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Zhu X, Ding G, Ren S, Xi J, Liu K. The bioavailability, absorption, metabolism, and regulation of glucolipid metabolism disorders by quercetin and its important glycosides: A review. Food Chem 2024; 458:140262. [PMID: 38944925 DOI: 10.1016/j.foodchem.2024.140262] [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: 02/05/2024] [Revised: 06/21/2024] [Accepted: 06/26/2024] [Indexed: 07/02/2024]
Abstract
Quercetin and its glycosides (QG), vitally natural flavonoid, have been popular for health benefits. However, the absorption and metabolism affect their bioavailability, and the metabolic transformation alters their biological activities. This review systematically summarizes the bioavailability and pathways for the absorption and metabolism of quercetin/QG in vivo and in vitro, the biological activities and mechanism of quercetin/QG and their metabolites in treating glucolipid metabolism are discussed. After oral administration, quercetin/QG are mainly absorbed by the intestine, undergo phase II metabolism in the small intestine and liver to form conjugates and are metabolized into small phenolic acids by intestinal microbiota. Quercetin/QG and their metabolites exert beneficial effects on regulating glucolipid metabolism disorders, including improving insulin resistance, inhibiting lipogenesis, enhancing thermogenesis, modulating intestinal microbiota, relieving oxidative stress, and attenuating inflammation. This review enhances understanding of the mechanism of quercetin/QG regulate glucolipid metabolism and provides scientific support for the development of functional foods.
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Affiliation(s)
- Xiaoai Zhu
- Food Engineering Technology Research Center/Key Laboratory of Henan Province, Henan Key Laboratory of Natural Pigment Preparation, College of Food Science and Engineering, Henan University of Technology, Zhengzhou 450001, PR China.
| | - Guiyuan Ding
- Food Engineering Technology Research Center/Key Laboratory of Henan Province, Henan Key Laboratory of Natural Pigment Preparation, College of Food Science and Engineering, Henan University of Technology, Zhengzhou 450001, PR China
| | - Shuncheng Ren
- Food Engineering Technology Research Center/Key Laboratory of Henan Province, Henan Key Laboratory of Natural Pigment Preparation, College of Food Science and Engineering, Henan University of Technology, Zhengzhou 450001, PR China
| | - Jun Xi
- Food Engineering Technology Research Center/Key Laboratory of Henan Province, Henan Key Laboratory of Natural Pigment Preparation, College of Food Science and Engineering, Henan University of Technology, Zhengzhou 450001, PR China
| | - Kunlun Liu
- Food Engineering Technology Research Center/Key Laboratory of Henan Province, Henan Key Laboratory of Natural Pigment Preparation, College of Food Science and Engineering, Henan University of Technology, Zhengzhou 450001, PR China.
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Singh SSB, Patil KN. SIRT1/AMPK-mediated pathway: Ferulic acid from sugar beet pulp mitigating obesity-induced diabetes-linked complications and improving metabolic health. Biochim Biophys Acta Mol Cell Biol Lipids 2024; 1869:159511. [PMID: 38761896 DOI: 10.1016/j.bbalip.2024.159511] [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: 08/08/2023] [Revised: 03/28/2024] [Accepted: 05/12/2024] [Indexed: 05/20/2024]
Abstract
Obesity-induced type 2 diabetes (T2D) increases the risk of metabolic syndrome due to the high calorie intake. The role of sugar beet pulp (SBP) in T2D and the mechanism of its action remain unclear, though it is abundant in phenolics and has antioxidant activity. In this study, we isolated and purified ferulic acid from SBP, referred to as SBP-E, and studied the underlying molecular mechanisms in the regulation of glucose and lipid metabolism developing high glucose/high fat diet-induced diabetic models in vitro and in vivo. SBP-E showed no cytotoxicity and reduced the oxidative stress by increasing glutathione (GSH) in human liver (HepG2) and rat skeletal muscle (L6) cells. It also decreased body weight gain, food intake, fasting blood glucose levels (FBGL), glucose intolerance, hepatic steatosis, and lipid accumulation. Additionally, SBP-E decreased the oxidative stress and improved the antioxidant enzyme levels in high-fat diet (HFD)-induced T2D mice. Further, SBP-E reduced plasma and liver advanced glycation end products (AGEs), malondialdehyde (MDA), and pro-inflammatory cytokines, and increased anti-inflammatory cytokines in HFD-fed mice. Importantly, SBP-E significantly elevated AMPK, glucose transporter, SIRT1 activity, and Nrf2 expression and decreased ACC activity and SREBP1 levels in diabetic models. Collectively, our study results suggest that SBP-E treatment can improve obesity-induced T2D by regulating glucose and lipid metabolism via SIRT1/AMPK signalling and the AMPK/SREBP1/ACC1 pathway.
