profiling

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  • 文章类型: Journal Article
    背景:丹参属,唇形科的一员,是具有广泛药用特性的基石属。它具有丰富的代谢物来源,长期以来一直用于治疗不同的疾病。
    目的:由于丹参属的非靶向代谢组学缺乏,这项工作试图研究一个全面的质谱库匹配,计算数据注释,排他性生物标志物,特定的化学型,种内代谢物谱变异,以丹参的五种药用物种为例进行了代谢产物富集研究。
    方法:对每个物种的地上部分进行基于非靶向代谢物的QTRAP液相色谱-串联质谱(LC-MS/MS)分析工作流程。利用MetaboAnalyst6.0和全球天然产物社会分子网络(GNPS)网络平台对代谢物数据集进行了全面和多变量分析。
    结果:非目标方法通过文库匹配和通过自动匹配注释的92个节点,增强了117个代谢物的鉴定能力。一种机器学习算法作为子结构主题建模,MS2LDA,进一步实施以探索代谢物亚结构,导致四个Mass2Motifs。该自动化文库新发现了总共23种代谢物。此外,87个验证的生物标志物的文库匹配,GNPS的58个生物标志物注解,筛选出11种特定的化学型。
    结论:GNPS平台的综合光谱库匹配和自动注释通过工作流程提供了全面的代谢物分析。此外,具有多变量分析的QTRAPLC-MS/MS揭示了有关种间和种内分化水平的可靠信息。代谢物谱分析的严格调查为化学分类学和药物研究提供了大规模的概述和新的见解。
    BACKGROUND: The genus Salvia L., a member of the family Lamiaceae, is a keystone genus with a wide range of medicinal properties. It possesses a rich metabolite source that has long been used to treat different disorders.
    OBJECTIVE: Due to a deficiency of untargeted metabolomic profiling in the genus Salvia, this work attempts to investigate a comprehensive mass spectral library matching, computational data annotations, exclusive biomarkers, specific chemotypes, intraspecific metabolite profile variation, and metabolite enrichment by a case study of five medicinal species of Salvia.
    METHODS: Aerial parts of each species were subjected to QTRAP liquid chromatography-tandem mass spectrometry (LC-MS/MS) analysis workflow based on untargeted metabolites. A comprehensive and multivariate analysis was acquired on the metabolite dataset utilizing MetaboAnalyst 6.0 and the Global Natural Products Social Molecular Networking (GNPS) Web Platform.
    RESULTS: The untargeted approach empowered the identification of 117 metabolites by library matching and 92 nodes annotated by automated matching. A machine learning algorithm as substructural topic modeling, MS2LDA, was further implemented to explore the metabolite substructures, resulting in four Mass2Motifs. The automated library newly discovered a total of 23 metabolites. In addition, 87 verified biomarkers of library matching, 58 biomarkers of GNPS annotations, and 11 specific chemotypes were screened.
    CONCLUSIONS: Integrative spectral library matching and automated annotation by the GNPS platform provide comprehensive metabolite profiling through a workflow. In addition, QTRAP LC-MS/MS with multivariate analysis unveiled reliable information about inter and intraspecific levels of differentiation. The rigorous investigation of metabolite profiling presents a large-scale overview and new insights for chemotaxonomy and pharmaceutical studies.
