metabolic characterization

代谢表征
  • 文章类型: Journal Article
    马铃薯(SolanumtuberosumL.)是最有价值的农作物之一,这些块茎的肉提供了对人类营养重要的各种健康化合物。这项工作介绍了对不同化学类别的化合物进行联合分析的结果,这些结果为从意大利收集的色素和非色素马铃薯品种的代谢特征提供了见解。识别整个组学数据集的共同或个体代谢特征(抗氧化剂,总多酚含量,多酚,和糖)是通过联合和个体变异解释(JIVE)进行的,一种数据融合多变量方法。多变量模型的共同部分允许非色素和色素样品之间的分离。多酚化合物主要负责紫肉和红皮马铃薯之间的分离。花青素成分的额外详细分析,包括酰化的花青素,允许查明色素马铃薯组之间的多样性。此外,紫肉品种中存在大量的羟基肉桂酸和花色苷,其特征还在于糖含量较低,找到了。我们的结果为推广有前途的马铃薯品种提供了科学依据,其特征是大量的各种健康益处化合物。
    Potatoes (Solanum tuberosum L.) are one of the most valuable agricultural crops, and the flesh of these tubers provides various classes of healthy compounds important for human nutrition. This work presents the results of a joint analysis of different chemical classes of compounds which provided insights on the metabolic characterization of pigmented and non-pigmented potato varieties collected from Italy. The identification of common or individual metabolic characteristics across the omic datasets (antioxidants, total polyphenolic content, polyphenols, and sugars) is conducted by Joint and Individual Variation Explained (JIVE), a data fusion multivariate approach. The common part of the multivariate model allowed the separation between non-pigmented and pigmented samples. Polyphenolic compounds were mainly responsible for the separation between purple-fleshed and red-skinned potatoes. An additional detailed analysis of the anthocyanin composition, including the acylated anthocyanins, allowed to pinpoint the diversities between the pigmented potato groups. Furthermore, the presence of an appreciable amount of hydroxycinnamic acids and anthocyanins in the purple-fleshed varieties, which are also characterized by a lower content of sugars, is found. Our results provide scientific evidence for the promotion of promising potato cultivars, which are characterized by a remarkable amount of various health benefit compounds.
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  • 文章类型: Journal Article
    葡萄酒是一种特别复杂的饮料,由几个因素共同作用而产生,酵母由于其在其发展中的基本作用而被强调。多年来,非酵母菌被认为是腐败和污染的来源,但是这个想法受到了挑战,许多这些酵母开始被探索,因为它们对葡萄酒特性有益。在这个群体中,Torulasporadelbrueckii在葡萄酒行业中越来越重要,由于其挥发性酸度低,增加芳香族化合物的释放和增强的颜色强度。此外,这种酵母也吸引了其他生物技术领域的兴趣,如面包和啤酒发酵。在这项工作中,一组40个德氏氏杆菌菌株,不同的地理和技术起源,是为了表征这个物种的表型行为,关注生物技术兴趣的不同参数。还通过在合成葡萄中进行单独发酵来评估菌株的发酵性能,并通过HPLC评估分离株的代谢谱。数据分析显示,高温(37°C)和乙醇浓度(高达18%)显着影响德氏弧菌的生长。与1.5mMSO2一起,显示出可变的发酵能力和产量。我们的计算模型表明,在对酵母特性的影响方面,菌株的技术起源似乎优于地理起源。从生物技术的角度来看,通过发酵过程的产品的应变间变异性和分布增强了德氏疟原虫的潜力。
    Wine is a particularly complex beverage resulting from the combination of several factors, with yeasts being highlighted due to their fundamental role in its development. For many years, non-Saccharomyces yeasts were believed to be sources of spoilage and contamination, but this idea was challenged, and many of these yeasts are starting to be explored for their beneficial input to wine character. Among this group, Torulaspora delbrueckii is gaining relevance within the wine industry, owing to its low volatile acidity production, increased release of aromatic compounds and enhanced color intensity. In addition, this yeast was also attracting interest in other biotechnological areas, such as bread and beer fermentation. In this work, a set of 40 T. delbrueckii strains, of varied geographical and technological origins, was gathered in order to characterize the phenotypic behavior of this species, focusing on different parameters of biotechnological interest. The fermentative performance of the strains was also evaluated through individual fermentations in synthetic grape must with the isolates\' metabolic profile being assessed by HPLC. Data analysis revealed that T. delbrueckii growth is significantly affected by high temperature (37 °C) and ethanol concentrations (up to 18%), alongside 1.5 mM SO2, showing variable fermentative power and yields. Our computation models suggest that the technological origin of the strains seems to prevail over the geographical origin as regards the influence on yeast properties. The inter-strain variability and profile of the products through the fermentative processes reinforce the potential of T. delbrueckii from a biotechnological point of view.
