Chromatography, Gas

色谱,气体
  • 文章类型: Journal Article
    由于与气候变化相关,测量生态系统中的温室气体(GHG)通量和池在生态学研究中变得越来越普遍。有了它,对适用于测量研究小组内不同池和通量的分析平台的需求也在增长。本研究旨在开发一种使用便携式光学光谱气体分析仪的程序,最初设计和销售用于气体通量测量,测量水性样品中的温室气体浓度。该方案涉及传统的顶部空间平衡技术,然后将顶部空间气体子样品注入通过闭合回路连接到气体分析仪的入口和出口端口的腔室中。该室由通用的梅森罐子和简单的实验室用品制成,它是可能需要预注射稀释样品的理想解决方案。使用腔室测量的甲烷浓度与通过来自相同小瓶的子样品上的气相色谱-火焰离子化检测(GC-FID)单独确定的浓度紧密相关(r2>0.98)。该程序特别适用于色谱设备和用品不容易获得的偏远地区的现场研究,提供一个实用的,更便宜,更有效的解决方案,用于测量水生系统中甲烷和其他溶解的温室气体浓度。
    Measuring greenhouse gas (GHG) fluxes and pools in ecosystems are becoming increasingly common in ecological studies due to their relevance to climate change. With it, the need for analytical platforms adaptable to measuring different pools and fluxes within research groups also grows. This study aims to develop a procedure to use portable optical spectroscopy-based gas analyzers, originally designed and marketed for gas flux measurements, to measure GHG concentrations in aqueous samples. The protocol involves the traditional headspace equilibration technique followed by the injection of a headspace gas subsample into a chamber connected through a closed loop to the inlet and outlet ports of the gas analyzer. The chamber is fabricated from a generic mason jar and simple laboratory supplies, and it is an ideal solution for samples that may require pre-injection dilution. Methane concentrations measured with the chamber are tightly correlated (r2 > 0.98) with concentrations determined separately through gas chromatography-flame ionization detection (GC-FID) on subsamples from the same vials. The procedure is particularly relevant for field studies in remote areas where chromatography equipment and supplies are not readily available, offering a practical, cheaper, and more efficient solution for measuring methane and other dissolved greenhouse gas concentrations in aquatic systems.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    儿童炎症性肠病(IBD)的诊断和区分亚型(克罗恩病(CD)和溃疡性结肠炎(UC))的需要需要长期的调查和侵入性程序。非侵入性,快速,并且需要具有成本效益的测试来支持这些诊断。粪便挥发性有机化合物(VOCs)在IBD中是独特的。可以使用气相色谱传感器装置(OdoReader®)快速确定VOC分布。在出现疑似IBD的儿童的初始队列中,我们直接比较了粪便钙卫蛋白(FCP,肠道炎症的非特异性蛋白质标志物)与OdoReader©随后诊断为IBD的儿童与诊断为其他胃肠道疾病的匹配对照的VOC谱。OdoReader©在来自同一队列的单独样本中验证时,在其他胃肠道疾病中诊断IBD的敏感性为82%(95%置信区间75-89%),特异性为71%(61-80%),但未优于FCP(敏感性为93%(77-99%)和特异性为86%(67-96%);250µg/gFCP截止)。然而,与FCP不同,也比其他类似技术更好,OdoReader©可以区分儿科CD和UC(在验证集中高达88%(82-93%)的敏感性和80%(71-89%)的特异性),并证明在大型研究中进一步验证是合理的.基于VOC的非侵入性测试可以帮助简化和限制儿童的侵入性调查。
    The diagnosis of inflammatory bowel disease (IBD) in children and the need to distinguish between subtypes (Crohn\'s disease (CD) and ulcerative colitis (UC)) requires lengthy investigative and invasive procedures. Non-invasive, rapid, and cost-effective tests to support these diagnoses are needed. Faecal volatile organic compounds (VOCs) are distinctive in IBD. VOC profiles can be rapidly determined using a gas chromatography-sensor device (OdoReader©). In an inception-cohort of children presenting with suspected IBD, we directly compared the diagnostic fidelity of faecal calprotectin (FCP, a non-specific protein marker of intestinal inflammation) with OdoReader© VOC profiles of children subsequently diagnosed with IBD with matched controls diagnosed with other gastrointestinal conditions. The OdoReader© was 82% (95% confidence interval 75-89%) sensitive and 71% (61-80%) specific but did not outperform FCP (sensitivity 93% (77-99%) and specificity 86% (67-96%); 250 µg/g FCP cut off) in the diagnosis of IBD from other gastrointestinal conditions when validated in a separate sample from the same cohort. However, unlike FCP and better than other similar technologies, the OdoReader© could distinguish paediatric CD from UC (up to 88% (82-93%) sensitivity and 80% (71-89%) specificity in the validation set) and justifies further validation in larger studies. A non-invasive test based on VOCs could help streamline and limit invasive investigations in children.