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1.
Front Public Health ; 12: 1396198, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38660366

RESUMO

Objective: This study aims to explore the association between outdoor artificial light at night (ALAN) exposure and gestational diabetes mellitus (GDM). Methods: This study is a retrospective case-control study. According with quantiles, ALAN has been classified into three categories (Q1-Q3). GDM was diagnosed through oral glucose tolerance tests. Conditional logistic regression models were used to evaluate the association between ALAN exposure and GDM risk. The odds ratio (OR) with 95% confidence interval (CI) was used to assess the association. Restricted cubic spline analysis (RCS) was utilized to investigate the no liner association between ALAN and GDM. Results: A total of 5,720 participants were included, comprising 1,430 individuals with GDM and 4,290 matched controls. Pregnant women exposed to higher levels of ALAN during the first trimester exhibited an elevated risk of GDM compared to those with lower exposure levels (Q2 OR = 1.39, 95% CI 1.20-1.63, p < 0.001); (Q3 OR = 1.70, 95% CI 1.44-2.00, p < 0.001). Similarly, elevated ALAN exposure during the second trimester also conferred an increased risk of GDM (second trimester: Q2 OR = 1.70, 95% CI 1.45-1.98, p < 0.001; Q3 OR = 2.08, 95% CI 1.77-2.44, p < 0.001). RCS showed a nonlinear association between ALAN exposure and GDM risk in second trimester pregnancy, with a threshold value of 4.235. Conclusion: Outdoor ALAN exposure during pregnancy is associated with an increased risk of GDM.


Assuntos
Diabetes Gestacional , Humanos , Feminino , Diabetes Gestacional/etiologia , Gravidez , Estudos de Casos e Controles , Adulto , Estudos Retrospectivos , Iluminação/efeitos adversos , Fatores de Risco , Teste de Tolerância a Glucose , China/epidemiologia , Modelos Logísticos
2.
Exp Neurol ; 374: 114697, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38266765

RESUMO

BACKGROUND: Stroke is one of the leading causes of death and long-term disability worldwide. Previous studies have found that corilagin has antioxidant, anti-inflammatory, anti-atherosclerotic and other pharmacological activities and has a protective effect against cardiac and cerebrovascular injury. OBJECTIVES: The aim of this study was to investigate the protective effects of corilagin against ischemic stroke and to elucidate the underlying molecular mechanisms using network pharmacology, molecular docking, and animal and cell experiments. METHODS: We investigated the potential of corilagin to ameliorate cerebral ischemia-reperfusion injury using in vivo rat middle cerebral artery occlusion/reperfusion (MCAO/R) and in vitro oxygen-glucose deprivation/reoxygenation (OGD/R) models. RESULTS: Our results suggest that corilagin may exert its anti-ischemic stroke effect by interacting with 92 key targets, including apoptosis-associated proteins (Bcl-2, Bax, caspase-3) and PI3K/Akt signaling pathway-related proteins. In vivo and in vitro experiments showed that corilagin treatment improved neurological deficits, attenuated cerebral infarct volume, and mitigated neuronal damage in MCAO/R rats. Corilagin treatment also enhanced the survival of PC12 cells exposed to OGD/R, reduced the rate of LDH leakage, inhibited cell apoptosis, and activated the PI3K/Akt signaling pathway. Importantly, the effects of corilagin on the PI3K/Akt signaling pathway and apoptosis-associated proteins were reversed by the PI3K-specific inhibitor LY294002. CONCLUSIONS: These results indicate that the molecular mechanism of the anti-ischemic effect of corilagin involves inhibiting neuronal apoptosis and activating the PI3K/Akt signaling pathway. These findings provide a theoretical and experimental basis for the further development and application of corilagin as a potential anti-ischemic stroke agent.


Assuntos
Lesões Encefálicas , Isquemia Encefálica , Glucosídeos , Taninos Hidrolisáveis , Fármacos Neuroprotetores , Traumatismo por Reperfusão , Ratos , Animais , Simulação de Acoplamento Molecular , Proteínas Proto-Oncogênicas c-akt/metabolismo , Fosfatidilinositol 3-Quinases/metabolismo , Farmacologia em Rede , Ratos Sprague-Dawley , Isquemia Encefálica/tratamento farmacológico , Isquemia Encefálica/metabolismo , Infarto da Artéria Cerebral Média/complicações , Infarto da Artéria Cerebral Média/tratamento farmacológico , Infarto da Artéria Cerebral Média/metabolismo , Traumatismo por Reperfusão/metabolismo , Fármacos Neuroprotetores/farmacologia , Fármacos Neuroprotetores/uso terapêutico , Lesões Encefálicas/tratamento farmacológico , Apoptose
3.
Phytother Res ; 38(3): 1462-1477, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38246696

