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Wu Z, Tian J, Xin X, Tian J, Lim SS, Yan H, Wang Z. Identification of aldose reductase inhibitors from the flowers of Tussilago farfara using PCN-222 metal-organic framework-based immobilization-free affinity selection coupled with high-performance liquid chromatography. J Chromatogr A 2025; 1748:465879. [PMID: 40117791 DOI: 10.1016/j.chroma.2025.465879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2024] [Revised: 02/18/2025] [Accepted: 03/15/2025] [Indexed: 03/23/2025]
Abstract
Inhibition of aldose reductase (AR) activity is promising for mitigating diabetic complications. This study proposed a novel screening approach combining PCN-222 metal-organic framework (MOF)-based immobilization-free affinity selection with high-performance liquid chromatography to identify AR inhibitors (ARIs) from natural product extracts. As a proof-of-concept, the AR inhibitory activity of the flowers of Tussilago farfara L. (FTF) was evaluated, and ARIs in FTF were identified using the proposed approach. To validate the screening results, major constituents of FTF were isolated for functional assays, inhibitory kinetics, and interaction mechanisms. The results demonstrated significant inhibitory activity of FTF extracts against AR (IC50 = 3.49 µg/mL), with chlorogenic acid (IC50 = 0.97 µM, Ki = 1.21 µM, Ka = 4.88 × 104 L/mol), isochlorogenic acid A (IC50 = 0.76 µM, Ki = 0.61 µM, Ka = 5.25 × 104 L/mol), isochlorogenic acid C (IC50 = 1.83 µM, Ki = 1.24 µM, Ka = 4.25 × 105 L/mol), and isochlorogenic acid B (IC50 = 0.95 µM, Ki = 0.40 µM, Ka = 3.64 × 104 L/mol) identified using the proposed method, where all exhibited high binding affinity to AR. In contrast, rutin (IC50 = 3.69 µM, Ki = 5.60 µM, Ka = 2.93 × 104 L/mol), despite being confirmed as an ARI, exhibited weaker binding affinity to AR and was not identified by this approach. These findings demonstrate the effectiveness of the proposed method for efficiently identifying enzyme inhibitors with high binding affinities, and represent the first application of MOFs in immobilization-free affinity selection screening methods.
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Affiliation(s)
- Zhaoyang Wu
- Hebei Key Laboratory of Public Health Safety, School of Public Health, Hebei University, Baoding 071002, China; Department of Food Science and Nutrition, Hallym University, 1 Hallymdeahak-gil, Chuncheon, 24252, Republic of Korea
| | - Jiayin Tian
- Hebei Key Laboratory of Public Health Safety, School of Public Health, Hebei University, Baoding 071002, China
| | - Xuelian Xin
- Hebei Key Laboratory of Public Health Safety, School of Public Health, Hebei University, Baoding 071002, China
| | - Jinlu Tian
- Hebei Key Laboratory of Public Health Safety, School of Public Health, Hebei University, Baoding 071002, China
| | - Soon Sung Lim
- Department of Food Science and Nutrition, Hallym University, 1 Hallymdeahak-gil, Chuncheon, 24252, Republic of Korea
| | - Hongyuan Yan
- Hebei Key Laboratory of Public Health Safety, School of Public Health, Hebei University, Baoding 071002, China; State Key Laboratory of New Pharmaceutical Preparations and Excipients, Key Laboratory of Medicinal Chemistry and Molecular Diagnosis of Ministry of Education, College of Chemistry and Materials Science, Hebei University, Baoding 071002, China
| | - Zhiqiang Wang
- Hebei Key Laboratory of Public Health Safety, School of Public Health, Hebei University, Baoding 071002, China; State Key Laboratory of New Pharmaceutical Preparations and Excipients, Key Laboratory of Medicinal Chemistry and Molecular Diagnosis of Ministry of Education, College of Chemistry and Materials Science, Hebei University, Baoding 071002, China.