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Affiliation(s)
- Sangeetha S B Singh
- Department of Microbiology and Fermentation Technology, Council of Scientific & Industrial Research-Central Food Technological Research Institute (CSIR-CFTRI), Mysuru 570 020, Karnataka, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, Uttar Pradesh, India
| | - K Neelakanteshwar Patil
- Department of Microbiology and Fermentation Technology, Council of Scientific & Industrial Research-Central Food Technological Research Institute (CSIR-CFTRI), Mysuru 570 020, Karnataka, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, Uttar Pradesh, India.
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Guan L, Li A, Song P, Su W, Zhang S, Chen J, Jiao X, Li W. Design, synthesis, and biological evaluation of β-carboline-cinnamic acid derivatives as DYRK1A inhibitors in the treatment of diabetes. Bioorg Chem 2024; 151:107676. [PMID: 39068716 DOI: 10.1016/j.bioorg.2024.107676] [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: 06/13/2024] [Revised: 07/24/2024] [Accepted: 07/25/2024] [Indexed: 07/30/2024]
Abstract
Dual-specificity tyrosine phosphorylation-regulated kinase A (DYRK1A) is a potential drug target for diabetes. The DYRK1A inhibitor can promote β cells proliferation, increase insulin secretion and reduce blood sugar in diabetes. In this paper, a series β-carboline-cinnamic acid skeletal derivatives were designed, synthesized and evaluated to inhibit the activity of DYRK1A and promote pancreatic islet β cell proliferation. Pharmacological activity showed that all of the compounds could effectively promote pancreatic islet β cell proliferation at a concentration of 1 μM, and the cell viability of compound A1, A4 and B4 reached to 381.5 %, 380.2 % and 378.5 %, respectively. Compound A1, A4 and B4 could also inhibit the expression of DYRK1A better than positive drug harmine. Further mechanistic studies showed that compound A1, A4 and B4 could inhibit DYRK1A protein expression via promoting its degradation and thus enhancing the expression of proliferative proteins PCNA and Ki67. Molecular docking showed that β-carboline scaffold of these three compounds was fully inserted into the ATP binding site and formed hydrophobic interactions with the active pocket. Besides, these three compounds were predicted to possess better drug-likeness properties using SwissADME. In conclusion, compounds A1, A4 and B4 were potent pancreatic β cell proliferative agents as DYRK1A inhibitors and might serve as promising candidates for the treatment of diabetes.
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Affiliation(s)
- Li Guan
- College of Pharmacy, Xi'an Medical University, Xi'an 710021, PR China
| | - Aiyun Li
- Key Laboratory of Cellular Physiology (Shanxi Medical University), Ministry of Education, and the Department of Physiology, Shanxi Medical University, Taiyuan 030001, PR China
| | - Pengfei Song
- College of Pharmacy, Xi'an Medical University, Xi'an 710021, PR China; School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, Shenyang 110016, PR China
| | - Wanzhen Su
- Key Laboratory of Cellular Physiology (Shanxi Medical University), Ministry of Education, and the Department of Physiology, Shanxi Medical University, Taiyuan 030001, PR China
| | - Shengjie Zhang
- College of Pharmacy, Xi'an Medical University, Xi'an 710021, PR China
| | - Jiaxin Chen
- College of Pharmacy, Xi'an Medical University, Xi'an 710021, PR China
| | - Xiangying Jiao
- Key Laboratory of Cellular Physiology (Shanxi Medical University), Ministry of Education, and the Department of Physiology, Shanxi Medical University, Taiyuan 030001, PR China.
| | - Weize Li
- College of Pharmacy, Xi'an Medical University, Xi'an 710021, PR China.
