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1.
Nat Commun ; 15(1): 9269, 2024 Oct 27.
Artigo em Inglês | MEDLINE | ID: mdl-39465277

RESUMO

Sir2-HerA is a widely distributed antiphage system composed of a RecA-like ATPase (HerA) and an effector with potential NADase activity (Sir2). Sir2-HerA is believed to provide defense against phage infection in Sir2-dependent NAD+ depletion to arrest the growth of infected cells. However, the detailed mechanism underlying its antiphage activity remains largely unknown. Here, we report functional investigations of Sir2-HerA from Staphylococcus aureus (SaSir2-HerA), unveiling that the NADase function of SaSir2 can be allosterically activated by the binding of SaHerA, which then assembles into a supramolecular complex with NADase activity. By combining the cryo-EM structure of SaSir2-HerA in complex with the NAD+ cleavage product, it is surprisingly observed that Sir2 protomers that interact with HerA are in the activated state, which is due to the opening of the α15-helix covering the active site, allowing NAD+ to access the catalytic pocket for hydrolysis. In brief, our study provides a comprehensive view of an allosteric activation mechanism for Sir2 NADase activity in the Sir2-HerA immune system.


Assuntos
Proteínas de Bactérias , Microscopia Crioeletrônica , NAD , Staphylococcus aureus , Regulação Alostérica , NAD/metabolismo , Proteínas de Bactérias/metabolismo , Proteínas de Bactérias/química , NAD+ Nucleosidase/metabolismo , NAD+ Nucleosidase/química , Modelos Moleculares , Ligação Proteica , Domínio Catalítico , Bacteriófagos/metabolismo
2.
Smart Med ; 3(3): e20240007, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-39420949

RESUMO

Chinese medicine is identified as a candidate for wound healing. Attempts in this field tend to develop efficient dosage forms for delivering Chinese medicine with low side effects. In this paper, we proposed novel photothermal responsive porous hollow microneedles (PRPH-MNs) as a versatile Chinese medicine delivery system for efficient antibacterial wound treatment. The PRPH-MNs are composed of porous resin shells with good mechanical property, hydrogel cores, and a photothermal graphene oxide hybrid substrate. The hollow structure provides sufficient space for loading the drug dispersed hydrogel, while the porous resin shells could not only block the direct contact between drugs and wound sites but also provide channels for facilitating the drug release from the core. In addition, benefiting from the photothermal effect of their substrate, the PRPH-MNs could be heated under near-infrared (NIR) irradiation for controllable promotion of drug release. Based on these features, we have proved that the antibacterial Chinese medicine Rhein loaded PRPH-MNs were effective in promoting wound healing due to their good antibacterial property and on-demand drug release. Thus, we believe that the proposed PRPH-MNs are valuable for delivery of different drugs for clinical applications.

3.
Mol Ther Methods Clin Dev ; 32(3): 101325, 2024 Sep 12.
Artigo em Inglês | MEDLINE | ID: mdl-39309757

RESUMO

The effectiveness of mRNA vaccines largely depends on their lipid nanoparticle (LNP) component. Herein, we investigate the effectiveness of DLin-KC2-DMA (KC2) and SM-102-based LNPs for the intramuscular delivery of a plasmid encoding B.1.617.2 (Delta) spike fused with CD40 ligand. LNP encapsulation of this CD40L-adjuvanted DNA vaccine with either LNP formulation drastically enhanced antibody responses, enabling neutralization of heterologous Omicron variants. The DNA-LNP formulations provided excellent protection from homologous challenge, reducing viral replication, and preventing histopathological changes in the pulmonary tissues. Moreover, the DNA-LNP vaccines maintained a high level of protection against heterologous Omicron BA.5 challenge despite a reduced neutralizing response. In addition, we observed that DNA-LNP vaccination led to the pulmonary downregulation of interferon signaling, interleukin-12 signaling, and macrophage response pathways following SARS-CoV-2 challenge, shedding some light on the mechanisms underlying the prevention of pulmonary injury. These results highlight the potential combination of molecular adjuvants with LNP-based vaccine delivery to induce greater and broader immune responses capable of preventing inflammatory damage and protecting against emerging variants. These findings could be informative for the future design of both DNA and mRNA vaccines.

