondary metabolite-overproducing strains. In Streptomyces coelicolor A3(2), ofloxacin-resistant mutants that overproduced actinorhodin, undecylprodigiosin, or carotenoid were identified. An ofloxacin-resistant mutant that overproduces methylenomycin A, whose biosynthetic gene cluster is located on the endogenous plasmid, SCP1, also was isolated. These observations indicate that ofloxacin resistance activates biosynthetic genes on both chromosomes and endogenous plasmids. We also identified the mutations that are probably involved in the phenotype of ofloxacin resistance and secondary metabolite overproduction in S. coelicolor A3(2). Furthermore, we observed an interesting phenomenon in which several ofloxacin-resistant mutants overproduced antibiotics in the presence of ofloxacin. Based on these results, we present the unique physiological and genetic characteristics of ofloxacin-resistant Streptomyces mutants and discuss the importance and potential development of the new findings. IMPORTANCE The abuse or overuse of antibacterial agents for therapy and animal husbandry has caused an increased population of antimicrobial-resistant bacteria in the environment. Consequently, fewer effective antimicrobials are now available. Due to the depleted antibiotic pipeline, pandemic outbreaks caused by antimicrobial-resistant bacteria are deeply concerning, and the development of new antibiotics is now an urgent issue. Promising sources of antimicrobial agents include cryptic biosynthetic gene clusters for secondary metabolites in streptomycetes and rare actinomycetes. This study's significance is the development of an unprecedented activation method to accelerate drug discovery research on a global scale. The technique developed in this study could allow for simultaneous drug discovery in different countries, maximizing the world's microbial resources.
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Farmacorresistencia Bacteriana , Ofloxacino , Streptomyces coelicolor , Streptomyces , Antibacterianos/farmacología , Familia de Multigenes , Ofloxacino/farmacología , Streptomyces/genética , Streptomyces/fisiología , Streptomyces coelicolor/genética , Streptomyces coelicolor/fisiologíaRESUMEN
Sleep and metabolism are closely related and nutritional elements such as sugars and amino acids are known to regulate sleep differently. Here we comprehensively investigated the effects of D-amino acids fed in the diet on the sleep of Drosophila melanogaster. Among 19 amino acids examined, both D-serine (Ser) and D-glutamine (Gln) induced a significant increase in sleep amount and the effect of D-Ser was the largest at the same concentration of 1% of the food. The effects were proportional to its concentration and significant above 0.5% (about 50 mM). D-Ser is known to bind NR1 subunit of NMDA type glutamate receptor (NMDAR) and activate it. D-Ser did not increase the sleep of the NR1 hypomorphic mutant flies indicating its effects on sleep is mediated by NMDAR. In addition, hypomorphic mutants of D-amino acid oxidase (Daao1), which catabolizes D-amino acids and its disruption is known to increase D-Ser in the brain, showed increase in sleep. These results altogether suggested that D-Ser activated NMDAR in the brain thus increase sleep, and that D-Ser work physiologically to regulate sleep.
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Aminoácidos/farmacología , Drosophila melanogaster/fisiología , Sueño/fisiología , Animales , Drosophila melanogaster/efectos de los fármacos , Conducta Alimentaria , Masculino , Mutación/genética , Receptores de N-Metil-D-Aspartato/metabolismo , Sueño/efectos de los fármacosRESUMEN
Ovarian cancer cell dissemination can lead to the mortality of patients with advanced ovarian cancer. Complete surgery for no gross residual disease contributes to a more favorable prognosis than that of patients with residual disease. HCFs have highly regular porous structures and their 3D porous structures act as scaffolds for cell adhesion. HCFs are fabricated from biodegradable polymers and have been widely used in tissue engineering. This study aimed to show that HCFs suppress tumor growth in an in vivo ovarian cancer model. The HCF pore sizes had a significant influence on tumor growth inhibition, and HCFs induced morphological changes that rounded out ovarian cancer cells. Furthermore, we identified gene ontology (GO) terms and clusters of genes downregulated by HCFs. qPCR analysis demonstrated that a honeycomb structure downregulated the expression of CXCL2, FOXC1, MMP14, and SNAI2, which are involved in cell proliferation, migration, invasion, angiogenesis, focal adhesion, extracellular matrix (ECM), and epithelial-mesenchymal transition (EMT). Collectively, HCFs induced abnormal focal adhesion and cell morphological changes, subsequently inhibiting the differentiation, proliferation and motility of ovarian cancer cells. Our data suggest that HCFs could be a novel device for inhibiting residual tumor growth after surgery, and could reduce surgical invasiveness and improve the prognosis for patients with advanced ovarian cancer.
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Low-resolution electron density maps can pose a major obstacle in the determination and use of protein structures. Herein, we describe a novel method, called quality assessment based on an electron density map (QAEmap), which evaluates local protein structures determined by X-ray crystallography and could be applied to correct structural errors using low-resolution maps. QAEmap uses a three-dimensional deep convolutional neural network with electron density maps and their corresponding coordinates as input and predicts the correlation between the local structure and putative high-resolution experimental electron density map. This correlation could be used as a metric to modify the structure. Further, we propose that this method may be applied to evaluate ligand binding, which can be difficult to determine at low resolution.
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Proteínas/química , Cristalografía por Rayos X/métodos , Aprendizaje Automático , Redes Neurales de la ComputaciónRESUMEN
The ω-ester-containing peptides (OEPs) are a group of ribosomally synthesized and post-translationally modified peptides (RiPPs). The biosynthetic gene clusters of ω-ester-containing peptides commonly include ATP-grasp ligase coding genes and are distributed over the genomes of a wide variety of bacteria. A new biosynthetic gene cluster of ω-ester-containing peptides was found in the genome sequence of the marine proteobacterium Marinomonas fungiae. Heterologous production of a new tricyclic peptide named marinomonasin was accomplished using the biosynthetic gene cluster in Escherichia coli expression host strain BL21(DE3). By ESI-MS and NMR experiments, the structure of marinomonasin was determined to be a tricyclic peptide 18 amino acids in length with one ester and two isopeptide bonds in the molecule. The bridging patterns of the three intramolecular bonds were determined by the interpretation of HMBC and NOESY data. The bridging pattern of marinomonasin was unprecedented in the ω-ester-containing peptide group. The results indicated that the ATP-grasp ligase for the production of marinomonasin was a novel enzyme possessing bifunctional activity to form one ester and two isopeptide bonds. KEY POINTS: ⢠New tricyclic peptide marinomonasin was heterologously produced in Escherichia coli. ⢠Marinomonasin contained one ester and two isopeptide bonds in the molecule. ⢠The bridging pattern of intramolecular bonds was novel.