主成分分析同时单点R滴定法研究

将主成分分析用于单点Ｒ滴定法中，同时测定了镍矿中Ｎｉ，Ｃｕ，Ｃｏ含量，讨论了方法原理，指定电位的选择，建立了主成分分析常数矩阵，对２０个模拟样和矿样进行了分析，均获得满意结果。     

三维荧光二阶校正法用于未知混合物中苯酚含量的测定

将三维荧光光谱技术与秩消失因子分析、广义秩消失因子分析和交替三线性分解3种二阶校正方法相结合,建立了测定未知混合物中苯酚含量的三维荧光二阶校正新方法。设定在激发波长240~280 nm和发射波长280~360 nm范围内测定未知混合物中苯酚的三维荧光光谱,构建三维响应数据阵,运用基于三线性分解的二阶校正算法进行解析。结果表明,当模拟样品的组分数为2时,秩消失因子分析、广义秩消失因子分析和交替三线性分解3种方法测定苯酚的预测均方根误差分别为0.33,1.18和0.15,平均回收率分别为101.6%,115.6%和101.9%;当组分数为3时,3种方法的预测均方根误差则分别为1.61,1.80和0.51,平均回收率分别为134.2%,133.9%和107.1%;将其分别应用于实际样品中苯酚的测定,结果满意,且交替三线性分解法的测定结果优于秩消失因子分析法和广义秩消失因子分析法。     

分子荧光-基于主成分分析优化输入变量的径向基函数神经网络法测定尿液中的诺氟沙星

将主成分分析用于优化径向基函数神经网络的输入变量,用于提高神经网络模型的预测能力。方法能有效地解决分子荧光光谱法测定尿液中诺氟沙星过程中尿液中内源性荧光物质的干扰。在优化条件下,径向基函数神经网络模型对尿液中诺氟沙星的平均预测误差为15.34%,神经网络结构为2∶3∶1。方法已用于测定尿液中的诺氟沙星。     

非线性主成分回归分光光度法同时测定复方制剂中两组分的含量

构造多组分体系的非线性模型,并用主成分回归法来解析,建立了同时测定两组分的非线性主成分回归分光光度法,方法用于复方苯甲酸制剂中苯甲酸和水杨酸含量的测定,结果优于线性主成分回归分光光度法。     

复合近红外光谱法在牛奶测定中的应用

研究了用于快速测定牛奶主要成分含量的近红外透射光谱法和漫反射光谱法,分析了两种方法在实际测量中的差异,并提出将两种方法结合形成复合光谱法用于牛奶成分含量的检测。结果表明:复合光谱法的应用有效地提高了多变量回归分析中牛奶成分含量的预测精度。     

反相高效液相色谱法及电喷雾离子阱质谱法分析中药复方制剂肾宝片

建立了一种反相高效液相色谱梯度洗脱,以检测波长切换方法,同时测定中药复方制剂肾宝片中5种主要成分的含量。采用Alltima C18柱,以乙腈-水为流动相,用检测波长切换法,将5种主要成分分离测定,并采用高效液相色谱与电喷雾离子阱质谱(MS^3)联用,成功分离和鉴别了该制剂中的20种成分。本文建立的方法简便、灵敏、准确、可靠,可用于中药制剂肾宝片的质量控制。     

秩消因子分析—荧光光度测定某些食物中的营养元素硒

本文应用秩消因子分析－荧光光度法测定了食物中营养元素硒的含量，与文献〔１〕报道的ＤＡＮ－荧光光度法测定结果比较，具有良好的统计学一致性，从而为简化实验操作，改善痕量硒测定的准确性和灵敏度提供了新的可能。     

气相色谱-质谱法鉴别香水样品真伪

建立气相色谱-质谱法鉴别香水样品真伪的方法。利用气相色谱-质谱联用法测定香水中化学成分及其含量，按照商品不同价位将分析数据分组进行主成分分析以及偏最小二乘分析，并通过模型载荷图与变量投影重要性分析，判断影响香水真假的主要差别成分。结果显示，主成分分析构建的模型可行性优于偏最小二乘-判别分析构建的模型，影响香水真假的主要差别成分为芳樟醇。该方法可用于真假香水的鉴别。     