4.
Emerg Microbes Infect ; 13(1): 2399949, 2024 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-39221484

RESUMO

The rising prevalence of Lyme disease (LD) in North America and Europe has emerged as a pressing public health concern. Despite the availability of veterinary LD vaccines, no vaccine is currently available for human use. Outer surface protein C (OspC) found on the outer membrane of the causative agent, Borrelia burgdorferi, has been identified as a promising target for LD vaccine development due to its sustained expression during mammalian infection. However, the efficacy and immunological mechanisms of LD vaccines solely targeting OspC are not well characterized. In this study, we developed an attenuated Vaccinia virus (VV) vectored vaccine encoding type A OspC (VV-OspC-A). Two doses of the VV-OspC-A vaccine conferred complete protection against homologous B. burgdorferi challenge in mice. Furthermore, the candidate vaccine also prevented the development of carditis and lymph node hyperplasia associated with LD. When investigating the humoral immune response to vaccination, VV-OspC-A was found to induce a robust antibody response predominated by the IgG2a subtype, indicating a Th1-bias. Using a novel quantitative flow cytometry assay, we also determined that elicited antibodies were capable of inducing antibody-dependent cellular phagocytosis in vitro. Finally, we demonstrated that VV-OspC-A vaccination generated a strong antigen-specific CD4+ T-cell response characterized by the secretion of numerous cytokines upon stimulation of splenocytes with OspC peptides. This study suggests a promising avenue for LD vaccine development utilizing viral vectors targeting OspC and provides insights into the immunological mechanisms that confer protection against B. burgdorferi infection.


Assuntos
Anticorpos Antibacterianos , Proteínas da Membrana Bacteriana Externa , Borrelia burgdorferi , Doença de Lyme , Vaccinia virus , Animais , Vaccinia virus/genética , Vaccinia virus/imunologia , Doença de Lyme/prevenção & controle , Doença de Lyme/imunologia , Borrelia burgdorferi/imunologia , Borrelia burgdorferi/genética , Camundongos , Proteínas da Membrana Bacteriana Externa/imunologia , Proteínas da Membrana Bacteriana Externa/genética , Anticorpos Antibacterianos/sangue , Anticorpos Antibacterianos/imunologia , Feminino , Antígenos de Bactérias/imunologia , Antígenos de Bactérias/genética , Vacinas Sintéticas/imunologia , Vacinas Sintéticas/administração & dosagem , Vacinas Sintéticas/genética , Vetores Genéticos , Imunoglobulina G/sangue , Vacinas Bacterianas/imunologia , Vacinas Bacterianas/genética , Vacinas Bacterianas/administração & dosagem , Vacinas contra Doença de Lyme/imunologia , Vacinas contra Doença de Lyme/administração & dosagem , Modelos Animais de Doenças , Linfócitos T CD4-Positivos/imunologia , Vacinas Atenuadas/imunologia , Vacinas Atenuadas/administração & dosagem , Vacinas Atenuadas/genética , Fagocitose
5.
Ecotoxicol Environ Saf ; 280: 116532, 2024 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-38850696

RESUMO

Air pollution, a pervasive environmental threat that spans urban and rural landscapes alike, poses significant risks to human health, exacerbating respiratory conditions, triggering cardiovascular problems, and contributing to a myriad of other health complications across diverse populations worldwide. This article delves into the multifarious impacts of air pollution, utilizing cutting-edge research methodologies and big data analytics to offer a comprehensive overview. It highlights the emergence of new pollutants, their sources, and characteristics, thereby broadening our understanding of contemporary air quality challenges. The detrimental health effects of air pollution are examined thoroughly, emphasizing both short-term and long-term impacts. Particularly vulnerable populations are identified, underscoring the need for targeted health risk assessments and interventions. The article presents an in-depth analysis of the global disease burden attributable to air pollution, offering a comparative perspective that illuminates the varying impacts across different regions. Furthermore, it addresses the economic ramifications of air pollution, quantifying health and economic losses, and discusses the implications for public policy and health care systems. Innovative air pollution intervention measures are explored, including case studies demonstrating their effectiveness. The paper also brings to light recent discoveries and insights in the field, setting the stage for future research directions. It calls for international cooperation in tackling air pollution and underscores the crucial role of public awareness and education in mitigating its impacts. This comprehensive exploration serves not only as a scientific discourse but also as a clarion call for action against the invisible but insidious threat of air pollution, making it a vital read for researchers, policymakers, and the general public.


