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Zhao R, Yin F, Fredimoses M, Zhao J, Fu X, Xu B, Liang M, Chen H, Liu K, Lei M, Laster KV, Li Z, Kundu JK, Dong Z, Lee MH. Targeting FGFR1 by β,β-dimethylacrylalkannin suppresses the proliferation of colorectal cancer in cellular and xenograft models. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2024; 129:155612. [PMID: 38669968 DOI: 10.1016/j.phymed.2024.155612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 03/05/2024] [Accepted: 04/07/2024] [Indexed: 04/28/2024]
Abstract
BACKGROUND Colorectal cancer (CRC) continues to be a major global health challenge, ranking as a top cause of cancer-related mortality. Alarmingly, the five-year survival rate for CRC patients hovers around a mere 10-30 %. The disruption of fibroblast growth factor receptor (FGFRs) signaling pathways is significantly implicated in the onset and advancement of CRC, presenting a promising target for therapeutic intervention in CRC management. Further investigation is essential to comprehensively elucidate FGFR1's function in CRC and to create potent therapies that specifically target FGFR1. PURPOSE This study aims to demonstrate the oncogenic role of FGFR1 in colorectal cancer and to explore the potential of β,β-dimethylacrylalkannin (β,β-DMAA) as a therapeutic option to inhibit FGFR1. METHODS In this research, we employed a comprehensive suite of techniques including tissue array, kinase profiling, computational docking, knockdown assay to predict and explore the inhibitor of FGFR1. Furthermore, we utilized kinase assay, pull-down, cell proliferation tests, and Patient derived xenograft (PDX) mouse models to further investigate a novel FGFR1 inhibitor and its impact on the growth of CRC. RESULTS In our research, we discovered that FGFR1 protein is markedly upregulated in colorectal cancer tissues, suggesting a significant role in regulating cellular proliferation, particularly in patients with colorectal cancer. Furthermore, we conducted a computational docking, kinase profiling analysis, simulation and identified that β,β-DMAA could directly bind with FGFR1 within ATP binding pocket domain. Cell-based assays confirmed that β,β-DMAA effectively inhibited the proliferation of colon cancer cells and also triggered cell cycle arrest, apoptosis, and altered FGFR1-mediated signaling pathways. Moreover, β,β-DMAA effectively attenuated the development of PDX tumors in mice that were FGFR1-positive, with no notable toxicity observed. In summary, our study highlights the pivotal role of FGFR1 in colorectal cancer, suggesting that inhibiting FGFR1 activity could be a promising strategy for therapeutic intervention. We present strong evidence that targeting FGFR1 with β,β-DMAA is a viable approach for the management of colorectal cancer. Given its low toxicity and high efficacy, β,β-DMAA, as an FGFR1 inhibitor, warrants further investigation in clinical settings for the treatment of FGFR1-positive tumors.
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Affiliation(s)
- Ran Zhao
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou 450001, China; China-US (Henan) Hormel Cancer Institute, Zhengzhou 450000, China; Tianjian Laboratory of Advanced Biomedical Sciences, Zhengzhou 450000, China
| | - Fanxiang Yin
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou 450001, China; China-US (Henan) Hormel Cancer Institute, Zhengzhou 450000, China; Translational Medical Center, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China
| | | | - Jianhua Zhao
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou 450001, China; China-US (Henan) Hormel Cancer Institute, Zhengzhou 450000, China
| | - Xiaorong Fu
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou 450001, China; China-US (Henan) Hormel Cancer Institute, Zhengzhou 450000, China
| | - Beibei Xu
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou 450001, China; China-US (Henan) Hormel Cancer Institute, Zhengzhou 450000, China
| | - Mengrui Liang
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou 450001, China; China-US (Henan) Hormel Cancer Institute, Zhengzhou 450000, China
| | - Hanyong Chen
- The Hormel Institute, University of Minnesota, Austin, MN55912, USA
| | - Kangdong Liu
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou 450001, China; The Collaborative Innovation Center of Henan Province for Cancer Chemoprevention, Zhengzhou 450000, China
| | - Mingjuan Lei
- China-US (Henan) Hormel Cancer Institute, Zhengzhou 450000, China
| | | | - Zhi Li
- Department of General Surgery, the Affiliated Tumor Hospital of Zhengzhou University, Zhengzhou 450000, China
| | - Joydeb Kumar Kundu
- Li Ka Shing Applied Virology Institute, University of Alberta, Edmonton AB T6G 2R3, Canada
| | - Zigang Dong
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou 450001, China; China-US (Henan) Hormel Cancer Institute, Zhengzhou 450000, China; Tianjian Laboratory of Advanced Biomedical Sciences, Zhengzhou 450000, China.
| | - Mee-Hyun Lee
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou 450001, China; China-US (Henan) Hormel Cancer Institute, Zhengzhou 450000, China; The Collaborative Innovation Center of Henan Province for Cancer Chemoprevention, Zhengzhou 450000, China; College of Korean Medicine, Dongshin University, Naju 58245, Republic of Korea.
