Liquid chromatography–mass spectrometry

液相色谱 - 质谱
  • 文章类型: Journal Article
    背景:化合物注释始终是代谢组学研究中具有挑战性的一步。最近开发了分子网络策略,以根据其串联质量(MS2)光谱相似性将化合物之间的关系组织为网络,可用于改善代谢组学分析中的化合物注释。
    目的:本研究使用来自不同地理区域的柴胡来评估基于液相色谱-质谱(LC-MS)的代谢组学中用于化合物注释的分子网络策略的性能。
    方法:在MSe采集模式下,通过LC-四极杆飞行时间MS分析柴胡提取物。原始数据预处理后,得到的数据集用于统计分析,包括主成分分析(PCA)和偏最小二乘判别分析(PLS-DA)。使用投影中的可变重要性(VIP)>2、倍数变化(FC)>2和p<0.05来选择与样品生长位置相关的化学标记。应用分子网络分析对化合物进行注释。
    结果:PCA的得分图显示,样品根据其生长位置分为两个簇。然后,构建PLS-DA模型,进一步探讨样品的化学变化。选择了16种化合物作为化学制造者,并通过基于特征的分子网络(FBMN)分析进行了初步注释。
    结论:结果表明,分子网络方法充分利用了MS信息,是促进代谢组学研究中化合物注释的有希望的工具。然而,用于特征提取的软件影响了文库搜索和分子网络构建的结果,这需要在未来的研究中加以考虑。
    BACKGROUND: Compound annotation is always a challenging step in metabolomics studies. The molecular networking strategy has been developed recently to organize the relationship between compounds as a network based on their tandem mass (MS2) spectra similarity, which can be used to improve compound annotation in metabolomics analysis.
    OBJECTIVE: This study used Bupleuri Radix from different geographic areas to evaluate the performance of molecular networking strategy for compound annotation in liquid chromatography-mass spectrometry (LC-MS)-based metabolomics.
    METHODS: The Bupleuri Radix extract was analyzed by LC-quadrupole time-of-flight MS under MSe acquisition mode. After raw data preprocessing, the resulting dataset was used for statistical analysis, including principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA). The chemical makers related to the sample growth place were selected using variable importance in projection (VIP) > 2, fold change (FC) > 2, and p < 0.05. The molecular networking analysis was applied to conduct the compound annotation.
    RESULTS: The score plots of PCA showed that the samples were classified into two clusters depending on their growth place. Then, the PLS-DA model was constructed to explore the chemical changes of the samples further. Sixteen compounds were selected as chemical makers and tentatively annotated by the feature-based molecular networking (FBMN) analysis.
    CONCLUSIONS: The results showed that the molecular networking method fully exploits the MS information and is a promising tool for facilitating compound annotation in metabolomics studies. However, the software used for feature extraction influenced the results of library searching and molecular network construction, which need to be taken into account in future studies.
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  • 文章类型: Journal Article
    目的:这项研究的目的是探索分析和区分MIH的不同临床严重程度等级的潜力,与正常牙釉质相比,使用蛋白质组学。
    方法:对拔牙的牙釉质样品进行液相色谱-质谱分析,来自11名儿童和青少年,年龄范围为6-18岁。从提取物中收集牙釉质粉末样品,诊断为MIH的第三磨牙(n=3)和第一恒磨牙(n=8)。根据临床严重程度等级将MIH牙齿样品分为亚组。数据采用方差分析和Welcht检验进行统计分析。
    结果:受MIH影响的牙齿表现出多种蛋白质,每个都有不同的功能,与牙釉质有关,将它们与正常的搪瓷相区别。显微解剖与LC-MS技术相结合的应用揭示了在MIH受影响的牙齿中辨别独特蛋白质组学特征的潜力。以不同的临床严重程度等级为特征。两个分析的MIH组在生物过程的呈现方面显示出一致的趋势,包括主要与细胞组织和生物发生相关的蛋白质丰度不足。此外,与细胞死亡相关的蛋白质在两个MIH组中都过多。
    结论:蛋白质组学能够检测和区分MIH不同临床严重程度等级的各种蛋白质。
    OBJECTIVE: The aim of this study was to explore the potential to profile and distinguish varying clinical severity grades of MIH, compared to normal enamel, using proteomics.
