network pharmacology

网络药理学
  • 文章类型: Journal Article
    背景:非小细胞肺癌(NSCLC)患者易患2019年冠状病毒病(COVID-19),但目前的治疗方法有限。淫羊藿苷II(IS),一种来自植物淫羊藿苷的类黄酮化合物,显示抗癌,抗炎和免疫调节作用。本研究旨在评估IS对患有COVID-19(NSCLC/COVID-19)的NSCLC患者的可能影响和潜在机制。
    方法:NSCLC/COVID-19靶标被定义为NSCLC(从癌症基因组图谱数据库收集)和COVID-19靶标(从基因卡的疾病数据库收集,OMIM,和NCBI)。使用生存R包分析NSCLC/COVID-19靶点与NSCLC患者生存率的相关性。使用单变量和多变量Cox比例风险回归模型进行预后分析。此外,IS治疗NSCLC/COVID-19的靶点被定义为IS的重叠靶点(从TMSCP药物数据库预测,HERB,SwissTarget预测)和非小细胞肺癌/COVID-19目标。基因本体论和京都百科全书基因和基因组富集分析这些治疗目标的目的是了解生物过程,细胞成分,分子功能和信号通路。通过蛋白质-蛋白质相互作用网络分析枢纽靶标,并通过分子对接表征与IS的结合能力。
    结果:在NSCLC/COVID-19治疗中,IS的中心靶点包括F2,SELE,MMP1、MMP2、AGTR1和AGTR2的分子对接结果表明,上述靶蛋白与IS具有良好的结合度。网络药理学表明,IS可能会影响白细胞的迁移,炎症反应和活性氧代谢过程,以及调节NSCLC/COVID-19中白细胞介素-17、肿瘤坏死因子和缺氧诱导因子-1信号通路。
    结论:IS可能会提高目前临床抗炎和抗癌治疗的疗效,使合并COVID-19的NSCLC患者受益。
    BACKGROUND: Patients with non-small cell lung cancer (NSCLC) are susceptible to coronavirus disease-2019 (COVID-19), but current treatments are limited. Icariside II (IS), a flavonoid compound derived from the plant epimedin, showed anti-cancer,anti-inflammation and immunoregulation effects. The present study aimed to evaluate the possible effect and underlying mechanisms of IS on NSCLC patients with COVID-19 (NSCLC/COVID-19).
    METHODS: NSCLC/COVID-19 targets were defined as the common targets of NSCLC (collected from The Cancer Genome Atlas database) and COVID-19 targets (collected from disease database of Genecards, OMIM, and NCBI). The correlations of NSCLC/COVID-19 targets and survival rates in patients with NSCLC were analyzed using the survival R package. Prognostic analyses were performed using univariate and multivariate Cox proportional hazards regression models. Furthermore, the targets in IS treatment of NSCLC/COVID-19 were defined as the overlapping targets of IS (predicted from drug database of TMSCP, HERBs, SwissTarget Prediction) and NSCLC/COVID-19 targets. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analysis of these treatment targets were performed aiming to understand the biological process, cellular component, molecular function and signaling pathway. The hub targets were analyzed by a protein-protein interaction network and the binding capacity with IS was characterized by molecular docking.
    RESULTS: The hub targets for IS in the treatment of NSCLC/COVID-19 includes F2, SELE, MMP1, MMP2, AGTR1 and AGTR2, and the molecular docking results showed that the above target proteins had a good binding degree to IS. Network pharmacology showed that IS might affect the leucocytes migration, inflammation response and active oxygen species metabolic process, as well as regulate the interleukin-17, tumor necrosus factor and hypoxia-inducible factor-1 signaling pathway in NSCLC/COVID-19.
    CONCLUSIONS: IS may enhance the therapeutic efficacy of current clinical anti-inflammatory and anti-cancer therapy to benefit patients with NSCLC combined with COVID-19.
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  • 文章类型: Journal Article
    人参养荣汤(RSYRD)已显示出对继发性不适和疲劳(SMF)的治疗作用。然而,到目前为止,其生物活性成分和潜在靶标仍不清楚.
