chemometric optimization

化学计量学优化
  • 文章类型: Journal Article
    开发了一种使用低共熔溶剂(DES)程序确定植物油中游离色氨酸的快速,直接的反相分散液液微萃取(RP-DLLME)。已经通过多变量方法研究了影响RP-DLLME效率的八个变量的影响。Plackett-Burman设计用于筛选最有影响力的变量,然后是中央复合响应面方法,导致1g油样品的最佳RP-DLLME设置:9mL己烷作为稀释溶剂,在40°C下用0.45mLDES(氯化胆碱-尿素)进行涡旋萃取,不添加盐,并以6000rpm离心4.0分钟。将重建的提取物直接注射到以二极管阵列模式工作的高效液相色谱(HPLC)系统中。在研究的浓度水平下,方法检出限(MDL)为11mg/kg,矩阵匹配标准的线性为R2≥0.997,相对标准偏差(RSD)为7.8%,平均回收率为93%。结合使用最近开发的基于DES的RP-DLLME和HPLC提供了一种创新,高效,成本效益高,和更可持续的方法,用于提取和定量油性食品基质中的游离色氨酸。该方法用于分析9种蔬菜(巴西坚果,杏仁,腰果,榛子,花生,南瓜,芝麻,向日葵,和核桃)第一次。结果表明,游离色氨酸在11-38mg/100g范围内存在。本文对食品分析领域的贡献具有重要意义。并开发了一种测定复杂基质中游离色氨酸的新方法,它有可能应用于其他分析物和样品类型。
    A fast and straightforward reversed-phase dispersive liquid-liquid microextraction (RP-DLLME) using a deep eutectic solvent (DES) procedure to determine free tryptophan in vegetable oils was developed. The influence of eight variables affecting the RP-DLLME efficiency has been studied by a multivariate approach. A Plackett-Burman design for screening the most influential variables followed by a central composite response surface methodology led to an optimum RP-DLLME setup for a 1 g oil sample: 9 mL hexane as the diluting solvent, vortex extraction with 0.45 mL of DES (choline chloride-urea) at 40 °C, without addition of salt, and centrifugation at 6000 rpm for 4.0 min. The reconstituted extract was directly injected into a high-performance liquid chromatography (HPLC) system working in the diode array mode. At the studied concentration levels, the obtained method detection limits (MDL) was 11 mg/kg, linearity in matrix-matched standards was R2 ≥ 0.997, relative standard deviations (RSD) was 7.8%, and average recovery was 93%. The combined use of the recently developed DES -based RP-DLLME and HPLC provides an innovative, efficient, cost-effective, and more sustainable method for the extraction and quantification of free tryptophan in oily food matrices. The method was employed to analyze cold-pressed oils from nine vegetables (Brazil nut, almond, cashew, hazelnut, peanut, pumpkin, sesame, sunflower, and walnut) for the first time. The results showed that free tryptophan was present in the range of 11-38 mg/100 g. This article is important for its contributions to the field of food analysis, and for its development of a new and efficient method for the determination of free tryptophan in complex matrices, which has the potential to be applied to other analytes and sample types.
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  • 文章类型: Journal Article
    Synthetic cathinones are a class of new psychoactive substances (NPS), an emerging group of analogues to traditional illicit drugs which are functionalized to circumvent legal regulations. The analytical investigation of NPS by traditional methods, such as gas chromatography-mass spectrometry (GC-MS), is challenging because newly emerging NPS may not yet appear in spectral libraries and because of the inability to determine certain positional isomers. Low-field or \"benchtop\" proton nuclear magnetic resonance spectroscopy (NMR) is an alternative that provides significant qualitative information but is particularly susceptible to matrix interferences. To this end, the development of a Sequential Injection Analysis (SIA) method which uses solid-phase extraction (SPE) to remove interfering matrix components prior to NMR determination is described. Factors including the type of SPE sorbent, column dimensions, and sample loading and elution conditions were examined. Several cathinone simulants (primary, secondary, and tertiary amines), \"DEA exempt\" cathinone standards, as well as authentic case samples were studied. The selectivity of the SIA-NMR-UV method was investigated against a broad range of \"cutting agents\" and was found to successfully remove all compounds tested with the exception of other basic drugs (e.g., acetaminophen). The limit of detection and reproducibility of the method were optimized using a Plackett-Burman screening design and Sequential Simplex optimization. Using a UV detector for dual (in series) quantification, the multivariate-optimized method produced a method limit of detection (3σ) for the cathinone simulant Phenylpropanolamine (PPA) of 23 μmol L-1, and a calibration model, in terms of UV peak area, of Area = 0.19 [PPA, mmol L-1] - 0.04. The optimized method generated ~2 mL of waste per day, and had a footprint of ~1 m2 Finally, the multivariate-optimized SIA-NMR-UV method was successfully applied to several more case samples and the cathinones were definitively identified.