    METHODS: Liquid chromatography-mass spectrometry analyses were conducted on enamel samples of extracted teeth, from 11 children and adolescents, spanning an age range of 6-18 years. Enamel powder samples were collected from extracted, third molars (n = 3) and first permanent molars diagnosed with MIH (n = 8). The MIH tooth samples were categorized into subgroups based on clinical severity grade. The data were statistically analyzed using ANOVA and Welch\'s t test.
    RESULTS: Teeth affected by MIH exhibited a diverse array of proteins, each with different functions related to dental enamel, distinguishing them from their normal enamel counterparts. The application of microdissection combined with LC-MS techniques has revealed the potential to discern unique proteomic profiles among MIH-affected teeth, characterized by varying clinical severity grades. Both analyzed MIH groups displayed consistent trends in the presentation of biological processes, including underabundance of proteins primarily associated with cell organization and biogenesis. Furthermore, proteins linked to cell death were overabundant in both MIH groups.
    CONCLUSIONS: Proteomics enabled the detection and differentiation of various proteins across different clinical severity grades of MIH.
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  • 文章类型: Journal Article
    缺氧缺血性脑病(HIE)是儿童残疾的最常见原因之一。低温疗法是目前唯一被批准的神经保护方法。然而,HIE的早期诊断具有挑战性,特别是在出生后的头几个小时,当决定使用低温治疗是至关重要的。区分HIE与其他新生儿疾病,比如败血症,成为诊断中的一个重要问题。这项研究探索了采用NeoBase2MSMS试剂盒的基于代谢组学的方法在大鼠HIE的Rice-Vannucci模型中使用干血迹诊断HIE的实用性。我们在HIE发作后3至6小时内评估了这种方法的诊断保真度,包括全身性炎症和伴随的低温治疗。判别分析揭示了与HIE相关的几种代谢物模式。使用甘氨酸水平的逻辑回归模型实现了很高的诊断保真度,在HIE发作后3小时,受试者工作特征曲线下的面积为0.94,6小时为0.96。此外,正交偏最小二乘判别分析,其中包括五种代谢物,在HIE的3小时内达到100%的灵敏度和80%的特异性。这些结果突出了NeoBase2MSMS试剂盒对HIE的早期诊断的巨大潜力,并且可以改善这种严重疾病的患者管理和结果。
    Hypoxic-ischemic encephalopathy (HIE) is one of the most common causes of childhood disability. Hypothermic therapy is currently the only approved neuroprotective approach. However, early diagnosis of HIE can be challenging, especially in the first hours after birth when the decision to use hypothermic therapy is critical. Distinguishing HIE from other neonatal conditions, such as sepsis, becomes a significant problem in diagnosis. This study explored the utility of a metabolomic-based approach employing the NeoBase 2 MSMS kit to diagnose HIE using dry blood stains in a Rice-Vannucci model of HIE in rats. We evaluated the diagnostic fidelity of this approach in a range between 3 and 6 h after the onset of HIE, including in the context of systemic inflammation and concomitant hypothermic therapy. Discriminant analysis revealed several metabolite patterns associated with HIE. A logistic regression model using glycine levels achieved high diagnostic fidelity with areas under the receiver operating characteristic curve of 0.94 at 3 h and 0.96 at 6 h after the onset of HIE. In addition, orthogonal partial least squares discriminant analysis, which included five metabolites, achieved 100% sensitivity and 80% specificity within 3 h of HIE. These results highlight the significant potential of the NeoBase 2 MSMS kit for the early diagnosis of HIE and could improve patient management and outcomes in this serious illness.