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Huang Y, Guo X, Wang Z, Yin C, Chen M, Xie J, Li N, Tu Z, Li J, Cao J, Jiang Z, Huang W, Tian H. High-resolution neuraminidase inhibition profiling of Arnebia euchroma (Royle) I.M. Johnst. based on HR-MS and target isolation: An example study of anti-infectious constituents in traditional Chinese medicine. JOURNAL OF ETHNOPHARMACOLOGY 2024; 319:117074. [PMID: 37619859 DOI: 10.1016/j.jep.2023.117074] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 08/17/2023] [Accepted: 08/21/2023] [Indexed: 08/26/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Traditional Chinese Medicines (TCMs) are an important source to discover new anti-infectious drugs. Neuraminidases (NAs) not only play a key role on human health, but also are promising targets for anti-infectious drugs. Arnebia euchroma which is a widely used traditional Chinese medicine with the effect of cooling blood and detoxifying showed potential inhibitory activities on both bacterial NA and virus NA, suggesting that the material basis of A. euchroma deserves in-depth study. AIM OF THE STUDY To investigate the anti-infectious constituents of A. euchroma based on NA inhibition. MATERIAL AND METHODS A HPLC-DAD system incorporated an auto-sampler was used for micro-fractionation. A nanoliter liquid handler and a high sensitive multimode plate reader system were used for high throughput NA inhibition screening. Thus a high-resolution NA inhibition profiling platform was constructed. The structures of potential active components in A. euchroma obtained by the high-resolution bioassay profiling were identified by DAD and MS in parallel. Then, a target and rapid isolation of NAIs from A. euchroma was achieved under the guidance of the spectrum-effect relationship obtained above. Finally, the isolated compounds were elucidated by extensive spectroscopic methods and their bioactivities were validated by in vitro assay and molecular docking. RESULTS 16 potential active ingredients in A. euchroma were isolated and identified, including a new mero-monoterpenoid. The in vitro bioassay results revealed that 12 out of the 16 isolated compounds showed potent inhibitory activities on bacterial NA (IC50s = 1-6 μM) and five of them exhibited potent anti-microbial activities on methicillin-resistant Staphylococccus aureus (MRSA) with MICs in the range of 0.5-4 μg/mL. Furthermore, some isolated compounds showed equal or even better inhibitory activities on oseltamivir resistant viral NA than oseltamivir sensitive NA. The mechanism study in silicon revealed that these natural compounds possessed absolutely different binding modes on the bacterial and viral NAs. CONCLUSIONS Our study gave a clear spectrum-effect relationship of A. euchroma, providing a scientific evidence for future study of the multi-components synergistic effect of TCMs.
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Affiliation(s)
- Yuheng Huang
- Institute of Traditional Chinese Medicine and Natural Products, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Ministry of Education (MOE) of China, College of Pharmacy, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Xiaoxin Guo
- Institute of Traditional Chinese Medicine and Natural Products, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Ministry of Education (MOE) of China, College of Pharmacy, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Zhen Wang
- Institute of Traditional Chinese Medicine and Natural Products, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Ministry of Education (MOE) of China, College of Pharmacy, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Cong Yin
- Department of Pharmacy, Hubei University of Chinese Medicine, Wuhan, 430065, People's Republic of China
| | - Mu Chen
- Institute of Traditional Chinese Medicine and Natural Products, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Ministry of Education (MOE) of China, College of Pharmacy, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Jiaming Xie
- Institute of Traditional Chinese Medicine and Natural Products, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Ministry of Education (MOE) of China, College of Pharmacy, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Ning Li
- College of Traditional Chinese Medicine, Yunnan University of Chinese Medicine, Kunming, 650500, People's Republic of China
| | - Zhengchao Tu
- Institute of Traditional Chinese Medicine and Natural Products, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Ministry of Education (MOE) of China, College of Pharmacy, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Juan Li
- Department of Pharmacy, Hubei University of Chinese Medicine, Wuhan, 430065, People's Republic of China
| | - Jiaqing Cao
- Institute of Traditional Chinese Medicine and Natural Products, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Ministry of Education (MOE) of China, College of Pharmacy, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Zhengjin Jiang
- Institute of Traditional Chinese Medicine and Natural Products, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Ministry of Education (MOE) of China, College of Pharmacy, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Weihuan Huang
- Key Laboratory of Regenerative Medicine, Ministry of Education, Jinan University, Guangzhou, 510632, People's Republic of China.
| | - Haiyan Tian
- Institute of Traditional Chinese Medicine and Natural Products, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Ministry of Education (MOE) of China, College of Pharmacy, Jinan University, Guangzhou, 510632, People's Republic of China.
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Fan X, Li Y, Wu T, Cheng Z. Screening and identification of neuraminidase inhibitors from Baphicacanthus cusia by a combination of affinity ultrafiltration, HPLC-MS/MS, molecular docking, and fluorescent techniques. J Chromatogr B Analyt Technol Biomed Life Sci 2023; 1231:123924. [PMID: 38000290 DOI: 10.1016/j.jchromb.2023.123924] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 11/03/2023] [Accepted: 11/06/2023] [Indexed: 11/26/2023]
Abstract
Natural products provide a new opportunity for the discovery of neuraminidase (NA)inhibitors. In this study, an affinity ultrafiltration (AUF) coupled with HPLC-MS/MS method was firstly developed and optimized for screening of NA inhibitors from natural products. The critical factors influencing the interaction of enzyme-ligand (including sample concentration, enzyme concentration, incubation time and temperature, pH of the buffer, and dissociation solvents and time) were investigated and optimized by a one-factor-at-a-time design. The method was then applied to discover NA inhibitory compounds in stems and leaves of Baphicacanthus cusia. As a result, five active alkaloids were screened out and identifiedas 2,4(1H,3H)-quinazolinedione (1), 4(3H)-quinazolinone (2), 2(3H)-benzoxazolone (3), tryptanthrin (4), and indirubin (5) through analysis of their DAD profiles, MS/MS fragments, and comparison with reference substances. These active compounds were further evaluated for their NA inhibitory activity using a fluorescence-based NA inhibition assay. The result from the fluorescent assay revealed that all the five compounds(1-5) showed pronounced NA inhibitory activities with IC50values of 98.98, 64.69, 40.16, 69.44, and 144.73 μM, respectively. Finally, molecular docking of these five alkaloids with NA showed that hydrogen bond and π-cation interactions dominated within the binding sites with binding energies ranging between -5.7 to -7.9 kcal/mol, which was supported by the results of the AUF and the fluorescence-based enzyme assay. The developed AUF method is simple and efficient for screening potential NA inhibitors from stems and leaves of B. cusia.
