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Electrodeposition of Zn–Al-Layered Double Hydroxides With Interlayer Modification by Ibuprofen as Fiber Coating for Solid Phase Microextraction of Nonsteroidal Anti-Inflammatory Drugs 电沉积层间有布洛芬修饰的锌-铝层双氢氧化物作为固相微萃取非甾体抗炎药物的纤维涂层
IF 2.8 3区 工程技术 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-06 DOI: 10.1002/jssc.70011
Qasim Chyad Abdulzahra Al-Furaiji, Fatemeh Darvishnejad, Jahan Bakhsh Raoof, Milad Ghani

In this study, in situ electrodeposition of Zn─Al-layered double hydroxides (Zn─Al-LDHs) on the surface of pencil graphite substrate were practiced with interlayer modification by ibuprofen. The prepared composite increases the efficiency of the proposed method by increasing the level of interaction between the sorbent and the selected analytes including acetylsalicylic acid and naproxen (NAP) in real sample. Eventually, the extracted target analytes were injected into high-performance liquid chromatography ultraviolet (HPLC-UV) for their measurement. The experimental design including PBD and BBD was implemented to obtain the maximize efficiency and optimal condition for extraction of the target analytes. Therefore, in optimal conditions, limits of detection of 0.33–0.64 µg L−1, linear dynamic range (LDR) of 1–100 µg L−1 (with r2 > 0.9934), and limits of quantification (LOQs) of 1.1–2.1 µg L−1 were obtained for target analytes by SPME-HPLC-UV. The intra-day relative standard deviation (RSD%) were found to range in 3.90%–5.30% (4.90%–6.80%) at concentration of 5–50 µg L−1 (2–10 µg L−1). According to obtained result, the relative recovery was calculated between 90% and 109%. Therefore, the obtained results showed that the selected method has a suitable performance for the preconcentration and extraction of acetylsalicylic acid and NAP in biological samples.

本研究将 Zn─Al 层状双氢氧化物(Zn─Al-LDHs)原位电沉积在铅笔状石墨基底表面,并用布洛芬对其进行层间修饰。所制备的复合材料提高了吸附剂与所选分析物(包括实际样品中的乙酰水杨酸和萘普生(NAP))之间的相互作用水平,从而提高了拟议方法的效率。最后,将提取的目标分析物注入高效液相色谱紫外检测器(HPLC-UV)进行测定。实验设计包括 PBD 和 BBD,以获得目标分析物萃取的最大效率和最佳条件。因此,在最佳条件下,SPME-HPLC-UV 对目标分析物的检出限为 0.33-0.64 µg L-1,线性动态范围为 1-100 µg L-1(r2 > 0.9934),定量限为 1.1-2.1 µg L-1。在 5-50 µg L-1 (2-10 µg L-1) 浓度范围内,日内相对标准偏差 (RSD%) 为 3.90%-5.30% (4.90%-6.80%) 。根据计算结果,相对回收率在 90% 至 109% 之间。因此,该方法适用于生物样品中乙酰水杨酸和 NAP 的预富集和萃取。
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引用次数: 0
Rapid and Simultaneous Determination of 13 Sulfonamides in Soil by Matrix Solid-Phase Dispersion With High-Performance Liquid Chromatography-Tandem Mass Spectrometry 基质固相分散-高效液相色谱-串联质谱法快速、同时测定土壤中的 13 种磺胺类药物
IF 2.8 3区 工程技术 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-06 DOI: 10.1002/jssc.70015
JinPeng Yuan, Chen Liu, HaiLong Jiang, ZhaoTing Zhou, Meng Xie, YouMin Sun

