RESUMEN
3-Alkyl-3-hydroxyoxindoles, a subclass of oxindole products, have antioxidant, neuroprotective, anticancer, and anti-HIV activities. In this study, a green and economical protocol for the synthesis of 3-alkyl-3-hydroxyoxindoles is developed for the first time via α-alkylation-α-hydroxylation of oxindole with benzyl alcohols without using any transition-metal catalysts in yields of 29-93%.
Asunto(s)
Alcoholes , Alquilación , Hidroxilación , Estructura Molecular , OxindolesRESUMEN
CD154, a member of the TNF superfamily, is a multifunctional molecule highly expressed in activated T cells, and plays important roles in T cell-dependent humoral immune response. In this study, CD154 of Nile tilapia (Oreochromis niloticus) was identified, and its functions in the T cell-dependent immune response were demonstrated. The open reading frame (ORF) of OnCD154 is 699 bp, encoding a protein of 232 amino acids with a 23 amino acid transmembrane region. Amino acid sequence of OnCD154 is highly homologous to that of other teleost fish, especially rainbow trout. Quantitative real-time PCR (qRT-PCR) demonstrated that mRNA of OnCD154 is highly expressed in immune organs, especially in spleen, thymus, gills, head kidney, etc. In addition, the anti-OnCD154 polyclonal antibody (anti-(r)OnCD154) was successfully prepared, and it can react with natural protein in head kidney leukocytes. Following two immunizations with keyhole limpet hemocyanin (KLH) in vivo, the significantly up-regulated expression level of OnCD154 mRNA appeared earlier (fifth day) and higher (42.9 folds) in the second challenge than the first on in head kidney. Further, after stimulation with KLH in vitro, the expressions of T cell-dependent immune response-related molecules (activated T cell specific surface molecules CD3ε and CD154) and B cell differentiation-related molecules (Blimp1 and sIgM) and CD40 were significantly up-regulated in head kidney leukocytes. Moreover, the up-regulated expressions of these molecules were blocked with the treatment of anti-(r)OnCD154 antibody. Taken together, these results indicate that OnCD154 might get involved in T cell-dependent immune response, and provide a new insight into the humoral immune response of teleost fish.
Asunto(s)
Ligando de CD40/genética , Ligando de CD40/inmunología , Cíclidos/genética , Cíclidos/inmunología , Enfermedades de los Peces/inmunología , Regulación de la Expresión Génica/inmunología , Inmunidad Humoral/genética , Secuencia de Aminoácidos , Animales , Secuencia de Bases , Ligando de CD40/química , Femenino , Proteínas de Peces/química , Proteínas de Peces/genética , Proteínas de Peces/inmunología , Perfilación de la Expresión Génica/veterinaria , Filogenia , Alineación de Secuencia/veterinaria , TranscriptomaRESUMEN
In this study, the exopolysaccharides of Chlorella sp. (CEP) were isolated to obtain the purified fraction CEP4. Characterization results showed that CEP4 was a sulfated heteropolysaccharide. The main monosaccharide components of CEP4 are glucosamine hydrochloride (40.8%) and glucuronic acid (21.0%). The impact of CEP4 on the immune activity of RAW264.7 macrophage cytokines was detected, and the results showed that CEP4 induced the production of nitric oxide (NO), TNF-α, and IL-6 in a dose-dependent pattern within a range of 6 µg/mL. A total of 4824 differentially expressed genes (DEGs) were obtained from the results of RNA-seq. Gene enrichment analysis showed that immune-related genes such as NFKB1, IL-6, and IL-1ß were significantly upregulated, while the genes RIPK1 and TLR4 were significantly downregulated. KEGG pathway enrichment analysis showed that DEGs were significantly enriched in immune-related biological processes, including toll-like receptor (TLR) signaling pathway, cytosolic DNA-sensing pathway, and C-type lectin receptor signaling pathway. Protein-protein interaction (PPI) network analysis showed that HSP90AB1, Rbx1, ISG15, Psmb6, Psmb3, Psmb8, PSMA7, Polr2f, Rpsa, and NEDD8 were the hub genes with an essential role in the immune activity of CEP4. The preliminary results of the present study revealed the potential mechanism of CEP4 in the immune regulation of RAW264.7 macrophages, suggesting that CEP4 is a promising immunoregulatory agent.
