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Wang Y, An X, Wang F, Jiang Y. Ginsenoside RH4 inhibits Ang II-induced myocardial remodeling by interfering with NFIL3. Biomed Pharmacother 2024; 172:116253. [PMID: 38359490 DOI: 10.1016/j.biopha.2024.116253] [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: 11/06/2023] [Revised: 01/23/2024] [Accepted: 02/02/2024] [Indexed: 02/17/2024] Open
Abstract
Ventricular remodeling refers to the structural and functional changes of the heart under various stimuli or disease influences and may also be accompanied by myocardial fibrosis, where an excessive amount of fibrous tissue appears in the myocardial tissue, affecting the heart's normal contraction and relaxation. Hypertension is posing the potential risk of causing myocardial injury and remodeling. The significance of the renin-angiotensin-aldosterone system (RAAS) in myocardial remodeling cannot be overlooked. Drug targeting of RAAS can effectively lower blood pressure and reduce left ventricular mass. Studies have shown that ginsenoside Rh4 can inhibit oxidative stress and inflammatory responses. In this study, a myocardial remodeling model was established using angiotensin (Ang) II, and the inhibitory effect of RH4 on myocardial hypertrophy and remodeling induced by Ang II was investigated using pathological staining and quantitative polymerase chain reaction (qPCR). Immunofluorescence and qPCR demonstrated that Rh4 causes myocardial hypertrophy and the generation of reactive oxygen species (ROS) in vitro. The Rh4 target was identified using transcriptomics. The findings indicated that RH4 could inhibit myocardial hypertrophy, inflammatory fibrosis, and oxidative stress induced by Ang II, suggesting potential cardiovascular protection effects. In vitro experiments have shown that Rh4 inhibits myocardial hypertrophy. Transcriptomics revealed that nuclear factor interleukin-3 (NFIL3) is a downstream regulator of Rh4. By constructing AAV9-NFIL3 and injecting it into mice, it was found that NFIL3 overexpression interfered with anti-Ang II-induced myocardial remodeling of Rh4. These results indicate that Rh4 demonstrates potential therapeutic effects on myocardial hypertrophy and fibrosis.
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Affiliation(s)
- Yitong Wang
- Department of Cardiology, First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Xiangbo An
- Department of Interventional Therapy, First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Feng Wang
- Department of Interventional Therapy, First Affiliated Hospital of Dalian Medical University, Dalian, China.
| | - Yinong Jiang
- Department of Cardiology, First Affiliated Hospital of Dalian Medical University, Dalian, China.
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Wei B, Zhang X, Qian J, Tang Z, Zhang B. Nrf2: Therapeutic target of islet function protection in diabetes and islet transplantation. Biomed Pharmacother 2023; 167:115463. [PMID: 37703659 DOI: 10.1016/j.biopha.2023.115463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 09/06/2023] [Accepted: 09/07/2023] [Indexed: 09/15/2023] Open
Abstract
Nuclear factor-erythroid 2-related factor 2 (Nrf2) has been reported as a major intracellular regulator of antioxidant stress, notably in islet β cells with low antioxidant enzyme content. Nrf2 is capable of regulating antioxidant function, while it can also regulate insulin secretion, proliferation, and differentiation of β cells, ER stress, as well as mitochondrial function. Thus, Nrf2 pharmacological activators have been employed in the laboratory for the treatment of diabetic mice. Islet cells are exposed to oxidative environment when islet is being transplanted. Accordingly, less than 50% of islet cells are well transplanted, and their normal function is maintained. The pharmacological activation of Nrf2 has been confirmed to protect islet cells at different stages of transplantation stages during experiments for islet transplantation.
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Affiliation(s)
- Butian Wei
- Department of general Surgery, The Fourth affiliated Hospital, Zhejiang university School of Medicine, Yiwu 322000, China
| | - Xin Zhang
- Department of general Surgery, The Fourth affiliated Hospital, Zhejiang university School of Medicine, Yiwu 322000, China
| | - Jiwei Qian
- Department of general Surgery, The Fourth affiliated Hospital, Zhejiang university School of Medicine, Yiwu 322000, China
| | - Zhe Tang
- Department of general Surgery, The Fourth affiliated Hospital, Zhejiang university School of Medicine, Yiwu 322000, China
| | - Bo Zhang
- Department of general Surgery, The Second affiliated Hospital, Zhejiang university School of Medicine, Hangzhou 310000, China.
