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.     

基于三波长融合谱的系统指纹定量法鉴定龙胆泻肝丸的真实质量

建立了龙胆泻肝丸(Longdanxiegan pill,LDXGP)三波长融合高效液相色谱(HPLC)指纹图谱,以系统指纹定量法全面鉴定LDXGP的质量。采用反相高效液相色谱法(RP-HPLC),运用多波长融合指纹图谱技术对色谱图进行处理,以黄芩苷为参照物峰,确立了63个共有指纹峰,以宏定性相似度为参量对12个厂家的12批LDXGP进行聚类分析,确定用其中10批生成对照指纹图谱(RFP),以此RFP为标准用系统指纹定量法评价12批LDXGP的质量。结果鉴别出9批质量完全合格,1批含量明显偏高,2批化学成分数量和分布比例不合格。基于多波长融合技术的系统指纹定量法是评价中药真实质量的可靠方法。     

基于标准制剂控制模式和定量指纹图谱评价复方甘草片的质量一致性

通过建立复方甘草片标准制剂（SP）控制模式和定量高效液相色谱指纹图谱,结合5个质量标志物的精准定量评价了9个厂家共145批复方甘草片质量一致性。首先建立了复方甘草片标准制剂的标准指纹图谱（SP-RFP）,然后以SP-RFP作为评价标准,采用系统指纹定量法对145批复方甘草片进行整体定性和整体定量评价。用双标校正法校正定量指纹图谱的系统误差,结果表明所检样品质量均合格。此外,在统一化色谱条件下测定各原料药和模拟样品,对制剂指纹进行归属相关度和准确度评判,得到原料指纹与制剂指纹的相关性,从而实现智能预测制剂或原料药质量和阻止低劣原料入药。同时用紫外全指纹溶出度法测定5个厂家的复方甘草片的溶出度曲线,用以评价制剂工艺的合理性。以上方法可行且准确度高,实现了对复方甘草片质量和工艺的一致性评价。该文为中药质量一致性评价提供了基础评价模式和基本操作思路以及具体实例。     

连花清瘟颗粒有效成分提取及高效液相色谱指纹图谱分析北大核心CSCD

建立连花清瘟颗粒的高效液相色谱(HPLC)指纹图谱,确认其化学成分并结合化学模式识别技术对其进行系统、科学的质量评价。使用化学对照品比对分析和超高效液相色谱-飞行时间质谱(UPLC-Q-TOF-MS)进行定性鉴定;Swell Chromplus TM-C18色谱柱(150 mm×4.6 mm,5μm);以0.1%磷酸-乙腈流动相,梯度洗脱;检测波长278 nm,进行高效液相色谱(HPLC)。采用中药色谱指纹图谱相似度评价系统及聚类分析、主成分分析分析软件进行化学模式识别方法分析。结果表明,通过指纹图谱相似度计算发现,10批样品的HPLC指纹图谱中发现16个共有峰,相似度达到0.967。确认了9个化学成分,包括新绿原酸、绿原酸、隐绿原酸、异绿原酸A、苦杏仁苷、连翘苷、连翘酯苷A、大黄素、大黄酚、大黄酸。该方法简单、稳定、重复性好,可用于该药物的质量评价。     

五加生化胶囊的高效液相色谱指纹图谱研究

应用高效液相色谱(HPLC)法建立五加生化胶囊的指纹图谱。采用ANGLAVenusil XBP-C18色谱柱(250×4.6mm,5μm),以甲醇-0.1%磷酸溶液为流动相,梯度洗脱,检测波长为327nm,五加生化胶囊多数峰达到基线分离。采用2004A中药色谱指纹图谱相似度评价系统对11批样品的指纹图谱进行峰匹配,确定12个共有峰,11批五加生化胶囊指纹图谱的相似度均在0.90以上。结果表明:五加生化胶囊的HPLC指纹图谱特征性和专属性强,可较系统地用于五加生化胶囊的质量控制。     

基于HPLC指纹图谱和化学模式识别的关节痛消颗粒的质量评价研究

采用HPLC法建立关节痛消颗粒的指纹图谱用于其质量评价。采用Welch C18色谱柱(4.6 mm×250 mm, 5μm),流动相为乙腈-0.1%磷酸水溶液,梯度洗脱,流速0.8 mL·min^-1,柱温35℃,检测波长为330nm,对建立指纹图谱的主要特征峰进行标定,采用相似度软件,结合系统聚类分析(HCA)、主成分分析(PCA)和SIMCA 13.0软件进行偏最小二乘法-判别分析(PLS-DA),分析制剂中化学指纹信息。建立了专属性、精密度、重复性和稳定性均良好的关节痛消颗粒HPLC指纹图谱,15批制剂的指纹图谱相似度为均大于0.9,确定共有峰为15个,共有4个主要特征峰得到明确的化学指认,其中已标定的色谱峰11(淫羊藿苷)、7(松果菊苷)、4(肉桂酸)是影响样品质量的标志性差异物质。通过HPLC指纹图谱和化学模式识别可较好的辨识关节痛消颗粒的标志性成分,为其质量标志物的辨识提供了参考。     