    本研究的目的是通过整合网络药理学的综合策略来评估RSYRD对SMF的潜在成分和靶标,孟德尔随机化以及分子对接验证。
    在TCMSP和BATMAN-TCM上搜索RSYRD的潜在活性成分和相应的蛋白质靶标,以进行网络药理学分析。进行孟德尔随机化(MR)以寻找SMF的治疗靶标。eQTLGen联盟(样本量:31,684)提供了有关顺式表达数量性状基因座(cis-eQTL,暴露)。来自全基因组关联研究(GWAS)的SMF(结果)的汇总数据来自MRC-IEU联盟(样本量:463,010)。我们在RSYRD的可能活性成分靶标和SMF的治疗靶标之间建立了靶标相互作用网络。我们接下来使用药物预测和分子对接来确认治疗靶标的治疗价值。
    在RSYRD中,网络药理学研究揭示了193种可能的活性化合物和234种相关的蛋白质靶标.在MR分析中,基因预测的176种蛋白质的数量与SMF风险有关。RSYRD治疗SMF的37个重叠目标,其中六个(NOS3、GAA、IMPA1,P4HTM,RB1和SLC16A1)被列为最有说服力的证据。最后,RSYRD的14种活性成分被鉴定为潜在的药物分子.通过分子对接建立了活性成分与推定的蛋白质靶标之间的强亲和力。
    这项研究揭示了SMF治疗的几种活性成分和可能的RSYRD蛋白靶标,并为使用孟德尔随机化在中医配方与疾病之间进行因果推断的可行性提供了新的见解。
    UNASSIGNED: Renshen Yangrong decoction (RSYRD) has been shown therapeutic effects on secondary malaise and fatigue (SMF). However, to date, its bioactive ingredients and potential targets remain unclear.
    UNASSIGNED: The purpose of this study is to assess the potential ingredients and targets of RSYRD on SMF through a comprehensive strategy integrating network pharmacology, Mendelian randomization as well as molecular docking verification.
    UNASSIGNED: Search for potential active ingredients and corresponding protein targets of RSYRD on TCMSP and BATMAN-TCM for network pharmacology analysis. Mendelian randomization (MR) was performed to find therapeutic targets for SMF. The eQTLGen Consortium (sample sizes: 31,684) provided data on cis-expression quantitative trait loci (cis-eQTL, exposure). The summary data on SMF (outcome) from genome-wide association studies (GWAS) were gathered from the MRC-IEU Consortium (sample sizes: 463,010). We built a target interaction network between the probable active ingredient targets of RSYRD and the therapeutic targets of SMF. We next used drug prediction and molecular docking to confirm the therapeutic value of the therapeutic targets.
    UNASSIGNED: In RSYRD, network pharmacology investigations revealed 193 possible active compounds and 234 associated protein targets. The genetically predicted amounts of 176 proteins were related to SMF risk in the MR analysis. Thirty-seven overlapping targets for RSYRD in treating SMF, among which six (NOS3, GAA, IMPA1, P4HTM, RB1, and SLC16A1) were prioritized with the most convincing evidence. Finally, the 14 active ingredients of RSYRD were identified as potential drug molecules. The strong affinity between active components and putative protein targets was established by molecular docking.
    UNASSIGNED: This study revealed several active components and possible RSYRD protein targets for the therapy of SMF and provided novel insights into the feasibility of using Mendelian randomization for causal inference between Chinese medical formula and disease.
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  • 文章类型: Journal Article
    基于网络药理学和实验验证,本研究旨在筛选六味地黄汤(LW)对轻度认知功能障碍(MCI)的潜在作用靶点。
    基于网络药理学,本研究初步探讨了LW治疗MCI的作用靶点和分子机制。结果表明,LW对MCI的作用机制可能与cAMP通路有关。然后,建立衰老细胞和动物模型,进一步验证其分子机制。
    在LW中鉴定出总共23种活性成分。此外,通过网络药理学分析,我们在LW中发现了22种抗MCI活性成分,其中阿利沙醇B的作用最显著,并预测了LW可能通过cAMP信号通路改善MCI的潜在机制途径。进一步的体内和体外实验证实,LW可以缓解衰老小鼠的认知功能障碍,减少D-半乳糖诱导的衰老细胞,这可能是通过激活cAMP/PKA/CREB信号通路。
    这项研究发现,中药配方LW可能通过调节cAMP/PKA/CREB信号通路来改善MCI,为进一步开展LW抗MCI作用及其分子机制的临床研究提供参考。
    UNASSIGNED: Based on network pharmacology and experimental validation, this study aimed to screen the potential targets of Liuwei Dihuang decoction (LW) against mild cognitive impairment (MCI).