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Zhao Y, Liu Y, Deng J, Zhu C, Ma X, Jiang M, Fan D. Ginsenoside F4 Alleviates Skeletal Muscle Insulin Resistance by Regulating PTP1B in Type II Diabetes Mellitus. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2023; 71:14263-14275. [PMID: 37726223 DOI: 10.1021/acs.jafc.3c01262] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/21/2023]
Abstract
Type 2 diabetes mellitus (T2DM) is a chronic metabolic disease with increasing morbidity. Protein tyrosine phosphatase 1B (PTP1B) is a major negative regulator of the insulin signaling cascade and has attracted intensive investigation in the T2DM study. Ginseng is widely used to treat metabolic diseases, while the effects of ginsenoside F4 (F4) on T2DM have remained unknown. Here, we identify F4 as an inhibitor of skeletal muscle insulin resistance. The results showed that F4 significantly improved the hyperglycemic state of db/db mice, alleviated dyslipidemia, and promoted skeletal muscle glucose uptake. This phenomenon was closely related to the inhibition of the PTP1B activity. On the one hand, the inhibition of PTP1B activity by F4 resulted in increased insulin receptor (INSR) and insulin receptor substrate 1 tyrosine phosphorylation and enhanced insulin sensitivity. On the other hand, F4 as a PTP1B inhibitor inhibited the inositol-requiring enzyme 1 (IRE-1)/recombinant TNF receptor associated factor 2 (TRAF2)/c-Jun N-terminal kinase signaling pathway and alleviated skeletal muscle endoplasmic reticulum (ER) stress, thereby reducing IRS-1 serine phosphorylation. Both finally activated the PI3K/AKT signaling pathway and promoted glucose transporter protein 4 translocation to the cell membrane for glucose uptake. Taken together, our experiments demonstrate that F4 activates the insulin signaling pathway by inhibiting the activity of PTP1B while inhibiting the IRE-1/TRAF2/JNK signaling pathway, enhancing insulin sensitivity, and alleviating ER stress in the skeletal muscle of db/db mice. Our results indicate that F4 can be used as a PTP1B inhibitor for the treatment of T2DM.
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Affiliation(s)
- Yujie Zhao
- Shaanxi Key Laboratory of Degradable Biomedical Materials, School of Chemical Engineering, Northwest University, Taibai North Road 229, Xi'an, Shaanxi 710069, China
- Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Taibai North Road 229, Xi'an, Shaanxi 710069, China
- Biotech. & Biomed. Research Institute, Northwest University, Taibai North Road 229, Xi'an, Shaanxi 710069, China
| | - Yao Liu
- Shaanxi Institute of Microbiology, Xiying Road 76, Xi'an, Shaanxi 710043, China
| | - Jianjun Deng
- Shaanxi Key Laboratory of Degradable Biomedical Materials, School of Chemical Engineering, Northwest University, Taibai North Road 229, Xi'an, Shaanxi 710069, China
- Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Taibai North Road 229, Xi'an, Shaanxi 710069, China
- Biotech. & Biomed. Research Institute, Northwest University, Taibai North Road 229, Xi'an, Shaanxi 710069, China
| | - Chenhui Zhu
- Shaanxi Key Laboratory of Degradable Biomedical Materials, School of Chemical Engineering, Northwest University, Taibai North Road 229, Xi'an, Shaanxi 710069, China
- Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Taibai North Road 229, Xi'an, Shaanxi 710069, China
- Biotech. & Biomed. Research Institute, Northwest University, Taibai North Road 229, Xi'an, Shaanxi 710069, China
| | - Xiaoxuan Ma
- Shaanxi Key Laboratory of Degradable Biomedical Materials, School of Chemical Engineering, Northwest University, Taibai North Road 229, Xi'an, Shaanxi 710069, China
- Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Taibai North Road 229, Xi'an, Shaanxi 710069, China
- Biotech. & Biomed. Research Institute, Northwest University, Taibai North Road 229, Xi'an, Shaanxi 710069, China
| | - Min Jiang
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, China
| | - Daidi Fan
- Shaanxi Key Laboratory of Degradable Biomedical Materials, School of Chemical Engineering, Northwest University, Taibai North Road 229, Xi'an, Shaanxi 710069, China
- Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Taibai North Road 229, Xi'an, Shaanxi 710069, China
- Biotech. & Biomed. Research Institute, Northwest University, Taibai North Road 229, Xi'an, Shaanxi 710069, China