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Affiliation(s)
- Xiaofan Fan
- Department of Natural Medicine, School of Pharmacy, Fudan University, Shanghai 201203, China
| | - Yingzhe Li
- Institute of Chinese Materia Medica, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Tao Wu
- Institute of Chinese Materia Medica, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Zhihong Cheng
- Department of Natural Medicine, School of Pharmacy, Fudan University, Shanghai 201203, China.
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Tan Y, Tian D, Li C, Chen Y, Shen Y, Li J, Tang J. Naphthoquinones and triterpenoids from Arnebia euchroma (Royle) Johnst and their hypoglycemic and lipid-lowering effects. Fitoterapia 2022; 162:105288. [PMID: 36058473 DOI: 10.1016/j.fitote.2022.105288] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Revised: 08/23/2022] [Accepted: 08/28/2022] [Indexed: 11/29/2022]
Abstract
A new pentacyclic triterpenoid, 2-hydroxy-1-ene-hydroxyhopanone (19), and a new benzoxepin-5-one, 3-(4-methyl-3-penten-1-yl)-6-hydroxy-9-methoxy-2H-1-benzoxepin-5-one (25), along with 26 known compounds (1-18, 20-24, 26-28), were isolated from the roots of Arnebia euchroma (Royle) Johnst. The structures of the new compounds were elucidated by extensive spectroscopic analyses. The absolute configurations of shikonofurans 9-13 were determined by quantum chemical ECD calculations and CD spectra comparison for the first time. Pharmacological study revealed that naphthoquinones 1-5, 7, and 8 had obvious cytotoxicity toward human lung adenocarcinoma A549 cell line. Meanwhile, the hypoglycemic and lipid-lowering effects of isolated compounds were assessed by checking their inhibitory effects on key enzymes regulating glucose and lipid metabolism. Results showed that compounds 1, 3, 5, 6, 8, 18, and 19 could inhibit the activity of ATP-citrate lyase (ACL); compound 7 could inhibit the activity of acetyl-CoA carboxylase (ACC1); while compounds 8 and 19 showed inhibitory effects on protein tyrosine phosphatase 1B (PTP1B). Among them, the naphthoquinone 6, steroid 18, and triterpenoid 19 showed moderate inhibitory effects on ACL and PTP1B, but didn't exhibit obvious cytotoxicity. This study demonstrated that compounds 6, 18, and 19 show great promising for the development of new agents for the treatment of metabolic diseases.
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Affiliation(s)
- Yuqi Tan
- Institute of Traditional Chinese Medicine and Natural Products, College of Pharmacy, Jinan University, Guangzhou 510632, China; Guangdong Province Key Laboratory of Pharmacodynamic Constituents of Traditional Chinese Medicine and New Drug Research, Jinan University, Guangzhou 510632, China
| | - Danmei Tian
- Institute of Traditional Chinese Medicine and Natural Products, College of Pharmacy, Jinan University, Guangzhou 510632, China; Guangdong Province Key Laboratory of Pharmacodynamic Constituents of Traditional Chinese Medicine and New Drug Research, Jinan University, Guangzhou 510632, China; Institute of Traditional Chinese Medicine and Natural Products, College of Pharmacy, Jinan University, Guangzhou 510632, China
| | - Cong Li
- National Center for Drug Screening, State Key Laboratory of Drug Research, Shanghai, Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Yanhui Chen
- Institute of Traditional Chinese Medicine and Natural Products, College of Pharmacy, Jinan University, Guangzhou 510632, China; Guangdong Province Key Laboratory of Pharmacodynamic Constituents of Traditional Chinese Medicine and New Drug Research, Jinan University, Guangzhou 510632, China
| | - Yiran Shen
- National Center for Drug Screening, State Key Laboratory of Drug Research, Shanghai, Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Jia Li
- National Center for Drug Screening, State Key Laboratory of Drug Research, Shanghai, Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China; Open Studio for Druggability Research of Marine Natural Products, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao, Shandong, 266237, China
| | - Jinshan Tang
- Institute of Traditional Chinese Medicine and Natural Products, College of Pharmacy, Jinan University, Guangzhou 510632, China; Guangdong Province Key Laboratory of Pharmacodynamic Constituents of Traditional Chinese Medicine and New Drug Research, Jinan University, Guangzhou 510632, China.
