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1.
J Pharm Biomed Anal ; 245: 116142, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-38631070

ABSTRACT

Traditional Chinese Medicine (TCM) is a supremely valuable resource for the development of drug discovery. Few methods are capable of hunting for potential molecule ligands from TCM towards more than one single protein target. In this study, a novel dual-target surface plasmon resonance (SPR) biosensor was developed to perform targeted compound screening of two key proteins involved in the cellular invasion process of the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2): the spike (S) protein receptor binding domain (RBD) and the angiotensin-converting enzyme 2 (ACE2). The screening and identification of active compounds from six Chinese herbs were conducted taking into consideration the multi-component and multi-target nature of Traditional Chinese Medicine (TCM). Puerarin from Radix Puerariae Lobatae was discovered to exhibit specific binding affinity to both S protein RBD and ACE2. The results highlight the efficiency of the dual-target SPR system in drug screening and provide a novel approach for exploring the targeted mechanisms of active components from Chinese herbs for disease treatment.


Subject(s)
Angiotensin-Converting Enzyme 2 , Drugs, Chinese Herbal , SARS-CoV-2 , Spike Glycoprotein, Coronavirus , Surface Plasmon Resonance , Angiotensin-Converting Enzyme 2/metabolism , Spike Glycoprotein, Coronavirus/metabolism , Surface Plasmon Resonance/methods , Drugs, Chinese Herbal/chemistry , Drugs, Chinese Herbal/pharmacology , Ligands , Humans , SARS-CoV-2/drug effects , Protein Binding , Medicine, Chinese Traditional/methods , Drug Discovery/methods , Drug Evaluation, Preclinical/methods , COVID-19/virology , COVID-19 Drug Treatment
2.
J Ethnopharmacol ; 328: 118075, 2024 Jun 28.
Article in English | MEDLINE | ID: mdl-38513779

ABSTRACT

ETHNOPHARMACOLOGICAL RELEVANCE: Tanacetum parthenium (L.) Schultz-Bip, commonly known as feverfew, has been traditionally used to treat fever, migraines, rheumatoid arthritis, and cancer. Parthenolide (PTL), the main bioactive ingredient isolated from the shoots of feverfew, is a sesquiterpene lactone with anti-inflammatory and antitumor properties. Previous studies showed that PTL exerts anticancer activity in various cancers, including hepatoma, cholangiocarcinoma, acute myeloid leukemia, breast, prostate, and colorectal cancer. However, the metabolic mechanism underlying the anticancer effect of PTL remains poorly understood. AIM OF THE STUDY: To explore the anticancer activity and underlying mechanism of PTL in human cholangiocarcinoma cells. MATERIAL AND METHODS: In this investigation, the effects and mechanisms of PTL on human cholangiocarcinoma cells were investigated via a liquid chromatography/mass spectrometry (LC/MS)-based metabolomics approach. First, cell proliferation and apoptosis were evaluated using cell counting kit-8 (CCK-8), flow cytometry analysis, and western blotting. Then, LC/MS-based metabolic profiling along with orthogonal partial least-squares discriminant analysis (OPLS-DA) has been constructed to distinguish the metabolic changes between the negative control group and the PTL-treated group in TFK1 cells. Next, enzyme-linked immunosorbent assay (ELISA) was applied to investigate the changes of metabolic enzymes associated with significantly alerted metabolites. Finally, the metabolic network related to key metabolic enzymes, metabolites, and metabolic pathways was established using MetaboAnalyst 5.0 and Kyoto Encyclopedia of Genes and Genomes (KEGG) Pathway Database. RESULTS: PTL treatment could induce the proliferation inhibition and apoptosis of TFK1 in a concentration-dependent manner. Forty-three potential biomarkers associated with the antitumor effect of PTL were identified, which primarily related to glutamine and glutamate metabolism, alanine, aspartate and glutamate metabolism, phenylalanine, tyrosine and tryptophan biosynthesis, phenylalanine metabolism, arginine biosynthesis, arginine and proline metabolism, glutathione metabolism, nicotinate and nicotinamide metabolism, pyrimidine metabolism, fatty acid metabolism, phospholipid catabolism, and sphingolipid metabolism. Pathway analysis of upstream and downstream metabolites, we found three key metabolic enzymes, including glutaminase (GLS), γ-glutamyl transpeptidase (GGT), and carnitine palmitoyltransferase 1 (CPT1), which mainly involved in glutamine and glutamate metabolism, glutathione metabolism, and fatty acid metabolism. The changes of metabolic enzymes associated with significantly alerted metabolites were consistent with the levels of metabolites, and the metabolic network related to key metabolic enzymes, metabolites, and metabolic pathways was established. PTL may exert its antitumor effect against cholangiocarcinoma by disturbing metabolic pathways. Furthermore, we selected two positive control agents that are considered as first-line chemotherapy standards in cholangiocarcinoma therapy to verify the reliability and accuracy of our metabolomic study on PTL. CONCLUSION: This research enhanced our comprehension of the metabolic profiling and mechanism of PTL treatment on cholangiocarcinoma cells, which provided some references for further research into the anti-cancer mechanisms of other drugs.