主成分分析-支持向量回归建模方法及应用研究

将主成分分析(PCA)用于近红外光谱的特征提取,并与支持向量回归(SVR)相结合,实现了主成分分析-支持向量回归(PCA-SVR)用于近红外光谱定量分析的建模方法。与单纯的SVR方法相比,不仅提高了运算速度,而且提高了模型的预测准确度。将PCA-SVR方法用于烟草样品中总糖和总挥发碱含量的测定,所得结果的预测均方根误差分别为1.323和0.0477;回收率分别为91.8%~112.6%和88.9%~120.2%。     

测定七叶树制剂中七叶皂苷Ia含量的高效液相色谱法

建立了利用七叶皂苷Ia作为指标性成分测定制剂中七叶皂苷含量的方法，采用ODS柱，乙腈-0.02％（ф）磷酸（体积比37：63）为流动相，在210nm进行测定；该法的回收率为96％-98％，RSD为0.8％（n=5）；实验表明该法简便、快速、适用性好。     

Rapid quality assessment of Radix Aconiti Preparata using direct analysis in real time mass spectrometry

This study presents a novel and rapid method to identify chemical markers for the quality control of Radix Aconiti Preparata, a world widely used traditional herbal medicine. In the method, the samples with a fast extraction procedure were analyzed using direct analysis in real time mass spectrometry (DART MS) combined with multivariate data analysis. At present, the quality assessment approach of Radix Aconiti Preparata was based on the two processing methods recorded in Chinese Pharmacopoeia for the purpose of reducing the toxicity of Radix Aconiti and ensuring its clinical therapeutic efficacy. In order to ensure the safety and effectivity in clinical use, the processing degree of Radix Aconiti should be well controlled and assessed. In the paper, hierarchical cluster analysis and principal component analysis were performed to evaluate the DART MS data of Radix Aconiti Preparata samples in different processing times. The results showed that the well processed Radix Aconiti Preparata, unqualified processed and the raw Radix Aconiti could be clustered reasonably corresponding to their constituents. The loading plot shows that the main chemical markers having the most influence on the discrimination amongst the qualified and unqualified samples were mainly some monoester diterpenoid aconitines and diester diterpenoid aconitines, i.e. benzoylmesaconine, hypaconitine, mesaconitine, neoline, benzoylhypaconine, benzoylaconine, fuziline, aconitine and 10-OH-mesaconitine. The established DART MS approach in combination with multivariate data analysis provides a very flexible and reliable method for quality assessment of toxic herbal medicine.     

HPLC Fingerprint with Multi-components Analysis for Quality Consistency Evaluation of Traditional Chinese Medicine Si-Mo-Tang Oral Liquid Preparation

Si-Mo-Tang(SMT) oral liquid preparation, a traditional Chinese medicine, was prepared from four crude herbal drugs, Fructus Aurantii Submaturus, Radix Aucklandiae, Semen Arecae and Radix Linderae Aggregatae. A combinative method using HPLC fingerprint and quantitative analysis was developed and validated for quality consistency evaluation of SMT. Individual HPLC chromatograms were evaluated against the mean chromatogram generated via a similarity evaluation computer program. Data from chromatographic fingerprints were also processed with principal component analysis(PCA) and hierarchical cluster analysis(HCA). Additionally, six components (naringin, isonaringin, hesperidin, neohesperidin, norisoboldine and potassium sorbate) in SMT were simultaneously determined to interpret the quality consistency. For fingerprint analysis, 20 peaks were selected as the characteristic peaks to evaluate the similarities of 26 SMT collected from different manufacturers. Among the 20 characteristic peaks, 10 peaks were assigned to be naringin, hesperidin, neohesperidin, isonaringin, neoeriocitrin, tangeretin, nobiletin, norisoboldine, 5-(ethoxymethyl)furan-2-carbaldehyde and potassium sorbate, respectively. The results of similarity analysis, PCA and HCA, indicate that the samples from different manufacturers were consistent with each other in composition. The results from the quantitative data show that the contents of six compounds were significantly different in SMT oral liquid preparations from different manufacturers. The combinative method of chromatographic fingerprint with quantitative analysis developed here offered an efficient way for the quality consistency evaluation of the traditional Chinese medicine SMT.     