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    开发了基于多回路分路器的非低温人工捕获(M-SNAT)调制技术,小型化和应用于全面的二维气相色谱(GC×GC)分析大麻样品。该方法采用了配置到多回路分离器系统中的去活化的熔融二氧化硅(DFS)柱,将逐渐上游回路的周边减半。该分离器装置位于第一(1D)半非极性柱出口和微流体Deans开关(DS)之间。每个分离器回路将一个峰分成具有相同面积和不同空隙时间的两个子峰。然后应用三个循环,导致每个峰的分裂子峰(nsplit)的数量为8,和任何两个相邻子峰之间的保留时间差(ΔtR,分裂)是一样的。通过在nsplit×ΔtR的每个人工调制周期(PAM)内应用周期性的heartcut事件(H/C),split,分析物的全面分裂和捕获的调制曲线可以选择性地转移到第二个(2D)极性柱(30m)上,而无需制冷剂消耗。该人工调制系统用于分析具有增强的2D峰值容量(2nc〜15)的大麻样品。所建立的方法适用于使用植物油在有或没有油炸过程的情况下分析大麻提取物。这揭示了454个不同的峰,通过使用橄榄油提取(OE)特别观察到76、92、35和70个特定成分,油炸OE,椰子油提取(CE)和油炸CE,分别。
    Multiloop splitter-based non-cryogenic artificial trapping (M-SNAT) modulation technique was developed, miniaturized and applied in comprehensive two-dimensional gas chromatography (GC×GC) for analysis of cannabis samples. The approach employed deactivated fuse silica (DFS) columns configured into multiple loop splitter system halving the perimeters of the progressively upstream loops. This splitter device was located between the first (1D) semi-nonpolar column outlet and a microfluidic Deans switch (DS). Each splitter loop splits a peak into two subpeaks having the same area with different void times. Three loops were then applied resulting in the number of the split subpeaks (nsplit) of 8 for each peak, and retention time differences between any two adjacent subpeaks (∆tR,split) were the same. By applying periodic heartcut event (H/C) within every artificial modulation period (PAM) of nsplit×∆tR,split, comprehensive split-and-trapped modulation profiles of analytes could be selectively transferred onto the second (2D) polar column (30 m) without cryogen consumption. This artificial modulation system was applied for analysis of cannabis samples with enhanced 2D peak capacity (2nc∼15). The established method was applied to analyse cannabis extracts using vegetable oils with or without frying process. This reveals 454 different peaks with 76, 92, 35 and 70 specific components specifically observed by using olive oil extraction (OE), fried OE, coconut oil extraction (CE) and fried CE, respectively.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    对合成杀虫剂的可持续替代品的需求日益增加,推动了对茄子提取物的分析,一个野番茄,通过分馏柱色谱。用于病虫害管理的潜在生物活性化合物,一个清洁和有前途的生物技术解决方案,据报道,这家工厂。目的是提供详细的气相色谱数据,包括山峰,结构式,和S.habrochaites地上部分提取物的保留指数。使用S.habrochaites提取物的五个级分(F1,F2,F5,F3和F4)进行柱色谱分析。在F1馏分中鉴定出长链烃,例如十六烷酸和二十二烷酸;脂肪酸酯,包括F2和甲基酮中的十六烷酸和十八烯酸乙酯,以十三烷-2-酮作为F5中的主要组分,而在F3和F4馏分中没有公开可识别的化合物。柱色谱法提供了对S.habrochaites提取物的F1,F2和F5馏分中化合物的有价值的见解,突出脂肪酸酯,长链烃,和甲基酮。生物活性化合物,从这种植物的提取物中提取,包括二十二烷酸的第一个记录,S.habrochaites和茄科中的十六烷酸和十八烷酸乙酯,加强其在不同科学领域的有前途的生物应用。
    The increasing need for sustainable alternatives to synthetic insecticides has driven the analysis of extracts from Solanum habrochaites, a wild tomato, through fractionated column chromatography. Potential bioactive compounds for pest management, a clean and promising biotechnological solution, have been reported from this plant. The objective is to provide detailed gas chromatography data, including peaks, structural formulas, and retention indices for the extracts of S. habrochaites aerial parts. Column chromatographic analysis was conducted with five fractions (F1, F2, F5, F3, and F4) of S. habrochaites extracts. Long-chain hydrocarbons such as hexadecanoic acid and docosano were identified in the F1 fraction; fatty acid esters, including hexadecanoate and octadecenoate