Subject(s)
Cholangiocarcinoma , Sesquiterpenes , Male , Humans , Glutamine , Reproducibility of Results , Metabolomics/methods , Sesquiterpenes/pharmacology , Sesquiterpenes/therapeutic use , Cholangiocarcinoma/drug therapy , Arginine , Phenylalanine , Glutathione , Fatty Acids , Glutamates , Biomarkers
3.
Hortic Res ; 11(1): uhad258, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38298899

ABSTRACT

Scutellaria baicalensis Georgi, also known as huang-qin in traditional Chinese medicine, is a widely used herbal remedy due to its anticancer, antivirus, and hepatoprotective properties. The S. baicalensis genome was sequenced many years ago; by contrast, the proteome as the executer of most biological processes of S. baicalensis in the aerial parts, as well as the secondary structure of the roots (xylem, phloem, and periderm), is far less comprehensively characterized. Here we attempt to depict the molecular landscape of the non-model plant S. baicalensis through a multi-omics approach, with the goal of constructing a highly informative and valuable reference dataset. Furthermore, we provide an in-depth characterization dissection to explain the two distinct flavonoid biosynthesis pathways that exist in the aerial parts and root, at the protein and phosphorylated protein levels. Our study provides detailed spatial proteomic and phosphoproteomic information in the context of secondary structures, with implications for the molecular profiling of secondary metabolite biosynthesis in non-model medicinal plants.

4.
Biomed Pharmacother ; 163: 114750, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37087978

ABSTRACT

Sorafenib is the first-line therapeutic agent for hepatocellular carcinoma (HCC), but the drug resistance has become a major impediment. Previously we found that the abnormal iron metabolism in HCC led to iron deficiency, whether it induces sorafenib resistance during the treatment of HCC is not yet disclosed. In this study, we observed the effects of iron deficiency on sorafenib resistance and explored the underlying mechanisms. The results revealed that the killing effects of sorafenib on HCC cells were weakened by iron deficiency but effectively restored by iron re-supplementation. The ferroptosis indicators, including the contents of lipid hydroperoxide (LPO) and malondialdehyde (MDA), the level of intracellular reactive oxygen species (ROS), and the expression of glutathione peroxidase 4 (GPX4), were not significantly changed by iron deficiency in sorafenib-treated HCC cells. However, the sorafenib-induced apoptosis of HCC cells was inhibited by iron deficiency. Notably, the expression of anti-apoptotic protein B-cell lymphoma-2 (BCL-2) was elevated, and the expressions of other apoptotic proteins, BCL2-associated X (Bax), caspase-3, and caspase-9, were inhibited by iron deficiency. Mechanistically, iron deficiency upregulated hypoxia-inducible factor 1 alpha (HIF-1α) to increase BCL-2. Inhibition of HIF-1α suppressed the iron deficiency-induced BCL-2 and sorafenib resistance. In summary, iron deficiency in HCC cells generated sorafenib resistance by increasing HIF-1α and BCL-2, which therefore inhibited the sorafenib-induced apoptosis of HCC cells. These results identified iron deficiency as a new factor of sorafenib resistance in HCC cells, which would be an effective target to alleviate sorafenib resistance.


Subject(s)
Antineoplastic Agents , Carcinoma, Hepatocellular , Iron Deficiencies , Liver Neoplasms , Humans , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Apoptosis , Carcinoma, Hepatocellular/pathology , Cell Line, Tumor , Hypoxia-Inducible Factor 1, alpha Subunit , Iron , Liver Neoplasms/pathology , Proto-Oncogene Proteins c-bcl-2 , Sorafenib/pharmacology , Sorafenib/therapeutic use
5.
Mol Omics ; 18(8): 805-813, 2022 09 26.
Article in English | MEDLINE | ID: mdl-35946375

ABSTRACT

The active ingredients of Traditional Chinese Medicine are an important source of bioactive molecules and play an important role in the research and development of innovative drugs. FA-30, which is a derivative of natural product ferulic acid, inhibited cervical cancer cell proliferation and induced apoptosis as well. To understand the underlying mechanisms of FA-30, a complementary multi-omics study was conducted. Cysteine and methionine metabolism and aminoacyl-tRNA biosynthesis pathways were significantly changed both at the metabolic level and proteomic level. This may help us to get a better understanding of cervical cancer and FA-30 at the same time.


