Potential mechanism

  • 文章类型: Journal Article
    间充质干细胞(MSCs),作为具有多种分化潜能和免疫调节能力的干细胞类型,近年来在缺血性脑卒中的治疗中显示出广阔的前景。MSCs的主要特征包括其自我更新能力,不同类型细胞的分化潜能,以及分泌各种生物活性因子如细胞因子的能力,趋化因子,和生长因子,在组织修复和再生中起着关键作用。在缺血性中风的治疗中,MSCs通过多种机制发挥治疗作用,包括促进受损脑组织的血管再生,减少炎症反应,并保护神经元免受凋亡引起的损伤。研究表明MSCs可以通过释放神经营养因子和血管生成因子促进缺血区的修复,同时抑制缺血引发的免疫反应,从而改善神经功能。随着对其生物学机制的深入研究,MSCs在临床应用中逐渐显示出良好的安全性和有效性。因此,充分挖掘和利用MSCs在缺血性脑卒中治疗中的潜力,可能为未来的神经修复和再生医学提供新的思路和解决方案。
    Mesenchymal stem cells (MSCs), as a stem cell type with multiple differentiation potentials and immune regulatory abilities, have shown broad prospects in the treatment of ischemic stroke in recent years. The main characteristics of MSCs include their self-renewal ability, differentiation potential for different types of cells, and the ability to secrete various bioactive factors such as cytokines, chemokines, and growth factors, which play a key role in tissue repair and regeneration. In the treatment of ischemic stroke, MSCs exert therapeutic effects through various mechanisms, including promoting vascular regeneration of damaged brain tissue, reducing inflammatory responses, and protecting neurons from damage caused by apoptosis. Research have shown that MSCs can promote the repair of ischemic areas by releasing neurotrophic factors and angiogenic factors, while inhibiting immune responses triggered by ischemia, thereby improving neurological function. With the in-depth study of its biological mechanism, MSCs have gradually shown good safety and effectiveness in clinical applications. Therefore, fully exploring and utilizing the potential of MSCs in the treatment of ischemic stroke may provide new ideas and solutions for future neural repair and regenerative medicine.
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  • 文章类型: Journal Article
    背景:金叶百度颗粒(JYBD)已用于治疗急性呼吸道感染,并在治疗SARS-CoV-2和流感病毒等新出现或流行的呼吸道病毒方面具有临床疗效。
    目的:本研究旨在研究JYBD在体内和体外对甲型流感病毒(IAV)的抗病毒作用,并阐明其潜在机制。
    方法:采用超高效液相色谱结合Orbitrap质谱仪(UHPLC-OrbitrapMS)来描述JYBD的化学概况。通过网络药理学预测了JYBD抗IAV感染的潜在途径和靶标。通过体内和体外实验验证了JYBD的功效和机制。此外,还研究了JYBD和经典抗流感药物的联合治疗.
    结果:通过UHPLC-OrbitrapMS鉴定出总共126个化合物,其中9种化合物与参考标准品明确确认。JYBD能显著抑制IAV多株的复制,尤其是奥司他韦耐药菌株.qRT-PCR和WB结果表明,JYBD可以抑制IAV感染诱导的促炎细胞因子的过度诱导,并通过抑制JAK/STAT调节炎症反应。NF-κB和MAPK通路。此外,JYBD单药治疗或联合奥司他韦治疗均可缓解IAV诱导的小鼠严重肺损伤。
    结论:JYBD可抑制IAV复制,减轻病毒诱导的过度炎症反应。JYBD和神经氨酸酶抑制剂的组合在体外和体内赋予IAV的协同抑制。为JYBD防治流感病毒感染疾病的临床应用提供科学依据。
    BACKGROUND: Jinye Baidu granules (JYBD) have been used to treat acute respiratory tract infections and demonstrated clinical efficacy for the treatment of emerging or epidemic respiratory viruses such as SARS-CoV-2 and influenza virus.