Asunto(s)
Antiinflamatorios/farmacología , Chlorella/metabolismo , Perfilación de la Expresión Génica , Macrófagos/efectos de los fármacos , Polisacáridos/farmacología , Transcriptoma , Animales , Antiinflamatorios/aislamiento & purificación , Regulación de la Expresión Génica , Redes Reguladoras de Genes , Mediadores de Inflamación/metabolismo , Macrófagos/inmunología , Macrófagos/metabolismo , Ratones , Polisacáridos/aislamiento & purificación , Mapas de Interacción de Proteínas , Células RAW 264.7 , Transducción de SeñalRESUMEN
Tumour necrosis factor-α (TNF-α) is a multifunctional cytokine involved in immune system homeostasis, antimicrobial defence, regulation of apoptosis, cell proliferation and differentiation. Although the pro-inflammatory property of TNF-α has been made new progress, detailed research on host defence against bacterial infection and inducing apoptosis remains to be revealed in early vertebrates. Here, we reported the TNF-α homologue (ToTNF-α) from pufferfish (Takifugu obscurus). The open reading frame (ORF) of ToTNF-α was 753 bp, encoding a protein of 250 aa contained the TNF family signature and conserved cysteine residues. The mRNA expression of ToTNF-α had a wide range of tested tissues, with the highest expression in the skin. After Aeromonas hydrophila infection, the mRNA expression of ToTNF-α was significantly up-regulated both in vivo and in vitro experiments. After stimulation by recombinant protein of ToTNF-α ((r)ToTNF-α), the relative expressions of endogenous TNF-α, caspase 8, caspase 3, p53, and Bax inhibitor-1 in head kidney leucocytes were all notably up-regulated. These results showed that ToTNF-α might induce apoptosis depend on pro- and anti-apoptotic proteins at mRNA level. Moreover, flow cytometry analysis indicated that the (r)ToTNF-α can induce apoptosis of head kidney leucocytes. Taken together, these characteristics suggest that ToTNF-α can participate in immune response against A. hydrophila and induce apoptosis at mRNA and cellular level, which will help to understand the mechanism of apoptosis and immune response in teleost fish.
Asunto(s)
Apoptosis , Enfermedades de los Peces/inmunología , Takifugu/inmunología , Factor de Necrosis Tumoral alfa/química , Aeromonas hydrophila/fisiología , Secuencia de Aminoácidos , Animales , Enfermedades de los Peces/microbiología , Proteínas de Peces/análisis , Regulación de la Expresión Génica , Infecciones por Bacterias Gramnegativas/veterinaria , ARN Mensajero , Factor de Necrosis Tumoral alfa/genética , Factor de Necrosis Tumoral alfa/metabolismoRESUMEN
There is ample evidence suggesting that negative emotional eating is closely related to disordered eating behaviors. However, most previous studies on the topic focused only on emotional over-eating, but neglected emotional under-eating. Moreover, previous studies also mainly used variable-oriented methods by reducing negative emotional eating to a single dimension, which limits our understanding of individual differences in negative emotional eating. In this study, we used a person-oriented approach, latent class analysis (LCA), to examine the negative emotional eating patterns and to characterize these patterns in a sample of 1,068 Chinese young adults (52.6% females, aged 17-24 years). Negative emotional eating was measured by the Emotional Over-Eating and Emotional Under-Eating subscales of the Adult Eating Behavior Questionnaire. Four patterns, namely, "non-emotional eating" (38.9%), "emotional over- and under-eating" (15.4%), "emotional over-eating" (14.7%), and "emotional under-eating" (31.0%), were identified. Sex and BMI were found to be statistically significant predictors for negative emotional eating patterns. The identified four patterns showed significant differences in eating disorder symptoms and psychological distress. Particularly, participants in emotional over- and under-eating exhibited the highest level of eating disorder symptoms and psychological distress. Overall, this study identified four distinct negative emotional eating patterns, among which, the emotional over- and under-eating was the most problematic. Future studies regarding negative emotional eating and its impact on mental health may benefit from focusing not only on individuals with emotional over-eating, but also on those showing a mixed pattern of negative emotional eating.