Assuntos
Poluentes Atmosféricos , Poluição do Ar , Doenças Respiratórias , Humanos , Poluentes Atmosféricos/análise , Poluentes Atmosféricos/efeitos adversos , Poluição do Ar/efeitos adversos , Doenças Cardiovasculares/epidemiologia , Doenças Cardiovasculares/etiologia , Exposição Ambiental/efeitos adversos , Monitoramento Ambiental , Material Particulado/análise , Medição de Risco , Doenças Respiratórias/etiologia
7.
Sci Total Environ ; 914: 169980, 2024 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-38215837

RESUMO

Soil contamination with toxic heavy metals [such as lead (Pb)] is becoming a serious global problem due to the rapid development of the social economy. Organic chelating agents such as maleic acid (MA) and tartaric acid (TA) are more efficient, environmentally friendly, and biodegradable compared to inorganic chelating agents and they enhance the solubility, absorption, and stability of metals. To investigate this, we conducted a hydroponic experiment to assess the impact of MA (0.25 mM) and TA (1 mM) on enhancing the phytoremediation of Pb under its toxic concentration of 100 µM, using the oil seed crop canola (Brassica napus L.). Results from the present study showed that the Pb toxicity significantly (P < 0.05) decreased plant growth and biomass, photosynthetic pigments, gas exchange attributes and nutritional contents from the roots and shoots of the plants. In contrast, toxic concentration of Pb significantly (P < 0.05) increased oxidative stress indicators in term of malondialdehyde, hydrogen peroxide, and electrolyte leakage, increased enzymatic and non-enzymatic antixoidants and their specific gene expression and also increased organic acid exudation patter in the roots of B. napus. In addition, scanning electron microscopy (SEM) and transmission electron microscopy (TEM) revealed that Pb toxicity significantly affected double membranous organelles while Fourier-transform infrared (FTIR) spectroscopy showed an nveiled distinct peak variations in Pb-treated plants, when compared to control. Additionally, scanning electron microscopy (SEM) and transmission electron microscopy (TEM) revealed that Pb toxicity significantly affected double-membrane organelles, while Fourier-transform infrared (FTIR) spectroscopy unveiled distinct peak variations in Pb-treated plants compared to the control. The negative impact of Pb toxicity can overcome the application of MA and TA, which ultimately increased plant growth and biomass by capturing the reactive oxygen species, and decreased oxidative stress in B. napus. With the application of MA and TA, the values of the bioaccumulation factor (BAF) and translocation factor (TF) exceeded 1, indicating that the use of MA and TA enhances the phytoremediation potential of B. napus under Pb stress conditions. This finding could be beneficial for field environment studies, especially when explored through in-depth genetic and molecular analysis.


Assuntos
Brassica napus , Poluentes do Solo , Chumbo/análise , Brassica napus/metabolismo , Poluentes do Solo/análise , Biodegradação Ambiental , Quelantes/metabolismo , Raízes de Plantas/metabolismo , Solo
8.
Environ Pollut ; 341: 122928, 2024 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-37967711

RESUMO

Natural resistance associated macrophage protein 5 (NRAMP5) is a key transporter for cadmium (Cd) uptake by rice roots; however, the effect of OsNRAMP5 on Cd translocation and redistribution in rice plants remains unknown. In this study, an extremely low Cd-accumulation mutant (lcd1) and wild type (WT) plants were utilized to investigate the effect of OsNRAMP5 mutation on Cd translocation and redistribution via the xylem and phloem and its possible physiological mechanism using field, hydroponic and isotope-labelling experiments. The results showed that OsNRAMP5 mutation reduced xylem and phloem transport of Cd, due to remarkably lower Cd translocation from roots to shoots and from the leaves Ⅰ-Ⅲ to their corresponding nodes, as well as lower Cd concentrations in xylem and phloem sap of lcd1 compared to WT plants. Mutation of OsNRAMP5 reduced Cd translocation from roots to shoots in lcd1 plants by increasing Cd deposition in cellulose of root cell walls and reducing OsHMA2-and OsCCX2-mediated xylem loading of Cd, and the citric acid- and tartaric acid-mediated long-distance xylem transport of Cd. Moreover, OsNRAMP5 mutation inhibited Cd redistribution from flag leaves to nodes and panicles in lcd1 plants by increasing Cd sequestration in cellulose and vacuoles, and decreasing OsLCT1-mediated Cd phloem transport in flag leaves.


Assuntos
Cádmio , Oryza , Cádmio/metabolismo , Oryza/genética , Oryza/metabolismo , Floema/metabolismo , Transporte Biológico , Xilema/metabolismo , Mutação , Celulose/metabolismo , Raízes de Plantas/metabolismo
9.
Environ Sci Pollut Res Int ; 31(5): 7298-7311, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38157175