    OBJECTIVE: This study is to investigate the antiviral effect of JYBD against influenza A viruses (IAV) in vitro and in vivo and elucidate its underlying mechanism.
    METHODS: Ultra-high-performance liquid chromatography connected with Orbitrap mass spectrometer (UHPLC-Orbitrap MS) was employed to describe the chemical profile of JYBD. The potential pathways and targets involved in JYBD against IAV infection were predicted by network pharmacology. The efficacy and mechanism of JYBD were validated through both in vivo and in vitro experiments. Moreover, combination therapy with JYBD and the classic anti-influenza drugs was also investigated.
    RESULTS: A total of 126 compounds were identified by UHPLC-Orbitrap MS, of which 9 compounds were unambiguously confirmed with reference standards. JYBD could significantly inhibit the replication of multiple strains of IAV, especially oseltamivir-resistant strains. The results of qRT-PCR and WB demonstrated that JYBD could inhibit the excessive induction of pro-inflammatory cytokines induced by IAV infection and regulate inflammatory response through inhibiting JAK/STAT, NF-κB and MAPK pathways. Moreover, both JYBD monotherapy or in combination with oseltamivir could alleviate IAV-induced severe lung injury in mice.
    CONCLUSIONS: JYBD could inhibit IAV replication and mitigate virus-induced excessive inflammatory response. Combinations of JYBD and neuraminidase inhibitors conferred synergistic suppression of IAV both in vitro and in vivo. It might provide a scientific basis for clinical applications of JYBD against influenza virus infected diseases.
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  • 文章类型: Journal Article
    高尿酸血症已发展成为全球公共卫生问题,应用益生菌发酵苹果汁有望缓解这种情况。本研究旨在研究降尿酸益生菌序贯发酵脱醇苹果汁(PSFA)的生物转化及代谢特征,并评估其对高尿酸血症小鼠的改善作用和潜在机制。结果表明,CICC6074和20,292具有优异的嘌呤,核苷酸和核苷的降解以及酸和胆盐的抗性;顺序发酵降低了苹果汁中的果糖,活菌计数达到3.76×108CFU/mL。组织病理学分析表明,PSFA改善了高尿酸血症小鼠的肾脏损伤。此外,PSFA显著降低尿素,高尿酸血症小鼠的肌酐和尿酸水平;并抑制黄嘌呤氧化酶活性和促炎因子的表达。重要的是,PSFA逆转了肠道微生物群的生态失调,并提高了有益细菌的丰度(乳酸杆菌,费氏杆菌属和鼠尾草科_NK4A136_组)。KEGG和COG功能预测结果表明,PSFA改善高尿酸血症的潜在机制可能是脂质代谢和糖酵解途径。
    Hyperuricemia has evolved into a global public health concern, and applying probiotics fermented apple juice holds promise for alleviating this condition. This study aimed to investigate the biotransformation and metabolic features of urate-lowering probiotics sequentially fermented dealcoholized apple juice (PSFA), and assess its ameliorative effects and potential mechanisms on hyperuricemia mice. Results showed that CICC 6074 and 20,292 possessed excellent purine, nucleotide and nucleoside degradation and acid and bile salt resistance; sequential fermentation decreased the fructose in apple juice, and viable counts reached 3.76 × 108 CFU/mL. Histopathological analysis showed that PSFA ameliorated kidney damage in hyperuricemia mice. Furthermore, PSFA significantly reduced Urea, Creatinine and Uric acid levels in hyperuricemia mice; and inhibited xanthine oxidase activity and the expression of pro-inflammatory factors. Importantly, PSFA reversed gut microbiota dysbiosis and raised the abundance of beneficial bacteria (Lactobacillush, Faecalibaculum and Lachnospiraceae_NK4A136_group). KEGG and COG functional prediction results revealed that the potential mechanism of PSFA to ameliorate hyperuricemia may be lipid metabolism and glycolysis pathways.