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  • 文章类型: Journal Article
    根据世界卫生组织的2020年全球结核病报告,据估计,2019年至少有80,000名儿童(特别脆弱的人群)患上了结核性脑膜炎(TBM),如果不治疗,这是一种致命的疾病,尽管这可能被低估了。随着我们最新技术的发展,随着各种“组学”学科的空前发展,已经创造了大量关于传染病的新数据。然而,我们对传染病的认识和理解仍在努力跟上。代谢物提供了许多生物学信息,但是他们允许的见解可能很难获得。这篇综述总结了当前来自TBM病例的脑脊液(CSF)的代谢组学研究,并整理了报告的代谢数据。总的来说,CSF代谢组学研究已经确定了表征TBM的五类代谢物:氨基酸,有机酸,核苷酸,碳水化合物,和“其他”。从整体上看,本综述中提供的信息有助于促进假设生成的机械作用,这将推动和指导未来的TBM研究。
    From the World Health Organization\'s global TB report for 2020, it is estimated that in 2019 at least 80,000 children (a particularly vulnerable population) developed tuberculous meningitis (TBM)-an invariably fatal disease if untreated-although this is likely an underestimate. As our latest technologies have evolved-with the unprecedented development of the various \"omics\" disciplines-a mountain of new data on infectious diseases have been created. However, our knowledge and understanding of infectious diseases are still trying to keep pace. Metabolites offer much biological information, but the insights they permit can be difficult to derive. This review summarizes current metabolomics studies on cerebrospinal fluid (CSF) from TBM cases and collates the metabolic data reported. Collectively, CSF metabolomics studies have identified five classes of metabolites that characterize TBM: amino acids, organic acids, nucleotides, carbohydrates, and \"other\". Taken holistically, the information given in this review serves to promote the mechanistic action of hypothesis generation that will drive and direct future studies on TBM.
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  • 文章类型: Journal Article
    三阴性乳腺癌(TNBC)是一类高度多样化的癌症,治疗选择有限。约占所有乳腺癌的15%。TNBC细胞在许多方面彼此不同,如基因表达,代谢活动,致瘤性,和侵入性。最近,许多研究和临床工作都集中在TNBC的代谢靶向治疗上.TNBC细胞系的代谢表征可以促进治疗效果的评估并有助于代谢药物的开发。在这里,我们使用光学氧化还原成像(ORI)技术来表征TNBC亚型的代谢特征.我们发现各种TNBC细胞系具有不同的氧化还原状态(还原型烟酰胺腺嘌呤二核苷酸(NADH),氧化黄素腺嘌呤二核苷酸(FAD),和氧化还原比(FAD/(NADH+FAD))。然后我们用线粒体抑制剂和解偶联剂代谢扰动细胞,并相应地进行ORI。不出所料,我们观察到这些TNBC细胞系对代谢扰动具有相似的反应模式。然而,它们表现出不同的氧化还原可塑性。这些结果表明,TNBC细胞的亚型在代谢上是不同的,并且ORI可以作为TNBC细胞代谢谱分析的敏感技术。
    Triple-negative breast cancer (TNBC) is a highly diverse group of cancers with limited treatment options, responsible for about 15% of all breast cancers. TNBC cells differ from each other in many ways such as gene expression, metabolic activity, tumorigenicity, and invasiveness. Recently, many research and clinical efforts have focused on metabolically targeted therapy for TNBC. Metabolic characterization of TNBC cell lines can facilitate the assessment of therapeutic effects and assist in metabolic drug development. Herein, we used optical redox imaging (ORI) techniques to characterize TNBC subtypes metabolically. We found that various TNBC cell lines had differing redox statuses (levels of reduced nicotinamide adenine dinucleotide (NADH), oxidized flavin adenine dinucleotide (FAD), and the redox ratio (FAD/(NADH+FAD)). We then metabolically perturbed the cells with mitochondrial inhibitors and an uncoupler and performed ORI accordingly. As expected, we observed that these TNBC cell lines had similar response patterns to the metabolic perturbations. However, they exhibited differing redox plasticity. These results suggest that subtypes of TNBC cells are different metabolically and that ORI can serve as a sensitive technique for the metabolic profiling of TNBC cells.
