Metabolomics

代谢组学
  • 文章类型: Journal Article
    烟草生物碱尼古丁以其激活神经元烟碱乙酰胆碱受体而闻名。尼古丁以不同的方式消耗,例如通过常规吸烟,电子烟,鼻烟或尼古丁袋。鼻烟的使用与一些不良健康影响有关,如口腔粘膜的炎症反应和口腔癌。我们对暴露于尼古丁的THP-1人单核细胞进行了代谢组学分析。将细胞暴露于5mM生物碱长达4小时,和细胞提取物和培养基进行非目标液相色谱高分辨率质谱。原始数据处理揭示了17种尼古丁生物转化产物。其中,可替宁和去甲烟碱被确定为两种主要的细胞生物转化产物。多变量和单变量统计分析的应用导致了注释,达到一定的识别水平,细胞提取物中的12种化合物和培养基中的13种化合物因尼古丁暴露而改变。其中,四个被证实为甲硫腺苷,胞嘧啶,尿酸,和L-谷氨酸.甲硫腺苷水平在细胞和培养基中都受到影响,而胞嘧啶,尿酸,L-谷氨酸水平仅在培养基中受影响。先前已经在人类中证明了吸烟对涉及这些代谢物的途径的影响。大多数其他有区别的化合物,只是暂时或没有完全确定,氨基酸或氨基酸衍生物。总之,我们的初步数据表明,当通过鼻烟或尼古丁袋摄入尼古丁时,也可能会出现与吸烟有关的一些潜在不良反应。
    The tobacco alkaloid nicotine is known for its activation of neuronal nicotinic acetylcholine receptors. Nicotine is consumed in different ways such as through conventional smoking, e-cigarettes, snuff or nicotine pouches. The use of snuff has been associated with several adverse health effects, such as inflammatory reactions of the oral mucosa and oral cavity cancer. We performed a metabolomic analysis of nicotine-exposed THP-1 human monocytes. Cells were exposed to 5 mM of the alkaloid for up to 4 h, and cell extracts and medium subjected to untargeted liquid chromatography high-resolution mass spectrometry. Raw data processing revealed 17 nicotine biotransformation products. Among these, cotinine and nornicotine were identified as the two major cellular biotransformation products. The application of multi- and univariate statistical analyses resulted in the annotation, up to a certain level of identification, of 12 compounds in the cell extracts and 13 compounds in the medium that were altered by nicotine exposure. Of these, four were verified as methylthioadenosine, cytosine, uric acid, and L-glutamate. Methylthioadenosine levels were affected in both cells and the medium, while cytosine, uric acid, and L-glutamate levels were affected in the medium only. The effects of smoking on the pathways involving these metabolites have been previously demonstrated in humans. Most of the other discriminating compounds, which were merely tentatively or not fully identified, were amino acids or amino acid derivatives. In conclusion, our preliminary data suggest that some of the potentially adverse effects related to smoking may also be expected when nicotine is consumed via snuff or nicotine pouches.
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  • 文章类型: Journal Article
    近几十年来,蓝藻水华已成为世界范围内的重要环境问题。然而,微囊藻毒素-LR(MC-LR)对水生生物的毒性效应,比如青蛙,仍然知之甚少。在这项研究中,青蛙(Pelophylaxnigromaculatus)暴露于环境相关浓度的MC-LR(0、1和10μg/L)21天。随后,我们评估了MC-LR对青蛙肝脏组织形态学的影响,并进行了基于MS的非靶代谢组学分析,然后测定与脂质代谢有关的物质。结果表明,MC-LR显着诱导了青蛙肝胰腺的组织学改变。鉴定出超过200种差异表达的代谢物,主要富含脂质代谢。生化分析进一步证实,MC-LR暴露导致青蛙脂质代谢紊乱。这项研究为机械理解青蛙和潜在的其他水生生物的MC-LR毒性奠定了基础。
    Cyanobacterial blooms have emerged as a significant environmental issue worldwide in recent decades. However, the toxic effects of microcystin-LR (MC-LR) on aquatic organisms, such as frogs, have remained poorly understood. In this study, frogs (Pelophylax nigromaculatus) were exposed to environmentally relevant concentrations of MC-LR (0, 1, and 10 μg/L) for 21 days. Subsequently, we assessed the impact of MC-LR on the histomorphology of the frogs\' livers and conducted a global MS-based nontarget metabolomics analysis, followed by the determination of substances involved in lipid metabolism. Results showed that MC-LR significantly induced histological alterations in the frogs\' hepatopancreas. Over 200 differentially expressed metabolites were identified, primarily enriched in lipid metabolism. Biochemical analysis further confirmed that MC-LR exposure led to a disorder in lipid metabolism in the frogs. This study laid the groundwork for a mechanistic understanding of MC-LR toxicity in frogs and potentially other aquatic organisms.
