Plant metabolomics

  • 文章类型: Journal Article
    代谢组学是系统中所有代谢物的同时测定。尽管在该领域取得了重大进展,化合物鉴定仍然是一个挑战。感兴趣的化合物类别的先验知识可以改善代谢物鉴定。激素是一种小的信号分子,协调运作,指导发展的各个方面,在生命系统中的功能和繁殖,这也构成了环境污染物的挑战。激素在组织中的含量本来就很低,以多种形式储存,并迅速动员起来,以应对刺激,使它们难以衡量,识别和量化。
    对已知的激素进行了深入的文献综述,它们的前体,植物中的代谢物和缀合物生成数据库,并开发了一个RShiny应用程序,以实现基于网络的数据库搜索。在Retip中开发了伴随的液相色谱-质谱(LC-MS)方案,其具有保留时间预测。14个植物代谢组学研究的荟萃分析用于验证。
    我们开发了HormonomicsDB,一种工具,可用于查询非目标质谱(MS)数据集与数据库的200多种已知激素,它们的前体和代谢物。协议包括样品制备,分析,数据处理和激素注释,旨在最大程度地减少不稳定激素的降解。工厂系统使用模型来说明工作流程以及数据采集和解释。使用普通溶剂系统将分析条件标准化为30分钟的分析时间,以使具有MS基础知识的研究人员易于转移。合成生物转化的结合使得能够预测新的代谢物。
    HormonomicsDB适用于具有兼容色谱柱和缓冲系统的任何基于LC-MS的系统,能够在多种样品中表征已知的激素,和假说的产生,以揭示对激素信号网络的已知见解。
    UNASSIGNED: Metabolomics is the simultaneous determination of all metabolites in a system. Despite significant advances in the field, compound identification remains a challenge. Prior knowledge of the compound classes of interest can improve metabolite identification. Hormones are a small signaling molecules, which function in coordination to direct all aspects of development, function and reproduction in living systems and which also pose challenges as environmental contaminants. Hormones are inherently present at low levels in tissues, stored in many forms and mobilized rapidly in response to a stimulus making them difficult to measure, identify and quantify.
    UNASSIGNED: An in-depth literature review was performed for known hormones, their precursors, metabolites and conjugates in plants to generate the database and an RShiny App developed to enable web-based searches against the database. An accompanying liquid chromatography - mass spectrometry (LC-MS) protocol was developed with retention time prediction in Retip. A meta-analysis of 14 plant metabolomics studies was used for validation.
    UNASSIGNED: We developed HormonomicsDB, a tool which can be used to query an untargeted mass spectrometry (MS) dataset against a database of more than 200 known hormones, their precursors and metabolites. The protocol encompasses sample preparation, analysis, data processing and hormone annotation and is designed to minimize degradation of labile hormones. The plant system is used a model to illustrate the workflow and data acquisition and interpretation. Analytical conditions were standardized to a 30 min analysis time using a common solvent system to allow for easy transfer by a researcher with basic knowledge of MS. Incorporation of synthetic biotransformations enables prediction of novel metabolites.
    UNASSIGNED: HormonomicsDB is suitable for use on any LC-MS based system with compatible column and buffer system, enables the characterization of the known hormonome across a diversity of samples, and hypothesis generation to reveal knew insights into hormone signaling networks.
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  • 文章类型: Journal Article
    植物代谢物的存在和定位是生理过程的指示,例如,在生物和非生物胁迫条件下。Further,植物部分的化学成分与它们作为食品或药用的质量有关。质谱成像(MSI)已成为一种流行的分析技术,用于探索和可视化组织内植物分子的空间分布。这篇综述概述了用于绘制和鉴定植物组织中代谢物的质谱方法。我们介绍了真空和环境电离方法的优点和缺点,考虑直接和间接方法。最后,我们讨论了当前在注释和识别分子方面的局限性以及未来研究的观点。
    The presence and localization of plant metabolites are indicative of physiological processes, e.g., under biotic and abiotic stress conditions. Further, the chemical composition of plant parts is related to their quality as food or for medicinal applications. Mass spectrometry imaging (MSI) has become a popular analytical technique for exploring and visualizing the spatial distribution of plant molecules within a tissue. This review provides a summary of mass spectrometry methods used for mapping and identifying metabolites in plant tissues. We present the benefits and the disadvantages of both vacuum and ambient ionization methods, considering direct and indirect approaches. Finally, we discuss the current limitations in annotating and identifying molecules and perspectives for future investigations.
