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Separation of isobaric phosphorothioate oligonucleotides in capillary electrophoresis: study of the influence of cationic cyclodextrins on chemo and stereoselectivity 在毛细管电泳中分离等位硫代磷酸酯寡核苷酸:阳离子环糊精对化学和立体选择性影响的研究
Pub Date : 2024-06-13 DOI: 10.3389/frans.2024.1421463
Maryam K. Ghassemi, V. Hurlet, J. Crommen, A. Servais, Marianne Fillet
Phosphorothioate (PS) oligonucleotides have drawn more and more attention lately due to their great therapeutic potential. The presence of one (or several) phosphorothioate moiety (ies) improves pharmacokinetic properties but at the same time creates an additional chiral center for each phosphorothioate linkage, and thus diastereomers. It is therefore important to develop analytical strategies to monitor individual species to enable more in-depth investigations. In this study, a PVA coated capillary with a background electrolyte made of 100 mM phosphoric acid adjusted to pH 3.0 with triethanolamine was used. A design of experimental approach provides the optimal conditions for the separation of the eight isobaric diastereomers bearing one phosphorothioate linkage (Mix 1), and the separation of the 12 isobaric diastereomers of a mixture made of oligonucleotides with two phosphorothioate linkages (Mix 2). Remarkably, full separation in Mix 1 could be achieved using a combination of a cationic cyclodextrin (2-hydroxy-3-N,N,N-trimethylamino) propyl-γ-CD chloride, and an anionic cyclodextrin (carboxymethyl-β-cyclodextrin sodium salt), while a second cationic cyclodextrin (2-hydroxy-3-N,N,N-trimethylamino) propyl-β-CD chloride) was required for Mix 2, providing additional selectivity.
硫代磷酸酯(PS)寡核苷酸因其巨大的治疗潜力而受到越来越多的关注。一个(或多个)硫代磷酸酯分子的存在改善了药物动力学特性,但同时也为每个硫代磷酸酯连接产生了一个额外的手性中心,从而产生了非对映异构体。因此,开发监测单个物种的分析策略以进行更深入的研究非常重要。本研究使用了 PVA 涂层毛细管,背景电解质由 100 mM 磷酸和三乙醇胺调节至 pH 3.0。实验设计方法为分离带有一个硫代磷酸酯连接的 8 个非对映异构体(混合 1)和分离由带有两个硫代磷酸酯连接的寡核苷酸组成的混合物(混合 2)中的 12 个非对映异构体提供了最佳条件。值得注意的是,使用阳离子环糊精(2-羟基-3-N,N,N-三甲基氨基丙基-γ-CD 氯化物)和阴离子环糊精(羧甲基-β-环糊精钠盐)的组合可以实现混合物 1 的完全分离,而混合物 2 则需要使用第二种阳离子环糊精(2-羟基-3-N,N,N-三甲基氨基丙基-β-CD 氯化物),以提供额外的选择性。
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引用次数: 0
Simultaneous determination of small molecules and proteins in wastewater-based epidemiology 同时测定废水流行病学中的小分子和蛋白质
Pub Date : 2024-06-12 DOI: 10.3389/frans.2024.1367448
Yolanda Picó, A. Ginebreda, M. Carrascal, Joaquín Abián, Damià Barceló
Wastewater-based epidemiology (WBE) aims to understand a population’s consumption habits, exposure to chemicals, and the prevalence of specific diseases or pathogens. This is achieved by the chemical or biological/genomic determination of biomarkers (e.g., excreted metabolic products), which are in urban wastewater generated by that population. WBE has been mostly linked to the determination of small molecules of human origin using liquid-chromatography mass spectrometry (LC-MS). In this Perspective, we provide a state-of-the-art and critical evaluation of further developments in the information achieved by determining small molecules as well as the most promising analytical techniques to enlarge the information obtained. By simultaneously monitoring small and large molecules we can comprehensively trace the population’s health by their consumption of prescribed pharmaceuticals and illegal drugs, as well as by the amount of excreted macromolecule biomarkers such as peptides and proteins. Moreover, species-specific protein sequences allow us to monitor animal populations reflecting farming and slaughterhouse activities (poultry, pigs…) or pest occurrences (rats). To this end, the capability of proteomic studies using high-resolution tandem mass spectrometry is highlighted and compared in the context of other advances in the broader field of high-resolution mass spectrometry (HRMS).