Sulfonamides, the most frequent antibacterial agent, are widely used due to their low cost and excellent antibacterial effect. With the emergence of the environment, the potential hazard to the ecological environment has attracted the great attention of humans. Based on matrix solid-phase dispersion coupled with high-performance liquid chromatography-tandem mass spectrometry, an accurate, fast, and sensitive analytical method was developed for the determination of sulfonamides (SAs) in soil. Several influencing factors including the type of dispersants, the ratio of sample-to-sorbent, eluents, and solvent volume were investigated, and the matrix effects were evaluated. Under optimized conditions, the calibration curves exhibited excellent linearity with correlation coefficients (r) exceeding 0.996. The limit of detection (based on signal-to-noise ratio [S/N] = 3) and limit of quantification (based on S/N = 10) were 0.024–0.058 and 0.079–0.195 µg/kg, respectively. The recoveries ranging from 70.12% to 123.63% were obtained with a relative standard deviation of less than 15% at three levels (20, 40, and 200 µg/kg). The developed method was successfully applied to analyze 13 SAs at trace levels in a real soil sample. This proposed method would be an alternative and suitable for routine application in the future owing to its rapidity, sensitivity, and affordability.

磺胺类药物是最常用的抗菌剂,因其成本低、抗菌效果好而被广泛使用。随着环境问题的出现,其对生态环境的潜在危害已引起人类的高度重视。基于基质固相分散-高效液相色谱-串联质谱法,建立了一种准确、快速、灵敏的土壤中磺胺类药物(SAs)的分析方法。考察了分散剂类型、样品与吸附剂的比例、洗脱剂和溶剂体积等影响因素,并评估了基质效应。在优化条件下,校准曲线表现出良好的线性关系,相关系数 (r) 超过 0.996。检出限(基于信噪比[S/N] = 3)和定量限(基于 S/N = 10)分别为 0.024-0.058 和 0.079-0.195 µg/kg。在20、40和200 µg/kg三个添加水平下,回收率为70.12%~123.63%,相对标准偏差小于15%。所开发的方法成功地应用于分析真实土壤样品中痕量水平的 13 种 SAs。该方法具有快速、灵敏、经济等优点,可作为一种替代方法,并适用于未来的常规应用。
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引用次数: 0
Rapid Identification of Chemical Constituents of Sanhua Decoction in Vivo and in Vitro and the Metabolites of Rhubarb Anthraquinone Aglycone by Ultra-High Performance Liquid Chromatography Coupled with Quadrupole Time-of-Flight Tandem Mass Spectrometry 超高效液相色谱-四极杆飞行时间串联质谱法快速鉴定体内外三花煎剂的化学成分及大黄蒽醌苷元的代谢物
IF 2.8 3区 工程技术 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-06 DOI: 10.1002/jssc.202400366
Xiang Wang, Jingmei Ma, Qi Qian, Le Gao, Yaqin Zhen, Yurou Tian, Liying Niu, Xinguo Wang

Sanhua Decoction (SHD) is a classic prescription for the treatment of stroke in the clinic. Based on the combination strategy in vitro and in vivo, the chemical constituents of SHD were characterized by ultra-high-performance liquid chromatography coupled with quadrupole time-of-flight tandem mass spectrometry, and the metabolites of five effective anthraquinone aglycones (emodin, chrysophanol, rhein, aloe-emodin, and physcion) of rhubarb in SHD were studied. A total of 222 compounds were isolated and identified in vitro, including 50 flavonoids and their glycosides, 41 coumarins, 22 anthraquinones, 22 tannins, 14 phenylpropanoids, 16 alkaloids, 18 organic acids and their esters, 14 lignans, six anthrones, and 19 other compounds. A total of 111 prototype components were isolated and identified in vivo. Among them, 26, 82, 101, and 46 prototype components and 87 metabolites were detected in plasma, urine, feces, and bile for the first time. This study provides a basis for the identification of chemical components in vivo and in vitro and the analysis of potential pharmacodynamic components of SHD, and provides a basis for further study of pharmacodynamic mechanism.

