利用样本成分耗散物的非线性化学指纹图谱原理及相似度计算与评价

在恒温恒压条件下,以丙酮和样本中底物作为主要耗散物的不同成分的样本对非线性化学反应机理产生不同影响,从而引起反应体系电位-时间曲线形状不同变化为特征的B-Z化学振荡体系为例,就非线性化学指纹图谱原理进行了详细研究和讨论,并提出了计算非线性化学指纹图谱系统相似度的通用方法.利用系统相似度和欧氏距离、相关系数及夹角余弦对不同生产批次古汉养生精和18种其他样本的非线性化学指纹图谱的相似度进行了计算与分析.结果表明,相关系数和夹角余弦都不能用来作为评价非线性化指纹图谱相似度的指标.利用欧氏距离公式计算指纹图谱的非参数型相似度时,能正确反映指纹图谱的特征差异,但用其计算参数型相似度时,则有时不能正确反映样本非线性化学指纹图谱特征差异的相对程度.系统相似度能最真实反映样本指纹图谱之间差异程度,是4种相似度计算方法中最好的,可用于非线性化学指纹图谱相似度计算与评价.成功提出了一种经济、简便、易行和有效的鉴别样本真伪与评价其质量的科学方法.     

化学指纹图谱的相似性测度及其评价方法

提出化学指纹图谱相似性测度概念,并以峰数弹性、峰比例同态性和峰面积同 态性为评价指标,用于多角度评价化学指纹图谱相似性测试优劣,根据这些评价指 标,用计算机仿真方法研究比较了6种相似性测度,结果表明夹角余弦测试用于度 量指纹图谱间谱峰比例的波动较适宜,峰匹配测度可较灵敏地检测小峰个数波动, 而欧氏距离测试则具有较好的综合评价能力。最后,采用实测的参麦注射液色谱分 析谱图。研究考察了上述计算机仿真实验结果,证明仿真结果符合实际情况,这表 明本研究方法可用于评价化学指纹图谱相似性测度。     

双定性双定量相似度法评价银杏达莫注射液的高效液相色谱指纹图谱

建立了色谱指纹图谱的双定性双定量相似度评价法,并应用于银杏达莫注射液的高效液相色谱（HPLC）指纹图谱的评价。采用反相HPLC,以芦丁为参照物峰,确定了41个共有峰,建立了银杏达莫注射液的对照指纹图谱。以双定性相似度S和S′、双定量相似度C和P评价银杏达莫注射液的HPLC指纹图谱,分别考察在大峰缺失和小峰缺失两种情况下,4个相似度指标的变化特征。S能反映化学成分的分布比例,受大峰影响严重,无法反映小峰的丢失; S′对所有指纹峰等权,反映小峰缺失灵敏,二者构成双定性相似度。C能反映样品共有峰的总体含量,但受大峰影响严重,无法反映小峰的缺失; P对所有峰积分值等权,能较好地反映小峰的变动,二者构成双定量相似度。因此,由S与S′、C与P构成的双定性双定量相似度法能同时监测大峰和小峰的变动与缺失,能准确地解决色谱指纹图谱的宏观定性和定量评价问题。同时还提出了方向余弦作为对照指纹图谱的特征指纹的概念和分解相似度的概念,以此考察了各指纹峰对相似度贡献的大小及其在不同程度缺失时4种相似度的变化情况。所建立的HPLC对照指纹图谱可用于银杏达莫注射液的质量控制。     

Qualitative and quantitative assessment of the HPLC fingerprints of Ginkgo biloba extract by the involution similarity method.

In this paper, we develop a new method for evaluating chromatographic fingerprints of traditional Chinese medicine (TCM) by the average involution similarity and the quantitative involution similarity. To validate this novel approach, we studied the chromatographic fingerprints of Ginkgo biloba extract by the new similarity parameters. The results were compared with those of the cosine of vectorial angle (S(F)), the correlative coefficient (r) and some other quantitative parameters, such as the apparent quantitative similarity of fingerprint R% and the average mass percentage M%. The approach represented in this paper was proved to well reflect the similarity alteration of each batch of Ginkgo biloba extract and the quantitative differences of the extracted constituents. The S(gxq) and S(gxsq) are the best qualitive and quantitative similarity parameters of all those mentioned in this paper; they can be profitably used for the qualitative and quantitative assessments of TCM chromatographic fingerprints. Through this study, the quality evaluation of TCM can be simplified by using only one parameter of with the qualitive and quantitative functions proposed in this paper.     