Subject(s)
Biological Products , Uterine Cervical Neoplasms , Coumaric Acids , Cysteine , Female , Humans , Methionine , Proteomics , RNA, Transfer
6.
J Pharm Anal ; 12(3): 500-508, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35811628

ABSTRACT

Elucidating the active components of traditional Chinese medicine (TCM) is essential for understanding the mechanisms of TCM and promote its rational use as well as TCM-derived drug development. Recent studies have shown that surface plasmon resonance (SPR) technology is promising in this field. In the present study, we propose an SPR-based integrated strategy to screen and analyze the major active components of TCM. We used Radix Paeoniae Alba (RPA) as an example to identify the compounds that can account for its anti-inflammatory mechanism via tumor necrosis factor receptor type 1 (TNF-R1). First, RPA extraction was analyzed using an SPR-based screening system, and the potential active ingredients were collected, enriched, and identified as paeoniflorin and paeonol. Next, the affinity constants of paeoniflorin and paeonol were determined as 4.9 and 11.8 µM, respectively. Then, SPR-based competition assays and molecular docking were performed to show that the two compounds could compete with tumor necrosis factor-α (TNF-α) while binding to the subdomain 1 site of TNF-R1. Finally, in biological assays, the two compounds suppressed cytotoxicity and apoptosis induced by TNF-α in the L929 cell line. These findings prove that SPR technology is a useful tool for determining the active ingredients of TCM at the molecular level and can be used in various aspects of drug development. The SPR-based integrated strategy is reliable and feasible in TCM studies and will shed light on the elucidation of the pharmacological mechanism of TCM and facilitate its modernization.

7.
Article in Chinese | WPRIM | ID: wpr-955463

ABSTRACT

Elucidating the active components of traditional Chinese medicine(TCM)is essential for understanding the mechanisms of TCM and promote its rational use as well as TCM-derived drug development.Recent studies have shown that surface plasmon resonance(SPR)technology is promising in this field.In the present study,we propose an SPR-based integrated strategy to screen and analyze the major active components of TCM.We used Radix Paeoniae Alba(RPA)as an example to identify the compounds that can account for its anti-inflammatory mechanism via tumor necrosis factor receptor type 1(TNF-R1).First,RPA extraction was analyzed using an SPR-based screening system,and the potential active in-gredients were collected,enriched,and identified as paeoniflorin and paeonol.Next,the affinity con-stants of paeoniflorin and paeonol were determined as 4.9 and 11.8 μM,respectively.Then,SPR-based competition assays and molecular docking were performed to show that the two compounds could compete with tumor necrosis factor-α(TNF-α)while binding to the subdomain 1 site of TNF-R1.Finally,in biological assays,the two compounds suppressed cytotoxicity and apoptosis induced by TNF-α in the L929 cell line.These findings prove that SPR technology is a useful tool for determining the active in-gredients of TCM at the molecular level and can be used in various aspects of drug development.The SPR-based integrated strategy is reliable and feasible in TCM studies and will shed light on the eluci-dation of the pharmacological mechanism of TCM and facilitate its modernization.

8.
J Ethnopharmacol ; 271: 113837, 2021 May 10.
Article in English | MEDLINE | ID: mdl-33460755

ABSTRACT

ETHNOPHARMACOLOGICAL RELEVANCE: Saposhnikovia divaricata (SD), a Chinese crude drug, has long been recognized for therapeutic effect to rheumatoid arthritis (RA). At present, the mechanisms of SD treatment in RA have not been fully understood especially on the perspective of metabolomics. AIM OF THE STUDY: To study the pharmacodynamic effects of Saposhnikovia divaricata decoction on CIA rats, and explore the therapeutic mechanism by metabolomics methods. MATERIALS AND METHODS: Wistar rats were randomly divided into normal group, CIA model group, dexamethasone group and SD decoction groups (10 g crude drug/kg, 5 g crude drug/kg and 2.5 g crude drug/kg of SDD). Body weight, arthritis scores, serum cytokine levels and histopathological parameters of rats were assessed. A metabolomics method based on ultra-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry (UHPLC-Q-TOFMS) was established to collect the metabolic profiles of rats and explore the metabolic changes that occurred after SDD treatment. RESULTS: SDD showed its protective effect on the affected joints, especially in the middle dosage group of SDD. Eighteen and 13 potential biomarkers for the SDD treatment of CIA rats were identified in the plasma and urine, respectively. SDD could regulate the disturbed metabolic pathways including tryptophan metabolism, glycerophospholipid catabolism, primary bile acid biosynthesis and fatty acid metabolism. CONCLUSIONS: In summary, SDD treatment could effectively alleviate symptoms of RA and regulate metabolic disorders in CIA rats.