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Relayed chromatography - Countercurrent chromatography in series with liquid chromatography for the separation of natural products. J Chromatogr A 2022; 1676:463205. [PMID: 35709606 DOI: 10.1016/j.chroma.2022.463205] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Accepted: 06/07/2022] [Indexed: 11/23/2022]
Abstract
Chromatography is an essential method for separating natural products. In this study, we proposed the concept of 'relayed chromatography', based on the strategy of combining different chromatography with relayed resolution by in-situ concentration technique. The following chromatographic methods were used: high-speed countercurrent chromatography (HSCCC), silica gel liquid chromatography (silica gel LC), and reverse phase liquid chromatography (reverse phase LC). The proposed strategy was effectively applied to the preparative separation of naturally existing naphthaquinones. After the first separation stage (silica gel LC), acetylalkannin (1) was directly collected, while fractions 1, 4 and 5 were collected and respectively subjected to recycling CCC separation after concentration. Thus, deoxyshikonin (2), 8-O-methyl-11-O-acetylshikonin (6), β-acetoxyisovalerylalkannin (7) and alkannin (8) were collected. Fraction 2 was concentrated and injected in reverse phase LC separation. After collection of isobutyrylalkannin (3), the remaining effluent from reverse phase LC retained the peak resolution (R4,5=0.45) and was injected into a recycling CCC elution. Finally, β, β-dimethylacrylalkannin (4), and isovalerylalkannin (5) were collected with sufficient resolution (R4,5=1.25). Eight naturally occurring naphthaquinones were thus isolated from Arnebia euchroma. The purities of all the compounds were determined by HPLC to be > 90%, and the chemical structures were determined by spectral method. Among the aforementioned compounds, 8-O-methyl-11-O-acetylshikonin (6) was separated as a new compound from A. euchroma. In conclusion, the relayed strategy that retains the resolution of the previous chromatographic stage can improve CCC separation efficiency, which may expand the range of application of CCC combined with different chromatography to the separation of natural products.
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Ablat N, Ablimit M, Abudoukadier A, Kadeer B, Yang L. Investigating the hemostatic effect of medicinal plant Arnebia euchroma (Royle) I.M.Johnst extract in a mouse model. JOURNAL OF ETHNOPHARMACOLOGY 2021; 278:114306. [PMID: 34111535 DOI: 10.1016/j.jep.2021.114306] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 05/26/2021] [Accepted: 06/03/2021] [Indexed: 06/12/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Arnebia euchroma (Royle) I.M.Johnst (AE) has been reported to be a potentially useful medicinal herb for the treatment of several circulatory diseases in traditional Chinese medicine. It shows effects such as "cooling of the blood," promotion of blood circulation, detoxification, and rash clearance. AIM OF THE STUDY To explore the hemostatic effect of the ethyl acetate extract of AE in mice. MATERIALS AND METHODS In this study, we explored the effects of AE on bleeding time, blood coagulation time, platelet count, and blood coagulation parameters in normal Kunming mice. Different doses of the AE extract (5, 10, and 20 g kg-1·day-1) were administered to mice for 14 days. Sodium carboxymethyl cellulose (CMC-Na at 0.5%) and Yunnan Baiyao (0.8 g kg-1·day-1) were administered as negative and positive control treatments, respectively. Bleeding time, blood coagulation time, platelet count, blood platelet aggregation, blood platelet adhesion to fibrinogen, platelet factor 4 (PF-4) secretions from blood platelets, and blood coagulation parameters including prothrombin time (PT), activated partial thromboplastin time (aPTT), thrombin time (TT), and fibrinogen (FIB) levels were measured on day 15 of administration. RESULTS Bleeding and blood coagulation time were significantly lower and TT was shorter in the AE extract-treated groups than in the control groups. Furthermore, FIB levels and platelet count were higher, whereas blood platelet aggregation, blood platelet adhesion to fibrinogen, and PF-4 secretion from blood platelets were more obvious in the AE extract-treated groups than in the control group. However, no significant differences were detected for PT and aPTT between the extract-treated and control groups. CONCLUSIONS The ethyl acetate extract of AE showed potential hemostasis effects in mice by shortening the bleeding and coagulation time. In addition, the extract increased platelet count and induced blood platelet aggregation, blood platelet adhesion to fibrinogen, PF-4 secretion from blood platelets, and FIB level, while it shortened TT.
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Affiliation(s)
- Nuramatjan Ablat
- Department of Molecular and Cellular Pharmacology, School of Pharmaceutical Sciences, Peking University, Beijing, 100191, China; State Key Laboratory of Natural and Biomimetic Drugs, Peking University, Beijing, 100191, China; School of Medicine, Huanghuai University, Henan Province, 463000, China.
| | - Mihray Ablimit
- Xinjiang Uygur Autonomous Region Shache County Dunbag Township Health Center, 844700, China.
| | - Abudoureheman Abudoukadier
- Department of Cardiology, Urumqi City Friendship Hospital, Xinjiang Uygur Autonomous Region, Urumqi, 830049, China.
| | - Buhaiqiemu Kadeer
- Department of Gynecology, First Affiliated Hospital of Xinjiang Medical University, Xinjiang Uygur Autonomous Region, Urumqi, 830000, China.
| | - Lei Yang
- Key Laboratory of Cardiovascular and Cerebrovascular Diseases, School of Medicine, Huanghuai University, Henan Province, 463000, China.