利用样本成分耗散物的非线性化学指纹图谱的检测方法、条件、特点和应用

分析了适用于测定样本非线性化学指纹图谱的热力学体系和动力学模型,结果表明,在远离平衡的封闭体系和无耗散物补充的敞开体系中,阻尼非线性化学反应对样本化学成分的群集表征和整体含量分析具有重要作用．以丙酮和葡萄糖等为耗散物的阻尼B—Z振荡非线性化学反应为例,研究了反应物种及其浓度、电极类型、温度、搅拌速率、样本种类及用量等影响非线性化学指纹图谱的因素,并对指纹图谱中样本化学成分的定量信息、指纹图谱的特点和应用等进行了研究．成功提出了用于鉴别和评价样本的非线性化学指纹图谱的检测条件和方法．     

色谱指纹图谱组合相似度的算法

色谱指纹图谱相似度是评价中药质量稳定性的有效手段之一,其中向量夹角余弦相似度应用最为广泛。但是当色谱峰面积分布范围宽时,夹角余弦对数据的差异响应不灵敏。以土茯苓色谱指纹图谱数据为实例证实了当两样本数据间比例相差较大时,夹角余弦相似度对共有峰和非共有峰响应的灵敏程度相差很大。组合相似度在共有峰的夹角余弦相似度基础上纳入了非共有峰的影响,分别计算非共有峰和共有峰对相似度的贡献,并以最大峰比例同态性为指标,确定非共有峰的合适权重。基于样本峰面积数据建立的组合相似度模型能灵敏地反映待测样本与参照样本内在成分的峰比例变化,适合衡量多个药材样本间的相似程度,已成为评价药材质量相似度的新方法。     

Determining method, conditional factors, traits and applications of nonlinear chemical fingerprint by using dissipative components in samples

The thermodynamic systems and dynamic model suitable for determining the nonlinear chemical fingerprints of samples were analyzed.The results indicated that the damp nonlinear chemical reactions in close systems away from the equilibrium and open systems without the complementarity of the dissipation substances have important significance for the throng characterization and whole content analysis of chemical components in samples.Various factors influencing on nonlinear chemical fingerprint,such as reactant species and their concentrations,electrode types,temperature,stir rate,the sort,dosage and granularity of the sample,etc.were amply researched by a nonlinear chemistry reaction,namely,damp B-Z oscillation which used acetone and glucose as the main dissipative substances.In addition,the quantitative information on the whole of chemical components in samples and the traits and applications of the fingerprint were investigated.The method and its important conditions for determining nonlinear chemistry fingerprint used in distinguishing and evaluating complex samples were successfully put forward.     

相似系统理论用于中药色谱指纹图谱的相似度评价

研究了中药色谱指纹图谱相似度的评价方法,提出了改良的程度相似度的计算方法。以模拟数据和实验数据研究了相关系数、夹角余弦和改良程度相似度的优劣,发现相关系数和夹角余弦对数据的差异不够敏感,经预处理之后仍然不灵敏;采用改良的程度相似度可以反映数据的差异,因此可以将其用于评价中药色谱指纹图谱共有峰的相似度。     

Numerical methods for comparing fresh and weathered oils by their FTIR spectra

Four comparison statistics ('similarity indices') for the identification of the source of a petroleum oil spill based on the ASTM standard test method D3414 were investigated. Namely, (1) first difference correlation coefficient squared and (2) correlation coefficient squared, (3) first difference Euclidean cosine squared and (4) Euclidean cosine squared. For numerical comparison, an FTIR spectrum is divided into three regions, described as: fingerprint (900-700 cm(-1)), generic (1350-900 cm(-1)) and supplementary (1770-1685 cm(-1)), which are the same as the three major regions recommended by the ASTM standard. For fresh oil samples, each similarity index was able to distinguish between replicate independent spectra of the same sample and between different samples. In general, the two first difference-based indices worked better than their parent indices. To provide samples to reveal relationships between weathered and fresh oils, a simple artificial weathering procedure was carried out. Euclidean cosine and correlation coefficients both worked well to maintain identification of a match in the fingerprint region and the two first difference indices were better in the generic region. Receiver operating characteristic curves (true positive rate versus false positive rate) for decisions on matching using the fingerprint region showed two samples could be matched when the difference in weathering time was up to 7 days. Beyond this time the true positive rate falls and samples cannot be reliably matched. However, artificial weathering of a fresh source sample can aid the matching of a weathered sample to its real source from a pool of very similar candidates.     