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  • 文章类型: Journal Article
    罗勒(OcimumbasilicumL.)的室内生产受光谱影响,光合光子通量密度(PPFD),和光周期。为了研究不同光照对生长的影响,叶绿素含量,和次生代谢,在不同的光照条件下,在微观世界装置中将罗勒植物从幼苗生长为完全扩展的植物:(a)在16/8h光/暗条件下250和380μmol·m-2·s-1的白光和(b)在16/8和24/0h光/暗条件下380μmol·m-2·s-1的白光。与250μmol·m-2·s-1相比,在380μmol·m-2·s-1下记录到更高的产量(新鲜和干燥的生物质260.6±11.3g与144.9±14.6g和34.1±2.6gvs.13.2±1.4g,分别),但不是在更长的光周期下。没有记录到株高和叶绿素含量指数的差异,无论PPFD水平和光周期长度。在不同的光照处理下检测到几乎相同的挥发性有机化合物(VOCs),属于萜烯,醛类,酒精,酯类,和酮。芳樟醇,桉树脑,无论光照条件如何,丁香酚都是主要的挥发性有机化合物。多变量数据分析显示根尖和中叶中的非挥发性代谢物急剧分离,但这与不同的PPFD水平无关.在250μmol·m-2·s-1和380μmol·m-2·s-1下生长的植物中检测到较高水平的倍半萜和单萜。还强调了基于光周期长度和较长光周期下VOC过表达的非挥发性代谢物的低分离。
    Indoor production of basil (Ocimum basilicum L.) is influenced by light spectrum, photosynthetic photon flux density (PPFD), and the photoperiod. To investigate the effects of different lighting on growth, chlorophyll content, and secondary metabolism, basil plants were grown from seedlings to fully expanded plants in microcosm devices under different light conditions: (a) white light at 250 and 380 μmol·m-2·s-1 under 16/8 h light/dark and (b) white light at 380 μmol·m-2·s-1 under 16/8 and 24/0 h light/dark. A higher yield was recorded under 380 μmol·m-2·s-1 compared to 250 μmol·m-2·s-1 (fresh and dry biomasses 260.6 ± 11.3 g vs. 144.9 ± 14.6 g and 34.1 ± 2.6 g vs. 13.2 ± 1.4 g, respectively), but not under longer photoperiods. No differences in plant height and chlorophyll content index were recorded, regardless of the PPFD level and photoperiod length. Almost the same volatile organic compounds (VOCs) were detected under the different lighting treatments, belonging to terpenes, aldehydes, alcohols, esters, and ketones. Linalool, eucalyptol, and eugenol were the main VOCs regardless of the lighting conditions. The multivariate data analysis showed a sharp separation of non-volatile metabolites in apical and middle leaves, but this was not related to different PPFD levels. Higher levels of sesquiterpenes and monoterpenes were detected in plants grown under 250 μmol·m-2·s-1 and 380 μmol·m-2·s-1, respectively. A low separation of non-volatile metabolites based on the photoperiod length and VOC overexpression under longer photoperiods were also highlighted.
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  • 文章类型: Journal Article
    已观察到醋处理的香附(VCR)治疗原发性痛经(PD)的功效增强。然而,协同作用的活性成分和潜在机制尚不清楚.这项研究的目的是开发一种结合仿生技术的方法,植物代谢组学和网络药理学,以发现VCR对PD的增强治疗效果的活性成分和潜在机制。食醋加工改变了圆蜡树的风味,导致其属性的变化。醋的酸性性质增强了药物对肝脏的选择性,从而提高其舒缓肝脏的能力,理气,缓解疼痛。通过气相色谱-质谱联用和多元统计分析,已筛选并鉴定了原始圆弧菌和VCR之间的30个关键差异成分。这些差异成分主要通过调节目标如白细胞介素-6,TNF,TP53和PTGS2,以及包括雌激素信号通路在内的通路,卵巢类固醇生成,TNF信号通路和HIF-1信号通路。本研究结果为VCR在复方制剂中的应用及临床应用提供了参考。此外,本研究采用的方法为其他中药的加工提供了研究见解。
    The enhanced efficacy of vinegar-processed Cyperus rotundus (VCR) in treating primary dysmenorrhea (PD) has been observed. However, the active components and potential mechanisms of synergy are still unclear. The objective of this study was to develop a method that combines bionic technology, plant metabolomics and network pharmacology to discover the active components and potential mechanisms underlying the enhanced therapeutic effects of VCR for PD. Vinegar processing alters the flavor of C. rotundus, leading to changes in its properties. The acidic nature of vinegar enhances the selectivity of the medicine toward the liver, thereby improving its ability to soothe the liver, regulate qi and provide pain relief. Through gas chromatography-mass spectrometry and multivariate statistical analysis, 30 key differential components between raw C. rotundus and VCR have been screened and identified. These differential components primarily exert their therapeutic effects in treating PD by modulating targets such as interleukin-6, TNF, TP53 and PTGS2, as well as pathways including the estrogen signaling pathway, ovarian steroidogenesis, the TNF signaling pathway and the HIF-1 signaling pathway. The findings of this study serve as a reference for the application of VCR in compound formulas and clinic practiceal. Furthermore, the methodology employed in this study provides research insights for the processing of other Chinese medicines.