    UNASSIGNED: Based on network pharmacology, this study preliminarily explored the targets and molecular mechanisms of LW in the treatment of MCI. The results showed that the mechanism of action of LW against MCI may be related to the cAMP pathway. Then, an aging cell and animal model was established to further verify its molecular mechanism.
    UNASSIGNED: A total of 23 active ingredients were identified in LW. In addition, through network pharmacological analysis, we found 22 anti-MCI active ingredients in LW, of which alisol B had the most significant effect, and predicted the potential mechanism pathway by which LW may improve MCI through the cAMP signaling pathway. Further in vivo and in vitro experiments confirmed that LW can alleviate cognitive dysfunction in aging mice and reduce D-galactose-induced senescent cells, which may be through activation of the cAMP/PKA/CREB signaling pathway.
    UNASSIGNED: This study found that the traditional Chinese medicine formula LW may play a role in improving MCI by regulating the cAMP/PKA/CREB signaling pathway, which provides a reference for further clinical research on the anti-MCI effect of LW and its molecular mechanism.
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  • 文章类型: Journal Article
    抗生素相关性腹泻(AAD)是抗生素治疗的常见副作用,以肠道炎症为特征,降低患者的生活质量。香连丸(XLP)长期用于治疗腹痛,腹泻,细菌性痢疾和肠炎。研究发现,XLP对AAD有疗效;然而,由于缺乏体外和体内研究,XLP的化学成分和机制尚未完全阐明。在这项研究中,超高效液相色谱质谱法(UPLC-Q-Exactive-Orbitrap-HRMS)用于检测XLP的成分。然后,使用网络药理学和分子对接研究了活性化合物与关键靶标之间的结合。建立了比较组织分布研究,用于同时测定健康和AAD小鼠模型中的10种活性成分。从XLP表征了46个组分。根据网络药理学学位值,进行了一项包含42个组件和14个核心目标的预测,它们错综复杂地参与了关键的生物学途径,例如AGE-RAGE信令,细胞衰老,和MAPK信号。组织分布分析表明,这10种成分广泛分布于心脏,肝脏,脾,脾肺,肾脏,小肠,和小鼠的大肠,在健康和AAD小鼠中具有不同的浓度。分子对接分析还表明,组织分布中的活性化合物可以与网络药理学研究的关键靶标紧密结合。本研究为进一步研究XLP的化学成分与药理活性的关系提供了参考。
    Antibiotic-associated diarrhea (AAD) is a common side effect of antibiotic therapy, characterized by intestinal inflammation which reduces the quality of life of patients. Xianglian Pill (XLP) has long been used to treat abdominal pain, diarrhea, bacillary dysentery and enteritis. Studies found that XLP has curative effect on AAD; however, the chemical constituents and mechanism of XLP have not been fully elucidated because of the lack of in vitro and in vivo studies. In this study, ultra-high performance liquid chromatography mass spectrometry method (UPLC-Q-Exactive-Orbitrap-HRMS) was used to examine the components of the XLP. Then, the binding between active compounds and the key targets was studied using network pharmacology and molecular docking. A comparative tissue distribution study was established for the simultaneous determination of the 10 active components in healthy and AAD mouse models. Forty-six components were characterized from XLP. According to the network pharmacology degree value, a prediction was made that encompassed 42 components and 14 core targets, which were intricately involved in crucial biological pathways, such as the AGE-RAGE signaling, cellular senescence, and MAPK signaling. Tissue distribution analysis showed that the 10 components were widely distributed in the heart, liver, spleen, lungs, kidneys, small intestine, and large intestine of mice, with varying concentrations in healthy and AAD mice. Molecular docking analysis also indicated that the active compounds in the tissue distribution could bind tightly to key targets of network pharmacological studies. This study provides a reference for further investigations of the relationships between the chemical components and pharmacological activities of XLP.