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  • 文章类型: Journal Article
    背景:CDD-2103是一种用于治疗溃疡性结肠炎(UC)的草药处方。本研究旨在通过整合代谢组学和基于血清-粪便药物化学的网络药理学来揭示其机制。
    方法:采用DSS诱导的慢性结肠炎小鼠模型评价CDD-2103的抗结肠炎作用。进行血清和粪便代谢组学以鉴定差异代谢物和途径。在血清-粪便药物化学研究中,从用CDD-2103处理的大鼠中收集生物样本.然后,利用网络药理学来预测所鉴定化合物的靶标。通过上述整合分析提取关键基因。目标之间的相互作用,CDD-2103及其化合物通过分子对接验证,免疫印迹,和酶活性测定。
    结果:CDD-2103减轻结肠炎小鼠的溃疡性症状和结肠损伤。代谢组学研究确定了与色氨酸相关的差异代谢物,甘油磷脂,和亚油酸代谢。血清-粪便药物化学研究揭示了23种化合物,进行了网络药理学分析。这些结果的整合确定了三个关键目标(AHR,PLA2和PTGS2)。分子对接显示化合物和靶标之间的强亲和力。PTGS2被鉴定为大多数CDD-2103化合物靶向的hub基因。免疫印迹和酶活性测定提供了CDD-2103缓解UC的进一步证据,可能通过其对环氧合酶-2(COX-2,由PTGS2编码)的抑制作用,生物碱和姜黄素被推测为关键的抗炎化合物。
    结论:这一综合策略揭示了CDD-2103的机制,并为开发基于草药的UC疗法提供了见解。
    BACKGROUND: CDD-2103 is an herbal prescription used to treat ulcerative colitis (UC). This study aimed to uncover its mechanism by integrating metabolomics and serum-feces pharmacochemistry-based network pharmacology.
    METHODS: A DSS-induced chronic colitis mice model was used to evaluate the anti-colitis effect of CDD-2103. Serum and feces metabolomics were conducted to identify differential metabolites and pathways. In the serum-feces pharmacochemistry study, biological samples were collected from rats treated with CDD-2103. Then, network pharmacology was utilized to predict the targets of the identified compounds. Critical genes were extracted through the above-integrated analysis. The interactions between targets, CDD-2103, and its compounds were validated through molecular docking, immunoblotting, and enzyme activity assays.
    RESULTS: CDD-2103 alleviated ulcerous symptoms and colonic injuries in colitis mice. Metabolomics study identified differential metabolites associated with tryptophan, glycerophospholipid, and linoleic acid metabolisms. The serum-feces pharmacochemistry study revealed twenty-three compounds, which were subjected to network pharmacology analysis. Integration of these results identified three key targets (AHR, PLA2, and PTGS2). Molecular docking showed strong affinities between the compounds and targets. PTGS2 was identified as a hub gene targeted by most CDD-2103 compounds. Immunoblotting and enzyme activity assays provided further evidence that CDD-2103 alleviates UC, potentially through its inhibitory effect on cyclooxygenase-2 (COX-2, encoded by PTGS2), with alkaloids and curcuminoids speculated as crucial anti-inflammatory compounds.
    CONCLUSIONS: This integrated strategy reveals the mechanism of CDD-2103 and provides insights for developing herbal medicine-based therapies for UC.