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  • 文章类型: Journal Article
    由于全球变暖,暴雨和洪水灾害正在增加。对暴雨洪涝灾害机理的清晰认识是灾害风险管理的基本前提。然而,以前的大多数研究更多地强调了整个季节平均状态的单个异常信号,这可能忽略了海洋大气中多个信号的综合影响和不同时期异常信号的差异特征。这里,我们的研究旨在通过系统分析前期强降雨和洪水事件的月尺度和日尺度的海洋-大气异常模式,揭示长江流域中下游(MLRYRB)暴雨和洪水的可能影响机制。结果表明,在厄尔尼诺现象衰减一个月后,该地区极有可能发生暴雨和洪水事件,6月的洪水强度与北极海冰浓度异常呈负相关,滞后约5个月(150天)。此外,北大西洋涛动,西太平洋副热带高压,阻塞,东亚亚热带西风急流,来自阿拉伯海和西太平洋的水蒸气通量可以用作诱发大雨和洪水的异常信号。根据所有异常信号的模式,建立了诱发暴雨和洪水事件的日尺度概念模型,其中详细介绍了该地区暴雨和洪水的可能影响机制。通过对异常信号进行有针对性的预测,并根据气候机制将这些信息用于水资源规划和管理,这将对该国的水管理产生重大影响。
    Heavy rainfall and flooding disasters are increasing due to global warming. A clear understanding of the mechanism of heavy rain and floods is the basic premise of disaster risk management. However, most previous studies emphasized more on the single anomalous signal from the average state in the whole season, which may neglect the combined influence of multiple signals in the ocean-atmosphere and differential characteristics of anomalous signals at different periods. Here, our study aimed to reveal the possible influence mechanism of heavy rain and floods in the middle and lower reaches of the Yangtze River Basin (MLRYRB) by systematically analyzing the monthly-scale and daily-scale ocean-atmosphere anomaly patterns in the preceding periods of heavy rainfall and flooding events. The results showed that heavy rainfall and flooding events were highly likely to occur in the region one month after El Niño decayed, with the flooding intensity in June having the negative correlation with the sea ice concentration anomaly in the Arctic with a lag of about 5 months (150 days). Besides, North Atlantic Oscillation, Western Pacific subtropical high, blocking, East Asian subtropical westerly jet, and the water vapor fluxes from the Arabian Sea and western Pacific Ocean could be used as the anomalous signals inducing heavy rain and floods. The daily-scale conceptual model inducing heavy rainfall and flooding events was built based on the patterns of all anomalous signals, which detailed the possible impact mechanism of heavy rain and floods in the region. By making targeted forecasts of anomalous signals and using this information in water resources planning and management based on climate mechanisms, it will have a significant impact on water management in the country.
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  • 文章类型: Journal Article
    富里酸(FA)是从褐煤中提取的一种天然有机酸,这是乌金口服液中的活性成分,一种用于治疗胃和十二指肠溃疡的中成药。然而,我们对FA机制的理解仍然有限。目前,用乙醇诱导的胃粘膜损伤小鼠模型探讨FA的保护作用及其机制。组织病理学检查显示,三种剂量的FAs有效减少了胃充血,乙醇引起的水肿,防止胃上皮细胞脱落。当与模型组比较时,FAs降低血清中IL-1β和IL-6水平,以及IL-1β,IL-6,TNF-α,和组织中COX-2的表达水平。此外,FAs显著抑制p65、p38MAPK,和Erk1/2在受损胃组织中的磷酸化。表明FA对乙醇诱导的小鼠胃粘膜损伤具有良好的保护作用,这种作用与NF-κB和MAPK信号通路有关。
    Fulvic acid (FA) is a kind of natural organic acids extracted from lignite, which is the active ingredient in Wujin oral liquid, a proprietary Chinese medicine used to treat gastric and duodenal ulcers. However, our understanding of the mechanisms of FA remains limited. Currently, the protection of FA and its mechanism were explored using the ethanol-induced gastric mucosal injury mouse model. The histopathological examinations showed FAs at three doses effectively reduced gastric congestion, oedema caused by ethanol, and prevented gastric epithelial cell fall-off. When compared to the model group, FAs reduced IL-1β and IL-6 levels in serum, as well as IL-1β, IL-6, TNF-α, and COX-2 expression levels in tissue. Furthermore, FAs significantly inhibited p65, P38 MAPK, and Erk1/2 phosphorylation in damaged gastric tissue. It was indicated FA has good protection against ethanol-induced gastric mucosa injuries in mice and this effect was related to NF-κB and MAPK signalling pathways.