RESUMO

In this study, 6229 brown rice grains from three major rice-producing regions were collected to investigate the spatial and variety distributions of heavy metals in rice grains in China. The potential sources of heavy metals in rice grains were identified using the Pearson correlation matrix and principal component analysis, and the health risks of dietary exposure to heavy metals via rice consumption were assessed using the hazard index (HI) and total carcinogenic risk (TCR) method, respectively. Moreover, 48 paired soil and rice samples from 11 cities were collected to construct a predicting model for Cd accumulation in rice grains using the multiple linear stepwise regression analysis. The results indicated that Cd and Ni were the main heavy metal pollutants in rice grains in China, with approximately 10% of samples exceeding their corresponding maximum allowable limits. The Yangtze River basin had heavier pollution of heavy metals than the Southeast Coastal Region and Northeast Plain, and the indica rice varieties had higher heavy metal accumulation abilities compared with the japonica rice. The Cu, Pb, and Cd mainly originated from anthropogenic sources, while As, Hg, Cr, and Ni originated from both natural and anthropogenic sources. The mean HI and TCR values of dietary exposure to heavy metals via rice consumption ranged from 2.92 to 4.31 and 9.74 × 10-3 to 1.44 × 10-2, respectively, much higher than the acceptable range, and As and Ni were the main contributor to the HI and TCR for Chinese adults and children, respectively. The available Si (ASi), total Cd (TCd), available Mo (AMo), and available S (AS) were the main soil factors determining grain Cd accumulation. A multiple linear stepwise regression model was constructed based on ASi, TCd, AMo, and AS in soils with good accuracy and precision, which could be applied to predict Cd accumulation in rice grains and guide safe rice production in contaminated paddy fields.


Assuntos
Metais Pesados , Oryza , Poluentes do Solo , Criança , Adulto , Humanos , Cádmio/análise , Poluentes do Solo/análise , Metais Pesados/análise , Medição de Risco , China , Solo , Receptores de Antígenos de Linfócitos T , Monitoramento Ambiental
10.
Heliyon ; 9(11): e21000, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37920486

RESUMO

Background: The pathogenesis of hyperplasia of mammary glands (HMG) is a complex process, involving multiple links and systems within the body. Current clinical research indicates that traditional Chinese medicine (TCM) demonstrates a significant therapeutic effect in treating HMG. Single herbs or herbal pairs (two herbs) are the basic units of preventing and treating HMG. It is of great significance to explore the mechanism of single herbs or herbal pairs in treating HMG for clarifying the mechanism of preventing HMG with TCM. Purpose: This study aimed to review the literature, summarize the known mechanisms of single herbs and herbal pair therapy for treating hyperplasia of mammary glands (HMG), and elucidate the relevant substances involved within and outside the body during these treatments. Study design: In this study, the action mechanism of single herbs or herbal pairs in treating HMG was selected as the research object. English articles were mainly selected and Chinese articles were supplemented. We conducted a literature search in PubMed, CNKI, WanFang Database, etc,including full-text studies published between January 1992 and December 31, 2022. The primary literature was carefully screened, and the mechanism of action was explored by logical analysis. Methods: We conducted a literature review focusing on basic studies that explored the mechanisms underlying the effects of herbal treatments for mammary gland hyperplasia. The literature search was performed in PubMed, CNKI, and WanFang Database, covering full-text articles published from January 1992 to 31 December 2022, using various keywords (e.g., hyperplasia of mammary glands, single herb, herbal pair, effect, mechanism, inclusion criteria). Exclusion criteria were also set. We employed methods such as literature measurement, literature research, and content analysis to logically analyze, induce, and deduce the findings of the collected literature. Results: This review reveals that several distinct mechanisms contribute to the beneficial effects of single herbs or herbal pairs on the recovery of mammary gland hyperplasia. Regarding hormone levels, Chinese herbs can decrease hormones such as Estradiol(E2) and Prolactin(PRL), increase Progesterone(P) levels, balance the E2/P ratio, reduce the expression of sex hormone receptors, and lessen the self-sensitivity of breast tissue under the influence of E2. Histologically, Chinese herbs can inhibit breast neovascularization and alleviate blood viscosity. At the cellular level, Chinese herbs can modulate the expression of apoptosis genes and proteins, decrease cell proliferation activity, and ultimately inhibit or even reverse breast hyperplasia. From a pharmacological perspective, Chinese herbs exhibit analgesic, anti-inflammatory, antioxidant, and immune-regulating properties. Conclusion: The evidence in this review demonstrates the effectiveness of single herbs or herbal pairs in preventing and treating mammary gland hyperplasia, with precise underlying mechanisms.