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  • 文章类型: Journal Article
    质谱成像(MSI)由于其能够表征复杂的化学,空间,和植物代谢的时间方面。在过去的十年里,随着各种MSI技术的新兴和独特特征继续支持与植物功能和生理学各个方面密切相关的植物代谢研究的新发现,基于MSI技术的空间代谢组学将其定位在植物代谢研究的前沿,提供了比以前高得多的分辨率的机会。尽管做出了这些努力,空间分辨率水平的深刻挑战,灵敏度,定量能力,化学信心异构体辨别,和空间多组学整合,毫无疑问,仍然存在。从这个角度来看,我们提供了在植物科学中广泛使用的紧急MSI技术的当代概述,特别强调方法突破的最新进展。在确定了MSI的详细背景之后,我们概述了目前植物代谢组学面临的黄金机遇和关键挑战,提出了我们的愿景,即MSI技术的巨大潜力将如何在未来几年为植物科学的进步做出贡献。
    Mass spectrometry imaging (MSI) has become increasingly popular in plant science due to its ability to characterize complex chemical, spatial, and temporal aspects of plant metabolism. Over the past decade, as the emerging and unique features of various MSI techniques have continued to support new discoveries in studies of plant metabolism closely associated with various aspects of plant function and physiology, spatial metabolomics based on MSI techniques has positioned it at the forefront of plant metabolic studies, providing the opportunity for far higher resolution than was previously available. Despite these efforts, profound challenges at the levels of spatial resolution, sensitivity, quantitative ability, chemical confidence, isomer discrimination, and spatial multi-omics integration, undoubtedly remain. In this Perspective, we provide a contemporary overview of the emergent MSI techniques widely used in the plant sciences, with particular emphasis on recent advances in methodological breakthroughs. Having established the detailed context of MSI, we outline both the golden opportunities and key challenges currently facing plant metabolomics, presenting our vision as to how the enormous potential of MSI technologies will contribute to progress in plant science in the coming years.
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  • 文章类型: Journal Article
    假球藻(PCsP),一种传统的中药,被称为山-慈古”,具有清除热量的特性,抵消毒性,祛痰,解决群众。作为一个多基地的中医,鳞茎PleioneBulbocodies(PB)的干燥假鳞茎,云南菜(PY)和阑尾虫(CA)被认为是PCsP的官方来源。此外,市场上也有几种非官方替代品。为了加强PCsP的质量控制,提出了一种基于Q标记的集成策略。最初,整合植物代谢组学的研究,目标隔离,结构识别,活性测试提供了五个Q标记,包括三个新化合物。此外,建立了基于Q标记的单一标准测定多成分(SSDMC)的质量评价方法,这可以有效区分PB与CA和假冒草药。最后,通过含PCsP的代表性中药复方探讨了Q标记的传递性。结果表明,所鉴定的Q标记和建立的分析方法可以有效地用于PCsP及其制剂的质量控制。
    Pseudobulbus Cremastrae seu Pleiones (PCsP), a traditional Chinese medicine known as ‶Shan-Ci-Gu″, possesses properties for clearing heat, counteracting toxicity, dissipating phlegm, and resolving masses. As a TCM with multiple bases, the dried pseudobulbs of Pleione bulbocodioides (PB), Pleione yunnanensis (PY) and Cremastra appendiculata (CA) are considered to be the official sources of PCsP. Additionally, several unofficial substitutes are also available in the market. To enhance the quality control of PCsP, an integrated strategy based on Q-marker was proposed. Initially, a study of integrating plant metabolomics, target isolation, structure identification, and activity testing afforded five Q-markers, including three new compounds. Furthermore, a quality evaluation method using a single standard to determine multi-components (SSDMC) based on Q-marker was established, which could effectively distinguish PB from CA and the counterfeit herbs. Finally, the transitivity of Q-markers was explored through a representative Chinese compound prescription containing PCsP. The results indicated that the identified Q-markers together with the established analysis methods could be effectively applied for quality control of PCsP and its preparations.