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  • 文章类型: Journal Article
    分析物响应的先验估计对于高效开发液相色谱-电喷雾电离/质谱(LC-ESI/MS)方法至关重要。但由于缺乏对影响实验结果的因素的了解,仍然是一项艰巨的任务。在这项研究中,我们解决了发现信号响应和结构特性之间的相互作用关系的挑战,在具有定量结构-性质关系(QSPR)和实验设计(DoE)的整个方法中,方法参数和溶剂相关描述符。为了系统地研究应进行QSPR预测的实验领域,我们根据Box-BehnkenDoE方案改变了LC和仪器因子。七个化合物,包括阿立哌唑及其杂质,经受了57种不同的实验条件,产生399个LC-ESI/MS数据端点。为了获得测量响应的更标准的分布,峰面积在建模前进行对数变换。使用遗传算法(GA)选择的特征进行QSPR预测,并为梯度增强树(GBT)提供训练数据。提出的模型在测试数据上表现出令人满意的性能,RMSEP为1.57%,a为96.48%。这是LC-ESI/MS中的第一项QSPR研究,该研究提供了整个实验和化学空间中分析物响应行为的整体概述。由于分子内电子效应和分子大小被非常重视,GA-GBT模型提高了对模型化合物的信号响应生成的理解。它还强调需要微调影响去溶剂化和液滴充电效率的参数。
    A priori estimation of analyte response is crucial for the efficient development of liquid chromatography-electrospray ionization/mass spectrometry (LC-ESI/MS) methods, but remains a demanding task given the lack of knowledge about the factors affecting the experimental outcome. In this research, we address the challenge of discovering the interactive relationship between signal response and structural properties, method parameters and solvent-related descriptors throughout an approach featuring quantitative structure-property relationship (QSPR) and design of experiments (DoE). To systematically investigate the experimental domain within which QSPR prediction should be undertaken, we varied LC and instrumental factors according to the Box-Behnken DoE scheme. Seven compounds, including aripiprazole and its impurities, were subjected to 57 different experimental conditions, resulting in 399 LC-ESI/MS data endpoints. To obtain a more standard distribution of the measured response, the peak areas were log-transformed before modeling. QSPR predictions were made using features selected by Genetic Algorithm (GA) and providing Gradient Boosted Trees (GBT) with training data. Proposed model showed satisfactory performance on test data with a RMSEP of 1.57 % and a of 96.48 %. This is the first QSPR study in LC-ESI/MS that provided a holistic overview of the analyte\'s response behavior across the experimental and chemical space. Since intramolecular electronic effects and molecular size were given great importance, the GA-GBT model improved the understanding of signal response generation of model compounds. It also highlighted the need to fine-tune the parameters affecting desolvation and droplet charging efficiency.
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  • 文章类型: Journal Article
    高通量代谢组学促进了大规模队列研究的发展。长期研究需要多个基于批次的测量,这需要复杂的质量控制(QC)来消除意外的偏见,以获得生物学上有意义的定量代谢组学谱。使用液相色谱-质谱法分析279批测量中的10,833个样品。定量概况包括147脂质,包括酰基肉碱,脂肪酸,葡萄糖神经酰胺,乳糖基神经酰胺,溶血磷脂酸,和黄体酮。每批包括40个样品,和5个QC样品测量每个10个样品。来自QC样品的定量数据用于标准化样品数据的定量曲线。147种脂质的批内和批间中位数变异系数(CV)分别为44.3%和20.8%,分别。归一化后,CV值分别下降了42.0%和14.7%,分别。还评估了该标准化对后续分析的影响。演示的分析将有助于获得无偏见,大规模代谢组学的量化数据。
    High-throughput metabolomics has enabled the development of large-scale cohort studies. Long-term studies require multiple batch-based measurements, which require sophisticated quality control (QC) to eliminate unexpected bias to obtain biologically meaningful quantified metabolomic profiles. Liquid chromatography-mass spectrometry was used to analyze 10,833 samples in 279 batch measurements. The quantified profile included 147 lipids including acylcarnitine, fatty acids, glucosylceramide, lactosylceramide, lysophosphatidic acid, and progesterone. Each batch included 40 samples, and 5 QC samples were measured for 10 samples of each. The quantified data from the QC samples were used to normalize the quantified profiles of the sample data. The intra- and inter-batch median coefficients of variation (CV) among the 147 lipids were 44.3% and 20.8%, respectively. After normalization, the CV values decreased by 42.0% and 14.7%, respectively. The effect of this normalization on the subsequent analyses was also evaluated. The demonstrated analyses will contribute to obtaining unbiased, quantified data for large-scale metabolomics.
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  • 文章类型: Journal Article
    未经批准:香芹酚是从牛至中提取的精油,可用作家禽垫料中的天然添加剂,不仅对生产率而且对禽肉的质量都有积极影响。这项研究的目的是评估在凋落物中添加香芹酚对体重增加和鸡组织中残留物发生的影响。
    未经评估:将一天大的Ross308雏鸡用于研究,并随机分为两个实验组。42天,一组被关在盛有香芹酚的垃圾的房间里,第二组被关在没有香芹酚的垃圾的房间里。42天后,这些鸟被牺牲并尸检。通过液相色谱-质谱法测定匀浆的器官组织样品中的香芹酚含量。
    UNASSIGNED:每周称重结果表明,在凋落物中暴露于香芹酚对鸡体重没有影响。等离子体的分析,肌肉,暴露42天后的肝和肺组织清楚地表明,在分析的基质中存在香芹酚的残留物。
    UNASSIGNED:鸡暴露于香芹酚会留下残留物,但不会影响体重。
    UNASSIGNED: Carvacrol is an essential oil extracted from oregano which can be used as a natural additive in poultry litter and could have a positive impact not only on production rates but also on the quality of poultry meat. The aim of this study was to evaluate the effect of the addition of carvacrol to litter on weight gain and the occurrence of residues in chicken tissues.