基于废水的流行病学(WBE)旨在了解人口的消费习惯、接触化学品的情况以及特定疾病或病原体的流行情况。其方法是对该人群产生的城市污水中的生物标志物(如排泄的代谢产物)进行化学或生物/基因组测定。水生生物标志物大多与使用液相色谱质谱法(LC-MS)测定人体来源的小分子有关。在本《视角》中,我们对通过测定小分子获得的信息的进一步发展以及扩大所获信息的最有前途的分析技术进行了最先进的批判性评估。通过同时监测小分子和大分子,我们可以根据人们服用处方药和违禁药物的情况,以及排泄的大分子生物标志物(如肽和蛋白质)的数量,全面追踪人们的健康状况。此外,物种特异性蛋白质序列使我们能够监测反映养殖和屠宰场活动(家禽、猪......)或虫害发生(老鼠)的动物种群。为此,我们重点介绍了利用高分辨率串联质谱进行蛋白质组研究的能力,并结合高分辨率质谱(HRMS)这一更广泛领域的其他进展进行了比较。
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引用次数: 0
A retrospective view on non-linear methods in chemometrics, and future directions 化学计量学非线性方法回顾及未来方向
Pub Date : 2024-05-24 DOI: 10.3389/frans.2024.1393222
Frank Westad, G. R. Flåten
This perspective article reviews how the chemometrics community approached non-linear methods in the early years. In addition to the basic chemometric methods, some methods that fall under the term “machine learning” are also mentioned. Thereafter, types of non-linearity are briefly presented, followed by discussions on important aspects of modeling related to non-linear data. Lastly, a simulated data set with non-linear properties is analyzed for quantitative prediction and batch monitoring. The conclusion is that the latent variable methods to a large extent handle non-linearities by adding more linear combinations of the original variables. Nevertheless, with strong non-linearities between the X and Y space, non-linear methods such as Support Vector Machines might improve prediction performance at the cost of interpretability into both the sample and variable space. Applying multiple local models can improve performance compared to a single global model, of both linear and non-linear nature. When non-linear methods are applied, the need for conservative model validation is even more important. Another approach is pre-processing of the data which can make the data more linear before the actual modeling and prediction phase.
这篇视角文章回顾了早年化学计量学界是如何处理非线性方法的。除了基本的化学计量学方法外,还提到了一些属于 "机器学习 "范畴的方法。随后,简要介绍了非线性的类型,并讨论了与非线性数据相关的建模的重要方面。最后,分析了具有非线性特性的模拟数据集,以进行定量预测和批量监控。结论是,潜变量方法在很大程度上是通过增加原始变量的线性组合来处理非线性问题的。然而,如果 X 和 Y 空间之间存在很强的非线性,支持向量机等非线性方法可能会提高预测性能,但代价是样本和变量空间的可解释性。与单一的全局模型相比,应用多个局部模型(包括线性和非线性模型)可以提高性能。当采用非线性方法时,保守的模型验证就显得更加重要。另一种方法是在实际建模和预测阶段之前对数据进行预处理,使数据更加线性。
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引用次数: 0
A Bayesian approach for constituent estimation in nucleic acid mixture models 核酸混合物模型中成分估计的贝叶斯方法
Pub Date : 2024-01-08 DOI: 10.3389/frans.2023.1301602
Taichi Tomono, Satoshi Hara, Yusuke Nakai, Kazuma Takahara, Junko Iida, Takashi Washio
Mass spectrometry (MS) is a powerful analytical method used for various purposes such as drug development, quality assurance, food inspection, and monitoring of pollutants in the environment. In recent years, with the active development of antibodies and nucleic acid-based drugs, impurities with various modifications are produced. These can lead to a decrease in drug stability, pharmacokinetics, and efficacy, making it crucial to differentiate these impurities. Previously, attempts have been made to estimate the monoisotopic mass and ion amounts in the spectrum generated by electrospray ionization (ESI). However, conventional methods could not explicitly estimate the number of constituents, and discrete state evaluations, such as the probability that the number of constituents is k or k+1, were not possible. We propose a method where, for each possible number of constituents in the sample, mass spectrometry is modeled using parameters like monoisotopic mass and ion counts. Using Simulated Annealing, NUTS, and stochastic variational inference, we determine the parameters for each constituent number model and the maximum posterior probability. Finally, by comparing the maximum posterior probabilities between models, we select the optimal number of constituents and estimate the monoisotopic mass and ion counts under that scenario.