RESUMO

Reducing mitochondrial oxidative stress has become an important strategy to prevent neuronal death in ischemic stroke. Previous studies have shown that 20(R)-ginsenoside Rg3 can significantly improve behavioral abnormalities, reduce infarct size, and decrease the number of apoptotic neurons in cerebral ischemia/reperfusion injury rats. However, it remains unclear whether 20(R)-ginsenoside Rg3 can inhibit mitochondrial oxidative stress in ischemic stroke and the potential molecular mechanism. In this study, we found that 20(R)-ginsenoside Rg3 notably inhibited mitochondrial oxidative stress in middle cerebral artery occlusion/reperfusion (MCAO/R) rats and maintained the stability of mitochondrial structure and function. Treatment with 20(R)-ginsenoside Rg3 also decreased the levels of mitochondrial fission proteins (Drp1 and Fis1) and increased the levels of fusion proteins (Opa1, Mfn1, and Mfn2) in MCAO/R rats. Furthermore, we found that 20(R)-ginsenoside Rg3 promoted nuclear aggregation of nuclear factor erythroid2-related factor 2 (Nrf2) but did not affect Kelch-like ECH-associated protein-1 (Keap1), resulting in the downstream expression of antioxidants. In in vitro oxygen-glucose deprivation/reperfusion stroke models, the results of PC12 cells treated with 20(R)-ginsenoside Rg3 were consistent with animal experiments. After transfection with Nrf2 short interfering RNA (siRNA), the protective effect of 20(R)-ginsenoside Rg3 on PC12 cells was reversed. In conclusion, the inhibition of mitochondrial oxidative stress plays a vital position in the anti-cerebral ischemia-reperfusion injury of 20(R)-ginsenoside Rg3, and its neuroprotective mechanism is related to the activation of the nuclear factor erythroid2-related factor 2/heme oxygenase 1 signaling pathway.


Assuntos
Isquemia Encefálica , Ginsenosídeos , AVC Isquêmico , Fármacos Neuroprotetores , Traumatismo por Reperfusão , Ratos , Animais , Ratos Sprague-Dawley , Estresse Oxidativo , Fator 2 Relacionado a NF-E2/metabolismo , Proteína 1 Associada a ECH Semelhante a Kelch/metabolismo , Fármacos Neuroprotetores/farmacologia , Transdução de Sinais , Traumatismo por Reperfusão/prevenção & controle , Infarto da Artéria Cerebral Média
5.
Plant Cell ; 35(9): 3566-3584, 2023 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-37378590

RESUMO

The detection of microbial infections by plants induces the rapid formation of immune receptor complexes at the plasma membrane. However, how this process is controlled to ensure proper immune signaling remains largely unknown. Here, we found that the Nicotiana benthamiana membrane-localized leucine-rich repeat receptor-like kinase BAK1-INTERACTING RLK 2 (NbBIR2) constitutively associates with BRI1-ASSOCIATED RECEPTOR KINASE 1 (NbBAK1) in vivo and in vitro and promotes complex formation with pattern recognition receptors. In addition, NbBIR2 is targeted by 2 RING-type ubiquitin E3 ligases, SNC1-INFLUENCING PLANT E3 LIGASE REVERSE 2a (NbSNIPER2a) and NbSNIPER2b, for ubiquitination and subsequent degradation in planta. NbSNIPER2a and NbSNIPER2b interact with NbBIR2 in vivo and in vitro and are released from NbBIR2 upon treatment with different microbial patterns. Furthermore, accumulation of NbBIR2 in response to microbial patterns is tightly associated with NbBAK1 abundance in N. benthamiana. NbBAK1 acts as a modular protein that stabilizes NbBIR2 by competing with NbSNIPER2a or NbSNIPER2b for association with NbBIR2. Similar to NbBAK1, NbBIR2 positively regulates pattern-triggered immunity and resistance to bacterial and oomycete pathogens in N. benthamiana, whereas NbSNIPER2a and NbSNIPER2b have the opposite effect. Together, these results reveal a feedback regulatory mechanism employed by plants to tailor pattern-triggered immune signaling.