系统指纹定量法鉴别龙胆泻肝丸质量

建立龙胆泻肝丸(Longdanxiegan pill,LDXGP)的高效液相色谱(HPLC)指纹图谱,以系统指纹定量法评价其质量.采用RP-HPLC法,以宏定性相似度为参量对12批LDXGP进行聚类分析,确定用其中10批生成对照指纹图谱(RFP),以此RFP为标准用系统指纹定量法评价12批LDXGP质量.以龙胆苦苷为参照物峰,确定60个共有指纹峰,建立了LDXGP的HPLC指纹图谱.用系统指纹定量法鉴别出8批质量合格,1批含量明显偏高,1批含量明显偏低,2批化学成分数量和分布比例不合格.系统指纹定量法将整体定性分析和整体定量分析密切结合,是评价中药质量的有效方法.     

平行五波长高效液相色谱指纹图谱全息整合法定量鉴定杞菊地黄丸的整体质量

建立了杞菊地黄丸(Qijudihuang Pill, QJDHP)平行五波长(PFW)高效液相色谱(HPLC)指纹图谱,并依据系统指纹定量法结合全息整合法定量鉴定了杞菊地黄丸的整体质量。采用反相HPLC法,以丹皮酚(POL)为参照物峰,分别于203、228、265、280和326 nm下检测,分别确定了51、49、52、49和47个共有指纹峰,建立了QJDHP的PFW-HPLC指纹图谱。分别以权重法、均值法和投影参数法整合5个波长下各样品的定性定量全信息,结果基于5个波长综合信息用系统指纹定量法鉴定11批QJDHP样品,其中有8批质量为好,1批为较好,质量一般为2批。评价时以均值法最为简捷和准确。本实验结果表明,平行多波长指纹图谱整合法是基于从全信息角度整体定性和定量鉴定中药质量的有效可信方法,是对HPLC-二极管阵列检测（DAD）三维指纹图谱的简化定量处理,其整体综合定量鉴定结果具有可靠性。     

基于化学识别模式的蒲公英指纹图谱的研究

建立蒲公英药材的指纹图谱,以中药色谱指纹图谱相似度评价软件(2012年版)确定共有峰及其归属,采用化学模式识别初步筛选其质量控制的4个指标性成分。结果表明,蒲公英药材的HPLC指纹图谱共标定出27个共有峰,并指认出其中14个色谱峰,15批蒲公英药材的相似度均0.93,且化学模式识别的结果具有相似性。本文建立的方法可应用于蒲公英药材的质量评价和其产地识别,为蒲公英药材质量控制与资源开发提供参考。     

益肾排石方的指纹图谱及功效关联物质的作用机制北大核心CSCD

应用液质联用技术分析了益肾排石方中的化学成分,建立高效液相色谱法(HPLC)指纹图谱,结合生物信息学技术对关键成分、关键靶点和通路进行了预测分析。应用超高效液相串联质谱技术(UHPLC-MS/MS)对益肾排石方中的化学成分进行了鉴定。10批益肾排石方样品,应用HPLC建立指纹图谱,标记共有峰,进行共有峰归属,并进行相似度评价。应用生物信息学技术,基于指认出的成分,建立了“中药-成分-靶点”网络图,通过GEO数据库获得了肾结石相关的差异基因。对方中功效关联物质的作用机制进行了进一步的分析,并进行了分子对接验证。通过数据库匹配、元素组成和碎片结构分析,共从益肾排石方中鉴定出32种成分;在对10批益肾排石方的指纹图谱的建立过程中,通过对照品指认确定了王不留行黄酮苷、松脂醇二葡萄糖苷、虎杖苷、黄芩苷、黄芩素、汉黄芩苷、芦丁、木蝴蝶苷A、大黄酸、异橙黄酮、芦荟大黄素、白杨素、大黄酚、厚朴酚、大黄素甲醚、汉黄芩素和大黄素17个共有峰,10批益肾排石方相似度结果均在合理范围内,且17个共有峰均能归属到虎杖、黄芩、牛膝、柴胡、金钱草、枳实、大黄、厚朴、杜仲和王不留行10味中药。结合生物信息学筛选了ESR1和PTGS1为关键基因,与17种药效成分进行分子对接验证,预测大黄酸和王不留行黄酮苷为关键成分。     