质谱(MS)是一种功能强大的分析方法,可用于药物开发、质量保证、食品检验和环境污染物监测等多种用途。近年来,随着抗体和核酸类药物的积极开发,产生了各种修饰的杂质。这些杂质会导致药物稳定性、药代动力学和药效降低,因此区分这些杂质至关重要。以前,人们曾尝试估算电喷雾离子化(ESI)产生的光谱中的单异位质量和离子数量。但是,传统方法无法明确估计成分的数量,也无法进行离散状态评估,例如成分数量为 k 或 k+1 的概率。我们提出了一种方法,即针对样品中每种可能的成分数量,使用单异位质量和离子计数等参数建立质谱模型。利用模拟退火、NUTS 和随机变异推理,我们确定了每个成分数模型的参数和最大后验概率。最后,通过比较不同模型的最大后验概率,我们选择了最佳成分数,并估算了该方案下的单异位质量和离子计数。
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引用次数: 0
Editorial: Plant-microbe omics 社论:植物微生物组学
Pub Date : 2023-11-07 DOI: 10.3389/frans.2023.1278170
Kim K. Hixson, Amit Dhingra, F. Dini‐Andreote, M. Doktycz, T. Tschaplinski, L. Paša-Tolić
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引用次数: 0
Editorial: Perspectives in omics 2022 社论:2022 年奥米克斯展望
Pub Date : 2023-10-13 DOI: 10.3389/frans.2023.1306435
Sophie Ayciriex
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引用次数: 0
Maximizing analytical precision: exploring the advantages of ratiometric strategy in fluorescence, Raman, electrochemical, and mass spectrometry detection 最大限度地提高分析精度:探索荧光,拉曼,电化学和质谱检测的比例策略的优势
Pub Date : 2023-09-25 DOI: 10.3389/frans.2023.1258558
Manivannan Madhu, S. Santhoshkumar, Wei-Bin Tseng, Wei-Lung Tseng
Ratiometric strategy are an invaluable method that helps to detect and quantify analytes. This approach relies on measuring changes in the ratio of two or more signals to improve the accuracy and sensitivity of the results. Ratiometric strategies are widely used in a variety of fields including biomedical, environmental monitoring and food safety. It is particularly popular when traditional single-signal based detection methods are not feasible, especially when interfering substances severely affect the detection. In addition, ratiometric methods have the potential to improve the accuracy and reliability of analyte detection, leading to better results in a variety of complex environments. The article provides a comprehensive review of ratiometric strategy, focusing on ratiometric fluorescent nanoprobes for the visual detection of analytes. This paper also discusses the design of ratiometric two-photon fluorescent probes for biomedical imaging, the synthesis of ratiometric surface-enhanced Raman scattering nanoprobes for the imaging of intracellular analytes, the development of ratiometric molecularly imprinted electrochemical sensors for detection of electroactive species, and the use of isotopically-labeled internal standards in matrix-assisted laser desorption/ionization for ratiometric analysis. The article not only discusses each technique in detail, including its principles, advantages, potential applications, and limitations, but also highlights recent advances in each method and possible future directions.
