Identification and quantification of the quality markers and anti-migraine active components in Chuanxiong Rhizoma and Cyperi Rhizoma herbal pair based on chemometric analysis between chemical constituents and pharmacological effects.
Chuanxiong Rhizoma and Cyperi Rhizoma (CRCR), an ancient and classic herbal pair, has been used in herbal medicines for treating migraine, but its effective components are not clear.
The present study aimed to identify and quantify the quality markers and anti-migraine active components in CRCR based on chemometric analysis between chemical constituents and pharmacological effects.
The HPLC fingerprints of eight batches of CRCR samples were obtained, and their characteristic common peaks were identified by HPLC-ESI-Q-TOF-MS/MS. The therapeutic effects of eight batches of CRCR samples on nitroglycerin-induced migraine rats were evaluated by migraine-related neurotransmitters and neuropeptides. Similarity analysis, hierarchical cluster analysis and principal component analysis were applied to screen the quality markers. Artificial neural network and partial least squares regression models were used to screen the anti-migraine compounds by correlating the chemical constituents in HPLC fingerprints and pharmacological indicators.
Eighteen characteristic common peaks were found in the HPLC fingerprints, including eleven known compounds and seven unknown compounds. Ferulic acid (FA), senkyunolide I (SI), senkyunolide A (SA), 3-n-butylphthalide (NBP), Z-ligustilide (LIG), Z-3-butylidenephthalide (BDPH), nookatone (NKT), levistilide A (LA), α-cyperone (CYP) and other five unknown compounds (P1, P2, P7, P8 and P9) were identified as quality markers. SA, NBP, LIG, NKT, CYP and other three unknown compounds (P1, P4 and P9) can be considered as anti-migraine prototype compounds. The quality markers and anti-migraine active components were further quantified in CRCR extract, rat serum and cerebral cortex by UPLC-MS/MS, which gives a clue to track the dynamic changes of the contents of the main constituents.
Our study explored the anti-migraine material basis, and could lay a foundation for the improvement of the quality control of CRCR in practice.
Guo L
，Gong M
，Wu S
，Qiu F
，Ma L
... -
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The discovery of Q-markers of Qiliqiangxin Capsule, a traditional Chinese medicine prescription in the treatment of chronic heart failure, based on a novel strategy of multi-dimensional "radar chart" mode evaluation.
Qiliqiangxin Capsule (QLQX), a traditional Chinese medicine (TCM) prescription, is especially used for clinical treatment of chronic heart failure (CHF) in China. However, the holistic quality control of QLQX has not been well established due to lack of system research on the quality marker (Q-marker).
In this study, a new strategy of multi-dimensional "radar chart" mode was proposed to overcome the problem that traditional methods cannot evaluate the multiple properties of Q-markers comprehensively and visually, and the strategy was successfully applied to discover the Q-markers of QLQX.
First, nineteen prototypes that entered the in vivo systemic circulation were selected out as the candidate Q-markers based on our previous studies of chemical and in vivo metabolic profiles. Then, their contents in QLQX were quantitatively analyzed by UHPLC-MS/MS, and the bioactivities on the H9c2 cardiomyocytes cell model was evaluated. The network of in vivo component-target closely related to CHF was further constructed. Finally, a multi-dimensional "radar chart" mode was developed and corresponding Regression Area (RA) and Coefficient Variation (CV) were calculated after data standardization and integration visually based on the Q-marker related multiple characteristics (including the compatibility contribution of herbal medicines, the content, the bioactivity, the in vivo predicted bioavailability and the degree of network pharmacology of candidate components in the TCM prescription).
By comparison of RA and CV of the chemicals in the "radar chart", seven compounds mainly from King and Minister herbs (songorin, calycosin-7-O-β-D-glucopyranoside, astragaloside, tanshinone IIA, ginsenoside Re, hesperidin and alisol A) were screened out as the Q-markers of QLQX, showing the reasonable compatibility contribution and high content in QLQX, preferable pharmacological effect on CHF, as well as good bioavailable characteristics and high target hits in system pharmacology.
The Q-marker discovery of QLQX in this study laid an important foundation for its quality control improvement, and the mode standardized the abstract definitions of Q-marker and realized the comprehensive assessment of multiple properties of Q-marker in TCM prescriptions, which has a reference value for revealing the Q-marker in the quality control researches of TCM prescriptions.
He L
，Liu Y
，Yang K
，Zou Z
，Fan C
，Yao Z
，Dai Y
，Li K
，Chen J
，Yao X
... -
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Quantitative ternary network-oriented discovery of Q-markers from traditional Chinese medicine prescriptions: Bu-Zhong-Yi-Qi-Tang as a case study.
The proposal of Q-markers for traditional Chinese medicine (TCM) represents a novel avenue of research pertaining to the quality control of TCM prescriptions. However, prior exploratory studies on Q-markers with multiple properties consistently neglected the consideration of weights, hampering our ability to accurately gauge the significance of each property and potentially leading to a flawed comprehension of Q-markers.
In this study, a quantitative ternary network strategy was firstly proposed to visually discover the Q-markers from TCM prescriptions, and it has been successfully applied into the quality control study of Bu-Zhong-Yi-Qi-Tang (BZYQT), a classical TCM prescription.
Firstly, the contents of 34 components in BZYQT, along with the kinetic features of 17 candidate Q-markers in biosamples (plasma and small intestinal contents), were characterized by UPLC-QqQ-MS/MS, and their immunomodulatory activities in macrophages and splenic lymphocytes were also assessed. Next, the obtained data were integrated into three properties: testability, bioavailability, effectiveness, and their weights were calculated using the entropy weight method to further establish a ternary network for quantitatively screening Q-markers. Subsequently, the identified Q-markers of BZYQT were utilized for the holistic quality evaluation of 36 batches of the commercial BZYQT preparation, Bu-Zhong-Yi-Qi-Pill (BZYQP) produced by three manufacturers, through similarity evaluation of the Q-marker-based fingerprint.
Nine compounds (hesperidin, astragaloside IV, ononin, 18β-glycyrrhizic acid, narirutin, calycosin, cimigenoside, astragaloside II, and liquiritin) showing three core properties, including testability, bioavailability, and effectiveness, were screened out as Q-markers of BZYQT based on their rankings in terms of regression area of the ternary network. Employing Q-markers as common peaks, the similarity values of 36 batches BZYQP ranged 0.914-0.998 under HPLC-UVD mode, and 0.631-1.000 under HPLC-ELSD mode, which were less than the similarity values evaluated by the conventional common peaks (HPLC-UVD mode: 0.946-0.990; HPLC-ELSD mode: 0.957-0.997). This observation suggests that the identified Q-markers are more representative as common peaks in chromatographic fingerprints for the holistic quality evaluation of TCM-related products from different manufacturers.
The quantitative discovery of Q-markers from BZYQT laid an important foundation for holistic quality assessment of its related commercially available products, and our work offering a new strategy for ensuring the consistency and efficacy of TCM prescriptions.
Hu L
，Chen G
，Chen J
，Zou Z
，Qiu Y
，Du J
，Tong X
，Chen J
，Yao X
，Lin P
，He L
，Yao Z
... -
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ResearchGate
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钛学术
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