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  • 文章类型: Journal Article
    卡非佐米(CFZ)是美国食品药品监督管理局(FDA)批准的第二代蛋白酶体抑制剂,用于治疗复发和难治性多发性骨髓瘤。虽然CFZ的临床前和临床疗效明显,CFZ导致细胞死亡的机制尚未完全阐明。由于CFZ主要作为蛋白酶体抑制剂,在系统水平上分析CFZ诱导的蛋白质周转变化是足够和必要的。在这项研究中,我们使用蛋白质周转分析(ProTA)表征了CFZ对15,000种人类蛋白质的稳定性的影响。CFZ影响基本细胞糖酵解,多发性骨髓瘤细胞中一氧化氮的产生和蛋白酶体亚基稳态。此外,LY294002或KU-0063794在多发性骨髓瘤治疗中与CFZ具有协同作用。对细胞对化学治疗剂的反应的深刻理解提供了对药物功能的基本机制和CFZ联合治疗原理的见解。
    Carfilzomib (CFZ) is the second-generation proteasome inhibitor that is approved by Food and Drug Administration (FDA) of USA for the treatment of relapsed and refractory multiple myeloma. Although the preclinical and clinical efficacy of CFZ is obvious, the mechanism by which CFZ leads to cell death has not been fully elucidated. Since CFZ primarily functions as a proteasome inhibitor, profiling CFZ-induced changes in protein turnover at the systematic level is sufficient and necessary. In this study, we characterize the effects of CFZ on the stability of 15,000 human proteins using Protein Turnover Assay (ProTA). CFZ affects fundamental cellular glycolysis, nitric oxide production and proteasome subunit homeostasis in multiple myeloma cells. In addition, LY294002 or KU-0063794 has synergistic effects with CFZ in multiple myeloma treatment. A profound understanding of how cells respond to chemotherapeutic agents provides insights into the basic mechanism of drug function and the rationale for CFZ combination therapy.
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  • 文章类型: Journal Article
    Amplicon测序是微生物组分析的基石,然而,人们仍然对其分辨率和准确性感到担忧。参考数据库和注释的增强标志着基于16SrRNA的谱分析的新时代。利用这种潜力,我们介绍PM-profiler,一种用于分析扩增子短读数的新工具。PM-profiler由基于C++的高级算法实现,例如用于参考构造的预分配哈希,混合和动态短读匹配,大数据引导的双模式分层分类注释策略,和全过程并行计算。该工具为大规模微生物组提供物种级分辨率和超快速度,超越基于对齐的方法和朴素贝叶斯模型。此外,认识到全球微生物分布不均,我们根据超过270,000个微生物组的微生物模式,为每个采样栖息地描绘最佳注释策略。与Parallel-MetaSuite的既定工作流程和最新策划的参考数据库集成,这一努力为高精度微生物组调查提供了快速可靠的解决方案。重要的是我们的研究介绍了PM-profiler,一种破译微生物群落复杂性的新工具。有了先进的算法,灵活的注释策略,和组织良好的大数据,PM-profiler提供了一种更快,更准确的方法来研究微生物组,为发现这些发现铺平道路,这些发现可以提高我们对微生物群及其对世界的影响的理解。
    Amplicon sequencing stands as a cornerstone in microbiome profiling, yet concerns persist regarding its resolution and accuracy. The enhancement of reference databases and annotations marks a new era for 16S rRNA-based profiling. Capitalizing on this potential, we introduce PM-profiler, a novel tool for profiling amplicon short reads. PM-profiler is implemented by C++-based advanced algorithms, such as pre-allocated hash for reference construction, hybrid and dynamic short-read matching, big-data-guided dual-mode hierarchical taxonomy annotation strategy, and full-procedure parallel computing. This tool delivers species-level resolution and ultrafast speed for large-scale microbiomes, surpassing alignment-based approaches and the Naïve-Bayesian model. Furthermore, recognizing the global uneven distribution of microbes, we delineate optimal annotation strategies for each sampling habitat based on microbial patterns over 270,000 microbiomes. Integrated with the established workflow of Parallel-Meta Suite and the latest curated reference databases, this endeavor offers a swift and dependable solution for high-precision microbiome surveys.IMPORTANCEOur study introduces PM-profiler, a new tool that deciphers the complexity of microbial communities. With advanced algorithms, flexible annotation strategies, and well-organized big-data, PM-profiler provides a faster and more accurate way to study on microbiomes, paving the way for discoveries that could improve our understanding of microbiomes and their impact on the world.
