Retention modeling and simultaneous optimization of pH value and gradient steepness in RP-HPLC using feed-forward neural networks

A novel approach is proposed for the simultaneous optimization of mobile phase pH and gradient steepness in RP-HPLC using artificial neural networks. By presetting the initial and final concentration of the organic solvent, a limited number of experiments with different gradient time and pH value of mobile phase are arranged in the two-dimensional space of mobile phase parameters. The retention behavior of each solute is modeled using an individual artificial neural network. An "early stopping" strategy is adopted to ensure the predicting capability of neural networks. The trained neural networks can be used to predict the retention time of solutes under arbitrary mobile phase conditions in the optimization region. Finally, the optimal separation conditions can be found according to a global resolution function. The effectiveness of this method is validated by optimization of separation conditions for amino acids derivatised by a new fluorescent reagent.

Retention modeling and optimization of pH value and solvent composition in HPLC using back-propagation neural networks and uniform design

A novel method for the optimization of pH value and composition of mobile phase in HPLC using artificial neural networks and uniform design is proposed. As the first step. seven initial experiments were arranged and run according to uniform design. Then the retention behavior of the solutes is modeled using back-propagation neural networks. A trial method is used to ensure the predicting capability of neural networks. Finally, the optimal separation conditions can be found according to a global resolution function. The effectiveness of this method is validated by optimization of separation conditions for both basic and acidic samples.

Study of normal and modified nucleosides in serum by RP-HPLC

Modified nucleosides derived predominantly from transfer ribonucleic acid (tRNA) have been studied as possible tumor markers. In this paper a reversed-phase high-performance liquid chromatographic (RP-HPLC) method has been applied to study 15 normal and modified nucleosides in serum. The nucleoside levels in normal human serum were established, and the concentrations of 15 nucleosides in serum from 19 cancer patients were determined, it was found that the concentrations of modified nucleosides were significantly higher in patient sera. Based on 15 nucleoside concentrations in serum, factor analysis could classify correctly 90% of cancer patients from the normal humans Further work showed that urine was slightly better than serum when determining nucleosides as biological marker candidates. More work is ongoing to determine the clinical usefulness of modified nucleosides as tumor markers.

Excretion pattern investigation of urinary normal and modified nucleosides of breast cancer patients by RP-HPLC and factor analysis method

Modified nucleosides, formed post-transcriptionally in RNA by a number of modification enzymes, are excreted in abnormal levels in the urine of patients with malignant tumors. To test their usefulness as tumor markers, and to compare them with the conventional tumor markers, a reversed-phase high-performance liquid chromatographic (RP-HPLC) method and a factor analysis method have been used to study the excretion pattern of nucleosides of breast cancer patients. A clear cut differentiation of the breast cancer group and the healthy individuals in two clusters without overlapping was obtained. Copyright (C) 2000 John Wiley & Sons, Ltd.

水和土壤中LAS的提取及HPLC测定

<正> 1 引言合成洗涤剂中直链烷基苯磺酸盐(LAS)是目前生产和使用量最大的表面活性剂[1],同时也是环境中最常见、分布最广的有机污染物[2,3]。它可通过生活污水、垃圾及工业废水废渣等多种途径进入水体和土壤,造成了不同程度的环境污染[4,5]。准确、快速、经济地提取和测定环境样品中的LAS含量,是防治其污染的必要手段。目前水样中LAS的提取方法多为液-液提取法,土壤样品中LAS的提取多用索氏提取法。但这些方法步骤繁琐、费时,试剂消耗量大,且重现性不好[1]。本研究旨在建立一个快捷、准确、经济的水和土壤中LAS的提取和测定方法。 2 材料与方法

Characterization of saccharides and phenolic acids in the Chinese herb Tanshen by ESI-FT-ICR-MS and HPLC

This study sought to determine the main components (saccharides and phenolic acids) in crude extract of the Chinese herb Tanshen by electrospray ionization Fourier transform ion cyclotron resonant mass spectrometry (ESI-FT-ICR-MS) in negative-ion mode. Eleven compounds were identified as phenolic acids by exact mass measurement and further confirmed by sustained off-resonance irradiation (SORI) CID data. In addition, monosaccharicles and oligosaccharides (n = 2 similar to 5) and a serial of corresponding anionic adducts of saccharide were observed without adding any anions additionally to the extract solution, and the anionic components were unambiguously identified as H2O, HCl, HCOOH, HNO3, C3H6O2, H2SO4 and C5H7NO3 according to the exact mass measurement results.

Studies on the stability of diester-diterpenoid alkaloids from the genus Aconitum L. by high performance liquid chromatography combined with electrospray ionisation tandem mass spectrometry (HPLC/ESI/MSn)

The stability of diester-diterpenoid alkaloids (DDA) from plants of the genus Aconitum L. has been studied in different solvents and pH buffers. The HPLC/ESIMS method for analysing the concentration of DDA was established and DDA's decomposition products were elucidated by HPLC/ESI-MS/MSn. In different solvents, e.g. dichloromethane, ether, methanol and distilled water, the decomposition pathways of DDA are quite different and their difference in stabilities depends on the difference of their structures, in which substituents at the N atom and substituents at C-3 are different. The pyrolytic products of DDA, such as deacetoxy aconitine-type alkaloids, have been observed in the above solvents, whereas 8-methoxy-14-benzoyl aconitine-type alkaloids have been obtained only in methanol.

生附片化学成分的HPLC/ESI-MS~n研究

采用高效液相色谱与电喷雾质谱联用技术,对生附片的化学成分进行了系统的研究.并辅以提取离子色谱方法.发现微量的化学成分.通过保留时间,质荷比及多级串联质谱数据,共鉴定了48个成分,其中双酯型生物碱8个,单酯型生物碱7个,脂型生物碱29个.其中双酯型生物碱是生附片中的主要成分,而单酯型和脂型生物碱的含量和种类较少.

西洋参与北沙参的HPLC、ESI-MS指纹图谱识别

目的:通过HPLC、ESI-MS指纹图谱对中药西洋参与北沙参进行鉴别。方法:利用HPLC和ESI-MS技术,优化西洋参、北沙参提取物的色谱和质谱分离分析条件,建立二者HPLC、ESI-MS指纹图谱。结果:确定出西洋参与北沙参HPLC的各色谱峰相对保留时间;根据MS图中各成份的m/z值,确定相应成分的分子量。二者的液相色谱和质谱指纹图谱完全不同。结论:通过HPLC、ESI-MS指纹图谱可以完全鉴别中药西洋参与北沙参,方法简单准确,重现性好,具有实用价值。