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  • 文章类型: Journal Article
    不孕症是一种以低生育率为特征的疾病,显着影响育龄妇女的身心健康。通常,治疗持续时间延长,治疗结果往往不能令人满意.何成耀教授,一位著名的中医专家,常用中药蛇床子(SCZ)治疗不孕症。然而,确切的机制尚不清楚,关于这个主题的研究有限。从中药系统药理学(TCMSP)数据库中获得SCZ的活性成分,并进行药代动力学(PK)筛选,涉及吸收,分布,新陈代谢,和排泄(ADME)。目标预测由SwissTargetPrediction数据库执行,在GeneCards中搜索与不育相关的疾病靶标,TTD,DrugBank,OMIM数据库。使用STRING数据库(版本11.5)构建蛋白质-蛋白质相互作用(PPI)网络,并通过Cytoscape软件(版本3.9.1)进行分析。此外,目标基因在Metascape数据库中进行了生物富集分析,包括基因本体论(GO)和京都基因和基因组百科全书(KEGG)的富集分析,使用Cytoscape软件构建“疾病-成分-途径-目标”网络。在AutoDockVina的协助下,Ligplot,和PyMOL软件,进行了分子对接结果的验证和结果的可视化.这项研究确定了11种保留的SCZ活性成分,447个药物靶标,其中233与不孕症有关,和5393个疾病目标。GO富集分析主要涉及221个生物过程,如细胞对化学胁迫的反应和腺体发育。KEGG富集分析主要涉及甲状腺激素信号通路等68条通路,雌激素信号通路,FOXO信号通路,和PI3K/Akt信号通路。分子对接表明,SCZ的核心活性成分,包括Ammidin,Diosmetin,黄木精N,还有普兰根尼丁,与MDM2、MTOR等核心靶标有很强的结合能力,CCND1,EGFR,AKT1。本研究初步证明SCZ可能作用于PI3K/Akt信号通路,通过改善能量代谢障碍和子宫内膜容受性来发挥其对不孕症的治疗作用,诱导原始卵泡激活,调节卵母细胞增殖,分化,和细胞凋亡,促进优势卵泡的释放。
    Infertility is a condition characterized by a low fertility rate, which significantly affects the physical and mental health of women of reproductive age. Typically, the treatment duration is prolonged, and the therapeutic outcomes are often unsatisfactory. Professor Cheng-yao He, a renowned expert in traditional Chinese medicine, commonly uses the herb Cnidii Fructus (SCZ) for the treatment of infertility. However, the exact mechanism remains unclear, and there is limited research available on this topic. The active ingredients of SCZ were obtained from the traditional chinese medicine system pharmacology (TCMSP) database and screened for pharmacokinetics (PK), involving absorption, distribution, metabolism, and excretion (ADME). Target prediction was performed by SwissTargetPrediction database, and infertility-related disease targets were searched in GeneCards, TTD, DrugBank, and OMIM database. The protein-protein interaction (PPI) network was constructed using the STRING database (Version 11.5) and analyzed by Cytoscape software (Version 3.9.1). Additionally, the target genes were subjected to biological enrichment analysis in the Metascape database, including gene ontology (GO) and kyoto encyclopedia of genes and genomes (KEGG) enrichment analysis, and the \"Disease-Ingredient-pathway-target\" network was constructed using Cytoscape software. With the assistance of AutoDockVina, Ligplot, and PyMOL software, a validation of Molecular docking results and a visualization of the results were performed. This study identified 11 retained active ingredients of SCZ, 447 drug targets, 233 of which were related to infertility, and 5393 disease targets. GO enrichment analysis mainly involved 221 biological processes such as cellular response to chemical stress and gland development. KEGG enrichment analysis mainly involved 68 pathways such as thyroid hormone signaling pathway, estrogen signaling pathway, FOXO signaling pathway, and PI3K/Akt signaling pathway. Molecular docking showed that the core active ingredients of SCZ, including Ammidin, Diosmetin, Xanthoxylin N, and Prangenidin, had strong binding abilities with core targets such as MDM2, MTOR, CCND1, EGFR, and AKT1. This study preliminarily demonstrated that SCZ may act on the PI3K/Akt signaling pathway, exerting its therapeutic effects on infertility by improving energy metabolism disorders and endometrial receptivity, inducing primordial follicle activation, regulating oocyte proliferation, differentiation, and apoptosis, and promoting the release of dominant follicles.