    UNASSIGNED: One-day-old Ross 308 chicks were used for the study and were randomly divided into two experimental groups. For 42 days, one group was kept in a room with litter enriched with carvacrol and the second group was kept in a room with litter without carvacrol. After 42 days, the birds were sacrificed and necropsied. Carvacrol content was determined in homogenised organ tissue samples by liquid chromatography-mass spectrometry.
    UNASSIGNED: Weekly weighing results showed that exposure to carvacrol in litter had no impact on chicken body weight. The analysis of plasma, muscle, liver and lung tissue after 42 days\' exposure clearly indicated that there were residues of carvacrol in the analysed matrices.
    UNASSIGNED: Exposure of chickens to carvacrol left residues but did not affect body weight.
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  • 文章类型: Journal Article
    背景:直肠癌是最致命的胃肠道恶性肿瘤之一。代谢组学已经逐渐发展成为一种方便的,用于癌症研究的廉价和非破坏性技术。
    方法:通过液相色谱-质谱(LC-MS)分析来自25名直肠癌患者的总共150个组织样本,从每个患者收集6个组织样本(第1组:肿瘤;第2组:距肿瘤0.5cm;第3组:距肿瘤1cm;第4组:距肿瘤2cm;第5组:距肿瘤3cm;第6组:距肿瘤5cm)。首先选择肿瘤组织和距肿瘤5cm(正常组织)的差异代谢物。采用层次聚类分析对肿瘤组织和正常组织的差异代谢产物进行重新分组,并根据聚类结果的重新分组,进一步通过判别分析进行选择。通过观察从第1组到第6组的样品内的差异代谢物水平的变化,进一步鉴定在代谢组学水平上的临床T(cT)1、cT2期直肠癌和cT3、cT4期直肠癌的潜在安全界限。
    结果:我们发现了22种特异性代谢物来区分肿瘤组织和正常组织。在距肿瘤0.5cm(cT1,cT2)和2.0cm(cT3,cT4)处观察到代谢物水平的最显著变化,而之后组织的变化表现出稳定的趋势。
    结论:直肠癌的肿瘤组织与正常组织之间存在差异代谢产物。根据我们有限的样本量,代谢产物中直肠癌手术的安全远端切缘在cT1和cT2期直肠癌患者中可能为0.5cm,在cT3和cT4期直肠癌患者中可能为2.0cm.
    BACKGROUND: Rectal cancer is one of the most lethal of gastrointestinal malignancies. Metabonomics has gradually developed as a convenient, inexpensive and non-destructive technique for the study of cancers.
    METHODS: A total of 150 tissue samples from 25 rectal cancer patients were analyzed by liquid chromatography-mass spectrometry (LC-MS), and 6 tissue samples were collected from each patient (group 1: tumor; group 2: 0.5 cm from tumor; group 3:1 cm from tumor; group 4:2 cm from tumor; group 5:3 cm from tumor and group 6:5 cm from tumor). The differential metabolites of tumor tissues and 5 cm from the tumor (normal tissues) were first selected. The differential metabolites between tumor tissues and normal tissues were regrouped by hierarchical clustering analysis, and further selected by discriminant analysis according to the regrouping of clustering results. The potential safe margin of clinical T(cT)1,cT2 stage rectal cancer and cT3,cT4 stage rectal cancer at the metabolomic level was further identified by observing the changes in the level of differential metabolites within the samples from group 1 to group 6.
    RESULTS: We found 22 specific metabolites to distinguish tumor tissue and normal tissue. The most significant changes in metabolite levels were observed at 0.5 cm (cT1, cT2) and 2.0 cm (cT3, cT4) from the tumor, while the changes in the tissues afterwards showed a stable trend.
    CONCLUSIONS: There are differential metabolites between tumor tissues and normal tissues in rectal cancer. Based on our limited sample size, the safe distal incision margin for rectal cancer surgery in metabolites may be 0.5 cm in patients with cT1 and cT2 stage rectal cancer and 2.0 cm in patients with cT3 and cT4 stage rectal cancer.