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  • 文章类型: Journal Article
    在心脏手术期间响应于创伤而从组织释放危险信号创造了使免疫系统重新编程以应对术后期间病原体造成的后续挑战的条件。为了证明这一点,我们测试了手术前的免疫反应性作为基线(tbaseline),随后在急性期(t24h)进行挑战,疗养(t7d),和长期恢复(t3m)。108例接受择期心脏手术的病人,用脂多糖(LPS)刺激全血,甲型流感病毒N2亚型(H3N2),或Flublok™疫苗代表常见的致病挑战。白细胞增多,血小板计数,用血清C反应蛋白(CRP)检测非特异性炎症反应。刺激18小时后测量细胞因子,以反映各种细胞类型的激活(激活的中性粒细胞-IL-8;激活的T细胞-IL-2,IFNγ,活化单核细胞(MO)-TNFα,IL-6和失活或非典型激活的MO和/或T细胞-M-CSF,IL-10).IL-2和IL-10在t7d时增加,而当使用LPS时,TNFα在t24h被抑制。有趣的是,与基线相比,响应于所有刺激,M-CSF和IL-6产生在第7天升高。虽然一些炎症的非特异性标志物(白细胞计数,IL-6和IL-8)在t3m时恢复到术前水平,CRP和血小板计数仍然升高。我们表明,手术刺激重新编程白细胞对LPS的反应,仅部分恢复炎症的非特异性标志物。
    The release of danger signals from tissues in response to trauma during cardiac surgery creates conditions to reprogram the immune system to subsequent challenges posed by pathogens in the postoperative period. To demonstrate this, we tested immunoreactivity before surgery as the baseline (tbaseline), followed by subsequent challenges during the acute phase (t24h), convalescence (t7d), and long-term recovery (t3m). For 108 patients undergoing elective heart surgery, whole blood was stimulated with lipopolysaccharide (LPS), Influenza A virus subtype N2 (H3N2), or the Flublok™ vaccine to represent common pathogenic challenges. Leukocytosis, platelet count, and serum C-reactive protein (CRP) were used to measure non-specific inflammation. Cytokines were measured after 18 h of stimulation to reflect activation of the various cell types (activated neutrophils-IL-8; activated T cells-IL-2, IFNγ, activated monocyte (MO)-TNFα, IL-6, and deactivated or atypically activated MO and/or T cells-M-CSF, IL-10). IL-2 and IL-10 were increased at t7d, while TNFα was suppressed at t24h when LPS was utilized. Interestingly, M-CSF and IL-6 production was elevated at seven days in response to all stimuli compared to baseline. While some non-specific markers of inflammation (white cell count, IL-6, and IL-8) returned to presurgical levels at t3m, CRP and platelet counts remained elevated. We showed that surgical stimulus reprograms leukocyte response to LPS with only partial restoration of non-specific markers of inflammation.
