Batch-to-Batch Quality Consistency Evaluation of Botanical Drug Products Using Multivariate Statistical Analysis of the Chromatographic Fingerprint

Botanical drug products have batch-to-batch quality variability due to botanical raw materials and the current manufacturing process. The rational evaluation and control of product quality consistency are essential to ensure the efficacy and safety. Chromatographic fingerprinting is an important and widely used tool to characterize the chemical composition of botanical drug products. Multivariate statistical analysis has showed its efficacy and applicability in the quality evaluation of many kinds of industrial products. In this paper, the combined use of multivariate statistical analysis and chromatographic fingerprinting is presented here to evaluate batch-to-batch quality consistency of botanical drug products. A typical botanical drug product in China, Shenmai injection, was selected as the example to demonstrate the feasibility of this approach. The high-performance liquid chromatographic fingerprint data of historical batches were collected from a traditional Chinese medicine manufacturing factory. Characteristic peaks were weighted by their variability among production batches. A principal component analysis model was established after outliers were modified or removed. Multivariate (Hotelling T ² and DModX) control charts were finally successfully applied to evaluate the quality consistency. The results suggest useful applications for a combination of multivariate statistical analysis with chromatographic fingerprinting in batch-to-batch quality consistency evaluation for the manufacture of botanical drug products.     

Comparative Investigation for Raw and Processed Products of Euodiae Fructus Based on High-Performance Liquid Chromatography Fingerprints and Chemical Pattern Recognition

As a traditional Chinese medicine, Euodiae Fructus is widely used due to its analgesic, anti-inflammatory, and antihypertensive effects. However, Euodiae Fructus has also been documented to be toxic, and the toxic effects can be reduced by processing. To distinguish Euodiae Fructus from its processes products and study the changes of raw and processed products before and after processing, we evaluated four auxiliary material processing methods including vinegar, Zingiberis Rhizoma, Coptidis Rhizoma, and Glycyrrhizae Radix et Rhizoma. The raw Euodiae Fructus and four processed Euodiae Fructus samples were analyzed and compared based on the high-performance liquid chromatography (HPLC) fingerprints combined with chemometrics, including principal component analysis (PCA), partial least squares-discriminant analysis (PLS-DA), and principal component analysis-class (PCA-Class). A total of 27 common peaks were obtained by fingerprint analysis. The fingerprint similarity of raw and processed samples was between 0.86–0.999. We also determined the contents of the main active ingredients - Evodiamine and Rutaecarpine. PCA and PLS-DA analyses were used to distinguish between the raw and processed samples of Euodiae Fructus, and 14 chemical markers were screened out. Four kinds of processed products were further analyzed and the results showed that they could be successfully distinguished under the established models, and 12 chemical markers were labeled. PCA-Class results revealed that the classification models constructed in this study had adequate discrimination ability. The method combined with HPLC fingerprinting and multi-component chemical pattern recognition technology could be used to differentiate raw and processed Euodiae Fructus with adequate predictive power. Our findings confirmed the rationality of the pharmacopoeial method and provided a reference for the quality control of the Glycyrrhizae Radix et Rhizoma processed Euodiae Fructus.     

Quality Evaluation of Potentilla fruticosa L. by High Performance Liquid Chromatography Fingerprinting Associated with Chemometric Methods

The present study was performed to assess the quality of Potentilla fruticosa L. sampled from distinct regions of China using high performance liquid chromatography (HPLC) fingerprinting coupled with a suite of chemometric methods. For this quantitative analysis, the main active phytochemical compositions and the antioxidant activity in P. fruticosa were also investigated. Considering the high percentages and antioxidant activities of phytochemicals, P. fruticosa samples from Kangding, Sichuan were selected as the most valuable raw materials. Similarity analysis (SA) of HPLC fingerprints, hierarchical cluster analysis (HCA), principle component analysis (PCA), and discriminant analysis (DA) were further employed to provide accurate classification and quality estimates of P. fruticosa. Two principal components (PCs) were collected by PCA. PC1 separated samples from Kangding, Sichuan, capturing 57.64% of the variance, whereas PC2 contributed to further separation, capturing 18.97% of the variance. Two kinds of discriminant functions with a 100% discrimination ratio were constructed. The results strongly supported the conclusion that the eight samples from different regions were clustered into three major groups, corresponding with their morphological classification, for which HPLC analysis confirmed the considerable variation in phytochemical compositions and that P. fruticosa samples from Kangding, Sichuan were of high quality. The results of SA, HCA, PCA, and DA were in agreement and performed well for the quality assessment of P. fruticosa. Consequently, HPLC fingerprinting coupled with chemometric techniques provides a highly flexible and reliable method for the quality evaluation of traditional Chinese medicines.     