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  • 文章类型: Journal Article
    纳米农药的生产和使用增加将增加其暴露于人类和环境的可能性。为了正确评估他们的风险,有必要严格量化其在包括水在内的主要环境隔室中的浓度,土壤和食物。由于其配方特点的主要差异,目前尚不清楚为常规农药开发的分析技术是否可以对纳米形式进行定量。因此,有必要开发和验证用于食品和环境中纳米农药定量的分析技术。本研究的目的是验证一种方法,用于分析具有不同理化性质的两种农药的活性成分:偶氮酯(AZOX,杀菌剂,logKow3.7)和联苯菊酯(BFT,杀虫剂,logKow6.6)应用于农业土壤,作为常规制剂或包封在纳米颗粒(Allosperse®或多孔中空nSiO2)中。无农药的草莓植物(Fragaria×ananassa)和三种不同的农业土壤中掺入了活性成分(偶氮酯和联苯菊酯),在常规或纳米配方中。改良的QuEChERS方法用于从草莓植物中提取农药(根,叶子和果实)和溶剂提取(1:2乙腈)用于土壤。通过液相色谱-混合四极杆飞行时间质谱法分析样品,以确定方法检出限,回收,“常规”和纳米封装农药的精度和基体效应。改进方法的结果表明,从草莓和农业土壤中分析纳米封装的农药具有良好的回收率和精密度,回收率为85至127%(AZOX)和68-138%(BFT)。结果表明,纳米包封剂的存在对活性成分的提取效率和定量具有显著影响。改进的分析方法成功地用于测量来自田间试验的草莓和土壤样品,为探索纳米封装农药在食品和环境基质中的命运提供了手段。
    The increased production and use of nanopesticides will increase the likelihood of their exposure to humans and the environment. In order to properly evaluate their risk, it will be necessary to rigorously quantify their concentrations in major environmental compartments including water, soil and food. Due to major differences in the characteristics of their formulation, it is unclear whether analytical techniques that have been developed for conventional pesticides will allow quantification of the nano-forms. Therefore, it is necessary to develop and validate analytical techniques for the quantification of nanopesticides in foods and the environment. The goal of this study was to validate a method for analyzing the active ingredients of two pesticides with different physicochemical properties: azoxystrobin (AZOX, a fungicide, log Kow 3.7) and bifenthrin (BFT, an insecticide, log Kow 6.6) that were applied to agricultural soils, either as a conventional formulation or encapsulated in nanoparticles (either Allosperse® or porous hollow nSiO2). Pesticide-free strawberry plants (Fragaria × ananassa) and three different agricultural soils were spiked with the active ingredients (azoxystrobin and bifenthrin), in either conventional or nano formulations. A modified QuEChERS approach was used to extract the pesticides from the strawberry plants (roots, leaves and fruits) and a solvent extraction (1:2 acetonitrile) was employed for the soils. Samples were analyzed by liquid chromatography-hybrid quadrupole time-of-flight mass spectrometry in order to determine method detection limits, recoveries, precision and matrix effects for both the \"conventional\" and nanoencapsulated pesticides. Results for the modified method indicated good recoveries and precision for the analysis of the nanoencapsulated pesticides from strawberries and agricultural soils, with recoveries ranging from 85 to 127% (AZOX) and 68-138% (BFT). The results indicated that the presence of the nanoencapsulants had significant effects on the efficiency of extraction and the quantification of the active ingredients. The modified analytical methods were successfully used to measure strawberry and soil samples from a field experiment, providing the means to explore the fate of nanoencapsulated pesticides in food and environmental matrices.
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  • 文章类型: Journal Article
    背景:注射药物(PWID)的人由于致命的过量服用而过早死亡的风险很高。新出现的芬太尼,比海洛因和其他阿片类药物更有效,可能会进一步增加这种风险。因此,关于注射药物的准确信息对于改进预防策略至关重要。
    目的:本研究旨在分析二手注射设备中的药物残留,以确定药物和药物组合,并将发现与自我报告的信息进行比较和补充。
    方法:在受监督的药物消费机构收集使用过的注射器和针头(n=766),为奥斯陆的问题吸毒者提供针头交换服务和两项低门槛医疗服务,挪威。从2019年6月至2020年6月,每三个月收集一次材料,并使用高度特异性的分析方法(超高效液相色谱串联质谱法)分析64种物质。此外,从2017年至2019年,我们采访了一名街头招募的PWID样本,了解他们的药物注射习惯(n=572).