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Wu Z, Zuo G, Lee SK, Kang SM, Lee SY, Noreen S, Lim SS. Screening and Evaluation of Active Compounds in Polyphenol Mixtures by a Novel AAPH Offline HPLC Method and Its Application. Foods 2023; 12:foods12061258. [PMID: 36981186 PMCID: PMC10048677 DOI: 10.3390/foods12061258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 03/13/2023] [Accepted: 03/14/2023] [Indexed: 03/18/2023] Open
Abstract
In this study, we developed a novel offline high-performance liquid chromatography (HPLC) method based on 2,2′-azobis(2-amidinopropane) dihydrochloride (AAPH) radicals for antioxidant screening in 20 polyphenolic compounds and used the Trolox equivalent antioxidant capacity assay to evaluate their antioxidant activity. Compared to the existing offline HPLC methods based on 2,2′-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid (ABTS) and 2,2-diphenyl-1-picrylhydrazyl (DPPH), the offline HPLC method based on the AAPH radical is more sensitive. Additionally, we applied this method to Lepechinia meyenii (Walp.) Epling extract and screened out seven antioxidants, caffeic acid, hesperidin, rosmarinic acid, diosmin, methyl rosmarinate, diosmetin, and n-butyl rosmarinate, which are known antioxidants. Therefore, this study provides new insights into the screening of antioxidants in natural extracts.
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Affiliation(s)
- Zhaoyang Wu
- Department of Food Science and Nutrition, Hallym University, 1 Hallymdeahak-gil, Chuncheon 24252, Republic of Korea
| | - Guanglei Zuo
- Pharmaceutical Informatics Institute, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China
- Innovation Center of Translational Pharmacy, Jinhua Institute, Zhejiang University, Jinhua 321016, China
| | - Soo-Kyeong Lee
- Department of Food Science and Nutrition, Hallym University, 1 Hallymdeahak-gil, Chuncheon 24252, Republic of Korea
- Institute of Korean Nutrition, Hallym University, 1 Hallymdeahak-gil, Chuncheon 24252, Republic of Korea
| | - Sung-Mo Kang
- Department of Food Science and Nutrition, Hallym University, 1 Hallymdeahak-gil, Chuncheon 24252, Republic of Korea
| | - Sang-Youn Lee
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon 24252, Republic of Korea
| | - Saba Noreen
- Department of Food Science and Nutrition, Hallym University, 1 Hallymdeahak-gil, Chuncheon 24252, Republic of Korea
| | - Soon-Sung Lim
- Department of Food Science and Nutrition, Hallym University, 1 Hallymdeahak-gil, Chuncheon 24252, Republic of Korea
- Institute of Korean Nutrition, Hallym University, 1 Hallymdeahak-gil, Chuncheon 24252, Republic of Korea
- Correspondence:
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Ramírez-Velásquez IM, Bedoya-Calle ÁH, Vélez E, Caro-Lopera FJ. Dissociation Mode of the O-H Bond in Betanidin, pK a-Clusterization Prediction, and Molecular Interactions via Shape Theory and DFT Methods. Int J Mol Sci 2023; 24:ijms24032923. [PMID: 36769241 PMCID: PMC9917436 DOI: 10.3390/ijms24032923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Revised: 12/16/2022] [Accepted: 12/18/2022] [Indexed: 02/05/2023] Open
Abstract
Betanidin (Bd) is a nitrogenous metabolite with significant bioactive potential influenced by pH. Its free radical scavenging activity and deprotonation pathway are crucial to studying its physicochemical properties. Motivated by the published discrepancies about the best deprotonation routes in Bd, this work explores all possible pathways for proton extractions on that molecule, by using the direct approach method based on pKa. The complete space of exploration is supported by a linear relation with constant slope, where the pKa is written in terms of the associated deprotonated molecule energy. The deprotonation rounds 1, …, 6 define groups of parallel linear models with constant slope. The intercepts of the models just depend on the protonated energy for each round, and then the pKa can be trivially ordered and explained by the energy. We use the direct approximation method to obtain the value of pKa. We predict all possible outcomes based on a linear model of the energy and some related verified assumptions. We also include a new measure of similarity or dissimilarity between the protonated and deprotonated molecules, via a geometric-chemical descriptor called the Riemann-Mulliken distance (RMD). The RMD considers the cartesian coordinates of the atoms, the atomic mass, and the Mulliken charges. After exploring the complete set of permutations, we show that the successive deprotonation process does not inherit the local energy minimum and that the commutativity of the paths does not hold either. The resulting clusterization of pKa can be explained by the local acid and basic groups of the BD, and the successive deprotonation can be predicted by using the chemical explained linear models, which can avoid unnecessary optimizations. Another part of the research uses our own algorithm based on shape theory to determine the protein's active site automatically, and molecular dynamics confirmed the results of the molecular docking of Bd in protonated and anionic form with the enzyme aldose reductase (AR). Also, we calculate the descriptors associated with the SET and SPLET mechanisms.