Induction and Characterization of Adventitious Roots Directly from the Explants of <Emphasis Type="Italic">Panax notoginseng</Emphasis>

Adventitious roots from leafstalks and lateral roots were obtained directly from explants of Panax notoginseng. The lateral root explants were more sensitive to the induction of adventitious roots using indole-3-butyric acid. HPLC analysis of saponins extracted from the adventitious roots indicated that several protopanaxatriol saponins were present but ginsenoside Rd was missing, compared with the saponins extracted from the raw herbs. The dry weight of primary adventitious root culture of Panax notoginseng increased 5.25 times during multiplication in a classical shaking-flask system, suggesting that it is a culture system with great potential for scale-up. Revisions requested 13 July 2005; Revisions received 1 September 2005     

Using amplified fragment length polymorphisms (AFLP) to identify Black Cohosh (Actaea racemosa)

The rhizome ofActaea racemosa L., commonly called black cohosh, is a popular botanical dietary supplement used to treat female health concerns. The rhizomes used in black cohosh products are often collected from the wild. To ensure quality control, it is imperative that plants be correctly identified. This paper examines the use of the DNA fingerprinting technique, AFLP, as an analytical means of identifyingA. racemosa from three other closely related sympatric species. To this end, 262 AFLP markers were generated, and one unique fingerprint was identified forA. racemosa, whereas two, six, and eight unique fingerprints were identified for the closely related speciesA. pachypoda, A. cordifolia, andA. podocarpa, respectively. Two commercial black cohosh products were also subjected to AFLP analysis and shown to contain onlyA. racemosa. The results of this study suggest that AFLP analysis may offer a useful method for quality control in the botanical dietary supplements industry.     

Classification of commercial cultivars of Humulus lupulus L. (hop) by chemometric pixel analysis of two dimensional nuclear magnetic resonance spectra

The development of fast and effective spectroscopic methods that can detect most compounds in an untargeted manner is of increasing interest in plant extracts fingerprinting or profiling projects. Metabolite fingerprinting by nuclear magnetic resonance (NMR) is a fast growing field which is increasingly applied for quality control of herbal products, mostly via 1D ¹H NMR coupled to multivariate data analysis. Nevertheless, signal overlap is a common problem in ¹H NMR profiles that hinders metabolites identification and results in incomplete data interpretation. Herein, we introduce a novel approach in coupling 2D NMR datasets with principal component analysis (PCA) exemplified for hop resin classification. Heteronuclear multiple bond correlation (HMBC) profile maps of hop resins (Humulus lupulus) were generated for a comparative study of 13 hop cultivars. The method described herein combines reproducible metabolite fingerprints with a minimal sample preparation effort and an experimental time of ca. 28 min per sample, comparable to that of a standard HPLC run. Moreover, HMBC spectra provide not only unequivocal assignment of hop major secondary metabolites, but also allow to identify several isomerization and degradation products of hop bitter acids including the sedative principal of hop (2-methylbut-3-en-2-ol). We do believe that combining 2D NMR datasets to chemometrics, i.e. PCA, has great potential for application in other plant metabolome projects of (commercially relevant) nutraceuticals and or herbal drugs.     

Chemical markers of four species of Epimedium used in drug Yin-Yang-Huo

There are four species of Epimedium that have been officially adopted in Chinese Pharmacopoeia (2015) under the same crude drug name ‘Yin-Yang-Huo’, including E. brevicornu Maxim., E. koreanum Nakai., E. sagittatum (Sieb.et Zucc.) and E. pubescens Maxim. This study aimed to identify the chemical markers of these species by HPLC-PDA fingerprinting combined with chemometrics methods. The HPLC separation was performed on a Water^'s Atlantis®T3 column (4.6 × 250 mm, 5 μm) with the gradient elution of acetonitrile-0.1% formic acid aqueous solution using a PDA detector. The HPLC-PDA fingerprints of 88 batches of Yin-Yang-Huo samples were obtained and analysed using principal component analysis (PCA) and hierarchical cluster analysis (HCA). Samples of E. koreanum and E. sagittatum were classified into separate groups, while samples of E. brevicornum and E. pubescens were clustered together. Based on partial least squares-discriminant analysis (PLS-DA) and variable importance in projection, nine potential chemical markers were discovered, and six markers were identified by comparing with reference standards or according to their MS/MS fragmentation behaviour. Among them, korepimedoside C and epimedokoreanoside I could be used as chemical markers of E. koreanum to differentiate it from the other three species, while epimedin B1 and epimedin A1 could be used as chemical markers of E. sagittatum. This study will help effectively distinguish different Yin-Yang-Huo species and provide a valuable strategy for analysing the potential chemical markers of herbal medicines with multiple botanical origins.     