11.
Vaccines (Basel) ; 11(10)2023 Oct 11.
Artigo em Inglês | MEDLINE | ID: mdl-37896985

RESUMO

In recent years, lipid nanoparticles (LNPs) have emerged as a revolutionary technology for vaccine delivery. LNPs serve as an integral component of mRNA vaccines by protecting and transporting the mRNA payload into host cells. Despite their prominence in mRNA vaccines, there remains a notable gap in our understanding of the potential application of LNPs for the delivery of DNA vaccines. In this study, we sought to investigate the suitability of leading LNP formulations for the delivery of plasmid DNA (pDNA). In addition, we aimed to explore key differences in the properties of popular LNP formulations when delivering either mRNA or DNA. To address these questions, we compared three leading LNP formulations encapsulating mRNA- or pDNA-encoding firefly luciferase based on potency, expression kinetics, biodistribution, and immunogenicity. Following intramuscular injection in mice, we determined that RNA-LNPs formulated with either SM-102 or ALC-0315 lipids were the most potent (all p-values < 0.01) and immunogenic (all p-values < 0.05), while DNA-LNPs formulated with SM-102 or ALC-0315 demonstrated the longest duration of signal. Additionally, all LNP formulations were found to induce expression in the liver that was proportional to the signal at the injection site (SM102: r = 0.8787, p < 0.0001; ALC0315: r = 0.9012, p < 0.0001; KC2: r = 0.9343, p < 0.0001). Overall, this study provides important insights into the differences between leading LNP formulations and their applicability to DNA- and RNA-based vaccinations.

12.
Genes (Basel) ; 14(6)2023 06 18.
Artigo em Inglês | MEDLINE | ID: mdl-37372466

RESUMO

BAHD acyltransferases (BAHDs), especially those present in plant epidermal wax metabolism, are crucial for environmental adaptation. Epidermal waxes primarily comprise very-long-chain fatty acids (VLCFAs) and their derivatives, serving as significant components of aboveground plant organs. These waxes play an essential role in resisting biotic and abiotic stresses. In this study, we identified the BAHD family in Welsh onion (Allium fistulosum). Our analysis revealed the presence of AfBAHDs in all chromosomes, with a distinct concentration in Chr3. Furthermore, the cis-acting elements of AfBAHDs were associated with abiotic/biotic stress, hormones, and light. The motif of Welsh onion BAHDs indicated the presence of a specific BAHDs motif. We also established the phylogenetic relationships of AfBAHDs, identifying three homologous genes of CER2. Subsequently, we characterized the expression of AfCER2-LIKEs in a Welsh onion mutant deficient in wax and found that AfCER2-LIKE1 plays a critical role in leaf wax metabolism, while all AfCER2-LIKEs respond to abiotic stress. Our findings provide new insights into the BAHD family and lay a foundation for future studies on the regulation of wax metabolism in Welsh onion.


Assuntos
Ácidos Graxos , Cebolas , Cebolas/genética , Ácidos Graxos/metabolismo , Filogenia , Epiderme Vegetal/genética , Epiderme Vegetal/metabolismo , Ceras/metabolismo
13.
Surg Endosc ; 37(9): 6915-6921, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37322362

RESUMO

BACKGROUND: Patients with early esophageal squamous cell neoplasias (ESCNs) that are totally or nearly totally circumferential face challenges in their clinical work. Endoscopic submucosal dissection (ESD) frequently leads to esophageal strictures. Endoscopic radiofrequency ablation (RFA), which stands out for its simplicity of use and low rate of stenosis, is a rapidly evolving therapeutic strategy for early ESCNs. We contrast ESD with RFA in order to find which method is best for the treatment of a wide range of esophageal diseases. METHODS: Patients who had flat-type, early, large ESCNs (extending more than 3/4 of the esophageal circumference) treated endoscopically were enrolled retrospectively. The primary outcome measurements were adverse events and local control of the neoplastic lesion. RESULTS: A total of 105 patients received treatment; 60 had ESD and 45 received RFA. Despite the patients receiving RFA typically having larger tumors (14.27 vs. 5.70 cm, P < 0.05), the local control of the neoplastic lesion and procedure-related complications were comparable between the ESD and RFA groups. A considerably higher risk of esophageal stenosis was observed in patients with extensive lesions in the ESD group compared to the RFA group (60% vs. 31%; P < 0.05), and the rate of refractory stricture is also higher than that of the RFA. CONCLUSION: Both RFA and ESD are effective in treating large, flat, early ESCNs; however, ESD is more likely to cause side effects, such as esophageal stricture, particularly in lesions that are larger than 3/4 of the diameter. Before RFA, a more precise and thorough pretreatment examination should be performed. A more accurate pretreatment evaluation will be an important development direction for early esophageal cancer in future. After surgery, a strict routine review is crucial.