Assuntos
Proteínas de Arabidopsis , Nicotiana , Nicotiana/metabolismo , Reconhecimento da Imunidade Inata , Proteínas , Transdução de Sinais , Ubiquitina-Proteína Ligases/genética , Ubiquitina-Proteína Ligases/metabolismo , Imunidade Vegetal/genética , Proteínas de Arabidopsis/genética , Proteínas de Arabidopsis/metabolismo , Doenças das Plantas/microbiologia
6.
Comput Commun ; 206: 172-177, 2023 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-37197297

RESUMO

In recent years, coronavirus disease 2019 (COVID-19) has been a severe issue the world faces. Emergency rescue networks concerning the distribution of relief materials have gained extensive attention to tackle COVID-19 and related emergency issues. However, it is challenging to establish reliable and efficient emergency rescue networks due to information asymmetry and lack of trust among different rescue stations. In this work, we propose blockchain-based emergency rescue networks to track every transaction of the relief materials reliably and make decisions to deliver relief materials efficiently. More specifically, we propose a hybrid blockchain architecture that employs on-chain data verification to authenticate data records and off-chain data storage to reduce storage overhead. Furthermore, we propose a fireworks algorithm to efficiently calculate the optimal allocation strategies for relief materials. The algorithm provides chaotic random screening and node request guarantee techniques with good convergence. The simulation results show that integrating blockchain technology and the fireworks algorithm can significantly improve relief materials' operation efficiency and distribution quality.

7.
BMC Pediatr ; 22(1): 347, 2022 06 16.
Artigo em Inglês | MEDLINE | ID: mdl-35710383

RESUMO

BACKGROUND: Overweight and obesity are major public health crises among children and adolescents and contribute to a significant economic burden. We aimed to investigate the relationship between breastfeeding duration and overweight and obesity in children and adolescents in Qingdao, China in 2017. METHODS: This study conducted a survey with 10,753 students (5370 boys and 5383 girls) aged 6 to 16 years from the Shibei District of Qingdao, China in 2017. Anthropometric measurements were taken by well-trained personnel and self-completed questionnaires were used to collect data from students. A variety of statistical methods were used in this study, including univariate and multivariate analyses, as well as linear and nonlinear regression models. RESULTS: The prevalence of overweight and obesity was 15.45% and 19.76%, respectively. There was a significant negative correlation between breastfeeding duration and BMI in children and adolescents (ß = -0.025, 95% CI: -0.033, -0.005, P < 0.01). Among boys, the BMI in children and adolescences of those who have been breastfed for more than 12 months was significantly lower than that of others whose breastfeeding duration was less than 12 months (ß = -0.440, 95%CI -0.655, -0.224, P < 0.01). Breastfeeding has a particularly positive effect on the prevalence of obesity in boys aged 9 to 11 years (OR = 0.978, 95% CI: 0.958,0.999, P < 0.05). CONCLUSION: Breastfeeding can significantly reduce the prevalence of overweight and obesity among children and adolescents aged 6 to 16 years. Those who were breastfed for more than 12 months had a lower risk of developing overweight and obesity, especially boys between the ages of 9 and 11.


Assuntos
Sobrepeso , Obesidade Infantil , Adolescente , Índice de Massa Corporal , Aleitamento Materno , Criança , China/epidemiologia , Estudos Transversais , Feminino , Humanos , Masculino , Sobrepeso/epidemiologia , Sobrepeso/etiologia , Obesidade Infantil/epidemiologia , Obesidade Infantil/etiologia , Prevalência
8.
Vet Immunol Immunopathol ; 249: 110432, 2022 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-35550248

RESUMO

As the fierce battle with cancer is now expanding to companion animals, effective treatment of canine mammary carcinomas (CMT), as the most frequently diagnosed tumor in intact dogs, is becoming a crucial issue. Although many studies have been carried out concerning the clinical application of mammary tumor biomarkers, no ideal biomarker has yet been identified in CMT. Therefore, in this work, we develop EDIL3 as a CMT biomarker having significantly higher expression levels in CMT samples compared to those in controls in GSE13754, GSE22516 and GSE25586 datasets, which suggest that EDIL3 is a gene related to tumorigenesis. We also validate the significantly high expression levels of EDIL3 in CMT samples using our sequencing canine samples. ROC curves analysis showed that in comparison with HER2 reported as predictive factor for CMT patients, EDIL3 exhibits stronger power for CMT recognizing. Moreover, we also find that low expression levels of EDIL3 are associated with advanced grade status in CMT, which indicate a negative correlation between EDIL3 and CMT development. GSEA is employed to unveil the underlying mechanism of this interesting function of EDIL3 in CMT development, and it suggests that the expression level of EDIL3 is related to immunity pathway. Finally, CIBERSORT analysis is employed in this study in order to further explore the relationship between EDIL3 and immunity in CMT, and it unveils that EDIL3 has stably positive correlation with follicular helper T cells and negative correlation with NK resting cells in CMT. Our study develops EDIL3 as a biomarker for assisting CMT distinction, highlighting the relationship of EDIL3 with the infiltrations of follicular helper T cells and NK resting cells, which could be a new potential therapy target for CMT and provide bioinformatics basis for later clinical experiment validation.