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Feng J, Yu P, Zhou Q, Tian Z, Sun M, Li X, Wang X, Jiang H. An integrated data filtering and identification strategy for rapid profiling of chemical constituents, with Arnebiae Radix as an example. J Chromatogr A 2020; 1629:461496. [PMID: 32846341 DOI: 10.1016/j.chroma.2020.461496] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 08/11/2020] [Accepted: 08/17/2020] [Indexed: 01/08/2023]
Abstract
Profiling the chemical components of complicated herbal extracts using traditional analytical methods is time-consuming and laborious. In this study, an integrated data filtering and identification strategy was developed to efficiently identify the chemical constituents in Arnebiae Radix. The post-acquisition data processing steps with this strategy were as follows: (1) data acquisition by ultra-high performance liquid chromatography-quadrupole-Orbitrap high-resolution mass spectrometry (UPLC-Q-Orbitrap-MS); (2) background subtraction on the basis of the total ion chromatogram (TIC) to obtain the background-subtracted ion chromatogram; (3) construction of a diagnostic ion database based on the measured MS/MS fragment ions of reference standards and auxiliary diagnostic information according to literatures; (4) mass defect filtering (MDF) to filter the background-subtracted ion chromatogram; and (5) rapid structural identification in the MDF-processed ion chromatogram on the basis of the diagnostic ion database and further structural confirmation by analysing the retention time, fragment behaviour, and online databases (Chemspider, PubChem, and SciFinder). In this study, the herbal medicine Arnebiae Radix was used to illustrate this strategy. A total of 96 compounds were efficiently exposed and characterized from Arnebiae Radix samples obtained from 20 sources, and 13 of these compounds were confirmed by comparison with the reference standards. Thirty components with a low abundance, that remained undetected in the TIC, were identified in the MDF-processed ion chromatogram. Nine of these compounds had not been identified from Arnebiae Radix previously, and were tentatively screened as unknowns. The chemical components in traditional Chinese medicine preparations are considered to be the material basis for the effectiveness of this medical system, and are closely related to the pharmacological activities of the drugs. The pharmacodynamics of these drugs are known to be influenced by the synergistic effects of various components. Therefore, comprehensive profiling of the chemical compositions of herbal extracts is essential for systematic elucidation of the pharmacodynamics of these medicines.
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Affiliation(s)
- Junjie Feng
- School of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China
| | - Pengfei Yu
- Inner MenGolia Mengqi Pharmaceutical Co. LTD, Huhhot, 011700, China
| | - Qian Zhou
- Shandong Academy of Traditional Chinese Medicine, Jinan, 250014, China
| | - Zhenhua Tian
- Expermiental Centre, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China
| | - Mengjia Sun
- School of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China
| | - Xueling Li
- School of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China
| | - Xiaoming Wang
- Expermiental Centre, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China; Key Laboratory of Traditional Chinese Medicine Classical Theory, Ministry of Education, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China; Shandong Provincial Key Laboratory of Traditional Chinese Medicine for Basic research, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China.
| | - Haiqiang Jiang
- Expermiental Centre, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China; Key Laboratory of Traditional Chinese Medicine Classical Theory, Ministry of Education, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China; Shandong Provincial Key Laboratory of Traditional Chinese Medicine for Basic research, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China.
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Jing C, Yu F, Zhang N, Liu Y, Wang H. Quantitative assessments of adenosine triphosphatase hydrolytic activity by ultrafiltration-coupled ion-pair reversed-phase high-performance liquid chromatography. J Sep Sci 2020; 43:3840-3846. [PMID: 32776712 DOI: 10.1002/jssc.202000561] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 07/05/2020] [Accepted: 08/04/2020] [Indexed: 01/01/2023]
Abstract
Adenosine triphosphate is a universal energy currency that can directly provide energy required for a multitude of biochemical reactions and biophysical actions through adenosine triphosphatase catalyzed hydrolysis. Adenosine triphosphatase activity is thus one important feature for the characterization of protein function and cell activity. Herein, we optimized ion-pair reversed-phase high-performance liquid chromatography technique for highly efficient separation of adenosine triphosphate, adenosine diphosphate, and adenosine monophosphate, and the method demonstrated good linearity. Moreover, by coupling a protein-removable ultrafiltration, we developed a sensitive and robust approach for quantification of adenosine triphosphatase hydrolytic activity. By this assay, we demonstrated that RecA filaments-catalyzed adenosine triphosphate hydrolysis approached a second-order reaction, and its rate constant was estimated as 0.057 mM-1 min-1 . In addition, we explored the effects of DNA length on this reaction and revealed that the increase of the length of single-stranded DNA can promote the adenosine triphosphatase hydrolytic activity of RecA filaments. All these results confirm the feasibility of this new method in quantification of adenosine triphosphatase hydrolytic activity assays. Compared with previous complicated enzyme-coupled or homogeneous colorimetric measurements, the developed approach with high resolution separation allows a simple reaction system for adenosine triphosphatase assay and a sensitive detection free of interference from background noise.