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  • 文章类型: Journal Article
    The metabolic capabilities of cells determine their biotechnological potential, fitness in ecosystems, pathogenic threat levels, and function in multicellular organisms. Their comprehensive experimental characterization is generally not feasible, particularly for unculturable organisms. In principle, the full range of metabolic capabilities can be computed from an organism\'s annotated genome using metabolic network reconstruction. However, current computational methods cannot deal with genome-scale metabolic networks. Part of the problem is that these methods aim to enumerate all metabolic pathways, while computation of all (elementally balanced) conversions between nutrients and products would suffice. Indeed, the elementary conversion modes (ECMs, defined by Urbanczik and Wagner) capture the full metabolic capabilities of a network, but the use of ECMs has not been accessible until now. We explain and extend the theory of ECMs, implement their enumeration in ecmtool, and illustrate their applicability. This work contributes to the elucidation of the full metabolic footprint of any cell.
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  • 文章类型: Journal Article
    细胞色素P4502C9(CYP2C9)是最重要的药物代谢酶之一,约占临床药物代谢的13%-17%。像CYP2家族的其他成员一样,CYP2C9基因在不同种族和个体之间表现出很大的遗传多态性。CYP2C9*18是在东南亚人群中鉴定出的一种CYP2C9等位基因变体,估计会同时引起CYP2C9酶中I359L和D397A的氨基酸取代。受细菌和COS-7细胞中低表达水平的限制,没有关于该CYP2C9变体的有价值的酶动力学报道。在这项研究中,基于杆状病毒的系统用于在昆虫细胞中高表达重组CYP2C9。因此,与I359L取代一起,D397A能显著降低CYP2C9.18蛋白在昆虫细胞中的表达,尽管单独替换D397A对体外CYP2C9的表达没有影响。与野生型酶相比,CYP2C9.18变体和D397A变体均可降低CYP2C9酶对三种探针底物的催化活性超过80%,提示携带CYP2C9*18的患者服用CYP2C9酶代谢的药物时,应谨慎行事,治疗窗口狭窄。
    Cytochrome P450 2C9 (CYP2C9) is one of the most important drugs metabolizing enzymes and accounts for the metabolism of about 13%-17% of clinical drugs. Like other members in CYP2 family, CYP2C9 gene exhibits great genetic polymorphism among different races and individuals. CYP2C9*18 is one CYP2C9 allelic variant identified in a Southeast Asian population and is estimated to cause the amino acid substitutions of I359L and D397A in CYP2C9 enzyme simultaneously. Limited by the low expression level in bacteria and COS-7 cells, no valuable enzyme kinetics have been reported on this CYP2C9 variant. In this study, the baculovirus-based system was used for the high expression of recombinant CYP2C9 s in insect cells. As a result, together with I359L substitution, D397A could significantly decrease the protein expression of CYP2C9.18 in insect cells, although substitution of D397A alone had no effect on the expression of CYP2C9 in vitro. As compared with that of wild-type enzyme, both CYP2C9.18 variant and D397A variant could decrease more than 80% of the catalytic activity of CYP2C9 enzyme toward three probe substrates, suggesting that caution should be exercised when patients carrying CYP2C9*18 taking medicines metabolized by CYP2C9 enzyme with a narrow therapeutic window.