Assuntos
Carcinoma , Doenças do Cão , Neoplasias Mamárias Animais , Animais , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , Carcinoma/veterinária , Biologia Computacional , Doenças do Cão/diagnóstico , Doenças do Cão/genética , Doenças do Cão/metabolismo , Cães , Neoplasias Mamárias Animais/diagnóstico , Neoplasias Mamárias Animais/genética
9.
Front Microbiol ; 13: 693196, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35444624

RESUMO

Infectious bronchitis (IB) virus (IBV) causes considerable economic losses to poultry production. The data on transmission dynamics of IBV in China are limited. The complete genome sequences of 212 IBV isolates in China during 1985-2020 were analyzed as well as the characteristics of the phylogenetic tree, recombination events, dN/dS ratios, temporal dynamics, and phylogeographic relationships. The LX4 type (GI-19) was found to have the highest dN/dS ratios and has been the most dominant genotype since 1999, and the Taiwan-I type (GI-7) and New type (GVI-1) showed an increasing trend. A total of 59 recombinants were identified, multiple recombination events between the field and vaccine strains were found in 24 isolates, and the 4/91-type (GI-13) isolates were found to be more prone to being involved in the recombination. Bayesian phylogeographic analyses indicated that the Chinese IBVs originated from Liaoning province in the early 1900s. The LX4-type viruses were traced back to Liaoning province in the late 1950s and had multiple transmission routes in China and two major transmission routes in the world. Viral phylogeography identified three spread regions for IBVs (including LX4 type) in China: Northeastern China (Heilongjiang, Liaoning, and Jilin), north and central China (Beijing, Hebei, Shanxi, Shandong, and Jiangsu), and Southern China (Guangxi and Guangdong). Shandong has been the epidemiological center of IBVs (including LX4 type) in China. Overall, our study highlighted the reasons why the LX4-type viruses had become the dominant genotype and its origin and transmission routes, providing more targeted strategies for the prevention and control of IB in China.

10.
J Clin Lab Anal ; 36(5): e24415, 2022 May.
Artigo em Inglês | MEDLINE | ID: mdl-35421276

RESUMO

BACKGROUND: Hepatocellular carcinoma (HCC) is characterised by high malignancy, metastasis and recurrence, but the specific mechanism that drives these outcomes is unclear. Recent studies have shown that long noncoding RNAs (lncRNAs) can regulate the proliferation and apoptosis of hepatic cells. METHODS: We searched for lncRNAs and microRNAs (miRNAs), which can regulate IGF1 expression, through a bioinformatics website, and predicted that lncRNA taurine-upregulated gene 1 (TUG1) would have multiple targets for miR-1-3p binding, meaning that lncRNA TUG1 played an adsorption role. A double luciferase assay was used to verify the targeting relationship between lncRNA TUG1 and miR-1-3p. Western blotting and qPCR were used to verify the targeting relationship between miR-1-3p and IGF1, and qPCR was used to verify the regulatory relationship between the lncRNA TUG1-miR-1-3p-IGF1 axis. CCK-8 was used to detect the growth activity of miRNA-transfected L-O2 cells, and flow cytometry was used to detect cell cycle changes and apoptosis. RESULT: The proliferation cycle of L-O2 cells transfected with miR-1-3p mimics was significantly slowed. Flow cytometry showed that the proliferation of L-O2 cells was slowed, and the apoptosis rate was increased. In contrast, when L-O2 cells were transfected with miR-1-3p inhibitor, the expression of IGF1 was significantly upregulated, and the cell proliferation cycle was significantly accelerated. Flow cytometry showed that the cell proliferation rate was accelerated, and the apoptosis rate was reduced. CONCLUSION: LncRNA TUG1 can adsorb miR-1-3p as a competitive endogenous RNA (ceRNA) to promote the expression of IGF1 and promote cell proliferation in hepatic carcinogenesis.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , MicroRNAs , RNA Longo não Codificante , Apoptose/genética , Carcinogênese , Carcinoma Hepatocelular/genética , Linhagem Celular Tumoral , Proliferação de Células/genética , Humanos , Neoplasias Hepáticas/genética , MicroRNAs/genética , RNA Longo não Codificante/genética
11.
BMC Vet Res ; 18(1): 90, 2022 Mar 07.
Artigo em Inglês | MEDLINE | ID: mdl-35255906