比率策略是一种宝贵的方法,有助于检测和量化分析。这种方法依靠测量两个或多个信号之比的变化来提高结果的准确性和灵敏度。比率计量策略广泛应用于生物医学、环境监测和食品安全等领域。在传统的基于单信号的检测方法不可行的情况下,特别是在干扰物质严重影响检测的情况下,它尤其受到欢迎。此外,比率法有可能提高分析物检测的准确性和可靠性,在各种复杂环境中获得更好的结果。本文提供了一个全面的回顾比率策略,重点是比率荧光纳米探针的视觉检测分析。本文还讨论了用于生物医学成像的比例双光子荧光探针的设计,用于细胞内分析物成像的比例表面增强拉曼散射纳米探针的合成,用于检测电活性物质的比例分子印迹电化学传感器的开发,以及在基质辅助激光解吸/电离中使用同位素标记的内标进行比例分析。本文不仅详细讨论了每种技术,包括其原理、优点、潜在应用和局限性,而且还强调了每种方法的最新进展和可能的未来方向。
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引用次数: 0
Metatranscriptomic analysis of tomato rhizospheres reveals insight into plant-microbiome molecular response to biochar-amended organic soil 番茄根际的超转录组学分析揭示了植物微生物组对生物炭改性有机土壤的分子响应
Pub Date : 2023-08-29 DOI: 10.3389/frans.2023.1205583
Seanna L. Hewitt, R. Ghogare, William Troxel, Elvir Tenic, Daylen Isaac, A. Dhingra
We characterized the effects of crop residue derived biochar on tomato growth, soil microbial diversity, and rhizosphere-level gene expression responses in an organic production system. Shoot fresh biomass and fruit yield were assessed at the end of the growing cycle. The corresponding transcriptomic response of the roots, the soil microbial community profiles, and the active transcripts within the communities were quantified using a metatranscriptomic approach at four different developmental stages of the plant. Biochar treatment did not impact shoot biomass or fruit production; however, metatranscriptome analysis revealed that the gene expression activity of the tomato rhizosphere changes over time in response to the biochar treatment, with a number of bacteria with known benefits to soil health and plant growth displaying increased gene expression (e.g., Rhizobiaceae, Pseudomonadaceae, Micromonosporaceae, Sphingomonadaceae). Streptomycetaceae were expressed at the highest levels in the rhizosphere. Biochar seemed to attenuate the expression of this bacteria by the end of the time course, possibly due to the rise in competition for resources driven by the increased activity of other beneficial microbes. Notably, pathogenic fungi in the soil displayed generally reduced expression in the biochar-amended rhizosphere in comparison with the control. In addition to the assessment of the rhizosphere microbiome, transcriptome analysis and gene ontology analysis of tomato roots revealed functional enrichment of genes associated with nitrogen metabolic processes, regulation of metabolic processes, and production of organic compounds in the biochar treated rhizosphere. Together, these results suggest that biochar amendment enhances gene expression of beneficial soil microbes, and also impacts gene expression in the plant roots, which may in turn lead to improvements in soil and plant health. The results of this study provide foundations and a methodology for using metatranscriptomic approaches to investigate the impacts of biochar or other soil amendments in different crops, varying soil types, and with greater experimental complexity. The findings of such investigations will inform the development of biochar-based soil amendment strategies to enhance soil fertility and crop health in a wide range of production systems.