Dynamic changes of metabolite accumulation in Scrophulariae Radix based on liquid chromatography–tandem mass spectrometry combined with multivariate statistical analysis

Scrophulariae Radix is one of the most popular traditional Chinese medicines. The harvesting time of Scrophulariae Radix is closely related to the quality of products in this traditional Chinese medicine. The goal of the study is to analyze the dynamic changes of metabolite accumulation in Scrophulariae Radix. The difference of constituents in Scrophulariae Radix harvested at different times was analyzed by liquid chromatography with triple quadrupole‐time of flight tandem mass spectrometry coupled with principal component analysis and partial least‐square discriminant analysis. According to the accurate mass of molecular and product ions provided by triple quadrupole‐time of flight tandem mass spectrometry, a total of 30 differential constituents were identified. Furthermore, the contents of ten index differential constituents in Scrophulariae Radix were simultaneously determined by liquid chromatography coupled with triple quadrupole‐linear ion trap tandem mass spectrometry. Gray relational analysis was performed to evaluate the samples harvested at different times according to the contents of ten constituents. All of the results demonstrated that the quality of Scrophulariae Radix collected at traditional harvest time was better. This study will provide the basic information for revealing the dynamic change law of metabolite accumulation of Scrophulariae Radix and exploring its quality forming mechanism.     

Authentication of Radix Aucklandiae and its substitutes by GC-MS and hierarchical clustering analysis

Radix Aucklandiae (Muxiang in Chinese), the dried root of Aucklandia lappa, is used as a medicinal material for digestive system disorders in traditional Chinese medicine for centuries. Owing to the similarity of morphologies and trade names, Radix Vladimiriae (Chuan-Muxiang), the roots of Vladimiria souliei and V. souliei var. cinerea, and Radix Inulae (Tu-Muxiang), the roots of Inula helenium and Inula racemosa, as well as the renal toxic aristolochic acid containing Radix Aristolochiae (Qing-Muxiang), the roots of Aristolochia debilis and Aristolochia contorta, are often used confusedly as the substitutes of Radix Aucklandiae. In order to ensure the effective and safe utility of Radix Aucklandiae, a GC-MS method was developed to generate the chemical profiles of essential oils of Radix Aucklandiae and its substitutes. In addition, hierarchical clustering analysis was used to compare the similarities of these chemical profiles. It was found that all the samples of A. lappa have similar chemical profiles and were clustered into one group, while the samples of Radix Vladimiriae, Radix Inulae, and Radix Aristolochiae were clustered into their own independent groups, respectively, suggesting that together with hierarchical clustering analysis, chemical profiles of essential oils generated by GC-MS could objectively discriminate Radix Aucklandiae from its common substitutes.     

High‐performance liquid chromatography with photodiode array detection and chemometrics method for the analysis of multiple components in the traditional Chinese medicine Shuanghuanglian oral liquid

Shuanghuanlian oral liquid, a traditional Chinese medicine preparation, is a mixture of three herbs (Flos Lonicerae, Radix Scutellariae and Fructus Forsythiae). In this study, the quantitative analysis of three main active compounds, chlorogenic acid, forsythin and baicalin in samples from different manufacturers was performed rapidly by high‐performance liquid chromatography coupled with photodiode array detection followed by Contour Projection coupled to stepwise regression treatment of the obtained three‐dimensional spectra in which the partial overlap between adjacent target components existed. The method was validated for linearity (R>0.9940), precision (RSD<1.25%), recovery (92.20–102.50%), limit of detection (0.01–0.02 μg/mL) and limit of quantification (0.03–0.07 μg/mL). The results indicated that the combination of the three‐dimensional spectra of traditional Chinese medicine and Contour Projection‐stepwise regression offered an accurate, simple, low‐cost and eco‐friendly way for the rapid quantitative analysis of Shuanghuanlian oral liquid samples.     