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Jin W, Li C, Yang S, Song S, Hou W, Song Y, Du Q. Hypolipidemic effect and molecular mechanism of ginsenosides: a review based on oxidative stress. Front Pharmacol 2023; 14:1166898. [PMID: 37188264 PMCID: PMC10175615 DOI: 10.3389/fphar.2023.1166898] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 04/17/2023] [Indexed: 05/17/2023] Open
Abstract
Hyperlipidemia is considered a risk factor for cardiovascular and endocrine diseases. However, effective approaches for treating this common metabolic disorder remain limited. Ginseng has traditionally been used as a natural medicine for invigorating energy or "Qi" and has been demonstrated to possess antioxidative, anti-apoptotic, and anti-inflammatory properties. A large number of studies have shown that ginsenosides, the main active ingredient of ginseng, have lipid-lowering effects. However, there remains a lack of systematic reviews detailing the molecular mechanisms by which ginsenosides reduce blood lipid levels, especially in relation to oxidative stress. For this article, research studies detailing the molecular mechanisms through which ginsenosides regulate oxidative stress and lower blood lipids in the treatment of hyperlipidemia and its related diseases (diabetes, nonalcoholic fatty liver disease, and atherosclerosis) were comprehensively reviewed. The relevant papers were search on seven literature databases. According to the studies reviewed, ginsenosides Rb1, Rb2, Rb3, Re, Rg1, Rg3, Rh2, Rh4, and F2 inhibit oxidative stress by increasing the activity of antioxidant enzymes, promoting fatty acid β-oxidation and autophagy, and regulating the intestinal flora to alleviate high blood pressure and improve the body's lipid status. These effects are related to the regulation of various signaling pathways, such as those of PPARα, Nrf2, mitogen-activated protein kinases, SIRT3/FOXO3/SOD, and AMPK/SIRT1. These findings suggest that ginseng is a natural medicine with lipid-lowering effects.
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Affiliation(s)
- Wei Jin
- Emergency Department, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Chunrun Li
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Sichuan, China
| | - Shihui Yang
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Sichuan, China
| | - Shiyi Song
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Sichuan, China
| | - Weiwei Hou
- Emergency Department, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Yang Song
- Emergency Department, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
- *Correspondence: Yang Song, ; Quanyu Du,
| | - Quanyu Du
- Endocrinology Department, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
- *Correspondence: Yang Song, ; Quanyu Du,
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Zhang Y, Ma P, Duan Z, Liu Y, Mi Y, Fan D. Ginsenoside Rh4 Suppressed Metastasis of Lung Adenocarcinoma via Inhibiting JAK2/STAT3 Signaling. Int J Mol Sci 2022; 23:ijms23042018. [PMID: 35216134 PMCID: PMC8879721 DOI: 10.3390/ijms23042018] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 02/05/2022] [Accepted: 02/08/2022] [Indexed: 01/27/2023] Open
Abstract
Lung adenocarcinoma (LAC) is a common lung cancer with a high malignancy that urgently needs to be treated with effective drugs. Ginsenoside Rh4 exhibits outstanding antitumor activities. However, few studies reported its effects on growth, metastasis and molecular mechanisms in LAC. Here, Rh4 is certified to show a strong anti-LAC efficiency in vitro and in vivo. Results of flow cytometry and Western blot are obtained to exhibited that Rh4 markedly restrained cellular proliferation and colony formation by arresting the cell cycle in the G1 phase. Results from a wound healing assay and transwell assays demonstrated that Rh4 is active in the antimigration and anti-invasion of LAC. The analysis of Western blot, immunofluorescence and RT-qPCR confirmed that Rh4 reverses the epithelial–mesenchymal transition (EMT) through upregulating the gene expression of E-cadherin and downregulating that of snail, N-cadherin and vimentin. In vivo results from immunohistochemistry show consistent trends with cellular studies. Furthermore, Rh4 suppresses the Janus kinases2/signal transducer and activator of the transcription3 (JAK2/STAT3) signaling pathway stimulated by TGF-β1. Silencing the STAT3 signal or co-treating with AG490 both enhanced the EMT attenuation caused by Rh4, which revealed that Rh4 suppressed EMT via inhibiting the JAK2/STAT3 signaling pathway. These findings explore the capacity and mechanism of Rh4 on the antimetastasis of LAC, providing evidence for Rh4 to LAC therapy.