Fingerprint Studies of Radix Scutellariae by Capillary Electrophoresis and High Performance Liquid Chromatography

Two methods based on capillary electrophoresis (CE) and high performance liquid chromatography (HPLC) are described to establish fingerprints of Radix Scutellariae simultaneously. In order to choose an appropriate extraction method, Radix Scutellariae samples extracted by different methods were determined by HPLC. The contents of baicalin, the quality marker of Radix Scutellariae, as well as the number of peaks in the chromatograms were determined to evaluate the extraction methods. 10 batches of Radix Scutellariae collected from different regions in China were applied to establish the fingerprints. Eleven common peaks were isolated within 12 min by CE. The fingerprints obtained with HPLC consisted of 14 common peaks within 40 min. The two proposed methods demonstrated good stability and reproducibility with RSD less than 4% for relative migration time in CE and retention time in HPLC. Finally, the data from the 10 batches of Radix Scutellariae by CE and HPLC were all processed with two kinds of mathematical methods including correlation coefficient and the included angle cosine. The fingerprints of Radix Scutellariae established with CE and HPLC are suitable to identify and differentiate samples by geographical origin and can used for quality control.     

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.     

Hepatoprotective Constituents of Total Dibenzocyclooctadiene Lignans from Schisandra chinensis Based on the Spectrum-Effect Relationship

To scientifically clarify the hepatoprotective constituents of Fructus Schizandrae chinensis, eleven batches samples of total dibenzocyclooctadiene lignans (TDL) from Schisandra chinensis were prepared by using the optimum extraction technique. Characteristic high-performance liquid chromatography (HPLC) chromatograms were obtained through HPLC analysis technology, and the hepatoprotective effects of the eleven batches of TDL were evaluated by MTT assay. Based on the chemical and biological activity results, the spectrum-effect relationship between the characteristic HPLC fingerprints and the hepatoprotective effect of TDL was established using Minitab 16.0 data analysis software. On the basis of the spectrum-effect relationship, thirteen compounds (1–13) were obtained from the TDL by chemical natural product chemical separation and purification technology, and their structures were identified on the basis of the spectral data and the literature. Based on these compounds, thirteen common peaks among the thirty-three chromatographic peaks in the above HPLC fingerprints were identified. Our findings showed that some components, including, schisandrin B (2), schisandrin A (3), and schisandrol B (7) had significant roles in promoting hepatoprotective activity. Preliminary verification of the spectrum-effect relationship of TDL from S. chinensis was carried out, and the results confirmed that the activity of a composite of these three key components in optimal ratios was better than that of any individual compound, which potentially confirmed the reliability of the spectrum-effect relationship and the synergistic effects of traditional Chinese medicine.     

桂郁金与桂莪术挥发油的色谱指纹图谱比较

应用化学计量学方法对中药桂郁金与桂莪术挥发油的色谱指纹图谱进行了比较分析。对样品特征峰数据进行奇异值分解,提取第一主成分抽象光谱后,以固定色谱窗口尺寸的另一样品数据构造正交投影阵,用提取的抽象光谱进行投影,移动窗口获取投影残差长度,判定两样品中有无相同的化学成分。经比较,桂郁金和桂莪术的指纹图谱中分别有11和7种化学成分单独存在,两者共有的化学成分有27种。     

Microwave-assisted extraction and fingerprint studies of Schisandra chinensis (Turcz.) by high performance liquid chromatography and gas chromatography

In order to choose an appropriate extraction method, samples of Schisandra chinensis (Turcz.) Baill were extracted by different methods and it was found that microwave-assisted extraction gave the best results. The contents of schisandrin, schisantherin, deoxyschizandrin, and r-schizandrin of 10 samples collected from different regions in China were determined by HPLC. The chromatograms of ten samples were used to establish the fingerprints of Schisandra chinensis (Turcz.) Baill and two methods based on HPLC and GC were applied to them simultaneously. The fingerprints consisted of 18 common peaks obtained by HPLC and 17 common peaks obtained by GC, which showed good stability and repeatability with RSD less than 3% for retention time. The fingerprints are suitable for identifying and differentiating samples by geographical origin and can be used for quality control.     