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  • 文章类型: Journal Article
    胁迫可以影响不同群体的植物代谢产物和多个信号通路。非靶向代谢组学使得能够收集在该时间点存在于植物组织中的全部代谢物含量的全光谱数据。我们为大规模,植物组织的非靶向代谢组学使用反相液相色谱连接到稀甲醇提取物的高分辨率质谱(LC-MS)。MZmine是一款专门的计算机软件,可自动对所有样品中的所有衍生质量峰进行对齐和基线修改,从而产生关于数千种质量信号所反映的数百种代谢物相对丰度的精确信息。使用统计和生物信息学技术进行进一步处理将为样本组之间的变化和联系提供全面的视角。
    Stress can affect different groups of plant metabolites and multiple signaling pathways. Untargeted metabolomics enables the collection of whole-spectrum data for the entire metabolite content present in plant tissues at that point in time. We present a thorough approach for large-scale, untargeted metabolomics of plant tissues using reverse-phase liquid chromatography connected to high-resolution mass spectrometry (LC-MS) of dilute methanolic extract. MZmine is a specialized computer software that automates the alignment and baseline modification of all derived mass peaks across all samples, resulting in precise information on the relative abundance of hundreds of metabolites reflected by thousands of mass signals. Further processing with statistic and bioinformatic techniques will provide a comprehensive perspective of the variations and connections among groups of samples.
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  • 文章类型: Journal Article
    柴胡的干燥根。stenophyllum(H.Wolff)R.H.Shan&Y.Li(BM),已在贵州省用作柴胡,并被列入2003年版《贵州省中药材和民族本草质量标准》,有效分散肝脏和缓解抑郁症,通常以生或醋加工产品(VBM)的形式使用。然而,BM潜在的抑郁缓解成分尚不清楚。这项研究的目的是确定BM的潜在抗抑郁成分,并研究食醋加工对这些成分的影响。研究了BM和VBM在抑郁小鼠和BV2细胞中的抗抑郁作用及其机制。分别。通过血清药物化学筛选药效学成分,结合了BM和VBM的代谢组学分析结果,高效液相色谱(HPLC)含量测定,并验证SSb2差异成分的抗抑郁作用及机理,阐明食醋加工的内涵。我们的结果表明,BM可以通过抑制小胶质细胞极化发挥显着的抗抑郁作用,并且在醋处理后这种作用得到增强。在BM中确定了38个组件,其中13个是血液可吸收的,主要是皂苷,并定义为BM的潜在抗抑郁成分。处理后,其中17种成分-6被吸收到血液中的含量发生了很大变化。最终确定食醋加工可以通过增加SSb1和SSb2的含量来增强BM的抗抑郁作用。SSb2通过与BM相同的机制发挥这种作用。总之,在这项研究中,我们阐明了BM的抗抑郁作用和潜在的活性成分,并研究了醋加工的机理。这些发现为进一步研究BM的抗抑郁作用以及BM民族医学资源的全面开发和应用奠定了基础。
    The dried root of Bupleurum marginatum var. stenophyllum (H. Wolff) R.H. Shan & Y. Li (BM), which has been used as a Bupleuri radix in Guizhou Province and is listed in the 2003 edition of the Guizhou Quality Standard for Traditional Chinese Medicines and Ethnic Materia Medica, is effective at dispersing the liver and relieving depression and often used in the form of raw or vinegar-processed product (VBM). However, the potential depression-relieving components of BM are unclear. The aim of this study was to determine the potential antidepressant constituents of BM and investigate the effect of vinegar processing on these components. The antidepressant effect and mechanism of BM and VBM were investigated in depressed mice and BV2 cells, respectively. The pharmacodynamic constituents were screened through serum pharmacochemistry, which combined the results of metabolomics analysis of BM and VBM, high-performance liquid chromatography (HPLC) content determination, and verification of the antidepressant effect and mechanism of differential components of SSb2 to clarify the connotation of vinegar processing. Our results demonstrated that BM can exert a significant antidepressant effect by inhibiting microglia polarization and that this effect was enhanced after vinegar processing. Thirty-eight components were identified in the BM, 13 of which were blood-absorbable, mainly saponins, and defined as potential antidepressant components of the BM. The contents of 17 components-6 of which were absorbed into the blood-changed considerably after processing. It was finally determined that vinegar processing can enhance the antidepressant effect of BM by increasing the contents of SSb1 and SSb2. SSb2 exerts this effect via the samemechanism as BM. In conclusion, in this study we clarified the antidepressant effects and potential active components of BM and examined the mechanism of vinegar processing. These findings lay a foundation for the future research on the antidepressant effects of BM as well as for the complete development and application of BM\'s ethnomedicinal resources.