RESUMO

BACKGROUND: Infectious bronchitis virus (IBV) leads to huge economic losses in the poultry industry worldwide. The high levels of mutations of IBV render vaccines partially protective. Therefore, it is urgent to explore an effective antiviral drug or agent. The present study aimed to investigate the in vivo anti-IBV activity of a mixture of plant essential oils (PEO) of cinnamaldehyde (CA) and glycerol monolaurate (GML), designated as Jin-Jing-Zi. RESULTS: The antiviral effects were evaluated by clinical signs, viral loads, immune organ indices, antibody levels, and cytokine levels. The infection rates in the PEO-M (middle dose) and PEO-H (high dose) groups were significantly lower than those in the prevention, positive drug, and PEO-L (low dose) groups. The cure rates in the PEO-M and PEO-H groups were significantly higher than those in the prevention, positive drug, and PEO-L groups, and the PEO-M group had the highest cure rate of 92.31%. The symptom scores and IBV mRNA expression levels were significantly reduced in the PEO-M group. PEO significantly improved the immune organ indices and IBV-specific antibody titers of infected chickens. The anti-inflammatory factor levels of IL-4 and IFN-γ in the PEO-M group maintained high concentrations for a long time. The IL-6 levels in the PEO-M group were lower than those in prevention, positive drug, and PEO-L groups. CONCLUSION: The PEO had remarkable inhibition against IBV and the PEO acts by inhibiting virus multiplication and promoting immune function, suggesting that the PEO has great potential as a novel anti-IBV agent for inhibiting IBV infection.


Assuntos
Infecções por Coronavirus , Vírus da Bronquite Infecciosa , Óleos Voláteis , Doenças das Aves Domésticas , Vacinas Virais , Animais , Antivirais/farmacologia , Antivirais/uso terapêutico , Galinhas , Infecções por Coronavirus/tratamento farmacológico , Infecções por Coronavirus/prevenção & controle , Infecções por Coronavirus/veterinária , Óleos Voláteis/farmacologia , Óleos Voláteis/uso terapêutico , Óleos de Plantas/farmacologia , Óleos de Plantas/uso terapêutico , Doenças das Aves Domésticas/tratamento farmacológico , Doenças das Aves Domésticas/prevenção & controle , Vacinas Virais/uso terapêutico
12.
Environ Int ; 161: 107108, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-35121495

RESUMO

Chlorinated polyfluoroalkyl ether sulfonic acid (Cl-PFESAs, trade name F-53B), an alternative to perfluorooctane sulfonate (PFOS), has been widely used as a mist suppressant in the Chinese electroplating industry since the 1970 s. Due to greater restrictions on PFOS globally in recent years, the production and use of F-53B correspondingly increased, consequently causing more emissions into the environment. In China, an increasing number of studies report frequent detection and broad exposure to F-53B in the natural environment, various wildlife and the human body. In human blood, the detection rate of F-53B is almost 80%, accounting for 8.69 to 28% of ∑per- and polyfluoroalkyl substances (PFASs). F-53B is the most biopersistent PFAS in humans to date, with a half-life of 15.3 years. In addition, F-53B displays protein binding affinity and high human placental permeability. Recently, some epidemiological studies have reported the health risks associated with F-53B in humans, including abnormal serum lipid metabolism, vascular dysfunction, endocrine disorders and even adverse birth outcomes. Various in vivo and in vitro studies have demonstrated the toxicity of F-53B, such as hepatotoxicity, interference effects on the endocrine system, as well as reproductive and developmental toxicity. Our aims are to review studies on human F-53B exposure levels, trends and associated health effects; evaluate the potential toxicity; and predict directions for future research.