Assuntos
Carcinoma de Células Escamosas , Ressecção Endoscópica de Mucosa , Neoplasias Esofágicas , Estenose Esofágica , Ablação por Radiofrequência , Humanos , Carcinoma de Células Escamosas/cirurgia , Ressecção Endoscópica de Mucosa/efeitos adversos , Ressecção Endoscópica de Mucosa/métodos , Estudos Retrospectivos , Neoplasias Esofágicas/patologia , Células Epiteliais/patologia , Ablação por Radiofrequência/efeitos adversos , Estenose Esofágica/etiologia , Resultado do Tratamento
14.
Front Immunol ; 14: 1020134, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37006299

RESUMO

Introduction: The incidence of Lyme disease (LD) in Canada and the United States has risen over the last decade, nearing 480,000 cases each year. Borrelia burgdorferi sensu lato, the causative agent of LD, is transmitted to humans through the bite of an infected tick, resulting in flu-like symptoms and often a characteristic bull's-eye rash. In more severe cases, disseminated bacterial infection can cause arthritis, carditis and neurological impairments. Currently, no vaccine is available for the prevention of LD in humans. Methods: In this study, we developed a lipid nanoparticle (LNP)-encapsulated DNA vaccine encoding outer surface protein C type A (OspC-type A) of B. burgdorferi. Results: Vaccination of C3H/HeN mice with two doses of the candidate vaccine induced significant OspC-type A-specific antibody titres and borreliacidal activity. Analysis of the bacterial burden following needle challenge with B. burgdorferi (OspC-type A) revealed that the candidate vaccine afforded effective protection against homologous infection across a range of susceptible tissues. Notably, vaccinated mice were protected against carditis and lymphadenopathy associated with Lyme borreliosis. Discussion: Overall, the results of this study provide support for the use of a DNA-LNP platform for the development of LD vaccines.


Assuntos
Borrelia burgdorferi , Doença de Lyme , Miocardite , Vacinas de DNA , Humanos , Camundongos , Animais , Vacinas Bacterianas , Camundongos Endogâmicos C3H , DNA
15.
J Clin Med ; 12(5)2023 Feb 21.
Artigo em Inglês | MEDLINE | ID: mdl-36902504

RESUMO

OBJECTIVE: To develop binary and quaternary classification prediction models in patients with severe acute pancreatitis (SAP) using machine learning methods, so that doctors can evaluate the risk of patients with acute respiratory distress syndrome (ARDS) and severe ARDS at an early stage. METHODS: A retrospective study was conducted on SAP patients hospitalized in our hospital from August 2017 to August 2022. Logical Regression (LR), Random Forest (RF), Support Vector Machine (SVM), Decision Tree (DT), and eXtreme Gradient Boosting (XGB) were used to build the binary classification prediction model of ARDS. Shapley Additive explanations (SHAP) values were used to interpret the machine learning model, and the model was optimized according to the interpretability results of SHAP values. Combined with the optimized characteristic variables, four-class classification models, including RF, SVM, DT, XGB, and Artificial Neural Network (ANN), were constructed to predict mild, moderate, and severe ARDS, and the prediction effects of each model were compared. RESULTS: The XGB model showed the best effect (AUC = 0.84) in the prediction of binary classification (ARDS or non-ARDS). According to SHAP values, the prediction model of ARDS severity was constructed with four characteristic variables (PaO2/FiO2, APACHE II, SOFA, AMY). Among them, the overall prediction accuracy of ANN is 86%, which is the best. CONCLUSIONS: Machine learning has a good effect in predicting the occurrence and severity of ARDS in SAP patients. It can also provide a valuable tool for doctors to make clinical decisions.

16.
Emerg Microbes Infect ; 12(1): 2192821, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36927227

RESUMO

Influenza and Respiratory Syncytial virus (RSV) infections together contribute significantly to the burden of acute lower respiratory tract infections. Despite the disease burden, no approved RSV vaccine is available. While approved vaccines are available for influenza, seasonal vaccination is required to maintain protection. In addition to both being respiratory viruses, they follow a common seasonality, which warrants the necessity for a concerted vaccination approach. Here, we designed bivalent vaccines by utilizing highly conserved sequences, targeting both influenza A and RSV, as either a chimeric antigen or individual antigens separated by a ribosome skipping sequence. These vaccines were found to be effective in protecting the animals from challenge by either virus, with mechanisms of protection being substantially interrogated in this communication.


Assuntos
Vacinas contra Influenza , Influenza Humana , Infecções por Vírus Respiratório Sincicial , Camundongos , Animais , Humanos , Vírus Sinciciais Respiratórios/genética , Vacinas Combinadas , Anticorpos Antivirais , Infecções por Vírus Respiratório Sincicial/prevenção & controle , Vacinas contra Influenza/genética , Anticorpos Neutralizantes
17.
Food Funct ; 14(2): 769-786, 2023 Jan 23.
Artigo em Inglês | MEDLINE | ID: mdl-36594412

