人工神经元网络方法在毛细管电泳和色谱分析中的应用

综述了人工神经元网络方法在毛细管电泳和色谱分析中的应用,内容包括迁移(或保留)行为的预测,分离优化,模式识别及分类,重叠峰定量解析,非线性过程的模型化,峰纯度的判断等。还对人工神经元网络在色谱和毛细管电泳中将来可能的应用进行了探讨。引用文献52篇。     

毛细管电泳激光诱导荧光检测信号的小波滤噪

采用小波滤噪方法对毛细管电泳激光诱导荧光检测信号进行了处理，研究了小波变换中小波基的选择及噪声阈值的选择对滤噪的影响。结果表明，采用DB4小波基能有效消除毛细管电泳激光诱导荧光检测信号中存在的噪声，使信噪比得到较大改善。     

用于毛细管电泳或微芯片电泳的半导体激光诱导荧光检测方法

激光诱导荧光是毛细管电泳和微芯片电泳重要的检测方法。半导体激光器（或称激光二极管）以其价格低、体积小,寿命长、稳定可靠的优势,在激光诱导荧光分析方面,得到了人们的广泛重视。特别是在分析仪器小型化的时代,会带来巨大的影响：本文就其与毛细管电泳和微芯片电泳联用的检测装置、检测方法,荧光试剂,分析应用和发展趋势作了综述。     

基于神经网络的微芯片电泳信号分析

神经网络具有自学习、自组织、自适应的能力。应用神经网络将高斯函数对电泳分离曲线峰形进行拟合，提取微芯片电泳信号的特征，通过分析结果，对微芯片电泳实验的分离条件作出指导。     

增强型电荷耦合器件用于毛细管电泳激光诱导荧光的检测

增强型电荷耦合器件用于毛细管电泳激光诱导荧光的检测马明生，吴晓军，刘国诠（中国科学院化学研究所，北京，１０００８０）关键词增强型电荷耦合器件，激光诱导荧光，毛细管电泳，异硫氰酸荧光黄近年来，毛细管电泳技术在生化分离、分析中得到广泛的应用。目前，毛细管...     

连翘的毛细管电泳指纹图谱研究

采用毛细管区带电泳法,以75 mmol/L硼砂溶液(用0.1 mmol/L氢氧化钠溶液调pH 9.7)为背景电解质,运行电压14 kV,检测波长228 nm,重力进样15 s(高度9 cm),建立了连翘药材的毛细管电泳指纹图谱(CEFP)。将10个不同产地的连翘药材进行比较,按各电泳峰共有率fi≥70%作为选择电泳指纹峰的依据,确定连翘的毛细管电泳指纹峰为29个。在方法的精密度和重复性试验中,各指纹峰的相对迁移时间的相对标准偏差(RSD)不大于5%,相对峰面积的RSD约为2%~15%。10个产地的连翘药材的CEFP与其对照CEFP的相似度均不低于0.94。同时,采用指纹图谱信息量指数I和相对信息量指数Ir评价了10个产地连翘药材的质量差异。     

毛细管电泳与芯片毛细管电泳的双检测技术

综述了毛细管电泳和芯片毛细管电泳的3种双检测技术,包括荧光-散射等光学双检测技术、安培-非接触电导等电化学双检测技术和荧光-非接触电导等光电联用双检测技术.介绍了3种双检测方法的仪器的检测原理及应用,并展望了双检测技术的发展前景.引用文献54篇.     

毛细管电泳涂层研究进展

近年来,随着毛细管电泳与质谱、激光诱导荧光检测等联用技术的飞速发展,毛细管电泳技术在生命科学、环境保护、食品检验等领域得到广泛应用.对毛细管内壁进行涂层改性是提高毛细管电泳的分离效果和重现性,抑制分析物与毛细管内壁间吸附作用的最有效、最常用的方法.该文根据涂层材料的种类和制备机理,分别综述了近年来非共价键合和共价键合毛...     

毛细管电泳径向基神经网络校正法定量分析核苷

采用径向基神经网络算法对一组已知样品的核苷及内标物浓度与毛细管电泳峰面积数据进行回归计算,建立峰面积与核苷浓度之间的关系模型,对未知样品中待测核苷浓度作出预测,形成了毛细管电泳定量分析新方法．将其用于鸟嘌呤核苷含量测定,所建模型预测结果平均相对误差为0．86％,明显低于线性回归及BP神经网络模型的2．60％和1．07％．研究结果表明,本方法简便易用,能有效提高毛细管电泳定量分析的准确度,优于线性回归及BP神经网络法．     