三花煎是临床治疗中风的经典处方。根据体内外结合的策略,采用超高效液相色谱-四极杆飞行时间串联质谱对三花煎中的化学成分进行了表征,并研究了三花煎中大黄的五种有效蒽醌苷(大黄素、菊花酚、大黄酚、芦荟大黄素、大黄酚)的代谢产物。体外分离和鉴定了 222 种化合物,包括 50 种黄酮类及其苷类、41 种香豆素类、22 种蒽醌类、22 种鞣质类、14 种苯丙类、16 种生物碱类、18 种有机酸及其酯类、14 种木质素类、6 种蒽酮类和 19 种其他化合物。在体内共分离和鉴定出 111 种原型成分。其中,首次在血浆、尿液、粪便和胆汁中分别检测到 26、82、101 和 46 种原型成分和 87 种代谢物。该研究为人参皂苷体内外化学成分的鉴定和潜在药效学成分的分析提供了依据,为进一步研究药效学机制提供了基础。
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引用次数: 0
Thrombin Immobilized on Magnetic Core-Shell Mesoporous Silica Nanoparticles for Screening of the Enzyme Inhibitors From Notopterygium Incisum 磁性核壳介孔二氧化硅纳米颗粒上固定的凝血酶原用于筛选艽菌酶抑制剂
IF 2.8 3区 工程技术 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-06 DOI: 10.1002/jssc.70021
Qiang Chang, Kehang He, Yikao Hu, Yiming Liu, Xun Liao

Thrombin was immobilized on magnetic core-shell mesoporous silica nanoparticles (Fe3O4@nSiO2@mSiO2) for the first time and used to screen enzyme inhibitors from extracts of Notopterygium incisum. The immobilized thrombin was characterized by Fourier-transform infrared spectroscopy, transmission electronic microscopy, thermal gravimetric analysis, and vibrating sample magnetometry. The results demonstrated that the immobilized thrombin possessed good thermal stability and high-temperature resistance for feasible storage and reuse. Two ligands, notopterol (1) and isoimperatorin (2) were fished out from the extract of N. incisum using the immobilized thrombin. They inhibited thrombin with IC50 values of 59.35 ± 1.420 and 107.8 ± 1.660 µM, respectively. This is the first report of thrombin-inhibitory activity associated with notopterol and isoimperatorin. Meanwhile, the inhibition mechanism of both compounds was investigated by enzyme kinetic analysis and molecular docking. The method used enables rapid screening for thrombin inhibitors from medicinal plants, providing an efficient tool for the discovery of anti-thrombotic active compounds.

首次将凝血酶固定在磁性核壳介孔二氧化硅纳米粒子(Fe3O4@nSiO2@mSiO2)上,并利用该纳米粒子从鸢尾提取物中筛选酶抑制剂。傅立叶变换红外光谱、透射电子显微镜、热重分析和振动样品磁强计对固定化凝血酶进行了表征。结果表明,固定化凝血酶具有良好的热稳定性和耐高温性,可以储存和重复使用。利用固定化凝血酶从 N. incisum 的提取物中提取出了两种配体,即 notopterol (1) 和 isoimperatorin (2)。它们抑制凝血酶的 IC50 值分别为 59.35 ± 1.420 µM 和 107.8 ± 1.660 µM。这是首次报道蝶形花醇和异蝶形花素具有凝血酶抑制活性。同时,通过酶动力学分析和分子对接研究了这两种化合物的抑制机理。该方法可快速筛选药用植物中的凝血酶抑制剂,为发现抗血栓活性化合物提供了有效工具。
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引用次数: 0
Rapid Characterization of the Constituents in Classic Chinese Medicine Formula Guyinjian Using Ultra-High-Performance Liquid Chromatography With Quadrupole Time-of-Flight Mass Spectrometry 利用超高效液相色谱-四极杆飞行时间质谱法快速表征经典中药古银翘散中的成分
IF 2.8 3区 工程技术 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-06 DOI: 10.1002/jssc.70019
Gang Chen, Nan Ge, Le Yang, Hui Sun, Ye Sun, Guangli Yan, Ying Han, Xiang Li, Xijun Wang