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  • 文章类型: Journal Article
    背景:脂质代谢失调是影响糖尿病肾病(DN)进展的关键因素。莫罗尼甙(MOR)是一种从传统中药山茱萸中分离出的主要活性化合物,我们之前的研究发现,它可以改善肾小管上皮细胞的脂质沉积。本研究旨在探讨MOR是否能改善足细胞脂质沉积及其降低DN的作用机制。
    方法:最初,利用网络药理学和生物信息学技术预测MOR与DN的关系。随后,通过分子对接研究了MOR与脂质相关蛋白的结合活性,以确定MOR如何通过这些蛋白发挥作用.在确定MOR的目标之后,进行了动物实验和细胞测试以进行验证。
    结果:使用网络药理学,生物信息学,和分子对接,预测和筛选MOR治疗DN的靶蛋白,包括PGC-1α,LXRs,ABCA1,PPARY,CD36和nephrin。特别注意MOR有效结合PGC-1α,而LXR,ABCA1、PPARY和CD36是PGC-1α的下游分子。沉默PGC-1α基因显著降低MOR的治疗效果。相反,在没有PGC-1α敲除的组中,MOR能够增加PGC-1α的表达水平并影响下游蛋白的表达。此外,通过体内和体外实验,利用脂滴染色等技术,PAS,MASSON染色,免疫荧光,和蛋白质印迹,我们发现MOR有效地提高了足细胞蛋白nephrin和脂质代谢调节蛋白PGC-1α的表达水平,PPARY,和ABCA1,同时显著抑制脂质积累启动子CD36的表达。
    结论:MOR可通过PGC-1α/LXRs/ABCA1信号通路调节足细胞内胆固醇流出,并通过PGC-1α/PPARY/CD36信号通路控制胆固醇摄入,从而改善DN中的脂质沉积。
    BACKGROUND: Dysregulation of lipid metabolism is a key factor influencing the progression of diabetic nephropathy (DN). Morroniside (MOR) is a major active compound isolated from the traditional Chinese herb Cornus officinalis, our previous research found that it can improve the lipid deposition of renal tubular epithelial cells. The purpose of this study is to explore whether MOR can improve podocyte lipid deposition and its mechanism of reducing DN.
    METHODS: Initially, we used network pharmacology and bioinformatics techniques to predict the relationship between renal lipid metabolism of MOR and DN. Subsequently, the binding activity of MOR with lipid-related proteins was studied by molecular docking to determine how MOR acts through these proteins. After determining the target of MOR, animal experiments and cell tests were carried out to verify it.
    RESULTS: Using network pharmacology, bioinformatics, and molecular docking, target proteins for MOR treatment of DN were predicted and screened, including PGC-1α, LXRs, ABCA1, PPARY, CD36, and nephrin. It is particularly noted that MOR effectively binds to PGC-1α, while LXRs, ABCA1, PPARY and CD36 are downstream molecules of PGC-1α. Silencing the PGC-1α gene significantly reduced the therapeutic effects of MOR. Conversely, in groups without PGC-1α knockdown, MOR was able to increase the expression levels of PGC-1α and influence the expression of downstream proteins. Furthermore, through in vivo and in vitro experiments, utilizing techniques such as lipid droplet staining, PAS, MASSON staining, immunofluorescence, and Western blot, we found that MOR effectively elevated the expression levels of the podocyte protein nephrin and lipid metabolism-regulating proteins PGC-1α, PPARY, and ABCA1, while significantly inhibiting the expression of the lipid accumulation promoter CD36.
    CONCLUSIONS: MOR can regulate the cholesterol efflux in podocytes via the PGC-1α/LXRs/ABCA1 signaling pathway, and control cholesterol intake via the PGC-1α/PPARY/CD36 signaling pathway, thereby ameliorating lipid deposition in DN.