Subject(s)
Anti-Inflammatory Agents/pharmacology , Apiaceae/chemistry , Arthritis, Experimental/drug therapy , Drugs, Chinese Herbal/pharmacology , Metabolome/drug effects , Metabolomics/methods , Animals , Ankle Joint/metabolism , Ankle Joint/pathology , Anti-Inflammatory Agents/therapeutic use , Arthritis, Experimental/chemically induced , Arthritis, Experimental/pathology , Biomarkers/blood , Biomarkers/urine , Chromatography, High Pressure Liquid , Collagen/toxicity , Cytokines/metabolism , Drugs, Chinese Herbal/therapeutic use , Male , Mass Spectrometry , Rats, Wistar , Severity of Illness Index , Signal Transduction/drug effects
9.
Free Radic Biol Med ; 161: 187-197, 2020 12.
Article in English | MEDLINE | ID: mdl-33080340

ABSTRACT

Increasing populations are found to bear mild hepatic iron overload (HIO) due to unhealthy lifestyles, metabolic diseases, etc., whether this mild but chronic HIO induces hepatic inflammation is unknown. In the present study, mice receiving a 12-months 0.3% dextran-iron diet show mild HIO with no detectable oxidative damages in the liver but have infiltrated macrophages and increased IL-6, TNFα, AST and ALT since 6-months. The HNF4α/miR-122/CCL2 pathway, identified by our previous studies to induce macrophages infiltration, is initiated by chronic mild HIO. After excluding the role of DNA methylation, a modified transcription factor microarray is applied to find that transcription factor YY1 is responsible for HIO-decreased HNF4α expression. Then the E3 ubiquitin ligase TRIP12 is identified by an immunoprecipitation coupled LC-MS/MS and proved to bind and ubiquitinate YY1, leading to its degradation. The overexpression or silence of YY1 in the liver regulates the HNF4α/miR-122/CCL2 pathway. More importantly, YY1 overexpression alleviates chronic mild HIO induced hepatic inflammatory responses. In conclusion, these results elucidate an oxidative-stress-independent, TRIP12/YY1/HNF4α/miR-122/CCL2 pathway of chronic mild HIO inducing hepatic inflammation, implying that effective measures in addition to antioxidants are needed for individuals at the risk of chronic mild HIO.


Subject(s)
Iron Overload , Tandem Mass Spectrometry , Ubiquitin-Protein Ligases , Animals , Chromatography, Liquid , Inflammation/genetics , Iron Overload/genetics , Liver , Mice , Ubiquitin-Protein Ligases/genetics , YY1 Transcription Factor/genetics
10.
Anal Chem ; 92(5): 3972-3980, 2020 03 03.
Article in English | MEDLINE | ID: mdl-32045214

ABSTRACT

Membrane proteins (MPs) are playing important roles in several biological processes. Screening new candidate compounds targeting MPs is important for drug discovery. However, it remains challenging to characterize the interactions between MPs and small-molecule ligands in a label-free method. In this study, a surface plasmon resonance (SPR)-based membrane protein-targeted active ingredients recognition strategy was constructed. This strategy contains two major modules: affinity detection module and ligand screening module. Through the combination of these two functional modules, it is feasible to screen small molecular ligands targeting MPs from herbal medicines. First, we have constructed high/low comparative C-X-C chemokine receptor type 4 (CXCR4)-expressed lentiviral particles (LVPs) models and characterized the expression levels. Then we immobilized LVPs on CM5 chips and detected the affinity between AMD3100 and CXCR4 by using affinity detection module. The KD of AMD3100 was 32.48 ± 3.17 nM. Furthermore, the suitability and robustness of the ligand screening module were validated by using AMD3100 as a positive compound. Subsequently, this module was applied in the screening of CXCR4 small molecular ligands from herbal medicine extracts. Senkyunolide I was screened out from Chuanxiong extract. The affinity constant between senkyunolide I and CXCR4 was 2.94 ± 0.36 µM. The Boyden chamber assay revealed that senkyunolide I could inhibit cell migration process. In conclusion, an SPR-based small molecular ligand recognition strategy combined with virus-based membrane protein stabilization method was constructed. The SPR-based membrane protein-targeted active ingredients recognition strategy will be an effective tool to screen target components from complex systems acting on MPs.