基于信息融合的中药多元色谱指纹图谱相似性计算方法

摘要用信息融合算法合并多张色谱指纹图谱, 解决中药多元指纹图谱相似性评价难题, 提出一种多元色谱指纹图谱相似度计算方法. 用该方法先对各单元指纹图谱进行串行或并行象素级信息融合, 再对融合了各指纹峰信息的多元色谱指纹图谱进行相似度评价. 计算机仿真和复方丹参滴丸多元HPLC指纹图谱应用结果表明, 该法能够评价中药多元色谱指纹图谱相似度, 定量表征中成药产品批次间质量波动情况.     

北五味子的液相色谱指纹图谱的建立

利用反相高效液相色谱法建立中药材北五味子的指纹图谱,为科学评价及有效控制北五味子质量提供了新方法。实验分析了10个不同产地的北五味子样品,采用国家食品药品监督管理局推荐的“中药色谱指纹图谱相似度评价系统(2004 A版)”计算处理,建立了由26个指纹峰和19个共有峰组成的北五味子指纹图谱,确定了5个主要的指纹峰。通过夹角余弦法和相关系数法计算了北五味子10个样本与指纹图谱间的相似度,得到了满意的结果。所建立的指纹图谱可以用来区别不同产地北五味子药材的优劣,为进一步控制北五味子的质量提供依据。     

New approach on similarity analysis of chromatographic fingerprint of herbal medicine

A new approach to the construction and similarity analysis of chromatographic fingerprint for herbal medicine is presented in this paper. Samples of chuanxiong, a herbal medicine for headache, from three producing areas of China were used to evaluate the utility of this study. The samples were analyzed with high-performance liquid chromatography (HPLC) and the peak areas of the chromatograms were used to construct the fingerprints of the herbal medicines. A vector of differences was defined between the two fingerprints. The scalar mean of the difference vector was taken as a statistic and both the t-test and Bayesian hypothesis testing were implemented to provide a one-to-one comparison of the fingerprints. Compared with principal component analysis (PCA), correlation coefficient and vector cosine, the new method offers a better differentiation of the similarity or difference between the fingerprints from same sample of chuanxiong. When the new method was used in the similarity analysis of the fingerprints of chuanxiong from different production areas, a clear-cut signature was obtained that reveals the significant difference between them.     

用热解吸处理样品-气相色谱与质谱联用法建立烟用香精指纹图谱及其在烟用香精质量控制中的应用

采用热解吸-气相色谱-质谱法,建立了香精的指纹图谱,利用夹角余弦和欧式距离法计算相似度。结果表明:利用热脱附技术能够简化样品预处理过程,保证试验的重复性,为建立指纹图谱提供可靠的数据,并避免样品预处理过程中有效成分的损失以及高沸点物质对色谱仪器的污染。夹角余弦法和欧氏距离法计算简单,两者结合能够全面考察香精的质量。     

高效液相色谱-线性指纹定量法评价人参归脾丸的三波长指纹图谱

以样品指纹向量与对照指纹向量的多元化学组分间存在线性函数关系为基础,引入相关系数r、斜率a、截距b及线性定性相似度S_L、线性定量相似度M_L等概念,建立线性指纹定量法(linearly quantified fingerprint method, LQFM)模型以定性、定量控制中药质量。用高效液相色谱-二极管阵列检测法(HPLC-DAD)同时测定了10批人参归脾丸(Renshen Guipi Wan, RSGPW)分别在203、228和326 nm下的高效液相色谱指纹图谱,运用LQFM理论模型,鉴定RSGPW质量。LQFM能显著区别不同来源的产品,同一厂家产品质量控制一致。鉴定结果与已知的系统指纹定量法评价结果对比,LQFM对中药多元化学成分的复杂系统能实现客观的定性、定量评价。多波长指纹图谱能最大限度地兼顾中药各成分的紫外吸收特征,对中药质量控制具有更全面和可靠的特点。     