Asunto(s)
Emociones , Trastornos de Alimentación y de la Ingestión de Alimentos , China , Conducta Alimentaria , Femenino , Humanos , Análisis de Clases Latentes , Masculino , Adulto JovenRESUMEN
CD79, composed of two distinct chains called CD79a and CD79b, is a transmembrane protein that forms a B cell antigen receptor with membrane immunoglobulin, and generates a signal following antigen recognition by the B cell receptor. In this study, the CD79a (OnCD79a) and CD79b (OnCD79b) were cloned and identified from Nile tilapia (Oreochromis niloticus). The cDNA of ORF for OnCD79a and OnCD79b are 669 and 627 bp, coding 222 and 208 amino acids, respectively. The deduced protein analysis showed that both CD79a andCD79b contain an immunoreceptor tyrosine-based activation motif in their intracellular tails that used to propagate a signal in a B cell. Expression analysis revealed that both CD79a and CD79b expressed at high levels in immune tissues, such as anterior kidney and spleen, and in IgM+ B cells. Upon Streptococcus agalactiae (S. agalactiae) infection, the expressions of OnCD79a and OnCD79b were significantly up-regulated in anterior kidney and spleen. The significant up-regulations of OnCD79a and OnCD79b were also detected in leukocytes after in vitro challenge with S. agalactiae. Further, stimulations of LPS and anti-OnIgM monoclonal antibody induced significant up-regulations of OnCD79a and OnCD79b in leukocytes. Taken together, the results of this study indicated that CD79 molecule, playing roles in BCR signaling, was likely to get involved in host defense against bacterial infection in Nile tilapia.
Asunto(s)
Antígenos CD79/genética , Antígenos CD79/inmunología , Cíclidos/genética , Cíclidos/inmunología , Enfermedades de los Peces/inmunología , Regulación de la Expresión Génica/inmunología , Inmunidad Humoral/genética , Secuencia de Aminoácidos , Animales , Antígenos CD79/química , Proteínas de Peces/química , Proteínas de Peces/genética , Proteínas de Peces/inmunología , Perfilación de la Expresión Génica/veterinaria , Filogenia , Receptores de Antígenos de Linfocitos B/química , Receptores de Antígenos de Linfocitos B/genética , Receptores de Antígenos de Linfocitos B/metabolismo , Alineación de Secuencia/veterinaria , Infecciones Estreptocócicas/inmunología , Infecciones Estreptocócicas/veterinaria , Streptococcus agalactiae/fisiologíaRESUMEN
Pax5 (Paired Box 5), a nuclear transcription factor expressed in B cell specifically, is a key regulator for B cell activation. In this study, we cloned and identified a Pax5 gene (OnPax5) from Nile tilapia (Oreochromis niloticus), which has an open reading frame of 1278 bp, encoding deduced amino acid sequence of 425 residues. OnPax5 contains a conserved DNA-binding domain encoding the paired box, an octapeptide, a homeobox homology region, a transactivation and a repressor domain. OnPax5 is constitutively expressed in various analyzed tissues of tilapia, with a relatively high expression in lymphoid organs, including spleen (SPL), anterior kidney (AK), and thymus. What's more, OnPax5 is highly expressed in leukocytes especially in IgM+ lymphocytes sorted from peripheral blood (PBL), SPL and AK. When stimulated with lipopolysaccharide (LPS) in vivo, OnPax5 expression was significantly up-regulated in PBL, SPL and AK. Upon stimulation with LPS, pokeweed mitogen and mouse anti-OnIgM monoclonal antibody in vitro, the expression of OnPax5 was also significantly up-regulated in leukocytes from SPL and AK. Taken together, Pax5, the B cell lineage specific activator factor, might get involved in B cell activation in Nile tilapia.
Asunto(s)
Cíclidos/genética , Cíclidos/inmunología , Enfermedades de los Peces/inmunología , Regulación de la Expresión Génica/inmunología , Inmunidad Innata/genética , Factor de Transcripción PAX5/genética , Factor de Transcripción PAX5/inmunología , Secuencia de Aminoácidos , Animales , Secuencia de Bases , Proteínas de Peces/química , Proteínas de Peces/genética , Proteínas de Peces/inmunología , Perfilación de la Expresión Génica/veterinaria , Factor de Transcripción PAX5/química , Filogenia , Alineación de Secuencia/veterinariaRESUMEN
An unusual prevalence of recombinant GII.2 noroviruses (GII.P16-GII.2) in Guangdong, China, at the end of 2016 caused a sharp increase in outbreaks of acute gastroenteritis. This event was another non-GII.4 epidemic that emerged after the GII.17 viruses in 2014 and 2015 and warrants global surveillance.