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  • 文章类型: Journal Article
    肠道微生物组与人类健康和疾病有着巨大的相关性,因此,它是组学驱动的生物医学研究的热门话题。然而,人类血液或尿液中肠道微生物群相关分子的有效鉴定是很难实现的。我们假设肠排空是一种易于使用的方法来揭示此类代谢物。应用非靶向和修饰组辅助代谢组学方法(涵盖40种类型的修饰)来研究在使用泻药之前和之后的不同时间点在两个独立实验中收集的尿样。在相同的时间段内禁食作为对照条件。因此,粪便微生物组的消耗显着影响尿液中331种代谢物离子的水平,包括100种修饰的代谢物。主要修饰是葡糖醛酸化,羧化,硫酸盐,腺嘌呤接合,丁酰化,丙二酰化,和乙酰化。共有32个化合物,包括普通的,还有意想不到的粪便微生物群相关代谢物,被注释了。所应用的策略有可能生成健康人类尿液的微生物组相关代谢物图(M3),大概还有其他体液。M3与M3的比较分析疾病相关代谢物谱,或治疗相关的变化可能会为分析粪便之外的人类肠道微生物组研究和诊断开辟有希望的前景。
    The gut microbiome is of tremendous relevance to human health and disease, so it is a hot topic of omics-driven biomedical research. However, a valid identification of gut microbiota-associated molecules in human blood or urine is difficult to achieve. We hypothesize that bowel evacuation is an easy-to-use approach to reveal such metabolites. A non-targeted and modifying group-assisted metabolomics approach (covering 40 types of modifications) was applied to investigate urine samples collected in two independent experiments at various time points before and after laxative use. Fasting over the same time period served as the control condition. As a result, depletion of the fecal microbiome significantly affected the levels of 331 metabolite ions in urine, including 100 modified metabolites. Dominating modifications were glucuronidations, carboxylations, sulfations, adenine conjugations, butyrylations, malonylations, and acetylations. A total of 32 compounds, including common, but also unexpected fecal microbiota-associated metabolites, were annotated. The applied strategy has potential to generate a microbiome-associated metabolite map (M3) of urine from healthy humans, and presumably also other body fluids. Comparative analyses of M3 vs. disease-related metabolite profiles, or therapy-dependent changes may open promising perspectives for human gut microbiome research and diagnostics beyond analyzing feces.
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  • 文章类型: Journal Article
    许多种类的蚊子是主要的疾病媒介,每年杀死数百万人。基于苏云金芽孢杆菌的杀虫剂制剂在很大程度上被认为是最有效的,生态安全,和持久的害虫管理方法。新的苏云金芽孢杆菌菌株具有高的蚊虫控制效力,已识别,基因定义,和生理特征。鉴定出8个苏云金芽孢杆菌菌株并显示其携带产生内毒素的基因。使用扫描电子显微镜,结果揭示了苏云金芽孢杆菌菌株中各种形状的典型晶体形式。在检查的菌株中发现了14个cry和cyt基因。尽管苏云金芽孢杆菌A4菌株的基因组有12个cry和cyt基因,并不是所有的人都表达了,仅观察到一些蛋白质谱。发现八个苏云金芽孢杆菌菌株的杀幼虫活性为阳性(LC50:1.4-28.5g/ml和LC95:15.3-130.3g/ml)。实验室环境中的生物测定表明,含有苏云金芽孢杆菌孢子和晶体的制剂对蚊子幼虫和成虫特别活跃。这些新发现表明,含有苏云金芽孢杆菌A4孢子和晶体混合物的新型制剂可用于以可持续和生态友好的方式控制幼虫和成年蚊子。
    Mosquitoes of many species are key disease vectors, killing millions of people each year. Bacillus thuringiensis-based insecticide formulations are largely recognized as among the most effective, ecologically safe, and long-lasting methods of managing insect pests. New B. thuringiensis strains with high mosquito control effectiveness were isolated, identified, genetically defined, and physiologically characterized. Eight B. thuringiensis strains were identified and shown to carry endotoxin-producing genes. Using a scanning electron microscope, results revealed typical crystal forms of various shapes in B. thuringiensis strains. Fourteen cry and cyt genes were found in the strains examined. Although the genome of the B. thuringiensis A4 strain had twelve cry and cyt genes, not all of them were expressed, and only a few protein profiles were observed. The larvicidal activity of the eight B. thuringiensis strains was found to be positive (LC50: 1.4-28.5 g/ml and LC95: 15.3-130.3 g/ml). Bioassays in a laboratory environment demonstrated that preparations containing B. thuringiensis spores and crystals were particularly active to mosquito larvae and adults. These new findings show that the novel preparation containing B. thuringiensis A4 spores and crystals mixture might be used to control larval and adult mosquitoes in a sustainable and ecologically friendly manner.