Guyinjian (GYJ) is a classic traditional Chinese medicine formula for the treatment of polycystic ovary syndrome, ovulation disorders, immuno-sterility, oligomenorrhea with kidney deficiency, and so forth. Due to the unclear chemical components of GYJ, the elucidation of the pharmacological mechanism, and the comprehensive development and utilization of GYJ in clinical is being restricted. In this study, ultra-high-performance liquid chromatography with quadrupole time-of-flight-tandem mass spectrometry combined with the Progenesis QI platform and using reference standards, online and self-built databases matching, fragmentation rules analysis of mass spectrometry peaks, a total of 235 compounds were preliminarily characterized, including 69 flavonoids, 65 terpenoids, 34 phenylpropanoids, 22 saccharides, sugar esters, and glycosides, 15 organic acids, and 30 others. These compounds may reflect the chemical properties of GYJ. The method established in this study can systematically, rapidly, and accurately resolve the chemical components in GYJ, which lays the foundation for further establishment of the pharmacodynamic substance basis and quality control.

养阴鉴(GYJ)是治疗多囊卵巢综合征、排卵障碍、免疫性不孕、肾虚性闭经等疾病的经典中药方剂。由于GYJ的化学成分不明确,其药理机制的阐明和临床综合开发利用受到限制。本研究采用超高效液相色谱-四极杆飞行时间-串联质谱法,结合 Progenesis QI 平台,通过参考标准、在线数据库和自建数据库比对、质谱峰的碎片规则分析,初步定性了 235 种化合物,其中包括 69 种黄酮类化合物,65 种萜类化合物,34 种苯丙类化合物,22 种糖、糖酯和糖苷类化合物,15 种有机酸类化合物,以及 30 种其他化合物。这些化合物可能反映了 GYJ 的化学特性。本研究建立的方法能系统、快速、准确地解析 GYJ 中的化学成分,为进一步建立药效物质基础和质量控制奠定了基础。
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引用次数: 0
Preparation and Application of Weak Cation Exchange Resin Based on Thiol Click Reaction 基于硫醇点击反应的弱阳离子交换树脂的制备与应用。
IF 2.8 3区 工程技术 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-04 DOI: 10.1002/jssc.70012
Zhongping Huang, Qingqing Zhu, Yu Han, Ying Mo, Junhao Zhang, Huijun Liu

Using poly(styrene-divinylbenzene) microspheres as stationary phase matrix and mercaptosuccinic acid as a modifier, a new weak cation exchange resin was synthesized by thiol click reaction. The conditions for thiol-chlorine click reaction and thiol-alkene click reaction were optimized. The surface morphology and chemical composition of the modified microspheres were characterized by scanning electron microscopy, Fourier-transform infrared spectroscopy, and an elemental analyzer. The stationary phase can achieve the separation of six common cations within 25 min. A homemade weak cation chromatographic column was used to determine the impurities of Na+ and K+ and the content of tetramethylammonium ions in tetramethylammonium hydroxide samples. The method showed a good linear correlation in the range of 0.1–500.0 mg/L with correlation coefficients of 0.9998–0.9999, and the limits of detection (signal-to-noise ratio ≥ 3) were 0.01–0.20 mg/L. The intra-day relative standard deviations (RSDs) were in the range of 1.1%–4.4%, and the inter-day RSDs were in the range of 0.8%–14.8%. The spiked recoveries were in the range of 91.92%–119.86%. The results showed that the prepared stationary phase exhibited effective separation ability and good reproducibility, which was suitable for the analysis of the impurities of Na+, K+, and the content of tetramethylammonium in the tetramethylammonium reagents.