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  • 文章类型: Journal Article
    猪粪和吴茱萸酱加工的黄连(丹黄连,DHL;玉皇莲,YHL,分别)是两种类型的加工黄连(黄连,HL)在中医(TCM)。DHL和YHL是代表从从属和计数器系统处理方法生成的HL,分别,两者都因其抗炎作用而闻名。这些处理方法如何影响HL的药用功效仍然是热门话题。这里,我们讨论了这两种方法对最终HL产品功效的影响(即,DHL和YHL)通过比较它们的成分和抗炎机制。采用酶联免疫吸附法检测脂多糖诱导的RAW264.7细胞炎症因子,UPLC-Q-ExactiveOrbitrap-MS用于分析HL处理的RAW264.7细胞的内源性差异代谢产物,YHL,和DHL,从而确定相关的代谢途径。最后,使用网络药理学,我们构建了“疾病-靶标-差异代谢物-活性成分”网络图。与对照相比,所有三个产品,HL,YHL,和DHL,显著降低IL-6,TNF-α,和IL-1β水平。确定了12种与炎症相关的差异代谢物,并且在三组中重叠了25种靶蛋白。值得注意的是,DHL和YHL的抗炎作用是通过代谢途径介导的,如氨酰基-tRNA生物合成,精氨酸和脯氨酸代谢,丙氨酸,天冬氨酸和谷氨酸代谢,和精氨酸生物合成。具体来说,DHL显著影响游离脂肪酸水平,HL和YHL没有观察到这一点。在筛选时,DHL有9种活性成分,包括三个猪胆汁,YHL有12种活性成分,用六种来自加工辅料的吴茱萸。YHL和DHL不同的抗炎机制和物质基础具有一致性和独特性。因此,本研究通过揭示中药的调节机制和物质基础,强调了炮制方法对中药药效的显著影响.
    Pig bile- and Fructus Evodiae sauce-processed Rhizoma Coptidis (Danhuanglian, DHL; Yuhuanglian, YHL, respectively) are two types of processed Rhizoma Coptidis (Huanglian, HL) in traditional Chinese medicine (TCM). DHL and YHL are representative of HL generated from the subordinate and counter system processing methods, respectively, both noted for their anti-inflammatory effects. How these processing methods can affect the medicinal efficacy of HL remains a hot topic. Here, we discussed the influence of the two methods on the efficacy of final HL products (i.e., DHL and YHL) by comparing their components and anti-inflammatory mechanisms. Enzyme-linked immunosorbent assay was employed to measure inflammatory factors in RAW264.7 cells induced by lipopolysaccharide, and UPLC-Q-Exactive Orbitrap-MS was utilized to analyze the endogenous differential metabolites of RAW264.7 cells treated with HL, YHL, and DHL, and thus to identify the related metabolic pathways. Finally, using network pharmacology, we constructed a \"disease-target-differential metabolites-active ingredients\" network map. Compared with the control, all three products, HL, YHL, and DHL, significantly reduced IL-6, TNF-α, and IL-1β levels. 12 differential metabolites related to inflammation were identified and 25 target proteins were overlapping among the three groups. Notably, the anti-inflammatory effects of DHL and YHL were mediated by metabolic pathways such as aminoacyl-tRNA biosynthesis, arginine and proline metabolism, alanine, aspartate and glutamate metabolism, and arginine biosynthesis. Specifically, DHL significantly impacted free fatty acid levels, which was not observed with HL and YHL. On screening, DHL had 9 active ingredients, including three from pig bile, and YHL had 12 active ingredients, with six from the processing excipient Fructus Evodiae. The distinct anti-inflammatory mechanisms and material basis of YHL and DHL were characterized by consistency and distinctiveness. Thus, this study underscores the significant influence of processing methods on the medicinal efficacy of TCMs by revealing their regulatory mechanisms and material bases.