毛细管区带电泳法测定尿中甲酸含量

采用高效毛细管区带电泳法测定人体尿中甲酸含量,尿样经过滤后直接进样,方法简单、快速,测定结果令人满意。电泳电解质体系采用５ｍｍｏｌ／Ｌ邻苯二甲酸氢钾,０．５ｍｍｏｌ／Ｌ十六烷基三甲基溴化铵,ｐＨ６,５０ｃｍ×５０μｍｉ．ｄ．熔融石英毛细管（有效长度４８．５ｃｍ）,检测波长２１０ｎｍ,负电源,分离电压３０ｋＶ,压力进样,恒温２５℃,每次电泳前用０．１ｍｏｌ／ＬＮａＯＨ及缓冲溶液对毛细管各冲洗５ｍｉｎ。同时,采用检测波长与参比波长对调的方法使负峰转变为正峰。     

A new mathematical function for describing electrophoretic peaks

A new model is proposed for characterizing skewed electrophoretic peaks, which is a combination of leading and trailing edge functions, empirically modified to get a rapid recovery of the baseline. The peak model is a sum of square roots and is called thereby "combined square roots (CSR) model". The flexibility of the model was checked on theoretical and experimental peaks with asymmetries in the range of 0-10 (expressed as the ratio of the distance between the center and the trailing edge, and the center and the leading edge of the chromatographic peak, measured at 10% of peak height). Excellent fits were found in all cases. The new model was compared with other three models that have shown good performance in modelling chromatographic peaks: the empirically transformed Gaussian, the parabolic Lorentzian-modified Gaussian, and the Haarhoff-van der Linde function. The latter model was proposed recently to describe electrophoretic peaks. The CSR model offered the highest flexibility to describe electrophoretic peak profiles, even those extremely asymmetrical with long tails. The new function has the advantage of using measurable parameters that allow the direct estimation of peak areas, which is useful for quantitative purposes.     

Resolution of overlapped peaks of amino acid derivatives in capillary electrophoresis using multivariate curve resolution based on alternating least squares

The application of chemometric techniques to the resolution of overlapped peaks in capillary electrophoresis (CE) is described. When a physical separation can not be completely accomplished, chemometrics might still resolve the determination of the analytes mathematically. CE with diode array detection can provide a large amount of data consisting of spectra registered over time. In this study, the capillary electrophoretic separation of 1,2-naphthoquinone-4-sulfonate derivatives of amino acids is studied. Most of the common amino acid derivatives can be separated at 30 kV in a fused-silica capillary by using a 40 mM sodium tetraborate + isopropanol (3:1 v/v) solution as background electrolyte. However, peaks of certain derivatives (Phe, His, Leu and Ile) still overlap. A multivariate curve resolution method based on an alternating least squares optimization procedure is used for the resolution of the overlapped electrophoretic peaks. The method takes advantage of spectral and electrophoretic differences of analytes to recover their pure electrophoretic and spectral profiles. In addition, each analyte in the mixture can be quantified using the corresponding standards.     

Automated detection of differently expressed fragments in mRNA differential display

We present a novel method for the automated detection of fragments showing dissimilar expression in mRNA differential display. The analysis is based on aligning the numerical electrophoretic lane data in respect of a given distance function defined on a set of fragments, or signal peaks in general. We presume that significant dissimilarities between peaks result in extreme score values computed for aligned peak pairs. Whereas in sequence comparison, an overall sequence similarity score is conventionally used, the current method defines a special dissimilarity score for searching the peak pairs showing the largest relative differences between the lanes. The output of the analysis is a highly reduced list of peak pairs, along with a set of associated features extracted from the lanes. Only the peaks of this list need to be visually confirmed instead of the vast amount of peaks in the original electrophoretic results. The results obtained by the algorithm correlate well with results of visual evaluation of the same electropherograms. The current algorithm may be applied to the study of complex expression patterns in multiple lanes and, in general, to automated recognition of variously defined patterns of quantitative electrophoretic data.     

稳定的多色电泳分散液制备及低电压电子纸显示

为提高电子纸电泳分散液(电泳液)的稳定性并降低使用电压,采用毕克公司的BYK161和BYK110对二氧化钛等颜料复配,制备高稳定的红、绿、蓝、黄、黑各色电泳液,组装成电子纸器件,通过紫外分光光度计对电子纸颜料的反射特征峰进行动力学测试,研究它们的对比度与双稳性,经测定:所得电子纸具有相同的开关时间(470-510 ms),沉降时间(t_1/3)为72 h,对比度可达7,具有良好的双稳性,适用于低电压多色电子纸显示。     

Identification of the electrophoretic peaks of the phenylthiohydantoin derivatives of amino acids

Two techniques for identifying the peaks of phenylthiohydantoin (PTH) amino acids separated under the conditions of micellar electrokinetic chromatography were compared. The first technique is linear regression analysis, in which the retention time of an amino acid is a function of the retention times of two retention-time standards. The second technique takes into account hydrophobicity constants logD′, which were calculated using the ACD/LC Simulator 8.0 program package from ACDLabs (Canada). These constants provide an opportunity to calculate the relative migration times of PTH amino acids taking into account the velocity of the electroosmotic flow. The first technique allows us to identify the electrophoretic peaks of all 16 amino acids separated; the second procedure allows us to predict the elution order of the electrophoretic peaks; the use of a correlation equation gives better results.     