RESUMO

1-Octacosanol (Octa) is reported to possess many physiological properties. However, its relative mechanism has not been illustrated yet. Herein, we aimed to investigate the effect of Octa on insulin resistance in mice fed with a high fat diet (HFD) and used an in vitro simulated gastrointestinal tract to analyze its digestive behavior. The effects of Octa on the gut microbiota were verified by in vitro fermentation using the mouse fecal microbiota. As a result, the Octa monomer was digested into shortened saturated and unsaturated fatty acids (C10-C24) in the simulated gastrointestinal tract. Octa improved the fasting blood glucose (FBG), insulin resistance (IR), plasma lipids, and inflammatory response in HFD-fed mice in a dose-dependent manner. This study also suggested that a high-dose of Octa effectively decreased the levels of toll-like receptor 4 (TLR4), nuclear factor kappa-B (NF-κB), tumor necrosis factor-α (TNF-α), and interleukin-6 (IL-6) in the plasma of HFD-fed mice. Octa improved the oxidative stress induced by a HFD and increased the expression of the Nrf2/ARE signaling pathway. Importantly, Octa reshaped gut microbiota through decreasing Firmicutes content and increasing Bacteroidota and Verrucomicrobiota contents at the phylum level, and the changes of intestinal flora structure caused by Octa were significantly correlated with the changes of inflammatory biomarkers. In conclusion, the effects of Octa on insulin resistance might be attributed to the reconstruction of the gut microbiota structure and inhibition of the TLR4/NF-κB inflammatory pathway in HFD-induced obese individuals.


Assuntos
Microbioma Gastrointestinal , Resistência à Insulina , Camundongos , Animais , NF-kappa B/metabolismo , Dieta Hiperlipídica , Receptor 4 Toll-Like/metabolismo , Fígado/metabolismo , Camundongos Endogâmicos C57BL
18.
Se Pu ; 40(8): 746-752, 2022 Aug.
Artigo em Chinês | MEDLINE | ID: mdl-35903842

RESUMO

Rice is a major dietary staple in many communities owing to its high nutritional value and characteristic aroma. Oryzanol, a mixture of ferulic acid esters of triterpene alcohols and phytosterols, is a major group of phytochemicals found in rice. 24-Methylenecycloartanyl ferulate (24MCA-FA), cycloartenyl ferulate (CA-FA), and campestanyl ferulate (Camp-FA) have been identified as the primary components of oryzanol. At present, for the quantification of oryzanol in rice and rice products, UV spectroscopy or high performance liquid chromatography (HPLC) is widely employed. However, these methods cannot differentiate individual oryzanols, resulting in higher measured values. To extract oryzanol, methods including liquid-liquid extraction, acidulation extraction, and direct solvent extraction have been typically employed, as they do not require specific extraction instrumentation. However, there has been no systematic study on the direct solvent extraction and purification conditions of oryzanol in rice. In this study, a rapid and accurate analytical method based on HPLC-MS/MS and mixed-mode anion exchange (MAX) solid-phase extraction was established to determine the content of three oryzanols (24MCA-FA, CA-FA, and Camp-FA) in rice. The MS parameters, such as the collision energy of three ion pairs of each oryzanol, were optimized. Further, the chromatographic separation conditions and response intensities of the oryzanols in different mobile phases were compared. The effects of different pretreatment conditions on the extraction efficiency of the three oryzanols in rice samples and different purification conditions on their recovery were investigated. Combined with the external standard method, the three oryzanols in rice were successfully quantified. The results showed that the baseline separation and highest response for the three oryzanols were achieved using the Agilent Eclipse XDB-C8 chromatographic column (150 mm×2.1 mm, 3.5 µm) when methanol∶ acetonitrile in a 1∶1 ratio (v/v) and an aqueous solution of 5 mmol/L ammonium acetate were used as the mobile phases for gradient elution. The extraction rate of the three oryzanols was highest when using 2.5 g of the sample, adding 20 mL of methanol, soaking for 12 h, ultrasonicating at a temperature of 40 ℃ for 20 min, and centrifuging the extracted solutions at 4500 r/min for 10 min. The samples were purified by MAX, and the sample matrix effect was found to be lesser than 1.6%-10.8%. Under the optimum conditions, the calibration curves of the three oryzanols showed good linearity (correlation coefficients r2≥0.9983) within their respective linear ranges. The limits of detection were in the range of 0.5-1.0 µg/L, and limits of quantification were in the range of 2.0-3.5 µg/L. Accuracy and precision experiments were performed on rice samples spiked at three levels (2, 5, and 10 times the background concentration), with three replicates. The average recoveries of the three oryzanols ranged from 86.1% to 110.6%, and the relative standard deviations (RSDs) were between 0.9% and 3.2%. The method showed good performance when applied to the analysis of real samples. In conclusion, the developed method can determine the content of the three oryzanols in rice quickly and accurately, and can be used for the subsequent measurement of oryzanol compounds in rice.