Static headspace‐multicapillary column with gas chromatography coupled to ion mobility spectrometry as a simple approach for the discrimination of crude and processed traditional Chinese medicines

The processing procedure can alter the nature and chemical transformation of traditional Chinese medicine to accommodate different clinical dispensing and preparation requirements. In this study, static headspace‐multicapillary column with gas chromatography coupled to ion mobility spectrometry was developed for the rapid and sensitive discrimination of crude and processed traditional Chinese medicine. Using Radix Paeoniae Alba as a traditional Chinese medicine model, the combined power of this approach was illustrated by classifying the crude and processed Radix Paeoniae Alba samples into two main categories. The contents of the main components in Radix Paeoniae Alba varied significantly. The established method could promote the use of ion mobility spectrometry in intrinsic quality control and differentiation of herbal medicines from other processed products or preparations.     

Characterization of chemical composition variations in raw and processed Codonopsis Radix by integrating metabolomics and glycomics based on multiple chromatography-mass spectrometry technology

Codonopsis Radix, a popular food homology medicine, is widely used in clinical traditional Chinese medicine and food supplement, raw products and three types of processed products are the main forms of decoction pieces in China. However, there is no scientific basis for comprehensive chemical characterization of raw and three types of processed products. Herein, we investigated qualitatively and quantificationally secondary and primary metabolites in raw Codonopsis Radix and three types of processed products by metabolomics and glycomics employing multiple chromatography-mass spectrometry technology combined with chemometric analysis further to look for differential compounds and propose the processing-induced chemical mechanisms. The results indicated that Codonopsis Radix became dark-colored and the smell of burnt incense odor was observed after processing. The principal component analysis demonstrated that secondary metabolome and glycome were significantly altered between raw and processed products, and 36 differential secondary metabolites and 11 differential primary metabolites were finally screened through orthogonal partial least-squares-discriminant analysis. The main types of compounds are alkaloids, terpenoids, glycosides, amino acids, monosaccharides, oligosaccharides, and furfural derivatives. Meanwhile, Chemical mechanisms could be involved, including oxidation, glycosidic hydrolysis, esterification, dehydration, and Maillard reaction. This work supplies a chemical basis for the application of various types of Codonopsis Radix decoction pieces.     

基于新型介质阻挡放电离子源的药物快速检测方法研究

本研究将单电极放电技术的DBDI与质谱(MS)联用,快速检测了4种低极性的合成药物,结果表明,4种合成药物主要生成[M+H]+分子离子.此外还利用DBDI-MS对草乌、制草乌切片进行快速分析,在草乌中检测到乌头碱、中乌头碱、脱氧乌头碱的[M+H]+离子,以及[M+H-60]+碎片离子;在制草乌中只检测到乌头碱、中乌头碱、脱氧乌头碱的[M+H-60]+碎片离子.所测草乌中的标志性药效成分主要为双酯类生物碱,制草乌中的标志性药效成分主要为单酯类生物碱.新型DBDI为药物研究提供了一种新的、快速检测方法,具有十分重要的理论和实际应用意义,在药物研究领域具有极大的应用潜力.     

补肾益脾方剂中Se的测定

采用荧光法测定了补肾益脾方剂中党参、枸杞子、当归、补骨脂、何首乌、女真子、菟丝子等中的Ｓｅ含量。为探索富Ｓｅ中草药提供依据，可作为低Ｓｅ患者补Ｓｅ的参考。