ethyls in the F2 and methyl ketones, with tridecan-2-one as the major component in the F5, while no identifiable compounds were disclosed in the F3 and F4 fractions. The column chromatography provided valuable insights into compounds in the F1, F2, and F5 fractions of S. habrochaites extracts, highlighting fatty acid esters, long-chain hydrocarbons, and methyl ketones. The bioactive compounds, from extracts of this plant, including the first record of the docosanoate, hexadecanoate and octadecanoate ethyls in S. habrochaites and Solanaceae, reinforces their promising biological application in different areas of science.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    制药在生产的不同阶段使用溶剂。一些有害的溶剂残留物可能会保留在最终产品中;因此,需要对它们进行监控以进行质量控制并满足法规要求。这里,使用带有光电离检测器(GC-PID)的紧凑型便携式气相色谱开发了一种能够快速分析药物产品中残留溶剂的新方法。该方法包括改良的Tedlar®袋取样,在线预浓缩,通过小型化GC分离挥发物,和微PID检测。所选残留溶剂的方法检出限在26.00-52.03pg/mL的范围内,远低于药物依从性浓度限值。对于非处方药物,还确定了>520pg分析物/克样品的检测极限。方法性能显示速度快(5分钟),线性校准(r2<0.99),和可重复的保留时间(RSD<0.4%)。在不需要复杂样品制备的情况下进行固体样品中残留溶剂的直接分析。使用非处方药物产品的方法验证对选定的残留溶剂产生了优异的准确度(回收率>91.2%)和精密度(RSD<6.5%)。包括1,4-二恶烷,苯,氯苯,环己烷,二甲苯,还有甲苯.这种便携式和快速的方法可以在药物生产过程中进行质量控制。
    Pharmaceutical manufacturing utilizes solvents at different stages of production. Some of the harmful solvent residuals may be retained in the final product; therefore, they need to be monitored for quality control and to meet the regulation requirement. Here, a novel method capable of rapidly analyzing residual solvents in pharmaceutical products was developed using a compact-portable gas chromatography with a photoionization detector (GC-PID). The method consists of modified Tedlar® bag sampling, online pre-concentration, separation of volatiles by miniaturized GC, and micro-PID detection. The method detection limits of selected residual solvents were in the range of 26.00 - 52.03 pg/mL which is much lower than the pharmaceutical compliance concentration limits. Limits of detection > 520 pg of analyte per grams of sample was also determined for the over-the-counter drugs. The method performance showed rapid speed (5 min), linear calibration (r2 < 0.99), and repeatable retention time (RSD < 0.4 %). Direct analysis of residual solvents in solid samples was conducted without the need for complex sample preparation. The method validation using over-the-counter pharmaceutical products yielded excellent accuracy (recovery > 91.2 %) and precision (RSD < 6.5 %) for the selected residual solvents, including 1,4-dioxane, benzene, chlorobenzene, cyclohexane, xylenes, and toluene. This portable and rapid method could be deployed during the pharmaceutical drug manufacturing processes for quality control.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    烟草香料,一种重要的烟草添加剂,是卷烟生产中必不可少的原料,可以有效提高烟草产品质量,添加香气和味道,并增加吸力。烟用香精的质量一致性影响品牌卷烟的质量稳定性。因此,烟草香料的质量控制是卷烟和香料制造商关注的主要问题。物理和化学指标,气味相似性,和感官功效来评价烟草香料的质量,烟用香精的化学成分分析通常采用气相色谱法(GC)和高效液相色谱法(HPLC)。然而,因为烟草香料的成分很复杂,使用单个组件或组件组合无法充分反映其质量。因此,建立客观的烟用香精质量控制分析方法具有极其重要的意义。色谱指纹分析通常用于烟草香料的判别分析。色谱指纹是指不同化合物的浓度分布的一般特征。在日常采购过程中,气相色谱和高效液相色谱法建立的指纹图谱可有效地评价和鉴别烟草香精。然而,鉴于香气模仿技术的不断改进,一些相似度较高的风味不能用现有方法直接区分。在这项研究中,为保证烟用香精质量的一致性,建立了基于离子色谱(IC)的烟用香精中有机酸和无机阴离子的测定方法。将1.0g烟草香料样品和10mL去离子水混合并振动30分钟。使样品水溶液连续通过0.45μm膜滤器和RP预处理柱以消除干扰,然后进行IC处理。使用含有9种有机酸和7种无机阴离子的标准溶液来鉴定烟草香料中的阴离子,并获得了令人满意的重现性。保留时间和峰面积的相对标准偏差(RSD)分别为<0.71%和<6.02%,分别。获得了来自五个不同批次的四种烟草香料(样品A-D)的色谱指纹图谱。还分析了来自不同制造商的9种烟草香料样品(样品AY1-AY3,BY1-BY2,CY1-CY2,DY1-DY2),以获得其色谱指纹图谱。采用层次聚类和相似性分析对不同厂家烟用香精的质量进行评价。分层聚类是指将一组样本细分为表现出高度的簇内相似性和簇间相异性的簇的过程。使用SPSS12.0获得的树状图表明不同批次的样品之间具有良好的质量一致性。样品AY3、BY2、CY2和DY1与标准烟草香料的批次成簇。因此,层次聚类分析可以有效区分不同厂家的产品质量。采用中药色谱指纹图谱相似性评价系统(2.0版)对标准烟用香精与不同厂家产品的相似性进行评价。在分析的样本中,样品AY3、BY2、CY2和DY1表现出最高的相似值(>97.7%),这与层次聚类分析的结果一致。这一发现表明,IC结合色谱指纹图谱分析可以准确地确定烟草香精的质量。采用气相色谱法结合超声辅助液-液萃取对烟用香精进行分析,验证了方法的准确性。与GC-超声辅助液-液萃取相比较,IC在某些烟草香料之间表现出更显著的质量差异。