我们表征了作物残渣衍生的生物炭对有机生产系统中番茄生长、土壤微生物多样性和根际水平基因表达反应的影响。在生长周期结束时,对枝条新鲜生物量和果实产量进行评估。在植物的四个不同发育阶段,使用元转录组学方法量化了根的相应转录组反应、土壤微生物群落概况和群落内的活性转录物。生物炭处理不影响地上部生物量或果实产量;然而,元转录组分析显示,番茄根际的基因表达活性随着时间的推移而变化,对土壤健康和植物生长具有已知益处的许多细菌表现出增加的基因表达(例如,根瘤菌科、假单胞菌科、小单孢菌科、鞘氨醇菌科)。链霉菌科在根际表达水平最高。随着时间的推移,生物炭似乎会减弱这种细菌的表达,这可能是由于其他有益微生物活性的增加导致了对资源的竞争加剧。值得注意的是,与对照相比,土壤中的病原真菌在生物炭改良的根际中的表达普遍降低。除了对根际微生物组的评估外,番茄根的转录组分析和基因本体论分析还揭示了与氮代谢过程相关的基因的功能富集、代谢过程的调节以及生物炭处理根际有机化合物的产生。总之,这些结果表明,生物炭改良剂增强了有益土壤微生物的基因表达,也影响了植物根部的基因表达。这反过来可能会改善土壤和植物的健康。这项研究的结果为使用元转录组方法研究生物炭或其他土壤改良剂对不同作物、不同土壤类型和更大实验复杂性的影响提供了基础和方法。这些调查的结果将为制定基于生物炭的土壤改良策略提供信息,以提高土壤肥力和作物健康,从而在广泛的生产系统中实现这一目标。
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引用次数: 1
A method for validating a non-hazardous canine training aid 一种验证无害犬类训练辅助器材的方法
Pub Date : 2023-08-17 DOI: 10.3389/frans.2023.1208709
A. Simon, Lucia Lazarowski, Sarah Krichbaum, Melissa Singletary, C. Angle, Paul Waggoner, Kelly Van Arsdale, Jason Barrow
Detection dogs are trained to locate a variety of substances to provide security and protection for the public and the environment, but access to substances for training is often limited. Various training aids have been created to deliver target odors as safer or more accessible alternatives to using the actual substance material, many of which are commercially available. However, the methods used to create and validate the effectiveness of these training aids are rarely reported or available to consumers, leading to uncertainty regarding their use. There has been a recent drive in the detection canine community to create standards by which to measure the manufacture and utility of canine training aids, but little progress has been made in determining how a reliable canine training aid should be developed and which analytical measurements should be utilized. While the interest in and need for an independently evaluated training aid is clear, developers typically do not release the necessary information, whether for proprietary or other reasons. Transparent analysis and procedures would allow for direct examination of training aids using objective measures, which in turn would allow canine teams to select the best tool to achieve their mission. To this end, the current manuscript provides a stepwise method for the development and validation of a novel canine training aid, using triacetone triperoxide as an example target. This method can be applied to the creation of training aids of many different target odors, such as explosives, narcotics, chemical warfare agents, or biological diseases and viruses.
侦查犬被训练来定位各种物质,为公众和环境提供安全和保护,但获得训练物质的途径通常是有限的。各种各样的培训辅助工具已经被创造出来,以提供目标气味,作为使用实际物质材料的更安全或更容易获得的替代品,其中许多都是市售的。然而,用于创建和验证这些培训辅助工具有效性的方法很少被报道或提供给消费者,导致其使用的不确定性。最近,在侦察犬界有一股动力,要制定标准来衡量犬类训练辅助工具的制造和效用,但在确定如何开发可靠的犬类训练辅助工具以及应该使用哪些分析测量方法方面,进展甚微。虽然对独立评估培训援助的兴趣和需求是明确的,但开发人员通常不会发布必要的信息,无论是出于专有原因还是其他原因。透明的分析和程序将允许使用客观措施直接检查训练辅助工具,从而使犬队能够选择最佳工具来完成任务。为此,目前的手稿提供了一种逐步开发和验证新型犬训练辅助的方法,使用三过氧化三丙酮作为示例目标。这种方法可以应用于许多不同目标气味的训练辅助工具的创建,例如爆炸物、麻醉品、化学战剂或生物疾病和病毒。
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引用次数: 0
Editorial: Emerging structural proteomics methodologies 社论:新兴的结构蛋白质组学方法
Pub Date : 2023-08-17 DOI: 10.3389/frans.2023.1259466
Mowei Zhou, Nicholas B Borotto, Huilin Li, T. Pukala, Ian K. Webb
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引用次数: 0
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