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Affiliation(s)
- Iliana María Ramírez-Velásquez
- Faculty of Exact and Applied Sciences, Instituto Tecnológico Metropolitano, Medellín 050034, Colombia
- Faculty of Basic Sciences, University of Medellin, Medellín 050026, Colombia
- Correspondence: (I.M.R.-V.); (F.J.C.-L.)
| | | | - Ederley Vélez
- Faculty of Basic Sciences, University of Medellin, Medellín 050026, Colombia
| | - Francisco J. Caro-Lopera
- Faculty of Basic Sciences, University of Medellin, Medellín 050026, Colombia
- Correspondence: (I.M.R.-V.); (F.J.C.-L.)
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Huang X, Gao W, Yun X, Qing Z, Zeng J. Effect of Natural Antioxidants from Marigolds (Tagetes erecta L.) on the Oxidative Stability of Soybean Oil. Molecules 2022; 27:molecules27092865. [PMID: 35566214 PMCID: PMC9105600 DOI: 10.3390/molecules27092865] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 04/27/2022] [Accepted: 04/28/2022] [Indexed: 02/06/2023] Open
Abstract
In recent years, synthetic antioxidants that are widely used in foods have been shown to cause detrimental health effects, and there has been growing interest in antioxidants realised from natural plant extracts. In this study, we investigate the potential effects of natural antioxidant components extracted from the forage plant marigold on the oxidative stability of soybean oil. First, HPLC-Q-TOF-MS/MS was used with 1,1-diphenyl-2-picrylhydrazyl (DPPH) to screen and identify potential antioxidant components in marigold. Four main antioxidant components were identified, including quercetagetin-7-O-glucoside (1), quercetagetin (2), quercetin (3) and patuletin (4). Among them, quercetagetin (QG) exhibited the highest content and the strongest DPPH radical scavenging activity and effectively inhibited the production of oxidation products in soybean oil during accelerated oxidation, as indicated by reductions in the peroxide value (PV) and acid value (AV). Then, the fatty acids and volatile compounds of soybean oil were determined with gas chromatography–mass spectrometry (GC-MS) and headspace solid-phase microextraction–gas chromatography–mass spectrometry (HS-SPME-GC-MS). A total of 108 volatile components, including 16 alcohols, 23 aldehydes, 25 ketones, 4 acids, 15 esters, 18 hydrocarbons, and 7 other compounds, were identified. QG significantly reduced the content and number of aldehydes and ketones, whereas the formation of acids and hydrocarbons was completely prevented. In addition, the fatty acid analysis demonstrated that QG significantly inhibited oxidation of unsaturated fatty acids. Consequently, QG was identified as a potential, new natural antioxidant that is believed to be safe, effective and economical, and it may have potential for use in plant extracts feed additives.
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Affiliation(s)
- Xiuqiong Huang
- Hunan Key Laboratory of Traditional Chinese Veterinary Medicine, Hunan Agricultural University, Changsha 410128, China; (X.H.); (X.Y.)
- College of Food and Chemical Engineering, Shaoyang University, Shaoyang 422000, China
- College of Horticulture, Hunan Agricultural University, Changsha 410128, China
| | - Wei Gao
- Chenguang Biotechnology Company Limited, Handan 056000, China;
| | - Xuan Yun
- Hunan Key Laboratory of Traditional Chinese Veterinary Medicine, Hunan Agricultural University, Changsha 410128, China; (X.H.); (X.Y.)
| | - Zhixing Qing
- Hunan Key Laboratory of Traditional Chinese Veterinary Medicine, Hunan Agricultural University, Changsha 410128, China; (X.H.); (X.Y.)
- Correspondence: (Z.Q.); (J.Z.); Tel.: +86-731-84686560 (Z.Q. & J.Z.)
| | - Jianguo Zeng
- Hunan Key Laboratory of Traditional Chinese Veterinary Medicine, Hunan Agricultural University, Changsha 410128, China; (X.H.); (X.Y.)