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Affiliation(s)
- Changheng Jing
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, P. R. China.,University of Chinese Academy of Sciences, Beijing, P. R. China
| | - Fangzhi Yu
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, P. R. China.,University of Chinese Academy of Sciences, Beijing, P. R. China
| | - Ning Zhang
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, P. R. China
| | - Yan Liu
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, P. R. China.,University of Chinese Academy of Sciences, Beijing, P. R. China
| | - Hailin Wang
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, P. R. China.,University of Chinese Academy of Sciences, Beijing, P. R. China
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Zhao H, Lai C, Zhang M, Zhou S, Liu Q, Wang D, Geng Y, Wang X. An improved 2D-HPLC-UF-ESI-TOF/MS approach for enrichment and comprehensive characterization of minor neuraminidase inhibitors from Flos Lonicerae Japonicae. J Pharm Biomed Anal 2019; 175:112758. [DOI: 10.1016/j.jpba.2019.07.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Revised: 07/03/2019] [Accepted: 07/04/2019] [Indexed: 12/30/2022]
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10
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Zhang M, Cheng S, Liang Y, Mu Y, Yan H, Liu Q, Geng Y, Wang X, Zhao H. Rapid purification of antioxidants from Magnolia officinalis by semi-prep-HPLC with a two-step separation strategy guided by on-line HPLC-radical scavenging detection. J Chromatogr B Analyt Technol Biomed Life Sci 2018; 1100-1101:140-147. [DOI: 10.1016/j.jchromb.2018.09.030] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 08/03/2018] [Accepted: 09/29/2018] [Indexed: 01/05/2023]
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11
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Chen G, Huang BX, Guo M. Current advances in screening for bioactive components from medicinal plants by affinity ultrafiltration mass spectrometry. PHYTOCHEMICAL ANALYSIS : PCA 2018; 29:375-386. [PMID: 29785715 DOI: 10.1002/pca.2769] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2017] [Revised: 03/08/2018] [Accepted: 03/08/2018] [Indexed: 06/08/2023]
Abstract
INTRODUCTION Medicinal plants have played an important role in maintaining human health for thousands of years. However, the interactions between the active components in medicinal plants and some certain biological targets during a disease are still unclear in most cases. OBJECTIVE To conduct the high-throughput screening for small active molecules that can interact with biological targets, which is of great theoretical significance and practical value. METHODOLOGY The ultrafiltration mass spectrometry (UF-LC/MS) is a powerful bio-analytical method by combining affinity ultrafiltration and liquid chromatography-mass spectrometry (LC/MS), which could rapidly screen and identify small active molecules that bind to biological targets of interest at the same time. Compared with other analytical methods, affinity UF-LC/MS has the characteristics of fast, sensitive and high throughput, and is especially suitable for the complicated extracts of medicinal plants. RESULTS In this review, the basic principle, characteristics and some most recent challenges in UF-LC/MS have been demonstrated. Meanwhile, the progress and applications of affinity UF-LC/MS in the discovery of the active components from natural medicinal plants and the interactions between small molecules and biological target proteins are also briefly summarised. In addition, the future directions for UF-LC/MS are also prospected. CONCLUSION Affinity UF-LC/MS is a powerful tool in studies on the interactions between small active molecules and biological protein targets, especially in the high-throughput screening of active components from the natural medicinal plants.
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Affiliation(s)
- Guilin Chen
- Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, Chinese Academy of Sciences, 430074, Wuhan, China
- Sino-Africa Joint Research Center, Chinese Academy of Sciences, 430074, Wuhan, China
| | - Bill X Huang
- Laboratory of Molecular Signaling, National Institute of Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland, USA
| | - Mingquan Guo
- Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Wuhan Botanical Garden, Chinese Academy of Sciences, 430074, Wuhan, China
- Sino-Africa Joint Research Center, Chinese Academy of Sciences, 430074, Wuhan, China
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12
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Wang T, Li D, Yu B, Qi J. Screening inhibitors of xanthine oxidase from natural products using enzyme immobilized magnetic beads by high-performance liquid chromatography coupled with tandem mass spectrometry. J Sep Sci 2018; 40:1877-1886. [PMID: 28261954 DOI: 10.1002/jssc.201601438] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2016] [Revised: 02/13/2017] [Accepted: 02/23/2017] [Indexed: 01/12/2023]
Abstract
In this study, high-performance liquid chromatography coupled with tandem mass spectrometry was used to assess the results of bioactive compound screening from natural products using immobilized enzyme magnetic beads. We compared three commercial magnetic beads with modified amino, carboxy, and N-hydroxysuccinimide groups, respectively. Amino magnetic beads performed best for immobilization and were selected for further experiments. Xanthine oxidase was immobilized on amino magnetic beads and applied to screen potential inhibitors in fresh Zingiber officinale Roscoe, extracts of Scutellaria baicalensis Georgi, and Pueraria lobata Ohwi. In total, 12 potential xanthine oxidase ligands were identified from fresh Zingiber root and Scutellaria root extracts, of which eight were characterized and the concentration required for 50% inhibition was determined. Preliminary structure-function relationships were discussed based on these results. A convenient and effective method was therefore developed for the identification of active compounds from complex natural product mixtures.