Electrophoretic behavior of individual nuclear species as determined by capillary electrophoresis with laser-induced fluorescence detection

We determined the feasibility of using capillary electrophoresis with postcolumn laser-induced fluorescence (CE-LIF) detection to characterize electrophoretic properties of isolated cell nuclei and impurities present in nuclear fractions. These fractions were isolated from NS-1 mouse hybridoma cells, stained with hexidium iodide, a DNA intercalating dye, and analyzed by CE-LIF detection. The corresponding electropherograms display two features: (i) broad peaks (6-90 s wide) caused by the cell culturing media and by free-DNA intercalated with hexidium iodide, and (ii) a large number of narrow peaks (180 ms wide), resulting from DNA associated with individual intact or disrupted nuclei. We confirmed that the narrow peaks were not caused by contaminating mitochondria. The overall electrophoretic mobility range of disrupted nuclei is 0 to -5 x 10(-4)cm(2)/Vs, while intact nuclei seem to have mobilities in the -1.5 to -3.5 x 10(-4)cm(2)/Vs range. Furthermore, the highly sensitive CE-LIF method reveals a high abundance of disrupted nuclei that cannot be directly observed by confocal microscopy.     

Multiple peak formation of avidin on an iminobiotin affinity support

When pure avidin is chromatographed on a homemade iminobiotin column, two distinct peaks are observed using a gradient solvent system starting with a pH 9 buffer. Proteins in both peaks are shown to be identical by nondenatured polyacrylamide gel electrophoretic experiment. The weak interaction of the protein with the stationary phase at pH 9 could cause this unusual behavior.     

芯片毛细管电泳-激光诱导荧光-电荷耦合器件检测系统

采用自组建的芯片毛细管电泳－激光诱导荧光－电荷耦合器件（CCD）检测系统在数十秒内满意地分离了曙红和荧光素。设计了一种进样、分 离电路,可以有效地消除进样通道的样品溶液向分离通道的渗漏。解决了由这种渗漏所引起的电泳峰变宽、拖尾等问题。提高了芯片毛细管电泳的分辨率和分离效率。     

Capillary electrophoresis of associative diblock copolymers.

Water soluble diblock copolymers composed of a long poly(styrene sulfonate) chain (between 200 and 400 monomers) and a short poly(ethylene propylene) or poly(tert.-butylstyrene) hydrophobic end (20-50 monomers) are highly associative and form micelles in aqueous solution. The micelles are composed of a small hydrophobic core and a polyelectrolyte corona, the dimensions of which can be estimated by neutron and light scattering. These physical techniques are, however, not amenable to discriminate easily between the free copolymer and the copolymer micelle. Capillary electrophoresis was implemented in this work as a new and effective tool to investigate the behaviour of such associative copolymer systems. Since the rate of exchange between the micellised and free states is very slow in comparison with the time scale of the electrophoretic process, the electropherograms of the diblock copolymers obtained in plain aqueous borate buffers exhibit two peaks assigned to the two states mentioned above. The identification of the two peaks was first made on the basis of the retention orders of the two peaks equally obtained in similar conditions by size-exclusion chromatography. The copolymer micelles appeared to have a smaller electrophoretic mobility than the free copolymers. This peak assignment is also consistent with the observed ratio of the time-corrected peak areas and peak dispersions. The effects of the copolymer concentration, electric field, temperature and hydroorganic composition of the medium was also studied. Such systems do not exhibit a defined concentration threshold equivalent to a classical critical micelle concentration. Adding methanol to the electrolyte resulted in the progressive loss of baseline return between the two peaks, which might be attributed to a slight increase in the rate of exchange between the two states. Finally, adding a neutral surfactant to the electrolyte at a concentration in excess of its critical micelle concentration resulted in a decrease in the electrophoretic mobility of the peak attributed to the free copoplymer, while the electrophoretic mobility of the copolymer micelle remained unperturbed.     

Characterization of paromomycin sulfate by capillary electrophoresis with UV detection after pre-capillary derivatization

Summary A capillary electrophoretic method has been developed for determination of the components of the paromomycin mixture salt. Paromomycin was detected at 330 nm after pre-capillary derivatization witho-phthaldialdehyde and thioglycolic acid. The electrophoretic separation was performed in a fused-silica capillary at 25°C and 18kV with a background electrolyte comprising 40mm sodium tetraborate, 3mm β-cyclodextrin, and 12.5% (v/v) methanol. Although the analysis time was reduced to 10min, five peaks could be separated to baseline. The relative standard deviation of the ratios (peak area/internal standard peak area) was <5% for all peaks.