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  • 文章类型: Journal Article
    这项工作结合了金属有机骨架的多孔结构的稳定性与纳米零价铁的强还原性,对于NZVI的可控集成到MOFs中,以利用每个组件的优势,增强废水中Cr(VI)的快速净化和清除。因此,四种MOFs/NZVI复合材料,即ZIF67/NZVI,MOF74/NZVI,MIL101(Fe)/NZVI,CuBTC/NZVI,准备用于Cr(VI)捕获。结果表明,ZIF67、MOF74、MIL101(Fe)、CuBTC,有利于NZVI的分散,可以帮助MOFs/NZVI反应位点与Cr(VI)之间更紧密的接触,随后,与单独的NZVI相比,MOFs/NZVI被证明是更好的Cr(VI)清除剂。Cr(VI)捕获在pH〜4.0时达到最大吸附容量,这可能是由于更多的H参与反应和NZVI在较低pH下更好的腐蚀。机理研究证明了吸附的协同作用,还原和表面沉淀导致Cr(VI)清除增强,和Fe(0),溶解和表面结合的Fe(II)是主要的还原物种。这项研究的结果表明,制备的ZIF67/NZVI复合材料,MOF74/NZVI,MIL101(Fe)/NZVI,CuBTC/NZVI,具有高抗氧化性和优异的反应性,可为实际含Cr(VI)废水的净化处理提供参考。
    This work combined the stability of the porous structure of metal-organic frameworks with the strong reducibility of nano zero-valent iron, for the controllable integration of NZVI into MOFs to utilize the advantages of each component with enhancing the rapid decontamination and scavenging of Cr(VI) from wastewater. Hence, four kinds of MOFs/NZVI composites namely ZIF67/NZVI, MOF74/NZVI, MIL101(Fe)/NZVI, CuBTC/NZVI, were prepared for Cr(VI) capture. The results indicated that the stable structure of ZIF67, MOF74, MIL101(Fe), CuBTC, was beneficial for the dispersion of NZVI that could help more close contact between MOFs/NZVI reactive sites and Cr(VI), subsequently, MOFs/NZVI was proved to be better scavengers for Cr(VI) scavenging than NZVI alone. The Cr(VI) capture achieved the maximum adsorption capacity at pH ~ 4.0, which might be due to the participation of more H+ in the reaction and better corrosion of NZVI at lower pH. Mechanism investigation demonstrated synergy of adsorption, reduction and surface precipitation resulted in enhanced Cr(VI) scavenging, and Fe(0), dissolved and surface-bound Fe(II) were the primary reducing species. The findings of this investigation indicated that the as-prepared composites of ZIF67/NZVI, MOF74/NZVI, MIL101(Fe)/NZVI, CuBTC/NZVI, with high oxidation resistance and excellent reactivity, could provide reference for the decontamination and purification of actual Cr(VI)-containing wastewater.