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  • 文章类型: Journal Article
    电芬顿(EF)工艺代表了一种节能且可扩展的高级氧化技术(AOT),用于去除废水中的微污染物。然而,每个子过程的机理分析和贡献量化(即,电极吸附,凝血,自由基氧化,电极氧化/还原,和H2O2氧化)对整体降解的影响基本上不清楚,导致不同治疗方案的可调性和优化困难。在这项研究中,我们研究了EF系统中目标微污染物的降解动力学。通过将EF系统中观察到的降解速率与每个子过程中的动力学总和进行比较,阐明了所有可能的子过程的贡献。结果表明,总体降解可归因于上述子过程的协同作用。自由基氧化占消除量的87%,其次是电极再氧化/还原7.7%。这些结果不仅促进了对EF系统中协同作用的基本理解,但也为优化这些技术以获得更好的可扩展性开辟了新的可能性。此外,本研究中的方法可能会促进对其他类Fenton系统中子过程贡献的深入探索。
    Electro-Fenton (EF) process represents an energy-efficient and scalable advanced oxidation technology (AOT) for micropollutants removal in wastewaters. However, mechanistic profiling and quantitation of contribution of each subprocess (i.e., adsorption at electrode, coagulation, radical oxidation, electrode oxidation/reduction, and H2O2 oxidation) to the overall degradation are substantially unclear, resulting in difficulty in tunability and optimization for different treatment scenarios. In this study, we investigated degradation kinetics of a target micropollutant in an EF system. The contribution of all possible subprocesses was elucidated by comparing the observed degradation rate in the EF system with the sum of the kinetics in each subprocess. The results indicated that the overall degradation can be attributed to the synergistic action of the above-mentioned subprocesses. The radical oxidation accounts for 87% elimination, followed by electrode reoxidation/reduction of 7.7%. These results not only advance the fundamental understanding of synergistic effect in EF system, but also open new possibilities to optimize these techniques for better scalability. In addition, the methodology in this study could potentially boost the in-depth exploration of subprocess contribution in other Fenton-like systems.
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  • 文章类型: Editorial
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  • 文章类型: Journal Article
    这项研究最初报道了氯胺酮制造过程中17种未知杂质的选择和表征。通过超高效液相色谱-四极杆-飞行时间(UHPLC-Q-TOF)研究了总共150个缉获的氯胺酮样品。根据四个标准选择了十七个特征杂质:在所有150个缉获的氯胺酮样品中,超过10%检测到该化合物,该化合物至少有一个氮,化合物的不饱和度大于5,化合物在稀释溶剂溶液中稳定48h。基于全扫描模式和Q-TOF的产物离子模式,获得了目标杂质的质子化分子和产物离子的准确质量,分别。最后,根据氯胺酮的合成路线初步阐明了上述杂质的可能结构,质子化分子,和MS2产物离子。所有17种杂质都具有相同的去氯酮(DCK)骨架,但被额外的氯取代,羟基,甲基,环己烷,和邻氯苯基环戊基酮取代基。在电喷雾电离(ESI)下,上述杂质通过CH3NH2,C2H6NH的解离显示出相似的特征碎片离子,H2O,CO,C2H4O,C4H6,和C2的H2部分。上述杂质已在中国国家毒品实验室常规用于检获氯胺酮样品的特征分析,并用于为执法机构建立战术情报。
    This study initially reported the selection and characterization of 17 unknown impurities attributed to the manufacture process of ketamine. A total of 150 seized ketamine samples were investigated through ultra-high-performance liquid chromatography-quadrupole-time of flight (UHPLC-Q-TOF). Seventeen characteristic impurities were selected in accordance with four criteria: The compound was detected in over 10% of all 150 seized ketamine samples, the compound had at least one nitrogen, the unsaturation of the compound was more than 5, and the compound was stable in the dilution solvent solution for 48 h. The accurate masses of the protonated molecules and product ions of the target impurities were obtained based on the full scan mode and the product ion mode of Q-TOF, respectively. Lastly, the possible structures of the above impurities were tentatively elucidated in accordance with the synthetic route of ketamine, protonated molecules, and MS2 product ions. All 17 impurities had the same skeleton of deschloroketamine (DCK), but were substituted with additional chlorine, hydroxyl, methyl, cyclohexane, and o-chlorophenyl cyclopentyl ketone substituents. Under the electrospray ionization (ESI), the above impurities showed similar characteristic fragment ions through the dissociation of the CH3NH2, C2H6NH, H2O, CO, C2H4O, C4H6, and C2H2 moieties. The above impurities have been routinely used for the profiling analysis of seized ketamine samples in the National Narcotics Laboratory of China and employed to establish the tactical intelligence for law enforcement agencies.