    Tobacco flavor, an important tobacco additive, is an essential raw material in cigarette production that can effectively improve the quality of tobacco products, add aroma and taste, and increase the suction flavor. The quality consistency of tobacco flavors affects the quality stability of branded cigarettes. Therefore, the quality control of tobacco flavors is a major concern for cigarette and flavor manufacturers. Physical and chemical indices, odor similarity, and sensory efficacy are employed to evaluate the quality of tobacco flavors, and the analysis of chemical components in tobacco flavors is usually conducted using gas chromatography (GC) and high performance liquid chromatography (HPLC). However, because the composition of tobacco flavors is complex, their quality cannot be fully reflected using a single component or combination of components. Therefore, establishing an objective analytical method for the quality control of tobacco flavors is of extreme importance. Chromatographic fingerprint analysis is routinely used for the discriminative analysis of tobacco flavors. Chromatographic fingerprints refer to the general characteristics of the concentration profiles of different chemical compounds. In the daily procurement process, fingerprints established by GC and HPLC are effective for the evaluation and identification of tobacco flavors. However, given continuous improvements in aroma-imitation technology, some flavors with high similarity cannot be directly distinguished using existing methods. In this study, a method for the determination of organic acids and inorganic anions in tobacco flavors based on ion chromatography (IC) was developed to ensure the quality consistency of tobacco flavors. A 1.0 g sample of tobacco flavors and 10 mL of deionized water were mixed and vibrated for 30 min. The aqueous sample solution was passed through a 0.45 μm membrane filter and RP pretreatment column in succession to eliminate interferences and then subjected to IC. Standard solutions containing nine organic acids and seven inorganic anions were used to identify the anions in the tobacco flavors, and satisfactory reproducibility was obtained. The relative standard deviations (RSDs) for retention times and peak areas were <0.71% and <6.02%, respectively. The chromatographic fingerprints of four types of tobacco flavors (samples A-D) from five different batches were obtained. Nine tobacco flavor samples from different manufacturers (samples AY1-AY3, BY1-BY2, CY1-CY2, DY1-DY2) were also analyzed to obtain their chromatographic fingerprints. Hierarchical cluster and similarity analyses were used to evaluate the quality of tobacco flavors from different manufacturers. Hierarchical clustering refers to the process of subdividing a group of samples into clusters that exhibit a high degree of intracluster similarity and intercluster dissimilarity. The dendrograms obtained using SPSS 12.0 indicated good quality consistency among the samples in different batches. Samples AY3, BY2, CY2, and DY1 clustered with the batches of standard tobacco flavors. Therefore, hierarchical cluster analysis can effectively distinguish the quality of products from different manufacturers. The Similarity Evaluation System for Chromatographic Fingerprint of Traditional Chinese Medicine (version 2.0) was used to evaluate the similarity between the standard tobacco flavors and products from different manufacturers. Among the samples analyzed, samples