Asunto(s)
Infecciones por Caliciviridae/epidemiología , Infecciones por Caliciviridae/virología , Brotes de Enfermedades , Norovirus/clasificación , Norovirus/genética , Recombinación Genética , Infecciones por Caliciviridae/historia , China/epidemiología , Gastroenteritis/epidemiología , Gastroenteritis/virología , Genotipo , Historia del Siglo XXI , Humanos , Filogenia , ARN ViralRESUMEN
OBJECTIVE: Overgenerality and delay of the retrieval of autobiographical memory (AM) are well documented in a range of clinical conditions, particularly in patients with emotional disorder. The present study extended the investigation to chronic pain, attempting to identify whether the retrieval of AM in patients with chronic pain tends to be overgeneral or delayed. DESIGN: With an observational cross-sectional design, we evaluated the AM both in patients with chronic pain and healthy controls by Autobiographical Memory Test. Pain conditions were assessed using the pain diagnostic protocol, the short-form McGill Pain Questionnaire (SF-MPQ), and the Pain Self-Efficacy Questionnaire (PSEQ). Emotion was assessed using the Beck Depression Inventory-II (BDI-II) and the Beck Anxiety Inventory. SUBJECTS AND SETTINGS: Subjects included 176 outpatients with chronic pain lasting for at least 6 months and 170 healthy controls. RESULTS: 1) Compared with the healthy group, the chronic pain group had more overgeneral memories (OGMs) (F = 29.061, P < 0.01) and longer latency (F = 13.602, P < 0.01). 2) In the chronic pain group, the stepwise multiple regression models for variables predicting OGM were significant (P < 0.01). Specifically, the variance in OGM scores could be predicted by the BDI score (9.7%), pain chronicity (4.3%), PSEQ score (7.1%), and Affective Index (of SF-MPQ) score (2.7%). 3) In the chronic pain group, the stepwise multiple regression models for variables predicting latency were significant (P < 0.05). Specifically, the variance in latency could be predicted by age (3.1%), pain chronicity (2.7%), pain duration (4.3%), and PSEQ score (2.0%). CONCLUSIONS: The retrieval of AM in patients with chronic pain tends to be overgeneral and delayed, and the retrieval style of AM may be contributed to negative emotions and chronic pain conditions.
Asunto(s)
Dolor Crónico , Emociones/fisiología , Memoria Episódica , Recuerdo Mental/fisiología , Adulto , Estudios Transversales , Femenino , Humanos , Masculino , Persona de Mediana Edad , Dimensión del Dolor , Escalas de Valoración Psiquiátrica , Encuestas y Cuestionarios , Adulto JovenRESUMEN
OBJECTIVE: This study provides a comprehensive review of the literature on memory impairment and the potential effective factors in patients with chronic pain. METHODS: A literature search of databases PubMed, EMBASE, SpringerLink, and PsycINFO until September 2012 was conducted using the keywords 'memory' and 'chronic pain'. The study emphasises on publications over the past 20 years. RESULTS: Memory impairment in chronic pain patients is substantial, but the aspects of memory (e.g. working memory, long-term memory, and autobiographical memory) in chronic pain patients and the potentially related factors (e.g. age, level of education, pain conditions, emotion, neural network, and use of analgesics) are modest. Memory impairment is interpreted with the attention-narrowing hypothesis and the capacity-reduction hypothesis. CONCLUSIONS: The currently available data and theory have explained memory impairment in chronic pain patients, but many controversies remain. Future research should focus on the subclinical characteristics of chronic pain, enlarging the sample size, and emphasise on the experimental intervention method and the cognitive neuroscience method.