Subject(s)
Ligands , Membrane Proteins/chemistry , Plants, Medicinal/chemistry , Surface Plasmon Resonance/methods , Benzofurans/chemistry , Benzofurans/metabolism , Benzylamines , Cyclams , Drugs, Chinese Herbal/chemistry , HEK293 Cells , Heterocyclic Compounds/chemistry , Heterocyclic Compounds/metabolism , Humans , Lentivirus/genetics , Plants, Medicinal/metabolism , Protein Binding , RNA Interference , RNA, Small Interfering/metabolism , Receptors, CXCR4/antagonists & inhibitors , Receptors, CXCR4/genetics , Receptors, CXCR4/metabolism , Virion/chemistry
11.
Biomed Chromatogr ; 34(3): e4778, 2020 Mar.
Article in English | MEDLINE | ID: mdl-31826299

ABSTRACT

Saposhnikovia divaricata is a commonly used traditional Chinese medicine in treating various diseases such as pyrexia, rheumatism and headache. So far, there have been few reports on the metabolism of orally administered Saposhnikovia divaricate decoction (SDD), hindering further study on its bioactive components and their pharmacological characteristics. In the present study, ultra-performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UHPLC-Q-TOFMS) was used coupled with principal component analysis (PCA) and partial least squared discriminant analysis (PLS-DA) to rapidly discover and identify the metabolites of SDD. According to the result of PLS-DA, a total of 139 ions of interest including 87 positive ions and 52 negative ions were extracted as SDD-related xenobiotics in urine. Finally, 12 and 65 compounds were identified as absorbed parent components and metabolites of SDD, respectively. Among them, 40 new metabolites were reported for the first time. Our results suggested that hydrolysis, hydroxylation, glucuronidation and sulfation are the major metabolic pathways of chromones, while hydroxylation, hydrogenation and sulfation are the main metabolic pathways of coumarins. This study is the first to explore the absorption and metabolism of SDD using UHPLC-Q-TOFMS, with results providing a basis for further study of its pharmacokinetics and discovery of its bioactive components.


Subject(s)
Apiaceae , Chromatography, High Pressure Liquid/methods , Drugs, Chinese Herbal , Mass Spectrometry/methods , Animals , Chromones/metabolism , Chromones/urine , Drugs, Chinese Herbal/metabolism , Drugs, Chinese Herbal/pharmacokinetics , Male , Multivariate Analysis , Rats , Rats, Wistar
12.
J Pharm Biomed Anal ; 171: 35-42, 2019 Jul 15.
Article in English | MEDLINE | ID: mdl-30965219

ABSTRACT

Screening of bioactive ligands for a certain protein target from medicinal herbs is a highly important yet challenging task during drug discovery process. In this study, a surface plasmon resonance biosensor-based active ingredient recognition system (SPR-AIRS) was applied to screen p38 mitogen-activated protein kinase (p38) ligands from herbal extracts. After p38 protein was immobilized on a SPR chip and the suitability of SPR-AIRS was validated, thirty-four p38-related medicinal herbs were selected and pre-screened. Two medicinal herbs having high response signal with p38-immobilized chip, Folium Ginkgo and Herba Artemisiae Scopariae, were injected into SPR system for ligand fishing. Among them, two active compounds, eupatilin (EPT) and ginkgolide B (GKB), were identified as p38 ligands, and then the KD values of EPT and GKB were measured as 21.68 ± 2.21 and 44.71 ± 1.80 µM, respectively. They can inhibit p38 activities significantly and bind to the ATP binding site on p38. Furthermore, EPT and GKB can inhibit cell proliferation (IC50 = 30.31 ± 6.84 and 42.97 ± 0.83 µM), induce apoptosis and G2/M cell cycle arrest against K562 cell line. This is the first time that EPT and GKB are reported as effective p38 binding ligands. These results prove that SPR-AIRS could be an effective method to screen active compounds acting on a specific protein from complex systems.


Subject(s)
Artemisia/chemistry , Flavonoids/isolation & purification , Ginkgo biloba/chemistry , Ginkgolides/isolation & purification , Lactones/isolation & purification , Surface Plasmon Resonance/methods , p38 Mitogen-Activated Protein Kinases/antagonists & inhibitors , Binding, Competitive , Cell Culture Techniques , Cell Cycle Checkpoints/drug effects , Cell Proliferation/drug effects , Flavonoids/pharmacology , Ginkgolides/pharmacology , Humans , K562 Cells , Lactones/pharmacology , Ligands , Protein Binding
13.
Anal Chem ; 90(18): 10765-10770, 2018 09 18.
Article in English | MEDLINE | ID: mdl-30148354