AY3, BY2, CY2, and DY1 showed the highest similarity values (>97.7%), which was consistent with the results of the hierarchical cluster analysis. This finding indicates that IC combined with chromatographic fingerprint analysis could accurately determine the quality of tobacco flavors. GC combined with ultrasonic-assisted liquid-liquid extraction was also used to analyze the tobacco flavors and verify the accuracy of the proposed method. Compared with GC coupled with ultrasonic-assisted liquid-liquid extraction, IC demonstrated more significant quality differences among certain tobacco flavors.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    布洛芬是一种广为人知且用途广泛的,非甾体类抗炎止痛药.布洛芬是一种手性化合物,它的两种异构体具有不同的生物学效应,因此,手性分离是必要的。以布洛芬及其衍生物为模型化合物,建立了可移植的结构手性选择性关系。手性选择剂是全甲基化的α-,β-,和含有气相色谱固定相的γ-环糊精。布洛芬作为游离酸及其各种烷基酯的手性选择性(甲基,乙基,丙基,异丙基,丁基,异丁基,和异戊酯)衍生物在不同温度下进行了测试。每个测试的固定相都能够手性分离游离酸形式的布洛芬。在每种情况下,强度较低的包括S光学异构体在R光学异构体之前洗脱。结果提供了绘制手性选择性与手性选择性的可运输指南分析物结构。人们认识到,游离布洛芬酸的S异构体显示出过载现象,但R异构体没有。该结果得到了分子建模研究的支持。
    Ibuprofen is a well-known and broadly used, nonsteroidal anti-inflammatory and painkiller medicine. Ibuprofen is a chiral compound, and its two isomers have different biological effects, therefore, their chiral separation is necessary. Ibuprofen and its derivatives were used as model compounds to establish transportable structure chiral selectivity relationships. Chiral selectors were permethylated α-, β-, and γ-cyclodextrins containing gas chromatographic stationary phases. The chiral selectivity of ibuprofen as a free acid and its various alkyl esters (methyl, ethyl, propyl, isopropyl, butyl, isobutyl, and isoamyl esters) derivatives were tested at different temperatures. Every tested stationary phase was capable of the chiral separations of ibuprofen in its free acid form. The less strong included S optical isomers eluted before R optical isomers in every separate case. The results offer to draw transportable guidelines for the chiral selectivity vs. analyte structures. It was recognized that the S isomers of free ibuprofen acid showed an overloading phenomenon, but the R isomer did not. The results were supported by molecular modeling studies.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    在这项研究中,测定了16种农药与手性选择剂Octakis(6-O-叔丁基二甲基甲硅烷基-2,3-二-O-乙酰基)-γ-环糊精的缔合常数。该程序仅涉及一些实验测量;即,农药在毛细管柱中的气体滞留时间和保留时间,以及在每个温度条件下的柱相比。气液色谱法的基本方程用于估算缔合常数。使用含有溶解在(14%-氰基丙基-苯基)-86%-甲基-聚硅氧烷中的不同浓度的所述手性选择剂的两组柱。一组包括未经任何化学处理的毛细管柱,另一组包括交联的管柱。两组之间的系统比较表明交联对对映选择性的有害影响。我们的主要目标是推广使用气相色谱法分析挥发性和半挥发性手性农药。因此,我们提出了一种简单的方法,仅基于色谱测量,获得有关构成固定相的特定手性选择剂的对映识别能力以及所选聚合物对实验获得的选择性的影响的信息。
    In this study, the association constants of sixteen pesticides with the chiral selector octakis(6-O-tert-butyldimethylsilyl-2,3-di-O-acetyl)-γ-cyclodextrin were determined. The procedure only involved a few experimental measurements; namely, gas hold-up time and retention time of pesticides in capillary columns, as well as column phase ratio at each temperature condition. Fundamental equations of gas-liquid chromatography were used to estimate association constants. Two sets of columns containing different concentrations of the mentioned chiral selector dissolved in (14 %-cyanopropyl-phenyl)-86 %-methyl-polysiloxane were used. One set included capillary columns without any chemical treatment and the other group included columns that were crosslinked. The systematic comparison between both groups indicated a deleterious effect of the crosslinking on enantioselectivity. Our main objective is to promote the use of gas chromatography for the analysis of volatile and semi-volatile chiral pesticides. Thus, we proposed a simple methodology, based only on chromatographic measurements, to obtain information about the enantiorecognition ability of a particular chiral selector constituting the stationary phase and the influence of the selected polymer on the selectivity experimentally obtained.