Asunto(s)
Dolor Crónico/complicaciones , Dolor Crónico/psicología , Trastornos de la Memoria/complicaciones , Atención , Femenino , Humanos , Masculino , Memoria Episódica , Memoria a Largo Plazo , Memoria a Corto PlazoRESUMEN
BACKGROUND: Circulating plasma proteins are clinically useful biomarkers for stroke risk. We examined the causal links between plasma proteins and stroke risk in individuals of South Asian ancestry. METHODS AND RESULTS: We applied proteome-wide Mendelian randomization and colocalization approaches to understand causality of 2922 plasma proteins on stroke risk in individuals of South Asian ancestry. We obtained genetic instruments (proxies) for plasma proteins from the UK Biobank (N=920). Genome-wide association studies summary data for strokes (N≤11 312) were sourced from GIGASTROKE consortium. Our primary approach involved the Wald ratio or inverse-variance-weighted methods, with statistical significance set at false discovery rate <0.1. Additionally, a Bayesian colocalization approach assessed shared causal variants among proteome, transcriptome, and stroke phenotypes to minimize bias from linkage disequilibrium. We found evidence of a potential causal effect of plasma GP6 (glycoprotein VI) levels on cardioembolic stroke (odds ratio [OR]Wald ratio=2.53 [95% CI, 1.59-4.03]; P=9.2×10-5, false discovery rate=0.059). Generalized Mendelian randomization accounting for correlated single nucleotide polymorphisms (SNPs), with the P value threshold at P<5×10-8 and clumped at r2=0.3, showed consistent direction of effect of GP6 on cardioembolic stroke (ORgeneralized inverse-variance-weighted=2.21 [95% CI, 1.46-3.33]; P=1.6×10-4). Colocalization analysis indicated that plasma GP6 levels colocalize with cardioembolic stroke (posterior probability=91.4%). Multitrait colocalization combining transcriptome, proteome, and cardioembolic stroke showed moderate to strong evidence that these 2 traits colocalize with GP6 expression in the coronary artery and brain tissues (multitrait posterior probability>50%). The potential causal effect of GP6 on cardioembolic stroke was not significant in European populations (ORinverse-variance-weighted=1.08 [95% CI, 0.93-1.26]; P=0.29). CONCLUSIONS: Our joint Mendelian randomization and colocalization analyses suggest that genetically predicted GP6 is potentially causally associated with cardioembolic stroke risk in individuals of South Asian ancestry. As genetic data on individuals of South Asian ancestry increase, future Mendelian randomization studies with larger sample size for plasma GP6 levels should be implemented to further validate our findings. Additionally, clinical studies will be necessary to verify GP6 as a therapeutic target for cardioembolic stroke in South Asians.
Asunto(s)
Pueblo Asiatico , Teorema de Bayes , Accidente Cerebrovascular Embólico , Estudio de Asociación del Genoma Completo , Análisis de la Aleatorización Mendeliana , Glicoproteínas de Membrana Plaquetaria , Polimorfismo de Nucleótido Simple , Humanos , Accidente Cerebrovascular Embólico/genética , Accidente Cerebrovascular Embólico/epidemiología , Accidente Cerebrovascular Embólico/sangre , Pueblo Asiatico/genética , Glicoproteínas de Membrana Plaquetaria/genética , Glicoproteínas de Membrana Plaquetaria/metabolismo , Femenino , Masculino , Factores de Riesgo , Persona de Mediana Edad , Predisposición Genética a la Enfermedad , Biomarcadores/sangre , Anciano , Medición de Riesgo/métodosRESUMEN
Materials science is an interdisciplinary field that studies the properties, structures, and behaviors of different materials. A large amount of scientific literature contains rich knowledge in the field of materials science, but manually analyzing these papers to find material-related data is a daunting task. In information processing, named entity recognition (NER) plays a crucial role as it can automatically extract entities in the field of materials science, which have significant value in tasks such as building knowledge graphs. The typically used sequence labeling methods for traditional named entity recognition in material science (MatNER) tasks often fail to fully utilize the semantic information in the dataset and cannot effectively extract nested entities. Herein, we proposed to convert the sequence labeling task into a machine reading comprehension (MRC) task. MRC method effectively can solve the challenge of extracting multiple overlapping entities by transforming it into the form of answering multiple independent questions. Moreover, the MRC framework allows for a more comprehensive understanding of the contextual information and semantic relationships within materials science literature, by integrating prior knowledge from queries. State-of-the-art (SOTA) performance was achieved on the Matscholar, BC4CHEMD, NLMChem, SOFC, and SOFC-Slot datasets, with F1-scores of 89.64%, 94.30%, 85.89%, 85.95%, and 71.73%, respectively in MRC approach. By effectively utilizing semantic information and extracting nested entities, this approach holds great significance for knowledge extraction and data analysis in the field of materials science, and thus accelerating the development of material science.Scientific contributionWe have developed an innovative NER method that enhances the efficiency and accuracy of automatic entity extraction in the field of materials science by transforming the sequence labeling task into a MRC task, this approach provides robust support for constructing knowledge graphs and other data analysis tasks.