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  • 文章类型: Journal Article
    使用南非儿科队列更好地表征结核性脑膜炎(TBM)病例的脑脊液(CSF)代谢谱。
    1HNMR代谢组学用于分析南非儿科队列的CSF。进行了单变量和多变量统计分析,以比较均质对照组与明确定义的TBM组。
    确定了20种代谢物以将TBM病例与对照区分开。不出所料,降低的葡萄糖和升高的乳酸是主要的鉴别器。对CSF代谢谱的更仔细的研究得出了18种具有统计学意义的代谢物。十种代谢物(乙酸,丙氨酸,胆碱,柠檬酸盐肌酐,异亮氨酸,赖氨酸,肌醇,丙酮酸和缬氨酸)与其他两项先前研究重叠。八种代谢物(2-羟基丁酸,肉碱,肌酸,磷酸肌酸,谷氨酸,谷氨酰胺,胍基乙酸盐和脯氨酸)是我们儿科TBM队列所独有的。
    通过严格的排除标准,质量控制检查和数据过滤,首次发现了与TBM相关的八种独特的CSF代谢物,并与:不受控制的葡萄糖代谢,上调脯氨酸和肌酸代谢,解毒和破坏TBM样品中的谷氨酸-谷氨酰胺循环。与氧化应激和慢性神经炎症相关,我们的发现共同暗示了不稳定,因此增加了渗透性,TBM病例中的血脑屏障。
    To better characterize the cerebrospinal fluid (CSF) metabolic profile of tuberculous meningitis (TBM) cases using a South African paediatric cohort.
    1H NMR metabolomics was used to analyse the CSF of a South African paediatric cohort. Univariate and multivariate statistical analyses were performed to compare a homogeneous control group with a well-defined TBM group.
    Twenty metabolites were identified to discriminate TBM cases from controls. As expected, reduced glucose and elevated lactate were the dominating discriminators. A closer investigation of the CSF metabolic profile yielded 18 metabolites of statistical significance. Ten metabolites (acetate, alanine, choline, citrate, creatinine, isoleucine, lysine, myo-inositol, pyruvate and valine) overlapped with two other prior investigations. Eight metabolites (2-hydroxybutyrate, carnitine, creatine, creatine phosphate, glutamate, glutamine, guanidinoacetate and proline) were unique to our paediatric TBM cohort.
    Through strict exclusion criteria, quality control checks and data filtering, eight unique CSF metabolites associated with TBM were identified for the first time and linked to: uncontrolled glucose metabolism, upregulated proline and creatine metabolism, detoxification and disrupted glutamate-glutamine cycle in the TBM samples. Associated with oxidative stress and chronic neuroinflammation, our findings collectively imply destabilization, and hence increased permeability, of the blood-brain barrier in the TBM cases.
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  • 文章类型: Journal Article
    Recent advances in human induced pluripotent stem cell-derived cardiomyocytes (iPSCM) field offer a novel platform for modeling cardiac metabolism, heart diseases drug candidates screening and cardiac toxicity assessments. These workflows require a fully functional characterization of iPSCMs. Here we report a step by step protocol for iPSCM metabolic characterization. The described assays cover analysis of small metabolites involved in a vital metabolic pathways.