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  • 文章类型: Journal Article
    铬(Cr)暴露与各种呼吸系统疾病有关,但研究其对青壮年肺功能的影响的研究有限.Cr暴露相关的代谢组学变化尚未得到很好的阐明。这项研究从山东省一所大学招募了608名学生,2019年中国。我们使用符合线性混合效应模型的队列设计来评估血Cr浓度与肺功能之间的关联。此外,我们使用液相色谱-质谱法对基线血清样本(N=582)进行了代谢组学和脂质组学分析.使用两步统计分析(方差分析和混合线性效应模型)来评估血液Cr暴露对代谢物的影响。我们发现,血液Cr与年轻人的肺功能下降有关。血液Cr浓度每增加2倍,与FEV1和FVC降低35.26mL(95%CI:-60.75,-9.78)和38.56mL(95%CI:-66.60,-10.51)显着相关,分别。在代谢组学分析中,血Cr暴露与14种关键代谢产物显著相关.改变后的代谢产物主要富集在6个途径中,包括脂质代谢,氨基酸代谢,和辅因子维生素代谢。血Cr可能通过氧化应激和炎症相关通路影响肺功能。
    Chromium (Cr) exposure is associated with various respiratory system diseases, but there are limited studies investigating its impact on lung function in young adults. The Cr exposure-related metabolomic changes are not well elucidated. This study recruited 608 students from a university in Shandong Province, China in 2019. We used cohort design fitted with linear mixed-effects models to assess the association between blood Cr concentration and lung function. In addition, we performed metabolomic and lipidomic analyses of baseline serum samples (N = 582) using liquid chromatography-mass spectrometry. Two-step statistical analysis (analysis of variance and mixed-linear effect model) was used to evaluate the effect of blood Cr exposure on metabolites. We found that blood Cr was associated with decreased lung function in young adults. Each 2-fold increase in blood Cr concentrations was significantly associated with decreased FEV1 and FVC by 35.26 mL (95 % CI: -60.75, -9.78) and 38.56 mL (95 % CI: -66.60, -10.51), respectively. In the metabolomics analysis, blood Cr exposure was significantly associated with 14 key metabolites. The changed metabolites were mainly enriched in six pathways including lipid metabolism, amino acid metabolism, and cofactor vitamin metabolism. Blood Cr may affect lung function through oxidative stress and inflammation related pathways.
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  • 文章类型: Journal Article
    背景:通过T7L变体过表达的非靶向代谢组学研究探索宿主大肠杆菌内的代谢变化,以优化工程内溶素用于临床/治疗用途。
    目的:本研究旨在评估过表达T7L变体对大肠杆菌代谢谱的影响。考虑的两种变体包括T7L-H37A,与其野生型蛋白相比,具有增强的裂解活性,和T7L-H48K,一个没有明显活性的死亡突变体.
    方法:采用基于1HNMR的代谢组学比较过表达T7L野生型蛋白及其变体的大肠杆菌细胞的代谢谱。
    结果:使用基于1HNMR的代谢组学将T7L野生型(T7L-WT)蛋白及其变体(T7L-H48K和T7L-H37A)的过表达与大肠杆菌细胞中的RNAP过表达进行了比较,分析总共75种注释的代谢物,包括有机酸,氨基酸,糖,糖和核酸。结果表明,与WT相比,两个T7L变体组的聚类模式不同,其中死亡突变体(H48K)组显示接近RNAP的聚类。通路影响分析揭示了T7L变体对大肠杆菌代谢谱的不同影响,与T7L-H37A和T7L-WT的这些途径的显著改变相比,T7L-H48K显示与渗透胁迫相关的能量和氨基酸途径的最小改变。
    结论:当比较大肠杆菌细胞中T7L裂解酶的活性和非活性突变体的过表达时,本研究揭示了不同的代谢指纹。这些发现可能有助于优化和增强合适的内溶素作为抗生素的潜在替代品。
    BACKGROUND: Exploring metabolic changes within host E. coli through an untargeted metabolomic study of T7L variants overexpression to optimize engineered endolysins for clinical/therapeutic use.
    OBJECTIVE: This study aims to assess the impact of overexpressing T7L variants on the metabolic profiles of E. coli. The two variants considered include T7L-H37A, which has enhanced lytic activity compared to its wild-type protein, and T7L-H48K, a dead mutant with no significant activity.
    METHODS: 1H NMR-based metabolomics was employed to compare the metabolic profiles of E. coli cells overexpressing T7L wild-type protein and its variants.