Assuntos
Ácidos Alcanossulfônicos , Fluorocarbonos , Poluentes Químicos da Água , Ácidos Alcanossulfônicos/metabolismo , Ácidos Alcanossulfônicos/toxicidade , Animais , China , Feminino , Fluorocarbonos/toxicidade , Humanos , Placenta/química , Gravidez , Ácidos Sulfônicos , Poluentes Químicos da Água/análise , Peixe-Zebra/metabolismo
13.
J Integr Plant Biol ; 63(12): 2031-2037, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34850567

RESUMO

Although the genetic basis for endosperm development in maize (Zea mays) has been well studied, the mechanism for coordinating grain filling with increasing kernel size remains elusive. Here, we report that increased kernel size was selected during modern breeding and identify a novel DELLA-like transcriptional regulator, ZmGRAS11, which positively regulates kernel size and kernel weight in maize. We find that Opaque2, a core transcription factor for zein protein and starch accumulation, transactivates the expression of ZmGRAS11. Our data suggest that the Opaque2-ZmGRAS11 module mediates synergistic endosperm enlargement with grain filling.


Assuntos
Zea mays , Zeína , Endosperma/genética , Endosperma/metabolismo , Melhoramento Vegetal , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Zea mays/metabolismo , Zeína/genética , Zeína/metabolismo
14.
J Vet Med Sci ; 83(10): 1608-1619, 2021 Oct 21.
Artigo em Inglês | MEDLINE | ID: mdl-34470981

RESUMO

A novel avian infectious bronchitis virus (IBV) variant, designated as GX-NN160421, was isolated from vaccinated chicken in Guangxi, China, in 2016. Based on analysis of the S1 gene sequence, GX-NN160421 belonged to the New-type 1 (GVI-1) strain. More importantly, three consecutive nucleotides (AAC) deletions were found in the highly conserved structure gene N. The serotype of GX-NN160421 was different from those of the commonly used vaccine strains. The mortality of the GX-NN160421 strain was 3.33%, which contrasted with 50% mortality in the clinical case, but high levels of virus shedding lasted at least 21 days. In conclusion, the first novel IBV variant with three-nucleotide-deletion in the N gene was identified, and this unique variant is low virulent but with a long time of virus shedding, indicating the continuing evolution of IBV and emphasizing the importance of limiting exposure to novel IBV strains as well as extensive monitoring of new IBVs.


Assuntos
Infecções por Coronavirus , Vírus da Bronquite Infecciosa , Doenças das Aves Domésticas , Animais , Galinhas , China/epidemiologia , Infecções por Coronavirus/epidemiologia , Infecções por Coronavirus/veterinária , Genótipo , Vírus da Bronquite Infecciosa/genética , Nucleocapsídeo , Nucleotídeos , Filogenia , Doenças das Aves Domésticas/epidemiologia
15.
Neural Netw ; 135: 127-138, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-33383527

RESUMO

Named entity recognition (NER) for identifying proper nouns in unstructured text is one of the most important and fundamental tasks in natural language processing. However, despite the widespread use of NER models, they still require a large-scale labeled data set, which incurs a heavy burden due to manual annotation. Domain adaptation is one of the most promising solutions to this problem, where rich labeled data from the relevant source domain are utilized to strengthen the generalizability of a model based on the target domain. However, the mainstream cross-domain NER models are still affected by the following two challenges (1) Extracting domain-invariant information such as syntactic information for cross-domain transfer. (2) Integrating domain-specific information such as semantic information into the model to improve the performance of NER. In this study, we present a semi-supervised framework for transferable NER, which disentangles the domain-invariant latent variables and domain-specific latent variables. In the proposed framework, the domain-specific information is integrated with the domain-specific latent variables by using a domain predictor. The domain-specific and domain-invariant latent variables are disentangled using three mutual information regularization terms, i.e., maximizing the mutual information between the domain-specific latent variables and the original embedding, maximizing the mutual information between the domain-invariant latent variables and the original embedding, and minimizing the mutual information between the domain-specific and domain-invariant latent variables. Extensive experiments demonstrated that our model can obtain state-of-the-art performance with cross-domain and cross-lingual NER benchmark data sets.