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  • 文章类型: Journal Article
    Ornithine decarboxylase (ODC) plays an important role in various biological processes; however, its role in plant secondary metabolism, especially in the biosynthesis of tropane alkaloids (TAs) such as pharmaceutical hyoscyamine, anisodamine, and scopolamine, remains largely unknown. In this study, we characterized the physiological and metabolic functions of the ODC gene of Atropa belladonna (AbODC) and determined its role in TA production using metabolic engineering approaches. Feeding assays with enzyme inhibitors indicated that ODC, rather than arginine decarboxylase (ADC), plays a major role in TA biosynthesis. Tissue-specific AbODC expression analysis and β-glucuronidase (GUS) staining assays showed that AbODC was highly expressed in secondary roots, especially in the cylinder tissue. Enzymatic assays indicated that AbODC was able to convert ornithine to putrescine, with the highest activity at pH 8.0 and 30 °C. Additionally, AbODC showed higher catalytic efficiency than other plant ODCs, as evident from the Km, Vmax, and Kcat values of AbODC using ornithine as the substrate. In A. belladonna root cultures, suppression of AbODC greatly reduced the production of putrescine, N-methylputrescine, and TAs, whereas overexpression of AbODC significantly increased the biosynthesis of putrescine, N-methylputrescine, hyoscyamine, and anisodamine. Moreover, transgenic A. belladonna plants overexpressing AbODC showed a significantly higher production of hyoscyamine and anisodamine compared with control plants. These findings indicate that AbODC plays a key role in TA biosynthesis and therefore is a valuable candidate for increasing TA production in A. belladonna.
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  • 文章类型: Journal Article
    深入研究豆菜发酵过程中的代谢组可以为优化发酵过程提供新的知识。在这项工作中,使用气相色谱和飞行时间质谱研究了整个毛霉豆角发酵过程中的代谢特征。共发现511个峰,并鉴定出114种代谢物。通过主成分分析和正交偏最小二乘判别分析,将发酵过程明确分为两个主要阶段。评分图中的所有样品均在95%HotellingT2椭圆内。在分数图中可以清楚地看到两个分开的簇,其代表发酵的两个阶段:制曲(48小时内)和后发酵(48小时后)。此外,在15天内的不同发酵时间中,两种方法都有明确的分离和区分,虽然超过15天的发酵无法发现歧视,表明豆粕的发酵在15天内完成。由于蛋白酶和水解酶在早期积累的协同作用,蛋白质和其他大分子物质迅速水解成大量的小分子成分。然而,随着进一步发酵,酶的活性降低,一些游离氨基酸在美拉德反应中被消耗。因此,发酵15天后,小分子物质含量无明显变化。此外,在整个过程中,参与发酵的某些代谢物如丙氨酸和赖氨酸的水平差异很大。本研究为豆粕发酵的代谢组学特征提供了新的见解。
    Intensive study of the metabolome during the Douchi fermentation can provide new knowledge for optimizing the fermentation process. In this work, the metabolic characterization throughout the fermentation of Mucor racemosus Douchi was investigated using gas chromatography with time-of-flight mass spectrometry. A total of 511 peaks were found, and 114 metabolites were identified. The fermentation process was clearly distinguished into two main phases by principal components analysis and orthogonal partial least squares-discriminant analysis. All the samples in the score plots were within the 95% Hotelling T 2 ellipse. Two separated clusters can be seen clearly in the score plot, which represents the two stages of fermentation: koji-making (within 48 hr) and postfermentation (after 48 hr). Besides, clear separation and discrimination by both methods were found among different fermentation time within 15 days, while the discrimination cannot be found with more than 15 days of fermentation, indicating that the fermentation of Douchi was finished in 15 days. Due to the synergistic effect of protease and hydrolase accumulated in the early stage, proteins and other big molecular substances are rapidly hydrolyzed into a large number of small molecule components. However, the activity of enzymes decreased with the further fermentation, and some free amino acids were consumed in Maillard reaction. Therefore, there was no significant change in the content of small molecular substances after 15 days of fermentation. Furthermore, the levels of some metabolites such as alanine and lysine involved in the fermentation varied significantly throughout the processes. This study provides new insights for the metabolomics characteristics of Douchi fermentation.
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