- Correspondence: (Z.Q.); (J.Z.); Tel.: +86-731-84686560 (Z.Q. & J.Z.)
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Zuo G, Je KH, Guillen Quispe YN, Shin KO, Kim HY, Kim KH, Arce PHG, Lim SS. Separation and Identification of Antioxidants and Aldose Reductase Inhibitors in Lepechinia meyenii (Walp.) Epling. PLANTS (BASEL, SWITZERLAND) 2021; 10:plants10122773. [PMID: 34961244 PMCID: PMC8707451 DOI: 10.3390/plants10122773] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 12/10/2021] [Accepted: 12/10/2021] [Indexed: 05/08/2023]
Abstract
We previously reported that Lepechinia meyenii (Walp.) Epling has antioxidant and aldose reductase (AR) inhibitory activities. In this study, L. meyenii was extracted in a 50% MeOH and CH2Cl2/MeOH system. The active extracts of MeOH and 50% MeOH were subjected to fractionation, followed by separation using high-speed counter-current chromatography (HSCCC) and preparative HPLC. Separation and identification revealed the presence of caffeic acid, hesperidin, rosmarinic acid, diosmin, methyl rosmarinate, diosmetin, and butyl rosmarinate. Of these, rosmarinic acid, methyl rosmarinate, and butyl rosmarinate possessed remarkable antioxidant and AR inhibitory activities. The other compounds were less active. In particular, rosmarinic acid is the key contributor to the antioxidant and AR inhibitory activities of L. meyenii; it is rich in the MeOH extract (333.84 mg/g) and 50% MeOH extract (135.41 mg/g) of L. meyenii and is especially abundant in the EtOAc and n-BuOH fractions (373.71-804.07 mg/g) of the MeOH and 50% MeOH extracts. The results clarified the basis of antioxidant and AR inhibitory activity of L. meyenii, adding scientific evidence supporting its traditional use as an anti-diabetic herbal medicine. The HSCCC separation method established in this study can be used for the preparative separation of rosmarinic acid from natural products.
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Affiliation(s)
- Guanglei Zuo
- Department of Food Science and Nutrition, Hallym University, 1 Hallymdeahak-gil, Chuncheon 24252, Korea; (G.Z.); (K.-O.S.); (H.Y.K.); (K.H.K.)
| | - Kang-Hoon Je
- Institute of Korean Nutrition, Hallym University, 1 Hallymdeahak-gil, Chuncheon 24252, Korea;
| | - Yanymee N. Guillen Quispe
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul 151742, Korea;
| | - Kyong-Oh Shin
- Department of Food Science and Nutrition, Hallym University, 1 Hallymdeahak-gil, Chuncheon 24252, Korea; (G.Z.); (K.-O.S.); (H.Y.K.); (K.H.K.)
| | - Hyun Yong Kim
- Department of Food Science and Nutrition, Hallym University, 1 Hallymdeahak-gil, Chuncheon 24252, Korea; (G.Z.); (K.-O.S.); (H.Y.K.); (K.H.K.)
| | - Kang Hyuk Kim
- Department of Food Science and Nutrition, Hallym University, 1 Hallymdeahak-gil, Chuncheon 24252, Korea; (G.Z.); (K.-O.S.); (H.Y.K.); (K.H.K.)
| | - Paul H. Gonzales Arce
- Laboratorio de Florística, Departamento de Dicotiledóneas, Museo de Historia Natural—Universidad Nacional Mayor de San Marcos, Avenida Arenales 1256, Lima 14-0434, Peru;
| | - Soon Sung Lim
- Department of Food Science and Nutrition, Hallym University, 1 Hallymdeahak-gil, Chuncheon 24252, Korea; (G.Z.); (K.-O.S.); (H.Y.K.); (K.H.K.)
- Institute of Korean Nutrition, Hallym University, 1 Hallymdeahak-gil, Chuncheon 24252, Korea;
- Institute of Natural Medicine, Hallym University, 1 Hallymdeahak-gil, Chuncheon 24252, Korea
- Correspondence: ; Tel.: +82-33-248-2133; Fax: +82-33-256-3420
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