Assuntos
Armazenamento e Recuperação da Informação/métodos , Processamento de Linguagem Natural , Semântica , Aprendizado de Máquina Supervisionado , Humanos , Idioma
16.
Appl Microbiol Biotechnol ; 104(24): 10493-10502, 2020 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-33151367

RESUMO

Indigoidine is a dark-blue natural pigment with application prospect and synthesized from glutamine (Gln) by series of indigoidine synthetases (IndCs). Indigoidine production can be improved by enhancing Gln pool via supplementing Gln directly or converting metabolism glutamate (Glu) to Gln by glutamine synthetase (GlnA). But, Gln is expensive, and excess Gln inhibits indigoidine production of the recombinant strain. Supplementing Glu instead of Gln may improve the productive and economic efficiency of indigoidine, but the local activities and positions of the indigoidine pathway enzymes GlnA, Sc-IndC, and the helper protein of Sc-IndC (IndB) should be well arranged. We identified the Streptomyces chromofuscus ATCC 49982 derived IndC (Sc-IndC) as an more efficient IndC compared to other IndCs applied for constructing indigoidine-producting strains, and designed series of protein scaffold complexes with architectures of PDZ, SH3, and GBD domains (PxSyG1) to arrange the pathway enzymes. The strain recruiting GlnA, Sc-IndC, and IndB on the PDZ, SH3, and GBD domains of scaffold P1S2G1, respectively, was the most efficient. In the strain, the GlnA supplied sufficient local Gln for Sc-IndC from Glu, and the generated Gln was immediately consumed by Sc-IndC to relieve cell growth inhibition caused by Gln. The optimum Glu concentration (6 g/L) for the strain was higher than those of the strains recruiting Sc-IndC on the GBD domain, which was away from the PDZ domain recruiting GlnA. The highest titer of indigoidine was 12 g/L, which was two folds of the control without scaffold (5.8 g/L). The titer is 5 g/L higher than the control without Glu supplemented (6.9 g/L), meaning that 97% of the supplemented Glu was transformed into indigoidine. The batch fermentation with the optimum strain in a 5-L reactor achieved an indigoidine titer of 14 g/L in 60 h. To our knowledge, this was the most efficient indigoidine productivity achieved so far. The optimization strategies by protein scaffold should be applicative to other pathways with complex substrate demands. KEY POINTS: •Protein scaffold systems were designed to arrange the indigoidine synthetic pathway. •The scaffold system improved supplement of Gln for indigoidine production from Glu. •The inhibition caused by excess Gln was relieved by proper designed scaffold. •The yield and titer of indigoidine was improved by arranging the pathway enzymes. Graphical abstract.


Assuntos
Piperidonas , Streptomyces , Proteínas de Bactérias , Ácido Glutâmico , Glutamina
17.
Cell Stress Chaperones ; 24(6): 1151-1161, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31628639

RESUMO

Functional orthopedic treatment is effective for the correction of malformation. Studies demonstrated myoblasts undergo proliferation and apoptosis on certain stretch conditions. MicroRNAs (miRNAs) function in RNA silencing and post-transcriptional regulation of gene expression, and participate in various biological processes, including proliferation and apoptosis. One hypothesis suggested that miRNA was involved into the procedure via suppressing its target genes then triggered endoplasmic reticulum stress-induced apoptosis. Therefore, miRNAs play important roles in the regulation of the proliferation and apoptosis of myoblasts. In our study, the miR-147 has been explored. A cyclic mechanical stretch model was established to observe the features of rat L6 myoblasts. The detection of mRNA and protein levels was performed by qRT-PCR and western blot. L6 cell proliferation/apoptosis was checked by CCK-8 assay, DNA fragmentation assay, and caspase-3 activity assay. MiRNA transfections were performed as per the manufacturer's suggestions: (1) cyclic mechanical stretch induced apoptosis of L6 myoblasts and inhibition of miR-147; (2) miR-147 attenuated cyclic mechanical stretch-induced apoptosis of L6 myoblasts; (3) miR-147 attenuated cyclic mechanical stretch-induced L6 myoblast endoplasmic reticulum stress; (4) BRMS1 was a direct target of miR-147 in L6 myoblasts; (5) miR-147/BRMS1 axis participated in the regulation of cyclic mechanical stress on L6 myoblasts. MiR-147 attenuates endoplasmic reticulum stress by targeting BRMS1 to inhibit cyclic mechanical stretch-induced apoptosis of L6 myoblasts.