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  • 文章类型: Journal Article
    背景:中风是一种高发病率的衰弱状态,残疾,和死亡率显著影响患者的生活质量。在中国,温阳扶源方广泛用于治疗缺血性中风。然而,潜在的机制仍然未知,因此,探索该公式的潜在作用机制对中风治疗具有重要的现实意义。
    目的:本研究采用网络药理学,分子对接,和体内实验来澄清活性成分,潜在目标,温阳复元方在脑缺血再灌注损伤中的分子机制,以期为该配方的后续研究提供坚实的科学基础。
    方法:利用中药系统药理学数据库和分析平台,对温阳福源方的有效成分进行筛选。采用网络药理学方法探讨温阳复元方治疗脑缺血再灌注损伤的潜在靶点和作用机制。制备大脑中动脉阻塞/再灌注2hSD大鼠模型,应用TTC染色和改良的神经严重程度评分来检查大鼠的神经功能缺损。HE染色和Nissl染色观察大鼠的病理变化。免疫荧光标记和Elisa分析用于检测某些蛋白质和相关因子的表达水平。同时应用qRT-PCR和Westernblotting检测疾病相关信号通路中连锁蛋白和mRNA的表达水平。
    结果:我们确定了文阳富源配方中的62种关键活性成分,具有222个高度重要的I/R目标,形成138对药物成分和成分目标,前五名是槲皮素,山奈酚,木犀草素,β-谷甾醇,和豆甾醇。关键目标包括TP53、RELA、TNF,STAT1和MAPK14(p38MAPK)。与脑缺血再灌注损伤相关的靶点富含化学反应,酶结合,内膜系统,虽然丰富的途径包括脂质和动脉粥样硬化,流体剪切应力和动脉粥样硬化,糖尿病并发症中的AGE-RAGE信号传导。此外,文阳富源配方中的5种主要活性成分和靶标表现出较高的结合亲和力(如豆甾醇和MAPK14,总能量<-10.5Kcal/mol)。在动物实验中,文阳富源方减少了脑组织损伤,增加了存活神经元的数量,并下调S100β和RAGE蛋白的表达。此外,温阳复元方组TP53、RELA和p38MAPKmRNA的相对表达水平显著下调,血清IL-6和TNF-a因子水平降低。经过温阳扶源配方治疗,AGE-RAGE信号通路和下游NF-kB/p38MAPK信号通路相关蛋白被显著调节。
    结论:本研究利用网络药理学,分子对接,和动物实验,以确定温阳扶源方的潜在机制,这可能与AGE-RAGE信号通路的调节以及下游NF-kB/p38MAPK通路中靶蛋白和mRNA的抑制有关。
    BACKGROUND: Stroke is a debilitating condition with high morbidity, disability, and mortality that significantly affects the quality of life of patients. In China, the WenYang FuYuan recipe is widely used to treat ischemic stroke. However, the underlying mechanism remains unknown, so exploring the potential mechanism of action of this formula is of great practical significance for stroke treatment.
    OBJECTIVE: This study employed network pharmacology, molecular docking, and in vivo experiments to clarify the active ingredients, potential targets, and molecular mechanisms of the WenYang FuYuan recipe in cerebral ischemia-reperfusion injury, with a view to providing a solid scientific foundation for the subsequent study of this recipe.
    METHODS: Active ingredients of the WenYang FuYuan recipe were screened using the traditional Chinese medicine systems pharmacology database and analysis platform. Network pharmacology approaches were used to explore the potential targets and mechanisms of action of the WenYang FuYuan recipe for the treatment of cerebral ischemia-reperfusion injury. The Middle Cerebral Artery Occlusion/Reperfusion 2 h Sprague Dawley rat model was prepared, and TTC staining and modified neurological severity score were applied to examine the neurological deficits in rats. HE staining and Nissl staining were applied to examine the pathological changes in rats. Immunofluorescence labeling and Elisa assay were applied to examine the expression levels of certain proteins and associated factors, while qRT-PCR and Western blotting were applied to examine the expression levels of linked proteins and mRNAs in disease-related signaling pathways.