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  • 文章类型: Journal Article
    百令胶囊(BLC),一种临床上用来调节自身免疫系统的药物,在甲状腺炎的治疗中显示出有希望的治疗潜力。这项研究阐明了BLC的化学特征及其在甲状腺炎中的潜在治疗机制。利用网络药理学和分子对接技术。利用超高效液相色谱与线性阱-轨道阱质谱联用(UHPLC-LTQ-OrbitrapMS),共鉴定出58个化合物,其中大部分是核苷和氨基酸。利用超高效液相色谱-三重四极杆串联质谱(UHPLC-QqQ-MS/MS)策略,同时测定来自六批BLC的16种代表性活性组分。网络药理学分析进一步显示,活性成分包括5'-腺苷酸,鸟苷,腺苷,虫草素,肌苷,5\'-观音酸,还有l-赖氨酸.具有较高连通性的目标包括AKT1、MAPK3、RAC1和PIK3CA。信号通路主要集中在甲状腺激素调节和Ras,PI3K/AKT,和MAPK途径,所有这些都与炎症免疫和激素调节密切相关。分子对接分析证实了网络药理学的发现,揭示了腺苷,鸟苷,虫草素对AKT1、MAPK3、PIK3CA、RAC1总的来说,本研究成功阐明了BLC干预甲状腺炎的物质基础和初步机制,从而为进一步探索其深入机制奠定了坚实的基础。
    Bailing capsule (BLC), a drug that is clinically administered to modulate the autoimmune system, exhibits promising therapeutic potential in the treatment of thyroiditis. This study elucidates the chemical profile of BLC and its potential therapeutic mechanism in thyroiditis, leveraging network pharmacology and molecular docking techniques. Utilizing ultra-high-performance liquid chromatography coupled with linear trap-Orbitrap mass spectrometry (UHPLC-LTQ-Orbitrap MS), 58 compounds were identified, the majority of which were nucleosides and amino acids. Utilizing the ultra-high-performance liquid chromatography coupled with triple quadrupole tandem mass spectrometry (UHPLC QqQ MS/MS) strategy, 16 representative active components from six batches of BLCs were simultaneously determined. Network pharmacology analysis further revealed that the active components included 5\'-adenylate, guanosine, adenosine, cordycepin, inosine, 5\'-guanylic acid, and l-lysine. Targets with higher connectivity included AKT1, MAPK3, RAC1, and PIK3CA. The signaling pathways primarily focused on thyroid hormone regulation and the Ras, PI3K/AKT, and MAPK pathways, all of which were intricately linked to inflammatory immunity and hormonal regulation. Molecular docking analysis corroborated the findings from network pharmacology, revealing that adenosine, guanosine, and cordycepin exhibited strong affinity toward AKT1, MAPK3, PIK3CA, and RAC1. Overall, this study successfully elucidated the material basis and preliminary mechanism underlying BLC\'s intervention in thyroiditis, thus laying a solid basis for further exploration of its in-depth mechanisms.
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  • 文章类型: Journal Article
    背景:登革热可进展为登革出血热(DHF),一种更严重,有时致命的疾病。严重疾病的指标出现在发烧开始减轻的时间(通常在症状发作后3至7天)。目前尚无有效的抗病毒药物。药物再利用是用于快速开发有效DHF疗法的新兴药物发现过程。通过网络药理学建模,已经研究了几种美国食品和药物管理局(FDA)批准的药物用于各种病毒暴发.