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    离子液体,即,低熔点的有机盐,可用作气相色谱液相固定相。这些固定相具有一些优点,例如特殊的选择性,高极性,和热稳定性。许多以前的工作都致力于这样的固定阶段。然而,仍然没有足够大的结构不同化合物的保留数据集。因此,很少有致力于离子液体固定相的定量结构保留关系(QSRR)的工作。这项工作旨在缩小这一差距。考虑了三种具有取代的吡啶阳离子的离子液体。我们提供了足够大的数据集(123-158种化合物),可用于QSRR和相关方法的进一步研究。我们使用此数据集提供了QSRR研究,并证明了以下内容。聚乙二醇固定相的保留指数(表示为RI_PEG),使用另一个模型预测,可用作分子描述符。该描述符显著提高了QSRR模型的准确性。基于深度学习的模型和线性模型都被考虑用于RI_PEG预测。证明了以高精度预测基于离子液体的固定相的保留指数的能力。特别注意QSRR研究的可重复性和可靠性。证明了添加/去除几种化合物,数据集的小扰动可以显著影响结果,如描述符的重要性和模型的准确性。必须考虑这些事实,以避免误导性结论。对于QSRR研究,我们开发了一个带有图形用户界面的软件工具,我们称之为CHERESHNYA.旨在选择分子描述符并构建将分子描述符与任何固定相的气相色谱保留指数连接的线性方程。该软件允许用户生成数百个分子描述符(一维和二维)。其中,流行的固定相如聚二甲基硅氧烷和聚乙二醇的预测保留指数被用作分子描述符。已经实施了用于选择(和评估)分子描述符的各种方法,特别是Boruta算法,偏最小二乘,遗传算法,L1正则化回归(LASSO)等。该软件是免费的,开源,可在线获取:https://github.com/mtshn/chereshnya。
    Ionic liquids, i.e., organic salts with a low melting point, can be used as gas chromatographic liquid stationary phases. These stationary phases have some advantages such as peculiar selectivity, high polarity, and thermostability. Many previous works are devoted to such stationary phases. However, there are still no large enough retention data sets of structurally diverse compounds for them. Consequently, there are very few works devoted to quantitative structure-retention relationships (QSRR) for ionic liquid-based stationary phases. This work is aimed at closing this gap. Three ionic liquids with substituted pyridinium cations are considered. We provide large enough data sets (123-158 compounds) that can be used in further works devoted to QSRR and related methods. We provide a QSRR study using this data set and demonstrate the following. The retention index for a polyethylene glycol stationary phase (denoted as RI_PEG), predicted using another model, can be used as a molecular descriptor. This descriptor significantly improves the accuracy of the QSRR model. Both deep learning-based and linear models were considered for RI_PEG prediction. The ability to predict the retention indices for ionic liquid-based stationary phases with high accuracy is demonstrated. Particular attention is paid to the reproducibility and reliability of the QSRR study. It was demonstrated that adding/removing several compounds, small perturbations of the data set can considerably affect the results such as descriptor importance and model accuracy. These facts have to be considered in order to avoid misleading conclusions. For the QSRR research, we developed a software tool with a graphical user interface, which we called CHERESHNYA. It is intended to select molecular descriptors and construct linear equations connecting molecular descriptors with gas chromatographic retention indices for any stationary phase. The software allows the user to generate several hundred molecular descriptors (one-dimensional and two-dimensional). Among them, predicted retention indices for popular stationary phases such as polydimethylsiloxane and polyethylene glycol are used as molecular descriptors. Various methods for selecting (and assessing the importance of) molecular descriptors have been implemented, in particular the Boruta algorithm, partial least squares, genetic algorithms, L1-regularized regression (LASSO) and others. The software is free, open-source and available online: https://github.com/mtshn/chereshnya.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    溶剂化参数模型使用六个描述符,确定为过量摩尔折射,E,双极性/极化率,S,总的氢键酸度,A,总氢键碱性,B,McGowan的特征量,V,和25°C时十六烷上的气液分配常数,L模拟中性化合物在双相系统中的分布。