A method for microbial cell surface fingerprinting based on surface plasmon resonance

A method for microbial cell surface fingerprinting using surface plasmon resonance (SPR) is suggested. Four different Escherichia coli mutants have been used as model cells. Cell surface fingerprints were generated by registration of the interaction between the cell mutants and four different surfaces, with different physical and chemical properties, when a cell suspension was flown over the surface. Significant differences in fingerprint pattern between some of the mutants were observed. At the same time, the physical properties of the cell surfaces were determined using microelectrophoresis, contact angle measurements and aqueous two-phase partitioning and compared to the SPR fingerprints. The generated cell surface fingerprints and the physical property data were evaluated with multivariate data analysis that showed that the cells were separated into individual groups in a similar way using principal component analysis plots (PCA).     

Isolation of four high-purity dammarane saponins from extract of Panax notoginseng by centrifugal partition chromatography coupled with evaporative light scattering detection in one operation

Introduction – Centrifugal partition chromatography (CPC), as a continuous liquid–liquid partition chromatography with no solid support matrix, combined with evaporative light scattering detection (ELSD) was employed for systematic separation and purification of weak‐chromophoric saponins from a highly valued and important traditional Chinese herbal medicine, Panax notoginseng. Objective – To separate and isolate high‐purity saponins from extract of Panax notoginseng using CPC‐ELSD with a simple and low toxicity solvent system. Methodology – Samples were preparaed by extracting the root material with acetone, treated with n‐butanol and then freeze‐dried. CPC‐ELSD was applied in the separation and detection of notoginsenoside and ginsenosides from extract of Panax notoginseng using a solvent system composed of ethyl acetate–n‐butanol–water (1:1:2, v/v/v). The saponins were analysed and identified by their retention time with high‐performance liquid chromatography (HPLC) coupled with ELSD, as well as electrospray ionisation tandem mass spectrometry (ESI‐MSⁿ ) in the negative and positive ion modes with the authentic standards. Results – A total of 9.6 mg of notoginsenoside R₁, 67.8 mg of ginsenoside Rg₁, 2.3 mg of Re and 286.5 mg of Rb₁ were purified from 487.2 mg of n‐butanol extract of P. notoginseng. The purities of obtained saponins in a single run were assessed to be over 98% by HPLC‐ELSD. Conclusion – CPC‐ELSD was proved to be a very fast and efficient tool for separation of high‐purity dammarane saponins. Copyright © 2011 John Wiley & Sons, Ltd.     

Phylogenetic diversity of bacterial endophytes of Panax notoginseng with antagonistic characteristics towards pathogens of root-rot disease complex

Endophytes play an important role in protection of host plants from infection by phytopathogens. Endophytic bacteria were isolated from five different parts (root, stem, petiole, leaf and seed) of Panax notoginseng and evaluated for antagonistic activity against Fusarium oxysporum, Ralstonia sp. and Meloidogyne hapla, three major pathogens associated with root-rot disease complex of P. notoginseng. From 1000 endophytic bacterial strains evaluated in vitro, 104 strains exhibited antagonistic properties against at least one of these three pathogens. Phylogenetic analyses of their 16S rRNA gene sequences showed that these 104 antagonistic bacteria belong to four clusters: Firmicutes, Proteobacteria, Actinobacteria and Bacteroidetes/Chlorobi. Members of the Firmicutes, in particular the Bacillus spp., were predominant in all analyzed tissues. The root was the main reservoir for antagonistic bacteria. Of the 104 antagonists, 51 strains showed antagonistic activities to one pathogen only, while 43 and 10 displayed the activities towards two and all three pathogens, respectively. The most dominant species in all tissues were Bacillus amyloliquefaciens subsp. plantarum and Bacillus methylotrophicus, which were represented by eight strains with broad antagonistic spectrum to the all three test pathogens of root-rot disease complex of P. notoginseng.     