    RESULTS: We identified 62 key active ingredients in the WenYang FuYuan recipe, with 222 highly significant I/R targets, forming 138 pairs of medication components and component-targets, with the top five being Quercetin, Kaempferol, Luteolin, β-sitosterol, and Stigmasterol. The key targets included TP53, RELA, TNF, STAT1, and MAPK14 (p38MAPK). Targets related to cerebral ischemia-reperfusion injury were enriched in chemical responses, enzyme binding, endomembrane system, while enriched pathways included lipid and atherosclerosis, fluid shear stress and atherosclerosis, AGE-RAGE signaling in diabetic complications. In addition, the main five active ingredients and targets in the WenYang FuYuan recipe showed high binding affinity (e.g. Stigmasterol and MAPK14, total energy <-10.5 Kcal/mol). In animal experiments, the WenYang FuYuan recipe reduced brain tissue damage, increased the number of surviving neurons, and down-regulated S100β and RAGE protein expression. Moreover, the relative expression levels of key targets such as TP53, RELA and p38MAPK mRNA were significantly down-regulated in the WenYang FuYuan recipe group, and serum IL-6 and TNF-a factor levels were reduced. After WenYang FuYuan recipe treatment, the AGE-RAGE signaling pathway and downstream NF-kB/p38MAPK signaling pathway-related proteins were significantly modulated.
    CONCLUSIONS: This study utilized network pharmacology, molecular docking, and animal experiments to identify the potential mechanism of the WenYang FuYuan recipe, which may be associated with the regulation of the AGE-RAGE signaling pathway and the inhibition of target proteins and mRNAs in the downstream NF-kB/p38MAPK pathway.
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  • 文章类型: Journal Article
    生物炭通常用于增强有机废物固体和废水的厌氧消化,由于其电化学性能,这加强了附着在其大表面积上的微生物的电子转移。然而,很难制造具有高电导率和高电容的生物炭,这使得为工程应用选择合适的生物炭具有挑战性。为了解决这个问题,应用两种自动算法(TPOT和H2O)来模拟不同生物炭特性对厌氧消化过程的影响。结果表明,梯度增强机具有最高的预测精度(R2=0.96)。特征重要性分析表明,原料浓度,消化时间,电容,生物炭的电导率和电导率是影响甲烷产率的主要因素。根据二维(2D)部分依赖图,高容量生物炭(0.27-0.29V·mA)有利于低固体含量(<19.6TS%)的底物,而高电导率生物炭(80.82-170.58mS/cm)适用于高固体底物(>20.1TS%)。软件,基于最优模型,可用于获得AD试验的理想范围的生物炭,在实施之前帮助研究人员进行实际应用。
    Biochar is commonly used to enhance the anaerobic digestion of organic waste solids and wastewater, due to its electrochemical properties, which intensify the electron transfer of microorganisms attached to its large surface area. However, it is difficult to create biochar with both high conductivity and high capacitance, which makes selecting the right biochar for engineering applications challenging. To address this issue, two Auto algorithms (TPOT and H2O) were applied to model the effects of different biochar properties on anaerobic digestion processes. The results showed that the gradient boosting machine had the highest predictive accuracy (R2 = 0.96). Feature importance analysis showed that feedstock concentration, digestion time, capacitance, and conductivity of biochar were the main factors affecting methane yield. According to the two-dimensional (2D) partial dependence plots, high-capacitance biochar (0.27-0.29 V·mA) is favorable for substrates with low-solid content (< 19.6 TS%), while the high-conductivity biochar (80.82-170.58 mS/cm) is suitable for high-solids substrates (> 20.1 TS%). The software, based on the optimal model, can be used to obtain the ideal range of biochar for AD trials, aiding researchers in practical applications prior to implementation.