ABSTRACT

A novel "Prediction and Confirmation" (PC) strategy was proposed for characterizing phosphodiesterase-5 inhibitor (PDE-5) derivatives in botanical dietary supplements (BDSs) for on-site detection. Discovery Studio (DS) and density functional theory (DFT) calculations were used for the "Prediction" step in order to estimate PDE-5 derivative structures and theoretical Raman shifts without synthesizing the derivatives. After 11 potentially bioactive sildenafil derivatives were acquired through DS, 32 common calculated Raman shifts were obtained through DFT. The mean absolute wavenumber deviation (δ, peak range) of the major bands and the minimum number (τ) of Raman spectral peaks matching the calculated common shifts were optimized, so that a positive result of an unknown sample could be reasonably produced. In this study, δ was set at ±10 cm-1 and the corresponding τ was set at 4-5 after optimization. Surface plasmon resonance (SPR) biosensor and surface-enhanced Raman scattering (SERS) detection were the "Confirmation" step to validate the reliability and accuracy of DS and DFT in the "Prediction" step, respectively. The optimized δ and τ criteria were used as indexes for on-site SERS detection after thin-layer chromatographic (TLC) separation of six real-world samples, one of which was preliminarily identified as "suspected positive samples." This strategy allows for a quick determination of the BDSs adulterated with sildenafil or its derivatives, independent of any standard materials.


Subject(s)
Dietary Supplements/analysis , Models, Theoretical , Phosphodiesterase 5 Inhibitors/analysis , Plant Extracts/chemistry , Sildenafil Citrate/analysis , Biosensing Techniques , Chromatography, Thin Layer , Density Functional Theory , Molecular Docking Simulation , Phosphodiesterase 5 Inhibitors/standards , Reference Standards , Sildenafil Citrate/standards , Spectrum Analysis, Raman , Surface Plasmon Resonance/methods
14.
Anal Chem ; 90(15): 8936-8945, 2018 08 07.
Article in English | MEDLINE | ID: mdl-29953204

ABSTRACT

A surface plasmon resonance (SPR) biosensor-based active ingredients recognition system (SPR-AIRS) was developed, validated, and applied to screen signal transducer and activator of transcription 3 (STAT3) ligands. First, features of the screening system were investigated in four aspects: (1) specificity of the STAT3-immobilized chip, it shows that the chip could be applied to screen STAT3 ligands from complex mixture; (2) linearity and limit of detection (LOD) of the system, the minimum recovery cycle number was determined as 5 cycles; (3) saturability of the chip, the results indicate that it is necessary to select a proper concentration based on the compound's Kd value; (4) robustness of the system, it indicates that inactive compounds in the matrix could not interfere with active compounds in the process of screening. Next, SPR-AIRS was applied to screen STAT3 ligands from medicinal herbs. Nine candidate compounds were fished out. Then SPR assay and molecular docking were performed to verify the interplay between STAT3 and candidate compounds. Apoptosis assay and luciferase report assay were performed to investigate the drug effect of candidate compounds on STAT3 activity. Western blot results indicated that neobaicalein and polydatin could inhibit the phosphorylation of STAT3. As far as we know, this is the first time that neobaicalein and polydatin are reported as effective STAT3 ligands. In a conclusion, we have systemically demonstrated the feasibility of SPR biosensor-based screening method applying to complex drug systems, and our findings suggest that SPR-AIRS could be a sensitive and effective solution for the discovery of active compounds from a complex matrix.


Subject(s)
Plant Extracts/chemistry , Plant Extracts/pharmacology , Plants, Medicinal/chemistry , STAT3 Transcription Factor/metabolism , Surface Plasmon Resonance/methods , Apoptosis/drug effects , Drug Discovery/methods , Drug Evaluation, Preclinical/methods , Hep G2 Cells , Humans , Immobilized Proteins/metabolism , Ligands , MCF-7 Cells , Molecular Docking Simulation
15.
J Chromatogr A ; 1540: 68-76, 2018 Mar 09.
Article in English | MEDLINE | ID: mdl-29433821

ABSTRACT

Cell membrane chromatography (CMC) has been successfully applied to screen bioactive compounds from Chinese herbs for many years, and some offline and online two-dimensional (2D) CMC-high performance liquid chromatography (HPLC) hyphenated systems have been established to perform screening assays. However, the requirement of sample preparation steps for the second-dimensional analysis in offline systems and the need for an interface device and technical expertise in the online system limit their extensive use. In the present study, an offline 2D CMC-HPLC analysis combined with the XCMS (various forms of chromatography coupled to mass spectrometry) Online statistical tool for data processing was established. First, our previously reported online 2D screening system was used to analyze three Chinese herbs that were reported to have potential anti-inflammatory effects, and two binding components were identified. By contrast, the proposed offline 2D screening method with XCMS Online analysis was applied, and three more ingredients were discovered in addition to the two compounds revealed by the online system. Then, cross-validation of the three compounds was performed, and they were confirmed to be included in the online data as well, but were not identified there because of their low concentrations and lack of credible statistical approaches. Last, pharmacological experiments showed that these five ingredients could inhibit IL-6 release and IL-6 gene expression on LPS-induced RAW cells in a dose-dependent manner. Compared with previous 2D CMC screening systems, this newly developed offline 2D method needs no sample preparation steps for the second-dimensional analysis, and it is sensitive, efficient, and convenient. It will be applicable in identifying active components from Chinese herbs and practical in discovery of lead compounds derived from herbs.