    结果:海洛因(65.5%)或苯丙胺(59.8%),通常组合(30.5%),通常在药物残留中检测到。其他阿片类药物,很少检测到兴奋剂或苯二氮卓类药物(6.1%)。仅在一个注射器中检测到芬太尼。海洛因是报告最多的药物(过去四周为77.6%,每天48.3%/几乎每天),其次是安非他明(过去四周为57.5%,每天或几乎每天23.1%)。注射美沙酮,丁丙诺啡和溶解片剂的自我报告频率高于药物残留发现。
    结论:对注射设备的分析被证明是有用的,快速准确的方法,以获取有关奥斯陆注射药物的详细信息,并补充传统的PWID调查信息。
    BACKGROUND: People who inject drugs (PWID) have a high risk of premature death due to fatal overdoses. Newly emerged fentanyls, much more potent than heroin and other opioids, may increase this risk further. Therefore, precise information on injected drugs is critical to improving prevention strategies.
    OBJECTIVE: This study aimed to analyse drug residues in used injection equipment in order to determine drug and drug combinations and compare and complement findings with self-reported information.
    METHODS: Used syringes and needles (n=766) were collected at the supervised drug consumption facilities, the needle exchange service and two low-threshold health services for problem drug users in Oslo, Norway. The material was collected every third month from June 2019 to June 2020 and analysed for 64 substances using highly specific analytical methods (ultra-high performance liquid chromatography tandem mass spectrometry). Additionally, a street-recruited sample of PWID was interviewed from 2017 to 2019 regarding their drug injection habits (n=572).
    RESULTS: Heroin (65.5%) or amphetamines (59.8%), often in combination (30.5%), were commonly detected in drug residues. Other opioids, stimulants or benzodiazepines were rarely detected (6.1%). Fentanyl was detected in only one syringe. Heroin was the most reported drug (77.6% during the past four weeks, 48.3% daily/almost daily), followed by amphetamines (57.5% during the past four weeks, 23.1% daily or almost daily). Injection of methadone, buprenorphine and dissolved tablets was self-reported more frequently than determined in drug residue findings.
    CONCLUSIONS: Analysis of the injection equipment proved useful as a non-invasive, rapid and accurate means to obtain detailed information on injected drugs in Oslo and supplement traditional PWID survey information.
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  • 文章类型: Journal Article
    细胞缺氧,组织,和器官不仅可以阻止生物学功能的正常发展,而且还可以导致几种疾病和紊乱。在这个意义上,由于缺氧可被认为是急性肾损伤和慢性肾脏病病理生理的重要因素,因此肾脏值得特别关注。为了提供更好的知识来揭示所涉及的分子机制,新的研究是必要的。在这个意义上,这项工作旨在研究,第一次,缺氧诱导的人近端肾小管HK-2细胞代谢改变的体外模型,因为肾脏近端肾小管特别容易缺氧。不同的细胞组,在0.5、5、24和48小时的对照和缺氧条件下培养,使用基于反相液相色谱-质谱的非靶向代谢组学方法进行了研究。研究了细胞内液和细胞外液以获得较大的代谢物覆盖率。另一方面,进行多变量和单变量分析以发现细胞组之间的差异并选择最相关的变量。鉴定为受影响的代谢物的分子特征主要是氨基酸和Amadori化合物。还提供了关于它们的生物学相关性的见解。
    Oxygen deficiency in cells, tissues, and organs can not only prevent the proper development of biological functions but it can also lead to several diseases and disorders. In this sense, the kidney deserves special attention since hypoxia can be considered an important factor in the pathophysiology of both acute kidney injury and chronic kidney disease. To provide better knowledge to unveil the molecular mechanisms involved, new studies are necessary. In this sense, this work aims to study, for the first time, an in vitro model of hypoxia-induced metabolic alterations in human proximal tubular HK-2 cells because renal proximal tubules are particularly susceptible to hypoxia. Different groups of cells, cultivated under control and hypoxia conditions at 0.5, 5, 24, and 48 h, were investigated using untargeted metabolomic approaches based on reversed-phase liquid chromatography-mass spectrometry. Both intracellular and extracellular fluids were studied to obtain a large metabolite coverage. On the other hand, multivariate and univariate analyses were carried out to find the differences among the cell groups and to select the most relevant variables. The molecular features identified as affected metabolites were mainly amino acids and Amadori compounds. Insights about their biological relevance are also provided.
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