Wild Panax vietnamensis and Panax stipuleanatus markedly increase the genetic diversity of Panax notoginseng (Araliaceae) revealed by start codon targeted (SCoT) markers and ITS DNA barcode

In order to evaluate whether the two wild species, Panax vietnamensis (from Vietnam) and Panax stipuleanatus (from primeval forest, Yunan Province) could markedly increase the genetic diversity of cultivated Panax notoginseng (Wenshan, Yunnan Province), both start codon targeted (SCoT) markers and internal transcribed spacer (ITS) DNA barcode were firstly employed in this genus. A total of 173 amplification bands were generated by 16 selected SCoT primers, in which 153 (89.5%) were polymorphic. Nei's gene-diversity indicated that the genetic diversity of three species (h = 0.16 and I = 0.27) was obviously higher than that of P. notoginseng (h = 0.09). Similarly, 38 different ITS sites out of 639 (5.9%) were detected among three species, but only one was different within 22 samples of P. notoginseng. Analysis of molecular variance (AMOVA) showed a greater proportion of genetic diversity existed within (61.3%) rather than among (38.7%) groups at genus level. In addition, P. vietnamensis had a closer relationship with P. notoginseng than P. stipuleanatus. These results would be significant for increasing the genetic diversity of P. notoginseng population by hybridization with P. vietnamensis and P. stipuleanatus, thus obtaining more varieties for future cultivar breeding and germplasm resources management.     

Expression profiling of the triterpene saponin biosynthesis genes FPS, SS, SE, and DS in the medicinal plant Panax notoginseng

Panax notoginseng (Burk) F. H. Chen, an economically significant medicinal plant with hemostatic and health tonic activities, has been used in Traditional Chinese Medicine (TCM) for more than 3000 years. Triterpene saponins are responsible for most of the pharmacological activities of P. notoginseng. Here, we cloned five cDNA sequences encoding the key enzymes involved in triterpene saponin biosynthesis, namely, PnFPS, PnSS, PnSE1, PnSE2, and PnDS, and analyzed the conserved domains and phylogenetics of their corresponding proteins. Their organ-specific expression patterns in four-year-old P. notoginseng were detected by real-time PCR, showing that they were all most highly expressed in flowers. In addition, four of the genes, excluding PnSE2, were upregulated in leaves following stimulation with methyl jasmonate. This study is the first comprehensive analysis of the expression patterns of pivotal genes for triterpene saponin biosynthesis in P. notoginseng and provides a basis to further elucidate the molecular mechanism for the biosynthesis of these medically important compounds.     

三七总皂苷原粉和超微粉的理化性质比较研究

通过对药用植物三七总皂苷原粉和超微粉的粉体粒度、电位、显微结构、红外光谱、溶解速度这几项理化性质的研究,判定两种粉体的优劣,为三七总皂苷超微粉的市场推广提供依据。实验结果表明,三七总皂苷原粉经纳米化处理后成为三七总皂苷超微粉,其化学结构没有发生变化,但显微结构从条状的晶体变为由纳米球紧密排列的不规则形态,其粉体平均粒径也从1 122.4 nm缩小到153.4 nm,完成了从微米到纳米的转变,其水溶液也变为稳定的胶体溶液。运用高效液相色谱法,在模拟人体环境的条件下,发现三七总皂苷超微粉比三七总皂苷原粉早1 min完全溶解。说明三七总皂苷超微粉比三七总皂苷原粉颗粒更小,更易溶于水,更易与人体吸收。     

土壤镉胁迫对田七体内镉分布及富集特性影响

田七(Panax notoginseng)是我国的一种传统珍贵的草本药用植物,其重金属污染问题已经引起广泛关注。为了分析田七不同部位对镉毒害的响应,明确不同浓度镉污染对田七体内镉分布的基本特征以及不同部位的富集特性,以揭示镉胁迫对田七不同部位的影响机制及富集转移特性。该研究在"田七之乡"广西靖西市田七园以3年生田七为材料,土培条件下以不施镉处理为空白对照,设置6个镉浓度(5、10、20、30、40、50 mg·kg~(-1))梯度,研究了在不同浓度镉胁迫下田七不同部位镉积累特征以及转移特性。结果表明:在不同器官(叶、茎、剪口、须根、主根)随着镉浓度的增加各器官镉的积累量均显著(P0.05)增加,呈现出正相关关系。田七不同部位镉含量的分布特征表现:空白对照下田七各器官镉累积分布表现为须根剪口主根茎叶;当镉浓度为5、10、20、30、40、50 mg·kg~(-1)时,田七镉分布表现为剪口主根须根茎叶;地下部的镉含量显著高于地上部的镉含量;随着镉浓度的增加,无论地下部生物富集系数还是地上部生物富集系数均表现为逐渐降低的趋势。     

Molecular characterization and differential expression studies of an oxidosqualene cyclase (OSC) gene of Brahmi (Bacopa monniera)