Assuntos
Apoptose/fisiologia , Estresse do Retículo Endoplasmático/fisiologia , MicroRNAs/fisiologia , Mioblastos/metabolismo , Proteínas Repressoras/metabolismo , Animais , Linhagem Celular , Proliferação de Células/fisiologia , Mioblastos/citologia , Estresse Mecânico
18.
Plant Physiol Biochem ; 128: 66-71, 2018 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-29758474

RESUMO

In this study, two pathogenesis-related (PR) class 10 protein isoforms, ASPR-1 and ASPR-2, were purified from fresh roots of the Chinese medicinal plant Angelica sinensis (A. sinensis) using 80% ammonium sulfate precipitation, Sephadex G50 gel filtration chromatography, and DEAE-Sepharose ion-exchange chromatography. The molecular masses of ASPR-1 and ASPR-2 were estimated to be 16.66 kDa and 16.46 kDa, respectively, using sodium dodecylsulfate-polyacrylamide gel electrophoresis (SDS-PAGE). The isoforms are both glycoproteins containing glycosyl contents of 1.8% (ASPR-1) and 3.4% (ASPR-2). The two isoforms were predominantly present as monomers, but they partially dimerized in solution. The 15 N-terminal amino acids of ASPR-1 were determined to be GIQKTEVEAPSTVSA, with significant sequence homology to certain PR-10 proteins. ASPR-2 was also identified using matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF-MS) analysis to be a PR-10 protein. The isoforms both exhibited ribonuclease (RNase) activity, with ASPR-2 having higher specific activity (128.85 U mg-1) than ASPR-1 (68.67 U mg-1). The isoforms had the same optimal temperature of 50 °C but different optimal pH values of 5.0 (ASPR-1) and 6.0 (ASPR-2). The RNase activities of the isoforms were both stable for 30 min at 50 °C, rapidly decreasing at higher or lower processing temperatures. However, ASPR-1 retained higher residual activity (89.4%-80.9%) than ASPR-2 (74.3%-67.9%) at temperatures from 40 °C to 60 °C. These results provide additional information to enrich the current knowledge of poorly annotated A. sinensis proteins.


Assuntos
Angelica sinensis/química , Proteínas de Plantas/química , Proteínas de Plantas/isolamento & purificação , Raízes de Plantas/química , Ribonucleases/química , Ribonucleases/isolamento & purificação , Angelica sinensis/metabolismo , Proteínas de Plantas/metabolismo , Raízes de Plantas/metabolismo , Isoformas de Proteínas/química , Isoformas de Proteínas/isolamento & purificação , Isoformas de Proteínas/metabolismo , Ribonucleases/metabolismo
19.
Food Chem ; 224: 382-389, 2017 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-28159284

RESUMO

Methods for the on-site analysis of food contaminants are in high demand. Although portable Raman spectroscopy is commonly used to test food on-site, it can be challenge to achieve this goal with rapid detection and inexpensive substrate. In this study, we detected trace food contaminants in samples of whole milk powder using the methods that combined chromatography with surface-enhanced Raman scattering detection (SERS). We developed a simple and efficient technique to fabricate the paper with chitosan-modified silver nanoparticles as a SERS-active substrate. The soaking time of paper and the concentration of chitosan solution were optimized for chromatographic separation and SERS detection. We then studied the separation properties for real applications including complex sample matrices, and detected melamine at 1mg/L, dicyandiamide at 100mg/L and sodium sulfocyanate at 10mg/L in whole milk powder. As such, our methods have great potential for field-based detection of milk contaminants.


Assuntos
Quitosana/química , Contaminação de Alimentos/análise , Nanopartículas Metálicas/química , Leite/química , Prata/química , Análise Espectral Raman , Animais , Cromatografia , Guanidinas/análise , Limite de Detecção , Pós/química , Soluções , Triazinas/análise
20.
Water Sci Technol ; 74(7): 1744-1751, 2016 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-27763355

RESUMO

The adsorption behavior of pharmaceuticals and personal care product, Bisphenol-A (BPA), according to four coal-based and four wood-based granular activated carbons modified using outgassing treatment, acidic treatment or alkaline treatment was studied. The adsorption isotherm results indicated that carbon surface acidity played a very important role in the adsorption of BPA. It was found that increasing surface acidity would increase the hydrogen bonding effects and increase adsorption of BPA on activated carbon. The acidic modified sample (F600-A and OLC-A) represented the best adsorption capacity, and the equilibrium adsorption amounts reached 346.42 and 338.55 mg/g, respectively. Further, effects of surface charge and surface basicity were examined. It was found that the adsorbed amount of BPA decreased with the increase of surface charge. Finally, there appeared to be a significant oligomerization phenomenon with BPA molecules onto the surface of activated carbon. OLC and OLC-OG, which have higher micropore percentages, are very effective in hampering the oligomerization of BPA under oxic conditions.


Assuntos
Compostos Benzidrílicos/química , Carvão Vegetal/química , Fenóis/química , Poluentes Químicos da Água/química , Adsorção , Carvão Mineral , Concentração de Íons de Hidrogênio , Madeira
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