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Affiliation(s)
- Yan Zhang
- Shaanxi Key Laboratory of Degradable Biomedical Materials, Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Xi’an 710069, China; (Y.Z.); (P.M.); (Z.D.); (Y.L.)
- Biotech & Biomed Research Institute, Northwest University, Xi’an 710069, China
| | - Pei Ma
- Shaanxi Key Laboratory of Degradable Biomedical Materials, Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Xi’an 710069, China; (Y.Z.); (P.M.); (Z.D.); (Y.L.)
- Biotech & Biomed Research Institute, Northwest University, Xi’an 710069, China
| | - Zhiguang Duan
- Shaanxi Key Laboratory of Degradable Biomedical Materials, Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Xi’an 710069, China; (Y.Z.); (P.M.); (Z.D.); (Y.L.)
- Biotech & Biomed Research Institute, Northwest University, Xi’an 710069, China
| | - Yannan Liu
- Shaanxi Key Laboratory of Degradable Biomedical Materials, Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Xi’an 710069, China; (Y.Z.); (P.M.); (Z.D.); (Y.L.)
- Biotech & Biomed Research Institute, Northwest University, Xi’an 710069, China
| | - Yu Mi
- Shaanxi Key Laboratory of Degradable Biomedical Materials, Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Xi’an 710069, China; (Y.Z.); (P.M.); (Z.D.); (Y.L.)
- Biotech & Biomed Research Institute, Northwest University, Xi’an 710069, China
- Correspondence: (Y.M.); (D.F.); Tel.: +86-29-8830-5118 (D.F.)
| | - Daidi Fan
- Shaanxi Key Laboratory of Degradable Biomedical Materials, Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Xi’an 710069, China; (Y.Z.); (P.M.); (Z.D.); (Y.L.)
- Biotech & Biomed Research Institute, Northwest University, Xi’an 710069, China
- Correspondence: (Y.M.); (D.F.); Tel.: +86-29-8830-5118 (D.F.)
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Han L, Yang HY, Zheng YJ, Wei XX, Dan WC, Zhang LL, Ding QY, Ma X, Wang XM, Zhao LH, Tong XL. Mechanism exploration of Gouqi-wentang formula against type 2 diabetes mellitus by phytochemistry and network pharmacology-based analysis and biological validation. Chin Med 2021; 16:93. [PMID: 34579756 PMCID: PMC8477540 DOI: 10.1186/s13020-021-00479-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Accepted: 07/28/2021] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND The Gouqi-wentang formula (GQWTF) is a herbal formula used by Academician Xiao-lin Tong for the clinical treatment of T2DM. GQWTF is beneficial to qi, nourishes Yin, clears heat, and promotes fluid production, but the effective components and their mechanism of action remain unclear. METHODS The main components of GQWTF were detected by LC-MS, and the multi-target mechanisms of GQWTF in T2DM were elucidated using network pharmacology analysis, including target prediction, protein-protein interaction network construction and analysis, Gene Ontology (GO) terms, Kyoto Encyclopaedia of Genes and Genomes (KEGG) pathway annotation, and other network construction. Finally, the efficacy of the GQWTF was verified using biological experiments. RESULTS First, the "herb-channel tropism" network suggested that GQWTF focuses more on treating diseases by recuperating the liver, which is considered as an important insulin-sensitive organ. Subsequently, a total of 16 active ingredients in GQWTF were detected and screened, and their biological targets were predicted. Then, "compound-target" network was constructed, where enrichment analysis of GQWTF targets reflected its potential pharmacological activities. After T2DM-related target identification, 39 cross targets of GQWTF and T2DM were obtained, and 30 key targets highly responsible for the beneficial effect of GQWTF on T2DM were identified by PPI analysis. GO analysis of these key targets showed that many biological processes of GQWTF in treating T2DM are key in the occurrence and development of T2DM, including components related to inflammatory/immune response, insulin, and metabolism. KEGG analysis revealed the regulation of multiple signalling pathways, such as insulin resistance, PPAR signalling pathway, FoxO signalling pathway, Fc epsilon RI signalling pathway, and pathways that influence diabetes primarily by regulating metabolism as well as other T2DM directly related pathways. Furthermore, a "formula-compound-pathway-symptom" network was constructed to represent a global view of GQWTF in the treatment of T2DM. CONCLUSIONS This study explored the mechanism of action of GQWTF in T2DM by multi-component and multi-target multi pathways, which could provide a theoretical basis for the development and clinical application of GQWTF.