    目的:我们的目标是在现有的FDA批准的用于病毒攻击的药物中确定DHF的潜在可再利用的药物,病毒性发烧的症状,和DHF。
    方法:使用目标识别数据库(GeneCards和DrugBank),我们确定了人-DHF病毒相互作用基因和针对这些基因的药物靶标。我们通过基于网络的分析确定了枢纽基因和潜在的药物。我们进行了功能富集和网络分析,以确定途径,蛋白质-蛋白质相互作用,基因表达高的组织,和疾病基因关联。
    结果:分析人类基因组网络中的病毒-宿主相互作用和治疗靶标揭示了45种可重复利用的药物。宿主-病毒-药物关联的枢纽网络分析表明,阿司匹林,卡托普利,和rilonacept可以有效地治疗DHF。基因富集分析支持这些发现。根据梅奥诊所的报告,使用阿司匹林治疗登革热可能会增加出血并发症的风险,但是来自世界各地的一些研究表明血栓形成与DHF有关。人类相互作用组包含前列腺素-内过氧化物合酶2(PTGS2)基因,血管紧张素转换酶(ACE),和凝血因子II,凝血酶(F2),已被证明在DHF疾病进展的发病机理中起作用,我们对大多数针对这些基因的药物的分析表明,hub基因模块(人-病毒-药物)在与免疫系统相关的组织(P=7.29×10-24)和人脐静脉内皮细胞(P=1.83×10-20)中高度富集;该组组织充当血管壁和血液之间的抗凝血屏障。Kegg分析显示与癌症相关的基因(P=1.13×10-14)和糖尿病并发症中晚期糖基化终产物受体-晚期糖基化终产物信号通路(P=3.52×10-14)有关。这表明患有糖尿病和癌症的DHF患者有更高的致病性风险。因此,基因靶向药物可能在限制或恶化DHF患者的病情中起重要作用.
    结论:阿司匹林通常不用于治疗登革热,因为有出血并发症,但是据报道,较低剂量使用阿司匹林对治疗血栓形成的疾病有益。药物再利用是一个新兴领域,在处方药物之前需要进行临床验证和剂量鉴定。进一步的回顾性和合作的国际试验对于了解这种情况的发病机理至关重要。
    BACKGROUND: Dengue fever can progress to dengue hemorrhagic fever (DHF), a more serious and occasionally fatal form of the disease. Indicators of serious disease arise about the time the fever begins to reduce (typically 3 to 7 days following symptom onset). There are currently no effective antivirals available. Drug repurposing is an emerging drug discovery process for rapidly developing effective DHF therapies. Through network pharmacology modeling, several US Food and Drug Administration (FDA)-approved medications have already been researched for various viral outbreaks.
    OBJECTIVE: We aimed to identify potentially repurposable drugs for DHF among existing FDA-approved drugs for viral attacks, symptoms of viral fevers, and DHF.
    METHODS: Using target identification databases (GeneCards and DrugBank), we identified human-DHF virus interacting genes and drug targets against these genes. We determined hub genes and potential drugs with a network-based analysis. We performed functional enrichment and network analyses to identify pathways, protein-protein interactions, tissues where the gene expression was high, and disease-gene associations.
    RESULTS: Analyzing virus-host interactions and therapeutic targets in the human genome network revealed 45 repurposable medicines. Hub network analysis of host-virus-drug associations suggested that aspirin, captopril, and rilonacept might efficiently treat DHF. Gene enrichment analysis supported these findings. According to a Mayo Clinic report, using aspirin in the treatment of dengue fever may increase the risk of bleeding complications, but several studies from around the world suggest that thrombosis is associated with DHF. The human interactome contains the genes prostaglandin-endoperoxide synthase 2 (PTGS2), angiotensin converting enzyme (ACE), and coagulation factor II, thrombin (F2), which have been documented to have a role in the pathogenesis of disease progression in DHF, and our analysis of most of the drugs targeting these genes showed that the hub gene module (human-virus-drug) was highly enriched in tissues associated with the immune system (P=7.29 × 10-24) and human umbilical vein endothelial cells (P=1.83 × 10-20); this group of tissues acts as an anticoagulant barrier between the vessel walls and blood. Kegg analysis showed an association with genes linked to cancer (P=1.13 × 10-14) and the advanced glycation end products-receptor for advanced glycation end products signaling pathway in diabetic complications (P=3.52 × 10-14), which indicates that DHF patients with diabetes and cancer are at risk of higher pathogenicity. Thus, gene-targeting medications may play a significant part in limiting or worsening the condition of DHF patients.
    CONCLUSIONS: Aspirin is not usually prescribed for dengue fever because of bleeding complications, but it has been reported that using aspirin in lower doses is beneficial in the management of diseases with thrombosis. Drug repurposing is an emerging field in which clinical validation and dosage identification are required before the drug is prescribed. Further retrospective and collaborative international trials are essential for understanding the pathogenesis of this condition.