    RESULTS: Overexpression of the T7L wild-type (T7L-WT) protein and its variants (T7L-H48K and T7L-H37A) was compared to RNAP overexpression in E. coli cells using 1H NMR-based metabolomics, analyzing a total of 75 annotated metabolites, including organic acids, amino acids, sugars, and nucleic acids. The results showed distinct clustering patterns for the two T7L variant groups compared with the WT, in which the dead mutant (H48K) group showed clustering close to that of RNAP. Pathway impact analysis revealed different effects of T7L variants on E. coli metabolic profiles, with T7L-H48K showing minimal alterations in energy and amino acid pathways linked to osmotic stress compared to noticeable alterations in these pathways for both T7L-H37A and T7L-WT.
    CONCLUSIONS: This study uncovered distinct metabolic fingerprints when comparing the overexpression of active and inactive mutants of T7L lytic enzymes in E. coli cells. These findings could contribute to the optimization and enhancement of suitable endolysins as potential alternatives to antibiotics.
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  • 文章类型: Journal Article
    背景:由于代谢物的数量众多,代谢组学数据通常很复杂,化学多样性,以及对样品制备的依赖性。这使得检测因子水平之间的显著差异并获得准确和可靠的数据具有挑战性。为了应对这些挑战,在代谢组学实验的设置中使用实验设计(DoE)技术至关重要。DoE技术可用于优化实验设计空间,确保从有限的样本空间中获得最大的信息量。
    目的:这篇综述旨在为产生代谢组学数据时应用DoE提供一个基线工作流程。
    这篇评论提供了对DoE理论的见解。ThereviewshowcasesthetheorybeingputintopracticebyhighingdifferentexamplesDoEbeingappliedinmetabolomicsthroughouttheliterature,考虑有针对性和无针对性的代谢组学研究,其中数据是使用核磁共振(NMR)光谱和质谱技术获得的。此外,这篇综述提出了目前尚未应用于代谢组学的DoE概念,强调这些是潜在的未来前景。
    BACKGROUND: Metabolomics data is often complex due to the high number of metabolites, chemical diversity, and dependence on sample preparation. This makes it challenging to detect significant differences between factor levels and to obtain accurate and reliable data. To address these challenges, the use of Design of Experiments (DoE) techniques in the setup of metabolomic experiments is crucial. DoE techniques can be used to optimize the experimental design space, ensuring that the maximum amount of information is obtained from a limited sample space.
    OBJECTIVE: This review aims at providing a baseline workflow for applying DoE when generating metabolomics data.
    UNASSIGNED: The review provides insights into the theory of DoE. The review showcases the theory being put into practice by highlighting different examples DoE being applied in metabolomics throughout the literature, considering both targeted and untargeted metabolomic studies in which the data was acquired using both nuclear magnetic resonance (NMR) spectroscopy and mass spectrometry techniques. In addition, the review presents DoE concepts not currently being applied in metabolomics, highlighting these as potential future prospects.
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  • 文章类型: Journal Article
    背景:伯基特淋巴瘤(BL)是一种与恶性疟原虫和EB病毒相关的侵袭性非霍奇金淋巴瘤,两者都会影响代谢途径。BL的代谢组学模式未知。
    方法:我们使用液相色谱-串联质谱法测定了来自乌干达东非儿童和未成年人Burkitt淋巴瘤流行病学研究的25名男性儿童(6-11岁)和25名无癌区域和年龄频率匹配的男性对照的化疗前血浆样本中的627种代谢物。无条件,使用年龄调整的逻辑回归分析来估计与对数代谢物浓度增加1个标准偏差的BL关联的比值比(ORs)及其95%置信区间(CIs),使用错误发现率(FDR)阈值和Bonferroni校正来调整多重比较。
    结果:与对照组相比,BL病例中42种代谢物浓度的水平不同(FDR<0.001),包括三酰甘油酯(18:0_38:6),α-氨基丁酸(AABA),神经酰胺(d18:1/20:0),磷脂酰胆碱C40:6和磷脂酰胆碱C38:6作为与BL相关的顶部信号(OR=6.9至14.7,P<2.4×10-4)。使用逐步逻辑回归选择的两种代谢物(三酰甘油酯(18:0_38:6)和AABA)将BL病例与对照组区分开,曲线下面积为0.97(95%CI:0.94,1.00)。
    结论:我们的发现需要进一步检查血浆代谢物作为BL风险/诊断的潜在生物标志物。
    BACKGROUND: Burkitt lymphoma (BL) is an aggressive non-Hodgkin lymphoma associated with Plasmodium falciparum and Epstein-Barr virus, both of which affect metabolic pathways. The metabolomic patterns of BL is unknown.