以聚(苯乙烯-二乙烯基苯)微球为固定相基质,以巯基丁二酸为改性剂,通过硫醇点击反应合成了一种新型弱阳离子交换树脂。对硫醇-氯点击反应和硫醇-烯点击反应的条件进行了优化。通过扫描电子显微镜、傅立叶变换红外光谱和元素分析仪对改性微球的表面形貌和化学成分进行了表征。该固定相可在 25 分钟内实现六种常见阳离子的分离。利用自制的弱阳离子色谱柱测定了四甲基氢氧化铵样品中的 Na+、K+ 杂质和四甲基铵离子含量。该方法在0.1-500.0 mg/L范围内线性关系良好,相关系数为0.9998-0.9999,检出限(信噪比≥3)为0.01-0.20 mg/L。日内相对标准偏差(RSD)为 1.1%-4.4%,日间 RSD 为 0.8%-14.8%。加标回收率在 91.92%-119.86% 之间。结果表明,所制备的固定相具有有效的分离能力和良好的重现性,适用于分析四甲基铵试剂中的杂质 Na+、K+ 和四甲基铵的含量。
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引用次数: 0
Enhanced Lipidomics Analysis of Breast Cancer Cells Using Three-phase Liquid Extraction and Ultra High-performance Liquid Chromatography Coupled With Quadrupole Time-of-Flight Tandem Mass Spectrometry 利用三相液相萃取和超高效液相色谱-四极杆飞行时间串联质谱法加强乳腺癌细胞脂质组学分析
IF 2.8 3区 工程技术 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-04 DOI: 10.1002/jssc.70014
Binhong He, Fengying Ye, Jieqing Feng, Ting Zhou

Lipid extraction of complex biological samples is essential for high-quality data in liquid chromatography-mass spectrometry (LC-MS)-based lipidomics. This study introduces a three-phase liquid extraction (3PLE)-ultra-high-performance LC coupled with quadrupole time-of-flight tandem MS method. This method was successfully applied to lipidomics analysis of breast cancer cells, including highly metastatic MDA-MB-231 and slightly metastatic MCF7 cells. The 3PLE method employed an n-hexane/methyl tert-butyl ether/acetonitrile/water solvent system that formed one aqueous and two organic phases. Neutral and polar lipids were enriched in the upper and middle organic phases, respectively, and combined for detection, thereby reducing analysis time. Compared with the Bligh and Dyer method, 3PLE achieved higher sensitivity and detected more features, with over a 50% increase in the relative abundance of nearly 50% of the differential lipids. In total, 21 differential lipids were identified in the MDA-MB-231 group and 22 in the MCF7 group compared to normal breast epithelial cells (MCF10A). Pathway analysis suggested that lipid changes in breast cancer cells were associated with glycerophospholipid metabolism, arachidonic acid metabolism, sphingolipid metabolism, and linoleic acid metabolism. The study presents a highly efficient lipidomics method, providing a scientific foundation for understanding breast cancer pathogenesis and aiding in diagnosis.

在基于液相色谱-质谱联用技术(LC-MS)的脂质组学研究中,复杂生物样品的脂质提取对于获得高质量的数据至关重要。本研究介绍了一种三相液体萃取(3PLE)-超高效液相色谱与四极杆飞行时间串联质谱联用方法。该方法被成功应用于乳腺癌细胞的脂质组学分析,包括高转移性MDA-MB-231和轻微转移性MCF7细胞。3PLE 方法采用正己烷/甲基叔丁基醚/乙腈/水溶剂系统,形成一个水相和两个有机相。中性脂质和极性脂质分别富集在上层和中层有机相中,并合并在一起进行检测,从而缩短了分析时间。与 Bligh 和 Dyer 方法相比,3PLE 的灵敏度更高,检测到的特征更多,近 50%的差异脂质的相对丰度提高了 50%以上。与正常乳腺上皮细胞(MCF10A)相比,MDA-MB-231 组共鉴定出 21 种差异脂质,MCF7 组鉴定出 22 种差异脂质。通路分析表明,乳腺癌细胞的脂质变化与甘油磷脂代谢、花生四烯酸代谢、鞘脂代谢和亚油酸代谢有关。该研究提出了一种高效的脂质组学方法,为了解乳腺癌的发病机制和辅助诊断提供了科学依据。
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引用次数: 0
Rapid Determination of Galantamine in Human Plasma by Microchip Electrophoresis With a Highly Integrated Contactless Conductivity Detector 利用高度集成的非接触式电导检测器通过微芯片电泳快速测定人血浆中的加兰他敏
IF 2.8 3区 工程技术 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-04 DOI: 10.1002/jssc.70013
Zhilei Li, Gangyuan Lin, Xiujuan Yang