Subject(s)
Chemistry Techniques, Analytical/methods , Chromatography, High Pressure Liquid , Data Interpretation, Statistical , Drugs, Chinese Herbal/chemistry , Mass Spectrometry , Cell Membrane/chemistry , Chemistry Techniques, Analytical/instrumentation , Humans , Online Systems
16.
J Ethnopharmacol ; 219: 359-368, 2018 Jun 12.
Article in English | MEDLINE | ID: mdl-29366769

ABSTRACT

ETHNOPHARMACOLOGICAL RELEVANCE: Yangxinshi tablet (YXST) is an effective treatment for heart failure and myocardial infarction; it consists of 13 herbal medicines formulated according to traditional Chinese Medicine (TCM) practices. It has been used for the treatment of cardiovascular disease for many years in China. MATERIALS AND METHODS: In this study, a network pharmacology-based strategy was used to elucidate the mechanism of action of YXST for the treatment of heart failure. Cardiovascular disease-related protein target and compound databases were constructed for YXST. A molecular docking platform was used to predict the protein targets of YXST. The affinity between proteins and ingredients was determined using surface plasmon resonance (SPR) assays. The action modes between targets and representative ingredients were calculated using Glide docking, and the related pathways were predicted using the Kyoto Encyclopedia of Genes and Genomes (KEGG) database. RESULTS: A protein target database containing 924 proteins was constructed; 179 compounds in YXST were identified, and 48 compounds with high relevance to the proteins were defined as representative ingredients. Thirty-four protein targets of the 48 representative ingredients were analyzed and classified into two categories: immune and cardiovascular systems. The SPR assay and molecular docking partly validated the interplay between protein targets and representative ingredients. Moreover, 28 pathways related to heart failure were identified, which provided directions for further research on YXST. CONCLUSIONS: This study demonstrated that the cardiovascular protective effect of YXST mainly involved the immune and cardiovascular systems. Through the research strategy based on network pharmacology, we analysis the complex system of YXST and found 48 representative compounds, 34 proteins and 28 related pathways of YXST, which could help us understand the underlying mechanism of YSXT's anti-heart failure effect. The network-based investigation could help researchers simplify the complex system of YXSY. It may also offer a feasible approach to decipher the chemical and pharmacological bases of other TCM formulas.


Subject(s)
Drug Delivery Systems/methods , Drugs, Chinese Herbal/analysis , Drugs, Chinese Herbal/therapeutic use , Heart Failure/drug therapy , Medicine, Chinese Traditional/methods , Molecular Docking Simulation/methods , Drugs, Chinese Herbal/chemistry , Forecasting , High-Throughput Screening Assays/methods , Protein Structure, Secondary , Tablets
18.
Mol Biosyst ; 12(11): 3347-3356, 2016 10 18.
Article in English | MEDLINE | ID: mdl-27754507

ABSTRACT

Herbal medicines have long been widely used in the treatment of various complex diseases in China. However, the active constituents and therapeutic mechanisms of many herbal medicines remain undefined. Therefore, the identification of the active components and target proteins in these herbal medicines is a formidable task in herbal medicine research. In this study, we proposed a strategy, which integrates network pharmacology with biomedical analysis and surface plasmon resonance (SPR) to predict the active ingredients and potential targets of herbal medicine Sophora flavescens or Kushen in Chinese, and evaluate its anti-fibrosis activity. First, we applied a virtual HTDocking platform to predict the potential targets of Kushen related to liver fibrosis by selecting five crucial protein targets based on network parameters and text mining. Then, we identified nine components in mice plasma after oral administration of Kushen extract and determined the plasma concentration of each compound. Binding affinities between the nine potential active compounds and five target proteins were detected by SPR assays. Finally, we constructed a multi-parameter network model on the basis of three important parameters to tentatively explain the anti-fibrosis mechanism of Kushen. The results not only provide evidence for the therapeutic mechanism of Kushen but also shed new light on the activity-based analysis of other Chinese herbal medicines.