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  • 文章类型: Journal Article
    一种环境友好的微固相萃取(μ-SPE)方法,利用植物基纳米复合材料作为吸附剂,用于在液相色谱-串联质谱(LC-MS/MS)分析之前测定医院废水中的痕量β受体阻滞剂(β-阻滞剂)。使用多元化学计量学方法评估μ-SPE提取条件。稻壳二氧化硅-碳纳米复合材料(5-20Wt。通过水解溶胶-凝胶法合成了甘油中的%Fe)。对纳米吸附剂进行充分表征,然后评估医院废水中痕量β-阻滞剂的μ-SPE。以最小的实验成本建立最佳的提取条件,使用基于分数阶乘(FFD)和具有期望函数(DF)的中心复合设计(CCD)的多变量技术来优化提取条件。实验结果表明,与预测值具有良好的一致性,并且在相对较低的提取时间内实现了逻辑DF。在优化条件下,获得了良好的线性范围(0.02-5.0μgL-1),测定的相关性高于0.9954。五种β-阻断剂的检测和定量限(阿替洛尔,阿普罗洛尔,吲哚洛尔,乙酰丁酚和普萘洛尔)的范围分别为4.0-6.4和13.0-19.0ngL-1。日间和日间精度(百分比相对标准偏差,n=5)低于8.3%,而医院废水样品的相对回收率(80.6-105.1%)在令人满意的范围内。因此,这种实验方法,展示了简单性,减少实验运行,有效地提高了LC-MS/MS的灵敏度,因此适用于复杂的基质样品分析。
    An environmentally friendly micro-solid phase extraction (μ-SPE) method utilizing a plant based nanocomposite as a sorbent for determination of trace level beta blockers (ß-blockers) in hospital wastewater prior to Liquid chromatography-tandem mass spectrometry (LC-MS/MS) analysis. μ-SPE extraction conditions were evaluated using a multivariate chemometric approach. Rice husk silica-carbon nanocomposite (5-20Wt.% Fe) in glycerol were synthesized via hydrolytic sol-gel method. The nanosorbent were fully characterized and then evaluated for μ-SPE of trace level ß-blockers in hospital wastewater. To establish the best extraction conditions at minimal experimental cost, multivariate techniques based on fractional factorial (FFD) and central composite designs (CCD) with desirability function (DF) were used to optimize the extraction conditions. Experimental results showed good agreement with predicted values and logical DF was realized at relatively low extraction time. Under optimized conditions, good linearity ranges (0.02-5.0μgL-1) with correlation of determinations higher than 0.9954 were obtained. The limits of detection and quantitation for the five ß-blockers (atenolol, alprenolol, pindolol, acebutolol and propranolol) ranged from 4.0-6.4 and 13.0-19.0ngL-1, respectively. Inter-day and intra-day precision (percent relative standard deviations, n=5) were lower than 8.3% while relative recoveries for hospital wastewater samples (80.6-105.1%) were in satisfactory ranges. This experimental approach therefore, demonstrated simplicity, reduction in the experimental runs, effectively increased sensitivity of LC-MS/MS and was hence suitable for complex matrix sample analysis.
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