该模型的亚伯拉罕版本使用所有六个描述符和两个单独的线性自由能关系模型,用于将化合物从气相转移到凝聚相以及在凝聚相之间。Goss提出了对该模型的修改,该模型使用单个校准模型,而不考虑每个阶段的物理状态以及亚伯拉罕模型中使用的五个描述符(消除了E描述符)。使用WSU化合物描述符数据库评估了Abraham模型和Goss修改的模型表征分子间相互作用对气相和反相液相色谱系统的保留以及液-液分配系统中的分布的贡献的能力。亚伯拉罕描述符的这些更准确的值以前没有用于评估高斯修改的模型,应该更能够辨别模型性能的细微差别。表明,由统计参数定义的模型质量比Goss修改的模型更有利于Abraham\的模型,对于Abraham\的模型表明电子孤对电子相互作用有重要贡献的系统和系统,模型质量的差异更大。一相是含有全氟烷基取代基的溶剂。描述腔形成和色散相互作用的综合贡献的术语以及偶极型相互作用的术语存在较小的系统差异。对于两个模型,氢键相互作用的贡献几乎相同。模型截距通常是不同的,并且可能由于不适合Goss修改的模型而分配给更大的贡献。尽管Abraham模型描述符已常规用于使用Goss修改模型的应用程序,但评估了应使用Goss模型特定描述符的可能性。使用Solver方法和针对色谱和液-液分配系统的Goss模型特定校准模型,为28种不同的化合物计算了一组新的Goss特定描述符。这些描述符与亚伯拉罕描述符值显示出良好的统计一致性,平均偏差分别为0.009、-0.003、-0.004和-0.023,对于S,A,B,和L描述符,对应于2.2%的相对绝对偏差,3.9%,4.3%,和1.2%,分别。
    The solvation parameter model uses six descriptors identified as excess molar refraction, E, dipolarity/polarizability, S, overall hydrogen-bond acidity, A, overall hydrogen-bond basicity, B, McGowan\'s characteristic volume, V, and the gas-liquid partition constant on hexadecane at 25 °C, L to model the distribution of neutral compounds in biphasic systems. Abraham\'s version of this model uses all six descriptors with two separate linear free energy relationship models for the transfer of compounds from a gas phase to a condensed phase and between condensed phases. Goss proposed a modification to this model that uses a single calibration model regardless of the physical state for each phase and five of the descriptors employed in Abraham\'s model (E descriptor is eliminated). The capability of Abraham\'s model and the Goss-modified model to characterize the contribution of intermolecular interaction to retention for gas and reversed-phase liquid chromatographic systems and distribution in liquid-liquid partition systems is evaluated using the WSU compound descriptor database. These more accurate values for the Abraham descriptors have not been utilized previously for the evaluation of the Goss-modified model and should be more capable of discerning subtle differences in model performance. It is shown that model quality defined by statistical parameters favors Abraham\'s model over the Goss-modified model with differences in model quality greater for systems in which Abraham\'s model indicates a significant contribution from electron lone pair interactions and for systems in which one phase is a solvent containing perfluoroalkyl substituents. There is a small systematic difference for the terms describing the combined contributions of cavity formation and dispersion interactions and for interactions of a dipole-type. The contribution of hydrogen-bonding interactions is virtually identical for the two models. The model intercepts are generally different and potentially assigned to a larger contribution from lack-of-fit for the Goss-modified model. Although the Abraham model descriptors have been routinely employed for applications using the Goss-modified model the possibility that Goss-model specific descriptors should be employed was evaluated. Using the Solver method and Goss-model specific calibration models for chromatographic and liquid-liquid partition systems a new set of Goss-specific descriptors was calculated for 28 varied compounds. These descriptors show good statistical agreement with the Abraham descriptor values with an average deviation of 0.009, -0.003, -0.004, and -0.023, respectively, for the S, A, B, and L descriptors, corresponding to a relative absolute deviation in percent of 2.2 %, 3.9 %, 4.3 %, and 1.2 %, respectively.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

公众号