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Drewe J, Schöning V, Danton O, Schenk A, Boonen G. Machine Learning-Based Analysis Reveals Triterpene Saponins and Their Aglycones in Cimicifuga racemosa as Critical Mediators of AMPK Activation. Pharmaceutics 2024; 16:511. [PMID: 38675172 PMCID: PMC11054181 DOI: 10.3390/pharmaceutics16040511] [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: 02/28/2024] [Revised: 03/14/2024] [Accepted: 04/05/2024] [Indexed: 04/28/2024] Open
Abstract
Cimicifuga racemosa (CR) extracts contain diverse constituents such as saponins. These saponins, which act as a defense against herbivores and pathogens also show promise in treating human conditions such as heart failure, pain, hypercholesterolemia, cancer, and inflammation. Some of these effects are mediated by activating AMP-dependent protein kinase (AMPK). Therefore, comprehensive screening for activating constituents in a CR extract is highly desirable. Employing machine learning (ML) techniques such as Deep Neural Networks (DNN), Logistic Regression Classification (LRC), and Random Forest Classification (RFC) with molecular fingerprint MACCS descriptors, 95 CR constituents were classified. Calibration involved 50 randomly chosen positive and negative controls. LRC achieved the highest overall test accuracy (90.2%), but DNN and RFC surpassed it in precision, sensitivity, specificity, and ROC AUC. All CR constituents were predicted as activators, except for three non-triterpene compounds. The validity of these classifications was supported by good calibration, with misclassifications ranging from 3% to 17% across the various models. High sensitivity (84.5-87.2%) and specificity (84.1-91.4%) suggest suitability for screening. The results demonstrate the potential of triterpene saponins and aglycones in activating AMP-dependent protein kinase (AMPK), providing the rationale for further clinical exploration of CR extracts in metabolic pathway-related conditions.
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Affiliation(s)
- Jürgen Drewe
- Medical Department, Max Zeller Söhne AG, 8590 Romanshorn, Switzerland; (O.D.); (A.S.); (G.B.)
| | - Verena Schöning
- Clinical Pharmacology and Toxicology, Department of General Internal Medicine, Inselspital—University Hospital, 3010 Bern, Switzerland
| | - Ombeline Danton
- Medical Department, Max Zeller Söhne AG, 8590 Romanshorn, Switzerland; (O.D.); (A.S.); (G.B.)
| | - Alexander Schenk
- Medical Department, Max Zeller Söhne AG, 8590 Romanshorn, Switzerland; (O.D.); (A.S.); (G.B.)
| | - Georg Boonen
- Medical Department, Max Zeller Söhne AG, 8590 Romanshorn, Switzerland; (O.D.); (A.S.); (G.B.)
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Bhuia MS, Rokonuzzman M, Hossain MI, Ansari SA, Ansari IA, Islam T, Al Hasan MS, Mubarak MS, Islam MT. Anxiolytic- like Effects by trans-Ferulic Acid Possibly Occur through GABAergic Interaction Pathways. Pharmaceuticals (Basel) 2023; 16:1271. [PMID: 37765079 PMCID: PMC10535412 DOI: 10.3390/ph16091271] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 09/02/2023] [Accepted: 09/05/2023] [Indexed: 09/29/2023] Open
Abstract
Numerous previous studies reported that ferulic acid exerts anxiolytic activity. However, the mechanisms have yet to be elucidated. The current study aimed to investigate the anxiolytic effect of trans-ferulic acid (TFA), a stereoisomer of ferulic acid, and evaluated its underlying mechanism using in vivo and computational studies. For this, different experimental doses of TFA (25, 50, and 75 mg/kg) were administered orally to Swiss albino mice, and various behavioral methods of open field, hole board, swing box, and light-dark tests were carried out. Diazepam (DZP), a positive allosteric modulator of the GABAA receptor, was employed as a positive control at a dose of 2 mg/kg, and distilled water served as a vehicle. Additionally, molecular docking was performed to estimate the binding affinities of the TFA and DZP toward the GABAA receptor subunits of α2 and α3, which are associated with the anxiolytic effect; visualizations of the ligand-receptor interaction were carried out using various computational tools. Our findings indicate that TFA dose-dependently reduces the locomotor activity of the animals in comparison with the controls, calming their behaviors. In addition, TFA exerted the highest binding affinity (-5.8 kcal/mol) to the α2 subunit of the GABAA receptor by forming several hydrogen and hydrophobic bonds. Taken together, our findings suggest that TFA exerts a similar effect to DZP, and the compound exerts moderate anxiolytic activity through the GABAergic interaction pathway. We suggest further clinical studies to develop TFA as a reliable anxiolytic agent.
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Affiliation(s)
- Md. Shimul Bhuia
- Department of Pharmacy, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj 8100, Bangladesh; (M.S.B.); (M.R.); (M.I.H.); (T.I.); (M.S.A.H.)
| | - Md. Rokonuzzman
- Department of Pharmacy, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj 8100, Bangladesh; (M.S.B.); (M.R.); (M.I.H.); (T.I.); (M.S.A.H.)
| | - Md. Imran Hossain
- Department of Pharmacy, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj 8100, Bangladesh; (M.S.B.); (M.R.); (M.I.H.); (T.I.); (M.S.A.H.)