RESUMEN
Metal-organic frameworks (MOFs) have shown excellent performance in the field of drug delivery. Despite the synthesis of a vast array of MOFs exceeding 100,000 varieties, certain formulations have exhibited suboptimal performance characteristics. Therefore, there is a pressing need to enhance their efficacy by identifying MOFs with superior drug loading capacities and minimal cytotoxicity, which can be achieved through machine learning (ML). In this study, a stacking regression model was developed to predict drug loading capacity and cytotoxicity of MOFs using datasets compiled from various literature sources. The model exhibited exceptional predictive capabilities, achieving R2 values of 0.907 for drug loading capacity and 0.856 for cytotoxicity. Furthermore, various model interpretation methods including partial dependence plots, individual conditional expectation, Shapley additive explanation, decision tree, random forest, CatBoost Regressor, and light gradient-boosting machine were employed for feature importance analysis. The results revealed that specific metal atoms such as Zn, Cr, Fe, Zr, and Cu significantly influenced the drug loading capacity and cytotoxicity of MOFs. Through model validation encompassing experimental validation and computational verification, the reliability of the model was thoroughly established. In general, it is a good practice to use ML methods for predicting drug loading capacity and cytotoxicity analysis of MOFs, guiding the development of future property prediction methods for MOFs.
Asunto(s)
Aprendizaje Automático , Estructuras Metalorgánicas , Estructuras Metalorgánicas/química , Humanos , Supervivencia Celular/efectos de los fármacos , Algoritmos , Portadores de Fármacos/química , Sistemas de Liberación de MedicamentosRESUMEN
Diuron (N-(3,4-dichlorophenyl)-N,Ndimethylurea, DCMU), a ureic herbicide, is extensively used in agriculture to boost crop productivity; however, its extensive application culminates in notable environmental pollution, especially in aquatic habitats. Therefore, the present study investigated the effect of diuron on the dinoflagellate Alexandrium pacificum, which is known to induce harmful algal blooms (HAB), and its potential to biodegrade DCMU. Following a four-day DCMU exposure, our results revealed that A. pacificum proficiently assimilated DCMU at concentrations of 0.05 mg/L and 0.1 mg/L in seawater, attaining a complete reduction (100 % efficiency) after 96 h for both concentrations. Moreover, evaluations of paralytic shellfish toxins content indicated that cells subjected to higher DCMU concentrations (0.1 mg/L) exhibited reductions of 73.4 %, 86.7 %, and 75 % in GTX1, GTX4, and NEO, respectively. Exposure to DCMU led to a notable decrease in A. pacificum's photosynthetic efficacy, accompanied by increased levels of reactive oxygen species (ROS) and suppressed cell growth, with a growth inhibition rate of 41.1 % at 72 h. Proteomic investigations pinpointed the diminished expression levels of specific proteins like SxtV and SxtW, linked to paralytic shellfish toxins (PSTs) synthesis, as well as key proteins associated with Photosystem II, namely PsbA, PsbD, PsbO, and PsbU. Conversely, proteins central to the cysteine biosynthesis pathways exhibited enhanced expression. In summary, our results preliminarily resolved the molecular mechanisms underlying the response of A. pacificum to DCMU and revealed that DCMU affected the synthesis of PSTs. Meanwhile, our data suggested that A. pacificum has great potential in scavenging DCMU.
Asunto(s)
Dinoflagelados , Intoxicación por Mariscos , Humanos , Diurona/toxicidad , Proteómica , Dinoflagelados/fisiología , Floraciones de Algas NocivasRESUMEN
There are many papers and tools regarding the detection of unsafe contracts, but few ways for detection results to practically benefit contract users and owners. This paper presents a Blockchain Safe Browsing (BSB) platform to safely disseminate those detection results. An encrypted blacklist will be generated to provide privacy preserving user warning before they make transactions with unsafe contracts. Contract owners will be notified that there are vulnerabilities in their contracts, and they can purchase related reports which record how to exploit the vulnerabilities. The profits inspire the researchers to contribute their update-to-date lists of unsafe contracts. An effective encryption scheme is developed to guarantee that only contract owners can decrypt the encrypted reports. Extensive evaluations demonstrate that our prototype can function as intended without sacrificing user experience.