Fingerprint chromatogram analysis of Pseudostellaria heterophylla (Miq.) Pax root by high performance liquid chromatography

A simple and reliable high performance liquid chromatographic (HPLC) method has been developed and validated for the fingerprinting of extracts from the root of Pseudostellaria heterophylla (Miq.) Pax. HPLC with gradient elution was performed on an authentic reference standard of powdered P. heterophylla (Miq.) Pax root and 11 plant samples of the root were collected from different geographic locations. The HPLC chromatograms have been standardized through the selection and identification of reference peaks and the normalization of retention times and peak intensities of all the common peaks. The standardized HPLC fingerprints show high stability and reproducibility, and thus can be used effectively for the screening analysis or quality assessment of the root or its derived products. Similarity index calculations based on cosine angle values or correlation methods have been performed on the HPLC fingerprints. As a group, the fingerprints of the P. heterophylla (Miq.) Pax samples studied are highly correlated with closely similar fingerprints. Within the group, the samples can be further divided into subgroups based on hierarchical clustering analysis (HCA). Sample grouping based on HCA coincides nicely with those based on the geographical origins of the samples. The HPLC fingerprinting techniques thus have high potential in authentication or source-tracing types of applications.     

Development of high-performance liquid chromatographic fingerprints for distinguishing Chinese Angelica from related umbelliferae herbs

A high-performance liquid chromatographic (HPLC) fingerprint of Chinese Angelica (CA) was developed basing on the consistent chromatograms of 40 CA samples (Angelica sinensis (Oliv.) Diels). The unique properties of this HPLC fingerprints were validated by analyzing 13 related herbs including 4 Japanese Angelicae Root samples (JA, A. acutiloba Kitagawa and A. acutiloba Kitagawa var. sugiyame Hikino), 6 Szechwan Lovage Rhizome samples (SL, Ligusticum chuanxiong Hort.) and 3 Cnidium Rhizome samples (CR, Cnidium officinale Makino). Both correlation coefficients of similarity in chromatograms and relative peak areas of characteristic compounds were calculated for quantitative expression of the HPLC fingerprints. The amount of senkyunolide A in CA was less than 30-fold of that in SL and CR samples, which was used as a chemical marker to distinguish them. JA was easily distinguished from CA, SL and CR based on either chromatographic patterns or the amount of coniferyl ferulate. No obvious difference between SL and CR chromatograms except the relative amount of some compounds, suggesting that SL and CR might have very close relationship in terms of chemotaxonomy. Ferulic acid and Z-ligustilide were unequivocally determined whilst senkyunolide I, senkyunolide H, coniferyl ferulate, senkyunolide A, butylphthalide, E-ligustilide, E-butylidenephthalide, Z-butylidenephthalide and levistolide A were tentatively identified in chromatograms based on their atmospheric pressure chemical ionization (APCI) MS data and the comparison of their UV spectra with those published in literatures.     

百合知母汤的高效液相色谱指纹图谱及其与组方药味的相关性

研究和建立了百合知母汤的高效液相色谱(HPLC)指纹图谱,为研究百合知母汤的药效物质基础及配伍变化提供了手段。采用Agela Venusil XBP-C18色谱柱(250 mm × 4.6 mm,5 μm),以乙腈和0.1%甲酸为流动相二元梯度洗脱,流速1 mL/min,检测波长315 nm,柱温25 ℃。以芒果苷为参照物,在相同的色谱条件下测定了10批不同产地的百合与知母制备的百合知母汤的指纹图谱,获得了16个共有指纹峰,通过与对照品的保留时间及紫外光谱比较,标定了5-羟甲基糠醛(5-HMF)、新芒果苷、芒果苷、异芒果苷、王百合苷B的出峰位置。该方法得到的百合知母汤的指纹图谱特征性和重现性较好,方法稳定、可靠,可以为百合知母汤的质量控制提供参考。通过实验归属了百合知母汤指纹图谱中的主要色谱峰,并确定了煎煮过程中的主要变化成分为5-HMF。     

凝胶渗透色谱净化超高效液相色谱-串联质谱法检测甘草及其提取物中的11种氨基甲酸酯类农药残留

建立了甘草及其提取物中11种氨基甲酸酯类农药多残留的超高效液相色谱-串联质谱(UPLC-MS/MS)分析方法。以11种氨基甲酸酯类农药为目标分析物,样品经乙腈超声提取、凝胶渗透色谱(GPC)净化后,用UPLC-MS/MS检测。以甘草及其提取物为例,分别进行了0.02、0.04和0.1 mg/kg 3个添加浓度的11种目标分析物的加标回收率实验,甘草中11种目标分析物的回收率为72.2%～94.0%,相对标准偏差为0.7%～7.8%;甘草提取物中11种目标分析物的回收率为73.8%～94.7%,相对标准偏差为1.5%～12.7%。该方法灵敏度高、准确度好,符合农药多残留检测的技术要求,适用于甘草、黄芪等中药材及其提取物中氨基甲酸酯类农药残留的检测。