A novel and rapid method was developed for the determination of galantamine in human plasma by microchip electrophoresis with a highly integrated contactless conductivity detector (CCD). The instrumental parameters affecting the response of the detector, such as excitation frequency and excitation voltage, were examined and optimized. The electrophoresis conditions that influenced the separation and detection of galantamine, including the composition of buffer solution, buffer pH, buffer concentration, additives, injection time, and separation voltage were systematically investigated. Under the optimal conditions, the peak height had a good linear relationship with the concentration of galantamine in human plasma from 10 to 160 µg/L, and the correlation coefficient was 0.9992, the limit of detection reached 1.1 µg/L. The recoveries were between 98.6% and 102.1%. This sensitive, rapid, and convenient method is a good alternative to existing methods for galantamine determination. Also, this highly integrated CCD holds great promise in clinical biochemical analysis.

利用高度集成的非接触式电导检测器(CCD),采用微芯片电泳法测定了人体血浆中的加兰他敏。研究并优化了影响检测器响应的仪器参数,如激励频率和激励电压。系统研究了影响加兰他敏分离和检测的电泳条件,包括缓冲溶液组成、缓冲液pH值、缓冲液浓度、添加剂、进样时间和分离电压。在最佳条件下,峰高与人体血浆中10至160微克/升的加兰他敏浓度呈良好的线性关系,相关系数为0.9992,检出限为1.1微克/升。回收率为98.6%至102.1%。该方法灵敏、快速、简便,可替代现有的加兰他敏检测方法。此外,这种高度集成的 CCD 在临床生化分析中也大有可为。
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引用次数: 0
Human Biomonitoring of Serum Polybrominated Diphenyl Ethers by Supported Liquid Extraction and Gas Chromatography Coupled With Tandem Mass Spectrometry 利用支撑液萃取和气相色谱-串联质谱法对血清多溴联苯醚进行人体生物监测。
IF 2.8 3区 工程技术 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-04 DOI: 10.1002/jssc.70010
Miao Liu, Xiangyu Jia, Rongfei Peng, Zhijun Bai, Jun Yuan, Lei Tan

This study aims to develop and validate a robust analytical method for the quantification of polybrominated diphenyl ethers (PBDEs) in human serum using gas chromatography–tandem mass spectrometry. We compared procedural blanks, recoveries, and operational convenience of liquid–liquid extraction and supported liquid extraction for the determination of serum PBDEs. We evaluated different extraction solvents for their effect on PBDE recoveries. Supported liquid extraction was selected for method validation due to its operational convenience. The method demonstrated satisfactory linearity, sensitivity, and reproducibility, with the range of 0.10–5.00 µg/L for most PBDE congeners and 0.20–10.0 µg/L for PBDE-154 and PBDE-183, with limits of detection ranging from 2 to 48 ng/L, and with matrix effects ranging from 94% to 113%. Quality control assessments indicated that recoveries ranged from 85% to 110% and relative standard deviations of less than 11%. The proposed method was applied to biomonitoring of 111 healthy adults, revealing detectable levels of PBDEs in over 90% of the samples. BDE-47 and BDE-183 were the most prevalent, with mean concentrations of 4.13 and 22.1 ng/L, respectively. Detection frequencies ranged from 0.90% for BDE-17 and BDE-85 to 25.2% for BDE-47. Males had higher mean concentrations of BDE-183 than females.