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  • 文章类型: Journal Article
    柑橘汁含氧杂环糖苷配基(OHAs)的概况,它们是值得注意的次级代谢物标记,在柑橘和柚子汁可能是掺假的情况下,用于评估甜橙和葡萄柚汁的真实性。39个已知的OHAs,包括10种甲氧基黄酮,13香豆素,和16种呋喃香豆素,以及13个初步筛选的OHAs,用橙色分析,普通话,葡萄柚和柚子汁使用我们新开发的高分辨率HPLC-UV和荧光检测方法。从158个纯果汁样品中获得定量OHA谱,以使用组学策略建立纯度判别模型。OHA变量的减少表明,三种重要的甲氧基黄酮,即异辛塞素,橘皮素和西能塞素在甜橙汁和橘子汁之间提供了最佳的辨别能力。柚子有两种亚型,沙天友集团和文丹集团,其中果汁应与葡萄柚汁分开比较。五个OHAs,即Meranzin,3,5,6,7,8,3',4\'-七乙氧基黄酮,蛇床子,6\',7\'-epoxybergamottin,和佛手香素被发现可以区分沙田油组的柚子汁和葡萄柚汁;而三个OHAs,即Bergaptol,isometranzin,和6\',7'-二羟基佛手香素能够将柚子汁的文丹组与葡萄柚汁区分开。所建立的偏最小二乘判别分析(PLS-DA)模型能够检测甜橙汁中10%的橘子汁和柚子汁中10%的柚子汁,允许以良好的可靠性快速预筛选过量添加(预测的均方根误差,RMSEP<5%)。
    Profiles of citrus juice oxygenated heterocyclic aglycones (OHAs), which are notable marker secondary metabolites, were used to assess the authenticity of sweet orange and grapefruit juices in situations where mandarin and pomelo juices might be adulterants. Thirty-nine known OHAs, including 10 methoxyflavones, 13 coumarins, and 16 furanocoumarins, as well as 13 tentatively screened OHAs, were analyzed in orange, mandarin, grapefruit and pomelo juices using our newly developed high-resolution HPLC-UV and fluorescence detection method. Quantitative OHA profiles from 158 pure juice samples were obtained to establish a purity discriminant model using an omics strategy. Reduction of OHA variables showed that three important methoxyflavones, i.e. isosinensetin, tangeretin and sinensetin provided the best discrimination ability between sweet orange and mandarin juices. There are two subtypes of pomelos, Shatianyou Group and Wendan Group, of which juices should be separately compared to grapefruit juice. Five OHAs, namely meranzin, 3,5,6,7,8,3\',4\'-heptamethoxyflavone, osthole, 6\',7\'-epoxybergamottin, and bergamottin were found to discriminate Shatianyou Group of pomelo juice from grapefruit juice; whereas three OHAs, namely bergaptol, isomeranzin, and 6\',7\'-dihydroxybergamottin were able to discriminate Wendan Group of pomelo juice from grapefruit juice. The established partial least squares discriminant analysis (PLS-DA) models were capable of detecting as little as 10% mandarin juice in sweet orange juice and 10% pomelo juice in grapefruit juice, allowing for fast prescreening of excess addition with good reliability (root mean square error of prediction, RMSEP < 5%).
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