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  • 文章类型: Journal Article
    这项研究的目的是评估辣木种子的抗HPV潜力,NigellasativaL.种子,和MusaAcuminata以聚合物成膜系统的形式剥离草药混合物。在门诊进行的临床试验表明,最重要的结果是疣的大小和数量。与安慰剂组相比,根据结果,干预组疣的大小和数量明显更好。LC-HRMS辅助的化学谱分析导致49种代谢物的去复制。此外,建立了三种植物混合物的网络药理学;对每种植物分别进行研究,找出注释的目标基因,然后,我们组合了所有植物的所有注释基因,并过滤了这些基因,以指定与人乳头瘤病毒相关的基因。后退一步,根据目标基因,24个与HPV相关的配置基因仅用于指定30个与HPV感染相关的化合物.CA2和EGFR是具有16和12个边缘的最高鉴定基因,随后是PTGS2、CA9和MMP9基因,每个具有11个边缘。在最高目标HPV基因中对每个物种的最高活性鉴定化合物进行了分子对接研究,CA2和EGFR,研究这些化合物与目标活性位点之间的相互作用模式。
    The aim of this study is to evaluate the anti-HPV potential of a Moringa olifera Lam seed, Nigella sativa L. seed, and Musa Acuminata peel herbal mixture in the form of polymer film-forming systems. A clinical trial conducted in outpatient clinics showed that the most significant outcome was wart size and quantity. Compared to the placebo group, the intervention group\'s size and number of warts were considerably better according to the results. Chemical profiling assisted by LC-HRMS led to the dereplication of 49 metabolites. Furthermore, network pharmacology was established for the mixture of three plants; each plant was studied separately to find out the annotated target genes, and then, we combined all annotated genes of all plants and filtered the genes to specify the genes related to human papilloma virus. In a backward step, the 24 configured genes related to HPV were used to specify only 30 compounds involved in HPV infection based on target genes. CA2 and EGFR were the top identified genes with 16 and 12 edges followed by PTGS2, CA9, and MMP9 genes with 11 edges each. A molecular docking study for the top active identified compounds of each species was conducted in the top target HPV genes, CA2 and EGFR, to investigate the mode of interaction between these compounds and the targets\' active sites.
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  • 文章类型: Journal Article
    骨质疏松症是以骨质流失和微结构恶化为特征的全球性健康挑战。这迫切需要开发更安全和更有效的治疗方法,因为长期治疗的现有药物具有显著的副作用和局限性。中药,比如淫羊藿,副作用较少,已被用于治疗骨质疏松症,然而,其活性化合物和药理机制仍不清楚。在这项研究中,65个潜在的活性化合物,258个潜在的靶蛋白,通过网络药理学分析鉴定了488条淫羊藿通路。进一步的网络分析和文献综述确定了六种潜在的活性化合物和HIF-1α用于随后的实验验证。体外实验证实2″-O-鼠李糖淫羊藿苷II是六种潜在活性化合物中最有效的化合物。它能促进成骨细胞分化,与HIF-1α结合,同时抑制HIF-1α基因和蛋白表达,以及在低氧条件下增强COL1A1蛋白表达。体内实验证明了其通过减少骨髓脂肪组织改善骨微结构和减少骨丢失的能力,增强骨形成,抑制HIF-1α蛋白表达。这项研究首次描述了2-O-鼠李糖苷II对骨质疏松症的治疗作用,已经完成了,具体来说,通过靶向和抑制HIF-1α的机制。本研究为淫羊藿的临床应用提供了科学依据,为骨质疏松的治疗提供了新的候选药物。此外,它提供了新的证据支持HIF-1α作为骨质疏松症的治疗靶点。
    Osteoporosis is a global health challenge characterized by bone loss and microstructure deterioration, which urgently requires the development of safer and more effective treatments due to the significant adverse effects and limitations of existing drugs for long-term treatment. Traditional Chinese medicine, like Epimedium, offers fewer side effects and has been used to treat osteoporosis, yet its active compounds and pharmacological mechanisms remain unclear. In this study, 65 potential active compounds, 258 potential target proteins, and 488 pathways of Epimedium were identified through network pharmacology analysis. Further network analysis and review of the literature identified six potential active compounds and HIF-1α for subsequent experimental validation. In vitro experiments confirmed that 2″-O-RhamnosylIcariside II is the most effective compound among the six potential active compounds. It can promote osteoblast differentiation, bind with HIF-1α, and inhibit both HIF-1α gene and protein expression, as well as enhance COL1A1 protein expression under hypoxic conditions. In vivo experiments demonstrated its ability to improve bone microstructures and reduce bone loss by decreasing bone marrow adipose tissue, enhancing bone formation, and suppressing HIF-1α protein expression. This study is the first to describe the therapeutic effects of 2-O-RhamnosylIcariside II on osteoporosis, which was done, specifically, through a mechanism that targets and inhibits HIF-1α. This study provides a scientific basis for the clinical application of Epimedium and offers a new candidate drug for the treatment of osteoporosis. Additionally, it provides new evidence supporting HIF-1α as a therapeutic target for osteoporosis.