RESUMEN
Coaxial electrospun coatings with antibacterial and anticorrosion properties have a marked potential to protect against corrosion in marine environments. Ethyl cellulose is a promising biopolymer for corrosion caused by microorganisms owing to its high mechanical strength, nontoxicity, and biodegradability. In this study, a coaxial electrospun coating loaded with antibacterial carvacrol (CV) in the core and anticorrosion pullulan (Pu) and ethyl cellulose (EC) as a shell layer was successfully fabricated. The formation of core-shell structure was confirmed using transmission electron microscopy. Pu-EC@CV coaxial nanofiber had small diameters, uniform distribution, smooth surface, strong hydrophobicity, and no fractures. Electrochemical impedance spectroscopy was used to analyze corrosion of the electrospun coating surface in a medium containing bacterial solution. The results indicated significant corrosion resistance of the coating surface. In addition, the antibacterial activity and mechanism of coaxial electrospun were studied. The Pu-EC@CV nanofiber coating exhibited excellent antibacterial properties by effectively increasing the permeability of cell membranes and killing bacteria, as determined by plate counts, scanning electron microscopy, cell membrane permeability, and the activity of alkaline phosphatase. In summary, the coaxial electrospun pullulan-ethyl cellulose embedded with CV coating can be used as antibacterial and anticorrosion materials and may have potential applications in the field of marine corrosion.
Asunto(s)
Nanofibras , Corrosión , Antibacterianos/farmacologíaRESUMEN
Metal-organic frameworks (MOFs) have been widely researched as drug delivery systems due to their intrinsic porous structures. Herein, machine learning (ML) technologies were applied for the screening of MOFs with high drug loading capacity. To achieve this, first, a comprehensive dataset was gathered, including 40 data points from more than 100 different publications. The organic linkers, metal ions, and the functional groups, as well as the surface area and the pore volume of the investigated MOFs, were chosen as the model's inputs, and the output was the ibuprofen (IBU) loading capacity. Thereafter, various advanced and powerful machine learning algorithms, such as support vector regression (SVR), random forest (RF), adaptive boosting (AdaBoost), and categorical boosting (CatBoost), were employed to predict the ibuprofen loading capacity of MOFs. The coefficient of determination (R2) of 0.70, 0.72, 0.66, and 0.76 were obtained for the SVR, RF, AdaBoost, and CatBoost approaches, respectively. Among all the algorithms, CatBoost was the most reliable, exhibiting superior performance regarding the sparse matrices and categorical features. Shapley additive explanations (SHAP) analysis was employed to explore the impact of the eigenvalues of the model's outputs. Our initial results indicate that this methodology is a well generalized, straightforward, and cost-effective method that can be applied not only for the prediction of IBU loading capacity, but also in many other biomaterials projects.
RESUMEN
Microalgae, one of the most important classes of biomass producers, can produce exopolysaccharides similar to bacteria. The exopolysaccharide from Chlorella (CEPS) displays remarkable anticancer activity the mechanism of which remains to be elucidated. In this study, we analyzed the inhibitory effect of CEPS on the growth of HeLa cells. The results showed that CEPS inhibited the proliferation, decreased the viability, and changed the morphology of HeLa cells. Transcriptome analysis showed that 1894 genes were differentially expressed in the CEPS-treated group compared with the control group, including 1076 genes that were upregulated and 818 genes that were downregulated. The results of gene function enrichment analysis showed that the differentially expressed genes (DEGs) were significantly enriched in apoptosis and tumor-related biological processes and participated in several cancer and apoptosisrelated signaling pathways, including the MAPK signaling pathway, TNF signaling pathway, and the PI3K-Akt signaling pathway. The protein-protein interaction network identified 13 DEGs including PTPN11, RSAD2, ISG15, IFIT1, MX2, IFIT2, OASL, OAS1, JUN, OAS2, XAF1, ISG20, and IRF9 as hub genes. Our results suggest that CEPS is a promising therapeutic drug for the follow-up interventional therapy of cancer.