| | - Siddique Akber Ansari
- Department of Pharmaceutical Chemistry, College of Pharmacy, King Saud University, P.O. Box 2457, Riyadh 11451, Saudi Arabia;
| | - Irfan Aamer Ansari
- Department of Drug Science and Technology, University of Turin, 10124 Turin, Italy;
| | - Tawhida Islam
- Department of Pharmacy, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj 8100, Bangladesh; (M.S.B.); (M.R.); (M.I.H.); (T.I.); (M.S.A.H.)
| | - Md. Sakib Al Hasan
- Department of Pharmacy, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj 8100, Bangladesh; (M.S.B.); (M.R.); (M.I.H.); (T.I.); (M.S.A.H.)
| | | | - Muhammad Torequl Islam
- Department of Pharmacy, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj 8100, Bangladesh; (M.S.B.); (M.R.); (M.I.H.); (T.I.); (M.S.A.H.)
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Fanaro GB, Marques MR, Calaza KDC, Brito R, Pessoni AM, Mendonça HR, Lemos DEDA, de Brito Alves JL, de Souza EL, Cavalcanti Neto MP. New Insights on Dietary Polyphenols for the Management of Oxidative Stress and Neuroinflammation in Diabetic Retinopathy. Antioxidants (Basel) 2023; 12:1237. [PMID: 37371967 PMCID: PMC10295526 DOI: 10.3390/antiox12061237] [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: 04/15/2023] [Revised: 06/05/2023] [Accepted: 06/06/2023] [Indexed: 06/29/2023] Open
Abstract
Diabetic retinopathy (DR) is a neurodegenerative and vascular pathology that is considered one of the leading causes of blindness worldwide, resulting from complications of advanced diabetes mellitus (DM). Current therapies consist of protocols aiming to alleviate the existing clinical signs associated with microvascular alterations limited to the advanced disease stages. In response to the low resolution and limitations of the DR treatment, there is an urgent need to develop more effective alternative therapies to optimize glycemic, vascular, and neuronal parameters, including the reduction in the cellular damage promoted by inflammation and oxidative stress. Recent evidence has shown that dietary polyphenols reduce oxidative and inflammatory parameters of various diseases by modulating multiple cell signaling pathways and gene expression, contributing to the improvement of several chronic diseases, including metabolic and neurodegenerative diseases. However, despite the growing evidence for the bioactivities of phenolic compounds, there is still a lack of data, especially from human studies, on the therapeutic potential of these substances. This review aims to comprehensively describe and clarify the effects of dietary phenolic compounds on the pathophysiological mechanisms involved in DR, especially those of oxidative and inflammatory nature, through evidence from experimental studies. Finally, the review highlights the potential of dietary phenolic compounds as a prophylactic and therapeutic strategy and the need for further clinical studies approaching the efficacy of these substances in DR management.
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Affiliation(s)
- Gustavo Bernardes Fanaro
- Institute of Health and Biotechnology, Federal University of Amazonas, Manaus 69460000, Amazonas, Brazil;
| | | | - Karin da Costa Calaza
- Department of Neurobiology, Institute of Biology, Fluminense Federal University, Niterói 24210201, Rio de Janeiro, Brazil;
| | - Rafael Brito
- Department of Cellular and Molecular Biology, Institute of Biology, Fluminense Federal University, Niterói 24210201, Rio de Janeiro, Brazil;
| | | | - Henrique Rocha Mendonça
- Institute of Biodiversity and Sustainability (NUPEM), Federal University of Rio de Janeiro, Macaé 27965045, Rio de Janeiro, Brazil; (H.R.M.); (M.P.C.N.)
| | | | - José Luiz de Brito Alves
- Department of Nutrition, Health Sciences Center, Federal University of Paraíba, João Pessoa 58051900, Paraíba, Brazil; (D.E.d.A.L.); (J.L.d.B.A.)
| | - Evandro Leite de Souza
- Department of Nutrition, Health Sciences Center, Federal University of Paraíba, João Pessoa 58051900, Paraíba, Brazil; (D.E.d.A.L.); (J.L.d.B.A.)
| | - Marinaldo Pacífico Cavalcanti Neto
- Institute of Biodiversity and Sustainability (NUPEM), Federal University of Rio de Janeiro, Macaé 27965045, Rio de Janeiro, Brazil; (H.R.M.); (M.P.C.N.)