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Affiliation(s)
- Ting Wang
- Jiangsu Key Laboratory of TCM Evaluation and Translational Research, China Pharmaceutical University, Nanjing, P.R. China
| | - Dapeng Li
- Jiangsu Key Laboratory of TCM Evaluation and Translational Research, China Pharmaceutical University, Nanjing, P.R. China
| | - Boyang Yu
- Jiangsu Key Laboratory of TCM Evaluation and Translational Research, China Pharmaceutical University, Nanjing, P.R. China.,State Key Laboratory of Natural Medicines, China Pharmaceutical University, Jiangsu, Nanjing, P.R. China
| | - Jin Qi
- Jiangsu Key Laboratory of TCM Evaluation and Translational Research, China Pharmaceutical University, Nanjing, P.R. China.,State Key Laboratory of Natural Medicines, China Pharmaceutical University, Jiangsu, Nanjing, P.R. China
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13
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14
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Zhang Y, He Y, Liu C, Liu C, Li S. In vitro screening and isolation of human aromatase inhibitors from Cicer arietinum
by a novel continuous online method combining chromatographic techniques. J Sep Sci 2017; 41:483-492. [DOI: 10.1002/jssc.201700990] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2017] [Revised: 10/09/2017] [Accepted: 10/16/2017] [Indexed: 12/17/2022]
Affiliation(s)
- Yuchi Zhang
- Central Laboratory; Changchun Normal University; Changchun China
| | - Yan He
- Nephropathy Department; The Affiliated Hospital to Changchun University of Chinese Medicine; Changchun China
| | - Chengyu Liu
- Clinical Department of Rehabilitation, College of Acupuncture and Massage; Changchun University of Traditional Chinese Medicine; Changchun China
| | - Chunming Liu
- Central Laboratory; Changchun Normal University; Changchun China
| | - Sainan Li
- Central Laboratory; Changchun Normal University; Changchun China
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15
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Wu Y, Liu J, Gu S, Lin L, Chen Y, Ma M, Chen B. Orthogonal strategy development using reversed macroporous resin coupled with hydrophilic interaction liquid chromatography for the separation of ginsenosides from ginseng root extract. J Sep Sci 2017; 40:4128-4134. [PMID: 28838032 DOI: 10.1002/jssc.201700487] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Revised: 08/15/2017] [Accepted: 08/16/2017] [Indexed: 01/28/2023]
Abstract
Ginsenosides have been widely conceded as having various biological activities and are considered to be the active ingredient of ginseng. Nowadays, preparative high-performance liquid chromatography is considered to be a highly efficient method for ginseng saponins purification and preparation. However, in the process of practical application, due to the complex and varied composition of natural products and relatively simple pretreatment process, it is likely to block the chromatographic column and affect the separation efficiency and its service life. In this work, an orthogonal strategy was developed; in the first-dimension separation, reverse-phase macroporous resin was applied to remove impurities in ginseng crude extracts and classified ginseng extracts into protopanaxatriol and protopanaxadiol fractions. In the second-dimension separation, the obtained fractions were further separated by a preparative hydrophilic column, and finally yielded 11 pure compounds. Eight of them identified as ginsenoside Rh1 , Rg2 , Rd, Rc, Rb2 , Rb1 , Rg1 , and Re by standards comparison and electrospray ionization mass spectrometry. The purity of these ginsenosides was assessed by high-performance liquid chromatography with UV detection.
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Affiliation(s)
- Yajun Wu
- Key Laboratory of Phytochemical R&D of Hunan Province and Key Laboratory of Chemical Biology & Traditional Chinese Medicine Research, Ministry of Education, Hunan Normal University, Changsha, P. R. China
| | - Jingjing Liu
- Key Laboratory of Phytochemical R&D of Hunan Province and Key Laboratory of Chemical Biology & Traditional Chinese Medicine Research, Ministry of Education, Hunan Normal University, Changsha, P. R. China.,College of Chemistry and Chemical Engineering, University of South China, Hengyang, P.R. China
| | - Su Gu
- Key Laboratory of Phytochemical R&D of Hunan Province and Key Laboratory of Chemical Biology & Traditional Chinese Medicine Research, Ministry of Education, Hunan Normal University, Changsha, P. R. China
| | - Li Lin
- Key Laboratory of Phytochemical R&D of Hunan Province and Key Laboratory of Chemical Biology & Traditional Chinese Medicine Research, Ministry of Education, Hunan Normal University, Changsha, P. R. China
| | - Yingzhuang Chen
- Key Laboratory of Phytochemical R&D of Hunan Province and Key Laboratory of Chemical Biology & Traditional Chinese Medicine Research, Ministry of Education, Hunan Normal University, Changsha, P. R. China
| | - Ming Ma
- Key Laboratory of Phytochemical R&D of Hunan Province and Key Laboratory of Chemical Biology & Traditional Chinese Medicine Research, Ministry of Education, Hunan Normal University, Changsha, P. R. China
| | - Bo Chen
- Key Laboratory of Phytochemical R&D of Hunan Province and Key Laboratory of Chemical Biology & Traditional Chinese Medicine Research, Ministry of Education, Hunan Normal University, Changsha, P. R. China
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16
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Zhang Y, Han H, Sun L, Qiu H, Lin H, Yu L, Zhu W, Qi J, Yang R, Pang Y, Wang X, Lu G, Yang Y. Antiviral activity of shikonin ester derivative PMM-034 against enterovirus 71 in vitro. ACTA ACUST UNITED AC 2017; 50:e6586. [PMID: 28832767 PMCID: PMC5561812 DOI: 10.1590/1414-431x20176586] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2017] [Accepted: 07/03/2017] [Indexed: 12/20/2022]
Abstract
Human enterovirus 71 (EV71) is the major causative agent of hand, foot, and mouth disease (HFMD), particularly in infants and children below 4 years of age. Shikonin is a bioactive compound with anti-inflammatory, antiviral, and antibacterial activities derived from the roots of the Chinese medicinal herb Lithospermum erythrorhizon. This study aimed to examine the antiviral activity of PMM-034, a shikonin ester derivative, against EV71 in rhabdomyosarcoma (RD) cells. Cytotoxicity of PMM-034 on RD cells was determined using WST-1 assay. Dose- and time-dependent effects of PMM-034 on EV71 replication in RD cells were determined using plaque reduction assay. mRNA expression levels of EV71/VP1 and pro-inflammatory cytokines (IL-1β, IL-6, IL-8, and TNF-α) were determined by real-time RT-PCR, and EV71/VP1 and phospho-p65 protein expressions were determined by western blot analysis. PMM-034 exhibited only weak cytotoxicity against RD cells. However, PMM-034 exhibited significant antiviral activity against EV71 in RD cells with 50% inhibitory concentration of 2.31 μg/mL. The VP1 mRNA and protein levels were significantly reduced in cells treated with PMM-034. Furthermore, relative mRNA expression levels of IL-1β, IL-6, IL-8, and TNF-α significantly decreased in the cells treated with PMM-034, while the phospho-p65 protein expression was also significantly lower in the treated cells. These results indicated that PMM-034 suppressed the expressions of pro-inflammatory cytokines in RD cells, exhibiting antiviral activity against EV71, as evidenced by the reduced VP1 mRNA and protein levels in PMM-034-treated cells. Thus, PMM-034 is a promising candidate for further development as an EV71 inhibitor.