本研究旨在利用气相色谱-串联质谱法开发并验证一种可靠的分析方法,用于定量检测人体血清中的多溴联苯醚(PBDEs)。我们比较了用于测定血清多溴联苯醚的液液萃取和支撑液萃取的程序空白、回收率和操作便利性。我们评估了不同萃取溶剂对多溴联苯醚回收率的影响。由于操作方便,我们选择了支撑液萃取法进行方法验证。该方法的线性、灵敏度和重现性令人满意,大多数多溴联苯醚同系物的检测范围为 0.10-5.00 微克/升,PBDE-154 和 PBDE-183 的检测范围为 0.20-10.0 微克/升,检测限为 2-48 纳克/升,基质效应为 94%-113% 。质量控制评估表明,回收率为 85% 至 110%,相对标准偏差小于 11%。所提议的方法被应用于 111 名健康成年人的生物监测,结果显示 90% 以上的样本中都能检测到多溴联苯醚。其中以 BDE-47 和 BDE-183 最为普遍,平均浓度分别为 4.13 纳克/升和 22.1 纳克/升。检测频率从 BDE-17 和 BDE-85 的 0.90% 到 BDE-47 的 25.2% 不等。男性的 BDE-183 平均浓度高于女性。
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引用次数: 0
Ready-to-use Models Built Using a Diverse Set of 266 Aroma Compounds for the Estimation of Gas Chromatographic Retention Indices for the 50%-Cyanopropylphenyl-50%-Dimethylpolysiloxane Stationary Phase 使用多种多样的 266 种芳香化合物建立的即用模型,用于估算 50%-Cyanopropylphenyl-50%-Dimethylpolysiloxane 固定相的气相色谱保留指数。
IF 2.8 3区 工程技术 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-04 DOI: 10.1002/jssc.70016
Anastasia Yu. Sholokhova, Dmitriy D. Matyushin

Retention index prediction based on the molecule structure is not often used in practice due to low accuracy, the need to use paid software to calculate molecular descriptors (MD), and the narrow applicability domain of many models. In recent years, relatively accurate and versatile deep learning (DL)-based models have emerged. These models are now used in practice as an additional criterion in gas chromatography-mass spectrometry identification. The DB-225ms stationary phase (usually described as 50%-cyanopropylphenyl-50%-dimethylpolysiloxane in available sources) is widely used, but ready-to-use retention index estimation models are not available for it. This study presents such models. The models are linear and use simple constitutional MD and retention indices predicted by DL for the DB-WAX and DB-624 stationary phases as MD (we show that it is their use that allows us to achieve satisfactory accuracy). The accuracy obtained for a completely unseen hold-out test set: root mean square error 73.2; mean absolute error 45.7; median absolute error 22.0. The models were trained using a retention data set of 266 volatile compounds. All calculations can be performed using the convenient open-source software CHERESHNYA. The final equations are implemented as a spreadsheet and a code snippet and are available online: https://doi.org/10.6084/m9.figshare.26800789.

基于分子结构的保留指数预测由于准确度低、需要使用付费软件计算分子描述符(MD)以及许多模型的适用范围较窄等原因,在实践中并不常用。近年来,出现了基于深度学习(DL)的相对准确和通用的模型。目前,这些模型已被实际用作气相色谱-质谱鉴定的附加标准。DB-225ms 固定相(在现有资料中通常描述为 50%-氰丙基苯基-50%-二甲基聚硅氧烷)被广泛使用,但却没有现成可用的保留指数估算模型。本研究提出了这样的模型。这些模型是线性的,使用简单的宪法 MD 和 DL 预测的 DB-WAX 和 DB-624 固定相的保留指数作为 MD(我们证明,正是使用了这些模型,我们才能获得令人满意的准确度)。在完全未见的保留测试集上获得的准确度为:均方根误差 73.2;平均绝对误差 45.7;中位数绝对误差 22.0。这些模型是使用 266 种挥发性化合物的保留数据集进行训练的。所有计算均可使用方便的开源软件 CHERESHNYA 进行。最终方程以电子表格和代码片段的形式实现,可在线查阅:https://doi.org/10.6084/m9.figshare.26800789。
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引用次数: 0
期刊
Journal of separation science
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