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  • 文章类型: Journal Article
    微生物对抗生素的抗性代表了一个巨大的全球挑战。表现出复杂的公共卫生后果,包括死亡率上升和医疗保健成本增加。目前管理抗菌素耐药性(AMR)的努力主要限于标准治疗方法。这项研究的目的是介绍和分析人工智能(AI)在寻找新的植物化合物和与抗菌作用的新型相互作用中的作用。当前研究的目标是通过在与AMR的战斗中为未来的研究提供总结的信息和想法来支持研究人员。不可避免地,AI在医疗保健中的作用呈指数级增长。审查的AI模型揭示了精油(EO)作为潜在治疗剂的新数据。在抗菌活性方面,EO显示出对抗MDR细菌的活性,通过使细菌对抗生素的作用敏感来减少耐药性,与抗生素联合使用时提高治疗效率。AI模型还可以用于详细研究EO的其他治疗应用,例如呼吸系统疾病,免疫性疾病,神经退行性疾病,和肿瘤疾病。在过去的5年中,AI在寻找控制AMR的潜在植物来源方面的应用越来越多。暂时,机器学习(ML)模型在EO研究中的应用更多。研究团队的未来注意力也可能转向更有效地寻找植物抗菌肽(PAMP)。当然,在这个方向上的投资是必要的序言,但是,对新可能性的兴奋不应凌驾于人类智慧在指导研究过程中的作用之上。在这份报告中,传统与创新相遇,以解决AMR的“无声大流行”。
    Resistance of microorganisms to antibiotics represents a formidable global challenge, manifesting in intricate public health ramifications including escalated mortality rates and augmented healthcare costs. The current efforts to manage antimicrobial resistance (AMR) are limited mainly to the standard therapeutic approaches. The aim of this study is to present and analyze the role of artificial intelligence (AI) in the search for new phyto-compounds and novel interactions with antimicrobial effects. The ambition of the current research study is to support researchers by providing summarized information and ideas for future research in the battle with AMR. Inevitably, the AI role in healthcare is growing exponentially. The reviewed AI models reveal new data on essential oils (EOs) as potential therapeutic agents. In terms of antibacterial activity, EOs show activity against MDR bacteria, reduce resistance by sensitizing bacteria to the action of antibiotics, and improve therapeutic efficiency when combined with antibiotics. AI models can also serve for the detailed study of other therapeutic applications of EOs such as respiratory diseases, immune diseases, neurodegenerative diseases, and oncological diseases. The last 5 years have seen an increasing application of AI in the search for potential plant sources to control AMR. For the time being, the application of machine-learning (ML) models is greater in the studies of EOs. Future attention of research teams may also be directed toward a more efficient search for plant antimicrobial peptides (PAMPs). Of course, investments in this direction are a necessary preface, but the excitement of new possibilities should not override the role of human intelligence in directing research processes. In this report, tradition meets innovation to address the \"silent pandemic\" of AMR.
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