Subject(s)
Drug Discovery , Herbal Medicine , Plant Preparations/chemistry , Administration, Oral , Animals , Computer Simulation , Databases, Chemical , Disease Models, Animal , Drug Discovery/methods , Drug Monitoring , Drugs, Chinese Herbal/chemistry , Drugs, Chinese Herbal/pharmacokinetics , Liver Cirrhosis/drug therapy , Mice , Models, Animal , Plant Preparations/pharmacokinetics , Surface Plasmon Resonance
19.
Anal Bioanal Chem ; 408(19): 5359-67, 2016 Jul.
Article in English | MEDLINE | ID: mdl-27225174

ABSTRACT

Identification of bioactive compounds directly from complex herbal extracts is a key issue in the study of Chinese herbs. The present study describes the establishment and application of a sensitive, efficient, and convenient method based on surface plasmon resonance (SPR) biosensors for screening active ingredients targeting tumor necrosis factor receptor type 1 (TNF-R1) from Chinese herbs. Concentration-adjusted herbal extracts were subjected to SPR binding assay, and a remarkable response signal was observed in Rheum officinale extract. Then, the TNF-R1-bound ingredients were recovered, enriched, and analyzed by UPLC-QTOF/MS. As a result, physcion-8-O-ß-D-monoglucoside (PMG) was identified as a bioactive compound, and the affinity constant of PMG to TNF-R1 was determined by SPR affinity analysis (K D = 376 nM). Pharmacological assays revealed that PMG inhibited TNF-α-induced cytotoxicity and apoptosis in L929 cells via TNF-R1. Although PMG was a trace component in the chemical constituents of the R. officinale extract, it had considerable anti-inflammatory activities. It was found for the first time that PMG was a ligand for TNF receptor from herbal medicines. The proposed SPR-based screening method may prove to be an effective solution to analyzing bioactive components of Chinese herbs and other complex drug systems. Graphical abstract Scheme of the method based on SPR biosensor for screening and recovering active ingredients from complex herbal extracts and UPLC-MS for identifying them. Scheme of the method based on SPR biosensor for screening and recovering active ingredients from complex herbal extracts and UPLC-MS for identifying them.


Subject(s)
Biosensing Techniques/instrumentation , Chromatography, High Pressure Liquid/methods , Drugs, Chinese Herbal/chemistry , Magnetic Resonance Spectroscopy/instrumentation , Protein Interaction Mapping/methods , Receptors, Tumor Necrosis Factor/chemistry , Surface Plasmon Resonance/instrumentation , Binding Sites , Biosensing Techniques/methods , Drug Discovery/methods , Equipment Design , Equipment Failure Analysis , Ligands , Magnetic Resonance Spectroscopy/methods , Plant Extracts/chemistry , Plants, Medicinal/chemistry , Protein Binding , Reproducibility of Results , Sensitivity and Specificity
20.
J Mass Spectrom ; 50(11): 1294-304, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26505775

ABSTRACT

Valepotriates, plant secondary metabolites of the family Valerianaceae, contain various acyloxy group linkages to the valepotriate nucleus and exhibit significant biological activities. Identification of valepotriates is important to uncover potential lead compounds for the development of new sedative and antitumor drugs. However, making their structure elucidation by nuclear magnetic resonance (NMR) experiments is too difficult to be realized because of the overlapped carbonyl carbon signals of acyloxy groups substituted at different positions. Thus, the mass spectrometric profiling of these compounds in positive ion mode was developed to unveil the exact linkage of acyloxy group and the core of valepotriate. In this study, electrospray ionization tandem multistage mass spectrometry (ESI-MS/MS(n)) in ion trap and collision-induced dissociation tandem MS were used to investigate the fragmentation pathways of four types of valepotriates in Valeriana jatamansi, including 5-hydroxy-5,6-dihydrovaltrate hydrin (5-hydroxy-5,6-dihydrovaltrate chlorohydrin), 5,6-dihydrovaltrate hydrin (5,6-dihydrovaltrate chlorohydrin), 5-hydroxy-5,6-dihydrovaltrate and valtrate hydrin (valtrate chlorohydrin). The high-resolution mass spectrum (HRMS) data of all the investigated valepotriates from quadrupole time-of-flight MS/MS were used as a supportive of the fragmentation rules we hypothesized from ion-trap stepwise MS(n). As a result, the loss sequence of acyloxy groups and the abundance of key product ions, in combination with the characteristic product ions corresponding to the valepotriate nucleus, could readily differentiate the four different types of valepotriates. The summarized fragmentation rules were also successfully exploited for the structural characterization of three new trace valepotriates from V. jatamansi. The results indicated that the developed analytical method could be employed as a rapid, effective technique for structural characterization of valepotriates, especially for the trace compounds that could not be identified by NMR techniques. This study may also arouse interest for further structural analysis of other valepotriate-containing type herbal medicines.


Subject(s)
Spectrometry, Mass, Electrospray Ionization/methods , Tandem Mass Spectrometry/methods , Valerian/chemistry , Iridoids/analysis , Iridoids/chemistry , Molecular Structure , Secondary Metabolism , Valerian/metabolism
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