Asunto(s)
Antineoplásicos Fitogénicos/farmacología , Chlorella/química , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Polisacáridos/farmacología , Animales , Antineoplásicos Fitogénicos/administración & dosificación , Antineoplásicos Fitogénicos/química , Proliferación Celular/efectos de los fármacos , Proliferación Celular/genética , Chlorocebus aethiops , Relación Dosis-Respuesta a Droga , Ensayos de Selección de Medicamentos Antitumorales , Perfilación de la Expresión Génica/métodos , Células HeLa , Humanos , Fosfatidilinositol 3-Quinasas/genética , Polisacáridos/administración & dosificación , Polisacáridos/química , Mapas de Interacción de Proteínas/efectos de los fármacos , Mapas de Interacción de Proteínas/genética , Células VeroRESUMEN
Interleukin 6 (IL-6) is a pleiotropic cytokine that exerts its biological functions through interaction with its receptor system consisting of a ligand-specific IL-6 receptor (IL-6R) and a common signal-transducing receptor (gp130). In this study, OnIL-6R and Ongp130 genes from Nile tilapia (Oreochromis niloticus) were identified, and their roles in bacterial or viral infection and in regulation of inflammatory response involved in IL-6 were investigated. The open reading frames (ORFs) of OnIL-6R and Ongp130 are 2019 bp and 2679 bp, encoding 672 and 892 amino acids, respectively. Domain analysis of the deduced amino acid sequences of OnIL-6R and Ongp130 showed that both of them contained a conserved Ig-like domain, FNIII domains, and a WSXWS motif. The transcripts of OnIL-6R and Ongp130 were widely expressed in all examined tissues. Following in vivo challenges with Streptococcus agalactia, Poly I: C and lipopolysaccharide (LPS), the mRNAs of OnIL-6R and Ongp130 were notably induced in liver, head kidney and spleen. The transcriptional up-regulations of OnIL-6R and Ongp130 were also detected in Nile tilapia monocytes/macrophages and lymphocytes after in vitro stimulations with S. agalactiae, Poly I: C and LPS. Besides, increasing mRNA levels of the inflammation-related cytokines (IL-1ß, TNF-α, IL-6, IL-10, and MIF) induced by recombinant OnIL-6 could be further enhanced by co-treatment with recombinant soluble OnIL-6R in lymphocytes. Furthermore, recombinant soluble Ongp130 suppressed the induction of expression of these cytokines in lymphocytes when co-stimulated with (r)OnIL-6 and (r)sOnIL-6R. Taken together, these results indicated that OnIL-6R and Ongp130 were likely involved in the resistance to bacterial or viral infection in Nile tilapia. Moreover, soluble OnIL-6R and soluble Ongp130 have an agonistic effect or antagonistic effect in the inflammation response involved in OnIL-6.
Asunto(s)
Cíclidos/inmunología , Receptor gp130 de Citocinas/genética , Proteínas de Peces/genética , Receptores de Interleucina-6/genética , Infecciones Estreptocócicas/inmunología , Streptococcus agalactiae/fisiología , Virosis/inmunología , Animales , Clonación Molecular , Receptor gp130 de Citocinas/metabolismo , Citocinas/metabolismo , Resistencia a la Enfermedad , Proteínas de Peces/metabolismo , Inmunidad Innata , Mediadores de Inflamación/metabolismo , Poli I-C/inmunología , Receptores de Interleucina-6/metabolismo , Regulación hacia ArribaRESUMEN
Teleost B cells have phagocytic activities for ingesting particulate antigens, such as bacteria, in addition to the functional secretion of immunoglobulins (Igs). In the present study, the phagocytic activities of IgM+ B cells under various differentiational conditions residing in peripheral blood leukocytes were investigated in a teleost fish Nile tilapia (Oreochromis niloticus). The IgM+ B cells were recognized as IgMlo or IgMhi subsets based on their membrane IgM (mIgM) levels. The mIgM, secreted IgM (sIgM), major histocompatibility complex class II and reactive oxygen species were detected. Expressions of transcription factors (Pax5 and Blimp-1) and B cell signaling molecules (CD79a, CD79b, BLNK, and LYN) suggested that IgMlo B cells were resembling as plasma-like cells and IgMhi resembling as naïve/mature B cells, respectively. Analysis of phagocytic activities demonstrated that both IgMlo and IgMhi B cells have a similar phagocytic ability (phagocytosis percentage); however, the phagocytic capacity [phagocytic index and the mean fluorescence intensity (MFI)] of IgMhi B cells was significantly higher than that of IgMlo B cells. Taken together, the results indicated that B cell differentiation may cause the decrease of phagocytic capacity but not phagocytic ability of phagocytic IgM+ B cells in teleost. The finding may provide an evolutionary evidence for understanding the greater specialization of the B cell in more sophisticated adaptive humoral immunity, by decreasing phagocytic activity in order to contribute its function more specifically into antibody-secreting.