Triterpenoid saponins are the class of secondary metabolites, synthesized via isoprenoid pathway. Oxidosqualene cyclases (OSCs) catalyzes the cyclization of 2, 3-oxidosqualene to various triterpene skeletons, the first committed step in triterpenoid biosynthesis. A full-length oxidosqualene cyclase cDNA from Bacopa monniera (BmOSC) was isolated and characterized. The open reading frame (ORF) of BmOSC consists of 2,292 bp, encoding 764 amino acid residues with an apparent molecular mass of 87.62 kDa and theoretical pI 6.21. It contained four QxxxxxW motifs, one Asp-Cys-Thr-Ala-Glu (DCTAE) motif which is highly conserved among the triterpene synthases and another MWCYCR motif involved in the formation of triterpenoid skeletons. The deduced amino acid sequence of BmOSC shares 80.5 % & 71.8 % identity and 89.7 % & 83.5 % similarity with Olea europaea mixed amyrin synthase and Panax notoginseng dammarenediol synthase respectively. Phylogenetic analysis revealed that BmOSC is closely related with other plant OSCs. Quantitative real-time PCR (qRT-PCR) data showed that BmOSC is expressed in all tissues examined with higher expression in stem and leaves as compared to roots and floral parts.     

二年生三七农艺和质量性状对环境光强的响应特征

为探究光照强度对二年生三七(Panax notoginseng)农艺性状和质量性状的影响,采用人工遮荫的方法,对三七植株的农艺性状、解剖结构、生物量和皂苷含量进行研究。结果表明,三七生物量积累以透光率为13.5%时最大;三七总皂苷含量在透光率9.2%时最高,透光率为13.5%时单株皂苷含量较大。当透光率降低,三七的叶片和茎部生物量增加;透光率增加时,三七通过增加叶片上表皮厚度、海绵组织厚度、栅栏组织厚度和叶片厚度来减少光捕获。因此,在透光率为9.2%~13.5%时对三七的生长、生物量及皂苷的积累有促进作用。     

Antifungals and acetylcholinesterase inhibitors from the stem bark of Croton heliotropiifolius

The ethanolic extract of the stem bark of Croton heliotropiifolius Kunth (Euphorbiaceae) showed significant in vitro inhibition of acetylcholinesterase using a dilution spectrophotometric assay and antifungal activity against Candida albicans with a thin layer chromatography (TLC) bioautographic assay. In order to isolate the active compounds, bioassay-guided fractionation was undertaken using HPLC to localize the active compounds. Different zones of the HPLC-UV chromatogram were linked to acetylcholinesterase inhibition or to antifungal activities. In parallel to this HPLC-based activity profiling, HPLC-PDA-ESI-MS and HPLC-TOF-HRMS were used for the early identification of some of the compounds present. The targeted isolation of the active compounds was performed by medium pressure liquid chromatography (MPLC-UV) and further semi-preparative HPLC. Using this approach, nine compounds were isolated, one of them being a new indole alkaloid derivative. The structures of the isolated compounds were elucidated by spectroscopic methods including UV, NMR, MS and HRMS.     

Myrothins A–F from Endophytic Fungus Myrothecium sp. BS-31 Harbored in Panax notoginseng

Endophytic fungi play important roles for host's stress tolerance including invasion by pathogenic microbes. Small molecules are common weapons in the microbe–microbe interactions. Panax notoginseng is a widely used traditional Chinese medicinal plant and harbors many endophytes, some exert functions against pathogens. Here, we report six new compounds named myrothins A–F ( 1 – 6 ) produced by Myrothecium sp. BS-31, an endophyte isolated from P. notoginseng, and their antifungal activities against pathogenic fungi causing host root-rot disease. Their structures were elucidated with analysis of spectroscopic data including 1D and 2D NMR, HR-ESI-MS. Myrothins B ( 2 ) and E ( 5 ) showed the weak activity against Fusarium oxysporum and Phoma herbarum, and myrothins F ( 6 ) showed weak activity against F. oxysporum.     

Comparison of metabolomics of Dendrobium officinale in different habitats by UPLC-Q-TOF-MS

Dendrobium officinale has been considered over past centuries to be extremely valuable for use as an herbal medicine in South Asian countries. In this work, the chemical profiles of D. officinale from different habitats were systematically characterized using ultra-performance liquid chromatography time-of-flight mass spectrometry (UPLC-Q-TOF-MS) and multivariate analysis. The principal component analysis (PCA), partial least squares discriminate analysis (PLS-DA) and orthogonal partial least squares analysis (OPLS-DA) of UPLC-Q-TOF-MS data displayed an obvious separation. Several flavonoids and terpenoids derivatives contribute to the quantitative chemotypic variation within and between the samples as observed. These findings lead to a better understanding of the phytochemical variation of D. officinale which can aid in quality control of raw material.