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Affiliation(s)
- Y Zhang
- State Key Laboratory of Pharmaceutical Biotechnology, NJU-NJFU Joint Institute of Plant Molecular Biology, Nanjing University, Nanjing, China.,Suzhou Industrial Park Center for Disease Control and Prevention, Suzhou, China
| | - H Han
- State Key Laboratory of Pharmaceutical Biotechnology, NJU-NJFU Joint Institute of Plant Molecular Biology, Nanjing University, Nanjing, China
| | - L Sun
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - H Qiu
- State Key Laboratory of Pharmaceutical Biotechnology, NJU-NJFU Joint Institute of Plant Molecular Biology, Nanjing University, Nanjing, China
| | - H Lin
- State Key Laboratory of Pharmaceutical Biotechnology, NJU-NJFU Joint Institute of Plant Molecular Biology, Nanjing University, Nanjing, China
| | - L Yu
- Suzhou Industrial Park Center for Disease Control and Prevention, Suzhou, China
| | - W Zhu
- Suzhou Industrial Park Center for Disease Control and Prevention, Suzhou, China
| | - J Qi
- State Key Laboratory of Pharmaceutical Biotechnology, NJU-NJFU Joint Institute of Plant Molecular Biology, Nanjing University, Nanjing, China
| | - R Yang
- State Key Laboratory of Pharmaceutical Biotechnology, NJU-NJFU Joint Institute of Plant Molecular Biology, Nanjing University, Nanjing, China
| | - Y Pang
- State Key Laboratory of Pharmaceutical Biotechnology, NJU-NJFU Joint Institute of Plant Molecular Biology, Nanjing University, Nanjing, China
| | - X Wang
- State Key Laboratory of Pharmaceutical Biotechnology, NJU-NJFU Joint Institute of Plant Molecular Biology, Nanjing University, Nanjing, China
| | - G Lu
- State Key Laboratory of Pharmaceutical Biotechnology, NJU-NJFU Joint Institute of Plant Molecular Biology, Nanjing University, Nanjing, China
| | - Y Yang
- State Key Laboratory of Pharmaceutical Biotechnology, NJU-NJFU Joint Institute of Plant Molecular Biology, Nanjing University, Nanjing, China
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17
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Li S, Li S, Tang Y, Liu C, Chen L, Zhang Y. Ultrafiltration-LC-MS combined with semi-preparative HPLC for the simultaneous screening and isolation of lactate dehydrogenase inhibitors fromBelamcanda chinensis. J Sep Sci 2016; 39:4533-4543. [DOI: 10.1002/jssc.201600703] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2016] [Revised: 09/29/2016] [Accepted: 09/30/2016] [Indexed: 11/06/2022]
Affiliation(s)
- Senlin Li
- Central Laboratory; Changchun Normal University; Changchun China
| | - Sainan Li
- Central Laboratory; Changchun Normal University; Changchun China
| | - Ying Tang
- Central Laboratory; Changchun Normal University; Changchun China
| | - Chunming Liu
- Central Laboratory; Changchun Normal University; Changchun China
| | - Lina Chen
- Central Laboratory; Changchun Normal University; Changchun China
| | - Yuchi Zhang
- Central Laboratory; Changchun Normal University; Changchun China
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18
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Ma ZL, Hou T, Shi W, Liu WW, Ibrahim SA, He H. Purification and identification of corn peptides that facilitate alcohol metabolism by semi-preparative high-performance liquid chromatography and nano liquid chromatography with electrospray ionization tandem mass spectrometry. J Sep Sci 2016; 39:4234-4242. [DOI: 10.1002/jssc.201600554] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2016] [Revised: 08/25/2016] [Accepted: 09/01/2016] [Indexed: 12/20/2022]
Affiliation(s)
- Zhi-Li Ma
- College of Food Science and Technology, Huazhong Agricultural University & Key Laboratory of Environment Correlative Dietology; Ministry of Education
| | - Tao Hou
- College of Food Science and Technology, Huazhong Agricultural University & Key Laboratory of Environment Correlative Dietology; Ministry of Education
| | - Wen Shi
- College of Food Science and Technology, Huazhong Agricultural University & Key Laboratory of Environment Correlative Dietology; Ministry of Education
| | - Wei-Wei Liu
- College of Food Science and Technology, Huazhong Agricultural University & Key Laboratory of Environment Correlative Dietology; Ministry of Education
| | - Salam A. Ibrahim
- Department of Family and Consumer Sciences; North Carolina A&T State University; Greensboro NC USA
| | - Hui He
- College of Food Science and Technology, Huazhong Agricultural University & Key Laboratory of Environment Correlative Dietology; Ministry of Education
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