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Affiliation(s)
- Lin Han
- Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, 100053, China
| | - Hao-Yu Yang
- Beijing University of Chinese Medicine, Beijing, 100029, China
| | - Yu-Jiao Zheng
- Beijing University of Chinese Medicine, Beijing, 100029, China
| | - Xiu-Xiu Wei
- Beijing University of Chinese Medicine, Beijing, 100029, China
| | - Wen-Chao Dan
- Beijing University of Chinese Medicine, Beijing, 100029, China
| | - Li-Li Zhang
- Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, 100053, China
| | - Qi-You Ding
- Beijing University of Chinese Medicine, Beijing, 100029, China
| | - Xu Ma
- Gansu University of Chinese Medicine, Lanzhou, 730000, China
| | - Xin-Miao Wang
- Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, 100053, China
| | - Lin-Hua Zhao
- Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, 100053, China.
| | - Xiao-Lin Tong
- Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, 100053, China.
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Jiang Y, Yin Z, Zhao J, Sun J, Zhao D, Zeng XA, Li H, Huang M, Wu J. Antioxidant mechanism exploration of the tripeptide Val-Asn-Pro generated from Jiuzao and its potential application in baijiu. Food Chem Toxicol 2021; 155:112402. [PMID: 34246709 DOI: 10.1016/j.fct.2021.112402] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 07/05/2021] [Accepted: 07/07/2021] [Indexed: 01/27/2023]
Abstract
Val-Asn-Pro (VNP) was identified from the raw material of baijiu distillation (Jiupei) and exhibit antioxidant activity in vitro. In this study, residue after baijiu distillation (Jiuzao) was used to seek the antioxidant peptide VNP with the methods reported inthe previous study. Its potential antioxidant mechanism in vivo was further assessed. Gene and protein expressions of Nrf2/Keap1-p38MAPK/PI3K-MafK signaling pathway and downstream enzymes (i.e., CAT, GPX1, SOD1, and HO-1) in AAPH-induced oxidative stress Sprague-Dawley (SD) rats were investigated. Influence of VNP on baijiu characteristics was also investigated. Based on the results, VNP was identified with a content of 5.25 mg/g Jiuzao. VNP significantly mitigated excess oxidative stress via activation of Nrf2/Keap1-p38MAPK/PI3K-MafK signaling pathway and activated downstream antioxidant enzymes. Furthermore, VNP showed unconspicuous influence on the flavor and taste of baijiu when added into baijiu and the content remained stable during storage. These results indicated that VNP is a potent antioxidant component isolated from Jiuzao that can be used in baijiu to enhance its antioxidant effect without affecting the main flavor and taste. The utilization of these functional components can also increase the added value of Jiuzao.
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Affiliation(s)
- Yunsong Jiang
- School of Food Science and Engineering, South China University of Technology, Guangzhou, 510640, China; Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing, 100048, China
| | - Zhongtian Yin
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing, 100048, China; College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, 100048, China
| | - Jiwen Zhao
- Technocal Center of Bandaojing Co.Ltd., Gaoqing, Shandong, 256300, China
| | - Jinyuan Sun
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing, 100048, China.
| | - Dongrui Zhao
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing, 100048, China
| | - Xin-An Zeng
- School of Food Science and Engineering, South China University of Technology, Guangzhou, 510640, China
| | - Hehe Li
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing, 100048, China; College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, 100048, China
| | - Mingquan Huang
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing, 100048, China
| | - Jihong Wu
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing, 100048, China
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