气相色谱-质谱指纹图谱在鉴别贵州茅台酒中的应用

应用气相色谱-质谱(GC-MS)建立了贵州茅台酒的指纹图谱,确证了贵州茅台酒中35种特征组分,并采用浙江大学的中药指纹图谱相似度计算软件对样品图谱之间的相似度进行了评价和鉴别。方法的精密度及重复性良好。研究考察了38个批次贵州茅台酒、5种由贵州茅台酒股份有限公司生产的酱香型系列白酒以及12种由其他厂家生产的白酒的指纹图谱与贵州茅台酒指纹图谱模板的相似度。结果表明,通过酒的特征组分比较和基于“夹角余弦法”的指纹图谱相似度分析,可以区分贵州茅台酒和其他不同酒精度、不同香型的白酒。所建立的方法为贵州茅台酒的真伪鉴定提供了技术储备。     

仿刺参中皂苷类成分的高效液相色谱指纹图谱

利用高效液相色谱法建立了仿刺参皂苷类成分的指纹图谱,为仿刺参的质量控制提供了新的方法。采用固相萃取制备供试品溶液,选用Zorbox SB-C18色谱柱(250 mm×4.6 mm, 5 μm),以乙腈-0.1%磷酸水溶液为流动相进行梯度洗脱,检测波长为205 nm,柱温30 ℃。分析了不同产地的10批仿刺参样品,采用国家药典委员会推荐的“中药色谱指纹图谱相似度评价系统(2004 A版)”处理谱图,确定了6个共有峰。计算了10个样本间的指纹图谱相似度,所得相似度计算结果均大于0.97。该方法具有良好的稳定性和重现性,可用于仿刺参的质量控制。     

菌陈挥发油GC-MS指纹图谱分析

建立了菌陈挥发油GC-MS指纹图谱，将正交投影算法用于不同样本中共有峰的提取，提高了共有峰的识别能力，降低了由于保留时间的漂移、质谱检索匹配度不高以及色谱峰重叠而引起的共有峰识别的难度．采用共有峰率、变异率及相似度等几个指标对4个不同产地的菌陈挥发油成分进行了评价，从共性、差异和整体性等多个方面全面表征菌陈挥发油的化学模式特征．结果表明，不同产地的菌陈挥发油成分大致相同，该指纹图谱可用于菌陈中挥发油成分的质量控制．     

茵陈挥发油GC-MS指纹图谱分析

建立了茵陈挥发油GC-MS指纹图谱,将正交投影算法用于不同样本中共有峰的提取,提高了共有峰的识别能力,降低了由于保留时间的漂移、质谱检索匹配度不高以及色谱峰重叠而引起的共有峰识别的难度.采用共有峰率、变异率及相似度等几个指标对4个不同产地的茵陈挥发油成分进行了评价,从共性、差异和整体性等多个方面全面表征茵陈挥发油的化学模式特征.结果表明,不同产地的茵陈挥发油成分大致相同,该指纹图谱可用于茵陈中挥发油成分的质量控制.     

高效液相色谱法考察60Co-γ射线照射天麻其化学成分的稳定性

用高效液相色谱法研究60Co-γ照射天麻后其主要指纹峰的变化,评价经60Co-γ照射后天麻化学成分的稳定性,以便正确选择60Co-γ照射灭菌剂量.采用高效液相色谱分析了8批照射不同剂量60Co-γ射线的天麻样品,采用国家食品药品监督管理局推荐的“中药色谱指纹图谱相似度评价系统(2004A版)”计算处理,匹配了 14个共...     

Fingerprint analysis of Rhizoma chuanxiong by pressurized capillary electrochromatography and high-performance liquid chromatography

Pressurized capillary electrochromatography (pCEC) and high-performance liquid chromatography (HPLC) were used simultaneously to establish fingerprints of Rhizoma chuanxiong. Ten batches of Rhizoma chuanxiong collected from different regions in China were used to obtain the characteristic pCEC and HPLC fingerprints using a standardized procedure of sample preparation and analysis. A total of 22 common peaks were isolated within 60 min by pCEC and 16 common peaks by HPLC within 65 min. The fingerprints of Rhizoma chuanxiong were then used to identify the raw herbs from different sources in China. The two proposed methods demonstrated good stability and reproducibility with RSD less than 5% for retention time in pCEC and in HPLC, respectively. Finally, the data from the analyses of 10 batches of Rhizoma chuanxiong by pCEC and HPLC were all processed with similarity analysis with two mathematical methods, correlation coefficient and the included angle cosine. The fingerprints of Rhizoma chuanxiong established with pCEC and HPLC are suitable to identify samples from different sources and can be used to control the quality of raw herbs.