Assuntos
Oryza , Espectrometria de Massas em Tandem , Cromatografia Líquida de Alta Pressão , Oryza/química , Fenilpropionatos , Extração em Fase Sólida , Solventes
19.
Hum Vaccin Immunother ; 18(5): 2083428, 2022 11 30.
Artigo em Inglês | MEDLINE | ID: mdl-35724343

RESUMO

Influenza is a major public health concern causing millions of hospitalizations every year. The current vaccines need annual updating based on prediction of likely strains in the upcoming season. However, mismatches between vaccines and the actual circulating viruses can occur, reducing vaccine effectiveness significantly because of the remarkably high rate of mutation in the viral glycoprotein, hemagglutinin (HA). Clearly, it would be of great interest to determine the potential role of universally conserved epitopes in inducing protective immunity. Here, an antibody against the 14-aa fusion peptide sequence at the N-terminus of the HA2 subunit (Uni-1) was investigated for its ability to elicit antibody-dependent cellular cytotoxicity (ADCC) in vitro and cross-protection against lethal infection in animals. Uni-1, known to neutralize influenza type A (IAV) in vitro, was found to induce strong ADCC against diverse influenza viruses, including human and avian IAVs and both lineages of type B (IBV). The ADCC effects against human IAVs by Uni-1 was comparable to ADCC induced by well-characterized antibodies, F10 and FI6V3. Importantly, mice treated with Uni-1 were protected against lethal challenge of IAV and IBV. These results revealed the versatile effector functions of this universal antibody against markedly diverse strains of both IAV and IBV.


The fusion peptide is the only universally conserved epitope in both IAV and IBVMono-specific universal antibody induces strong ADCC against human and avian IAVMono-specific universal antibody induces strong ADCC against IBV from both genetic lineages of IBVThe antibody has bi-functional effector functions against several influenza viruses.


Assuntos
Vacinas contra Influenza , Influenza Humana , Infecções por Orthomyxoviridae , Camundongos , Humanos , Animais , Glicoproteínas de Hemaglutininação de Vírus da Influenza , Anticorpos Antivirais , Peptídeos
20.
Eur J Med Res ; 27(1): 9, 2022 Jan 13.
Artigo em Inglês | MEDLINE | ID: mdl-35027093

RESUMO

BACKGROUND: Yunnan has the highest rates of HIV in China. Other treatable sexually transmitted infections (STIs) are associated with accelerated HIV transmission and poor ART outcomes, but are only diagnosed by syndromic algorithms. METHODS: We recruited 406 HIV-positive participants for a cross-sectional study (204 ART-naive and 202 receiving ART). Blood samples and first-voided urine samples were collected. Real-time polymerase chain reaction methods were used for diagnosing Chlamydia trachomatis (CT), Neisseria gonorrhea (NG) and Mycoplasma genitalium (MG). Syphilis and herpes simplex virus type 2 (HSV-2) tests were also performed. RESULTS: Among the 406 participants, the overall prevalence of STIs was 47.0% and 45.1% in ART-naive individuals and 49.0% in individuals receiving ART, respectively. The testing frequencies were 11.6% (11.8% vs. 11.4%), 33.2% (29.4% vs. 37.1%), 3.2% (3.4% vs. 3.0%), 2.0% (3.4% vs. 0.5%) and 4.7% (6.4% vs. 3.0%) for active syphilis, HSV-2, CT, NG and MG, respectively. The percentage of multiple infections in both groups was 10.8% (22/204) in ART-naive participants and 9.9% (20/202) in participants receiving ART. Female sex, an age between 18 and 35 years, ever injecting drugs, homosexual or bisexual status, HIV/HBV coinfection, and not receiving ART were identified as risk factors. Self-reported asymptomatic patients were not eliminated from having a laboratory-diagnosed STI. CONCLUSIONS: The STI prevalence was 47.0% (45.1% vs. 49.0%), and HSV-2, syphilis and MG were the most common STIs in HIV-infected individuals. We found a high prevalence (6.4%) of MG in ART-naive individuals. HIV-positive individuals tend to neglect or hide their genital tract discomfort; thus, we suggest strengthening STI joint screening and treatment services among HIV-infected individuals regardless of whether they describe genital tract discomfort.


Assuntos
Infecções por HIV/epidemiologia , Programas de Rastreamento/métodos , Medição de Risco/métodos , Infecções Sexualmente Transmissíveis/epidemiologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , China/epidemiologia , Estudos Transversais , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Prevalência , Estudos Retrospectivos , Fatores de Risco , Adulto Jovem
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