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Vignaud J, Loiseau C, Hérault J, Mayer C, Côme M, Martin I, Ulmann L. Microalgae Produce Antioxidant Molecules with Potential Preventive Effects on Mitochondrial Functions and Skeletal Muscular Oxidative Stress. Antioxidants (Basel) 2023; 12:antiox12051050. [PMID: 37237915 DOI: 10.3390/antiox12051050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 04/25/2023] [Accepted: 05/03/2023] [Indexed: 05/28/2023] Open
Abstract
In recent years, microalgae have become a source of molecules for a healthy life. Their composition of carbohydrates, peptides, lipids, vitamins and carotenoids makes them a promising new source of antioxidant molecules. Skeletal muscle is a tissue that requires constant remodeling via protein turnover, and its regular functioning consumes energy in the form of adenosine triphosphate (ATP), which is produced by mitochondria. Under conditions of traumatic exercise or muscular diseases, a high production of reactive oxygen species (ROS) at the origin of oxidative stress (OS) will lead to inflammation and muscle atrophy, with life-long consequences. In this review, we describe the potential antioxidant effects of microalgae and their biomolecules on mitochondrial functions and skeletal muscular oxidative stress during exercises or in musculoskeletal diseases, as in sarcopenia, chronic obstructive pulmonary disease (COPD) and Duchenne muscular dystrophy (DMD), through the increase in and regulation of antioxidant pathways and protein synthesis.
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Affiliation(s)
- Jordi Vignaud
- BiOSSE (Biology of Organisms, Stress, Health, Environment), Institut Universitaire de Technologie, Département Génie Biologique, Le Mans Université, F-53020 Laval, France
| | - Céline Loiseau
- BiOSSE (Biology of Organisms, Stress, Health, Environment), Institut Universitaire de Technologie, Département Génie Biologique, Le Mans Université, F-53020 Laval, France
| | - Josiane Hérault
- BiOSSE (Biology of Organisms, Stress, Health, Environment), Institut Universitaire de Technologie, Département Génie Biologique, Le Mans Université, F-53020 Laval, France
| | - Claire Mayer
- BiOSSE (Biology of Organisms, Stress, Health, Environment), Institut Universitaire de Technologie, Département Génie Biologique, Le Mans Université, F-53020 Laval, France
| | - Martine Côme
- BiOSSE (Biology of Organisms, Stress, Health, Environment), Institut Universitaire de Technologie, Département Génie Biologique, Le Mans Université, F-53020 Laval, France
| | - Isabelle Martin
- BiOSSE (Biology of Organisms, Stress, Health, Environment), Institut Universitaire de Technologie, Département Génie Biologique, Le Mans Université, F-53020 Laval, France
| | - Lionel Ulmann
- BiOSSE (Biology of Organisms, Stress, Health, Environment), Institut Universitaire de Technologie, Département Génie Biologique, Le Mans Université, F-53020 Laval, France
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Imtiaz F, Islam M, Saeed H, Ahmed A, Asghar M, Saleem B, Farooq MA, Khan DH, Peltonen L. Novel phytoniosomes formulation of Tradescantia pallida leaves attenuates diabetes more effectively than pure extract. J Drug Deliv Sci Technol 2023. [DOI: 10.1016/j.jddst.2023.104399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2023]
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Anti-Hyperuricemic Effect of Anserine Based on the Gut-Kidney Axis: Integrated Analysis of Metagenomics and Metabolomics. Nutrients 2023; 15:nu15040969. [PMID: 36839325 PMCID: PMC9964072 DOI: 10.3390/nu15040969] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 02/09/2023] [Accepted: 02/11/2023] [Indexed: 02/17/2023] Open
Abstract
Nowadays, developing effective intervention substances for hyperuricemia has become a public health issue. Herein, the therapeutic ability of anserine, a bioactive peptide, was validated through a comprehensive multiomics analysis of a rat model of hyperuricemia. Anserine was observed to improve liver and kidney function and modulate urate-related transporter expressions in the kidneys. Urine metabolomics showed that 15 and 9 metabolites were significantly increased and decreased, respectively, in hyperuricemic rats after the anserine intervention. Key metabolites such as fructose, xylose, methionine, erythronic acid, glucaric acid, pipecolic acid and trans-ferulic acid were associated with ameliorating kidney injury. Additionally, anserine regularly changed the gut microbiota, thereby ameliorating purine metabolism abnormalities and alleviating inflammatory responses. The integrated multiomics analysis indicated that Saccharomyces, Parasutterella excrementihominis and Emergencia timonensis were strongly associated with key differential metabolites. Therefore, we propose that anserine improved hyperuricemia via the gut-kidney axis, highlighting its potential in preventing and treating hyperuricemia.
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Gao J, Gu X, Zhang M, Zu X, Shen F, Hou X, Hao E, Bai G. Ferulic acid targets ACSL1 to ameliorate lipid metabolic disorders in db/db mice. J Funct Foods 2022. [DOI: 10.1016/j.jff.2022.105009] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
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