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  • 文章类型: Journal Article
    背景:中草药(CHM)浴在中国通常用作治疗寻常型银屑病的辅助疗法。以前的系统评价表明,CHM浴疗法对寻常型银屑病是有效和安全的,然而,没有探索CHM浴疗法的细节,如最佳温度,每届会议的持续时间,和总治疗持续时间。
    目的:评估CHM浴疗法对成人寻常型银屑病常规疗法的附加效果。
    方法:我们从开始到2022年9月在9个医学数据库中进行了全面搜索,以确定以中文或英文发表的相关随机对照试验(RCT)。纳入的研究比较了CHM浴疗法和常规疗法的组合与仅常规疗法治疗成人寻常型银屑病。使用Cochrane偏倚风险工具2(RoB2)对纳入的RCT进行方法学质量评估。采用RevMan5.4、R4.2.3和Stata12.0软件进行统计学分析。使用建议分级评估来评估结果测量证据的确定性,发展,和评估工作组(等级)系统。
    结果:本系统综述共纳入23项RCT,涉及2,183名参与者。研究结果表明,CHM浴疗法和常规疗法的组合在减少银屑病面积和严重程度指数(PASI)方面更有效,皮肤病学生活质量指数(DLQI)和瘙痒视觉模拟量表,与单独使用常规疗法相比。当CHM浴设置在38°C以上并且持续时间为20和30分钟时,这些增强的效果显着观察到。由DLQI评估。此外,与较短持续时间相比,8周的治疗持续时间对PASI产生了更好的效果.此外,纳入研究的前十种常用草药被确定。尽管有这些发现,根据等级评估,证据的确定性被评为“低”或“中等”,在亚组和敏感性分析中检测到显著的异质性。
    结论:对于成人寻常型银屑病,CHM浴疗法联合常规疗法比常规疗法更有效,更安全。结果表明,治疗效果与延长治疗持续时间等因素之间存在潜在的相关性。提高浴温,和更长的洗澡时间。然而,由于纳入研究的方法学局限性,证据的确定性被降级.为了证实本系统综述的结果,双盲,未来需要安慰剂对照RCT。
    BACKGROUND: Chinese herbal medicine (CHM) bath is commonly used in China as an adjuvant therapy for managing psoriasis vulgaris. Previous systematic reviews showed that CHM bath therapy was effective and safe for psoriasis vulgaris, however, without exploration of the specifics of CHM bath therapy such as the optimal temperature, duration of each session, and the total treatment duration.
    OBJECTIVE: To evaluate the add-on effects of CHM bath therapy to conventional therapies for adult psoriasis vulgaris.
    METHODS: We conducted a comprehensive search in nine medical databases from inception to September 2022 to identify relevant randomised controlled trials (RCTs) published in Chinese or English. The included studies compared the combination of CHM bath therapy and conventional therapies to conventional therapies alone for adult psoriasis vulgaris. Methodological quality assessment of the included RCTs was performed using the Cochrane risk-of-bias tool 2 (RoB 2). Statistical analysis was carried out using RevMan 5.4, R 4.2.3 and Stata 12.0 software. The certainty of evidence of outcome measures was evaluated using the Grading of Recommendations Assessment, Development, and Evaluation Working Group (GRADE) system.
    RESULTS: A total of 23 RCTs involving 2,183 participants were included in this systematic review. Findings suggested that the combination of CHM bath therapy and conventional therapies was more effective in reducing Psoriasis Area and Severity Index (PASI), Dermatology Life Quality Index (DLQI) and itch visual analogue scale, compared to using conventional therapies alone. These enhanced effects were notably observed when the CHM bath was set above 38 °C and had a duration of 20 and 30 min, as assessed by DLQI. Moreover, an eight-week treatment duration resulted in better effects for PASI compared to shorter durations. Additionally, the top ten frequently used herbs in the included studies were identified. Despite the findings, the certainty of evidence was rated as \'low\' or \'moderate\' based on the GRADE assessment, and significant heterogeneity was detected in subgroup and sensitivity analyses.
    CONCLUSIONS: The CHM bath therapy combined with conventional therapies is more effective and safer than conventional therapies alone for adult psoriasis vulgaris. The results suggest a potential correlation between treatment effects and factors such as extended treatment duration, increased bath temperature, and longer bath sessions. However, the certainty of evidence was downgraded due to methodological limitations of the included studies. To confirm the findings of this systematic review, a double-blinded, placebo-controlled RCT is needed in the future.
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