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  • 文章类型: Journal Article
    药用植物代谢组学已成为天然产物化学家的金矿。它提供了一系列生物活性植物成分,从而加速了新发现并阐明了各种生物合成途径。Further,它也作为草药的科学验证和质量保证的创新工具。这篇综述重点介绍了代谢组学实践中采用的不同策略和分析技术。Further,它还讨论了代谢组学在天然产物化学领域的其他应用和优势。还回顾了将代谢组学与某些印度药用植物的多变量数据分析技术集成的其他示例。基于质谱的连字符技术的最新技术进展,核磁共振技术,并对植物代谢产物剖面研究的综合连字技术进行了综述。质谱成像(MSI)已被认为是一种非常有前途的方法,用于对植物代谢产物进行高精度的原位时空监测。最后,我们通过引入GNPS(全球自然产品社会分子网络)作为一个新兴的平台,使相关分子的社会网络,探索数据并注释更多的代谢物,并将网络扩展到可以验证的新型“预测性”代谢物。
    Medicinal plant metabolomics has emerged as a goldmine for the natural product chemists. It provides a pool of bioactive phytoconstituents leading to accelerated novel discoveries and the elucidation of a variety of biosynthetic pathways. Further, it also acts as an innovative tool for herbal medicine\'s scientific validation and quality assurance. This review highlights different strategies and analytical techniques employed in the practice of metabolomics. Further, it also discusses several other applications and advantages of metabolomics in the area of natural product chemistry. Additional examples of integrating metabolomics with multivariate data analysis techniques for some Indian medicinal plants are also reviewed. Recent technical advances in mass spectrometry-based hyphenated techniques, nuclear magnetic resonance-based techniques, and comprehensive hyphenated technologies for phytometabolite profiling studies have also been reviewed. Mass Spectral Imaging (MSI) has been presented as a highly promising method for high precision in situ spatiotemporal monitoring of phytometabolites. We conclude by introducing GNPS (Global Natural Products Social Molecular Networking) as an emerging platform to make social networks of related molecules, to explore data and to annotate more metabolites, and expand the networks to novel \"predictive\" metabolites that can be validated.
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  • 文章类型: Journal Article
    植物特化代谢产物在植物进化过程中具有极大的多样性,它们被认为是植物与环境之间复杂相互作用的关键角色。这些代谢物的化学多样性在农业和作物改良中得到了广泛的探索和利用,食品工业,和药物开发,在其他领域。然而,植物代谢组的巨大使其探索具有挑战性。在这里,我们描述了一种探索植物专门代谢物的协议,该协议结合了高分辨率质谱和计算代谢组学策略,包括分子网络,结构基序的识别,以及化学结构和代谢物类别的预测。
    Plant specialized metabolites have diversified vastly over the course of plant evolution, and they are considered key players in complex interactions between plants and their environment. The chemical diversity of these metabolites has been widely explored and utilized in agriculture and crop enhancement, the food industry, and drug development, among other areas. However, the immensity of the plant metabolome can make its exploration challenging. Here we describe a protocol for exploring plant specialized metabolites that combines high-resolution mass spectrometry and computational metabolomics strategies, including molecular networking, identification of structural motifs, as well as prediction of chemical structures and metabolite classes.
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