    METHODS: We measured 627 metabolites in pre-chemotherapy treatment plasma samples from 25 male children (6-11 years) with BL and 25 cancer-free area- and age-frequency-matched male controls from the Epidemiology of Burkitt Lymphoma in East African Children and Minors study in Uganda using liquid chromatography-tandem mass spectrometry. Unconditional, age-adjusted logistic regression analysis was used to estimate odds ratios (ORs) and their 95% confidence intervals (CIs) for the BL association with 1-standard deviation increase in the log-metabolite concentration, adjusting for multiple comparisons using false discovery rate (FDR) thresholds and Bonferroni correction.
    RESULTS: Compared to controls, levels for 42 metabolite concentrations differed in BL cases (FDR < 0.001), including triacylglyceride (18:0_38:6), alpha-aminobutyric acid (AABA), ceramide (d18:1/20:0), phosphatidylcholine ae C40:6 and phosphatidylcholine C38:6 as the top signals associated with BL (ORs = 6.9 to 14.7, P < 2.4✕10- 4). Two metabolites (triacylglyceride (18:0_38:6) and AABA) selected using stepwise logistic regression discriminated BL cases from controls with an area under the curve of 0.97 (95% CI: 0.94, 1.00).
    CONCLUSIONS: Our findings warrant further examination of plasma metabolites as potential biomarkers for BL risk/diagnosis.
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  • 文章类型: Journal Article
    龋齿,一种普遍的全球传染病,影响了95%以上的成年人,在其确切的病因中仍然难以捉摸。解决龋齿的复杂动态需要对分类学进行彻底的探索,潜力,活跃,和口头生态系统中的编码功能。代谢组学分析成为一个重要的工具,提供对微生态系统生理学的即时见解,并直接与表型联系起来。鉴定的代谢物,指示龋齿状态,在解开疾病背后的代谢过程中起着关键作用。尽管在代谢物变异性方面存在挑战,代谢组学的使用,特别是通过质谱和核磁共振波谱,在龋齿研究中充满希望。这篇综述全面地研究了代谢组学在龋齿预防中的作用。诊断,和治疗,突出不同的代谢物表达模式及其与疾病相关细菌群落的关联。方法上的开拓性,它整合了单一和组合代谢组学方法,不同的生物流体,和研究设计,批判性地评估先前的限制,同时为未来的调查提供专家见解。通过综合现有知识,这篇综述大大提高了我们对龋齿的理解,为改进预防和治疗策略奠定基础。
    Dental caries, a prevalent global infectious condition affecting over 95% of adults, remains elusive in its precise etiology. Addressing the complex dynamics of caries demands a thorough exploration of taxonomic, potential, active, and encoded functions within the oral ecosystem. Metabolomic profiling emerges as a crucial tool, offering immediate insights into microecosystem physiology and linking directly to the phenotype. Identified metabolites, indicative of caries status, play a pivotal role in unraveling the metabolic processes underlying the disease. Despite challenges in metabolite variability, the use of metabolomics, particularly via mass spectrometry and nuclear magnetic resonance spectroscopy, holds promise in caries research. This review comprehensively examines metabolomics in caries prevention, diagnosis, and treatment, highlighting distinct metabolite expression patterns and their associations with disease-related bacterial communities. Pioneering in approach, it integrates singular and combinatory metabolomics methodologies, diverse biofluids, and study designs, critically evaluating prior limitations while offering expert insights for future investigations. By synthesizing existing knowledge, this review significantly advances our comprehension of caries, providing a foundation for improved prevention and treatment strategies.
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  • 文章类型: Editorial
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