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Aryee R, Mohammed NS, Dey S, Arunraj B, Nadendla S, Sajeevan KA, Beck MR, Nathan Frazier A, Koziel JA, Mansell TJ, Chowdhury R. Exploring putative enteric methanogenesis inhibitors using molecular simulations and a graph neural network. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.16.613350. [PMID: 39345548 PMCID: PMC11429904 DOI: 10.1101/2024.09.16.613350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/01/2024]
Abstract
Atmospheric methane (CH4) acts as a key contributor to global warming. As CH4 is a short-lived climate forcer (12 years atmospheric lifespan), its mitigation represents the most promising means to address climate change in the short term. Enteric CH4 (the biosynthesized CH4 from the rumen of ruminants) represents 5.1% of total global greenhouse gas (GHG) emissions, 23% of emissions from agriculture, and 27.2% of global CH4 emissions. Therefore, it is imperative to investigate methanogenesis inhibitors and their underlying modes of action. We hereby elucidate the detailed biophysical and thermodynamic interplay between anti-methanogenic molecules and cofactor F430 of methyl coenzyme M reductase and interpret the stoichiometric ratios and binding affinities of sixteen inhibitor molecules. We leverage this as prior in a graph neural network to first functionally cluster these sixteen known inhibitors among ~54,000 bovine metabolites. We subsequently demonstrate a protocol to identify precursors to and putative inhibitors for methanogenesis, based on Tanimoto chemical similarity and membrane permeability predictions. This work lays the foundation for computational and de novo design of inhibitor molecules that retain/ reject one or more biochemical properties of known inhibitors discussed in this study.
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Affiliation(s)
- Randy Aryee
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa, USA
- The Center for Biorenewable Chemicals, Iowa State University, Ames, Iowa, USA
| | - Noor S. Mohammed
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa, USA
- The Center for Biorenewable Chemicals, Iowa State University, Ames, Iowa, USA
| | - Supantha Dey
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa, USA
| | - B. Arunraj
- The Center for Biorenewable Chemicals, Iowa State University, Ames, Iowa, USA
- Maseeh Department of Civil, Architectural and Environmental Engineering, University of Texas, Austin, Texas, USA
| | - Swathi Nadendla
- Department of Veterinary Diagnostic and Production Animal Medicine, College of Veterinary Medicine, Iowa State University, Ames, Iowa, USA
| | - Karuna Anna Sajeevan
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa, USA
- The Center for Biorenewable Chemicals, Iowa State University, Ames, Iowa, USA
| | - Matthew R. Beck
- USDA-ARS Conservation and Production Research Laboratory, Bushland, Texas, USA
| | - A. Nathan Frazier
- USDA-ARS Conservation and Production Research Laboratory, Bushland, Texas, USA
| | - Jacek A. Koziel
- USDA-ARS Conservation and Production Research Laboratory, Bushland, Texas, USA
| | - Thomas J. Mansell
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa, USA
- The Center for Biorenewable Chemicals, Iowa State University, Ames, Iowa, USA
| | - Ratul Chowdhury
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa, USA
- The Center for Biorenewable Chemicals, Iowa State University, Ames, Iowa, USA
- Department of Veterinary Diagnostic and Production Animal Medicine, College of Veterinary Medicine, Iowa State University, Ames, Iowa, USA
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De Greef D, Barton EM, Sandberg EN, Croley CR, Pumarol J, Wong TL, Das N, Bishayee A. Anticancer potential of garlic and its bioactive constituents: A systematic and comprehensive review. Semin Cancer Biol 2020; 73:219-264. [PMID: 33301861 DOI: 10.1016/j.semcancer.2020.11.020] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 11/25/2020] [Accepted: 11/30/2020] [Indexed: 02/06/2023]
Abstract
Vegetables of the Allium genus, such as garlic (Allium sativum L.), onions, shallots, leaks, and chives, have been used for many years for food consumption and for medicinal purposes. Historical medical texts have indicated the therapeutic applications of garlic as an antitumor, laxative, diuretic, antibacterial and antifungal agent. Specifically, garlic's antitumor abilities have been traced back 3500 years as a chemotherapeutic agent used in Egypt. Other beneficial effects of garlic consumption include lowering blood pressure, blood cholesterol, sugar and lipids. The processing and aging of garlic result in the production of non-toxic organosulfur by-products. These sulfur-containing compounds, such as allicin, diallyl sulfide, diallyl disulfide, diallyl trisulfide, alliin, S-allylcysteine, and S-allylmercaptocysteine, impact various stages of carcinogenesis. The anticancer mechanisms of action of these garlic-derived phytochemicals include altering mitochondrial permeability, inhibiting angiogenesis, enhancing antioxidative and proapoptotic properties, and regulating cell proliferation. All these effects of garlic's sulfur-compounds have been demonstrated in various human cancers. The intent of this literature research is to explore the potential of garlic-derived products and bioactive organosulfur compounds as cancer chemopreventive and chemotherapeutic agents. This investigation employs criteria for systematic review and critically analyzes published in vitro, in vivo and clinical studies. Concerns and limitations that have arisen in past studies regarding standards of measurement, bioavailability, and method of delivery are addressed. Overall, it is hoped that through this systematic and comprehensive review, future researchers can be acquainted with the updated data assembled on anticancer properties of garlic and its phytoconstituents.
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Affiliation(s)
| | - Emily M Barton
- Lake Erie College of Osteopathic Medicine, Bradenton, FL 34211, USA
| | - Elise N Sandberg
- Lake Erie College of Osteopathic Medicine, Bradenton, FL 34211, USA
| | | | - Joshua Pumarol
- Lake Erie College of Osteopathic Medicine, Bradenton, FL 34211, USA
| | - Tin Lok Wong
- Lake Erie College of Osteopathic Medicine, Bradenton, FL 34211, USA
| | - Niranjan Das
- Department of Chemistry, Iswar Chandra Vidyasagar College, Belonia 799 155, Tripura, India
| | - Anupam Bishayee
- Lake Erie College of Osteopathic Medicine, Bradenton, FL 34211, USA.
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Bordes C, Leguelinel-Blache G, Lavigne JP, Mauboussin JM, Laureillard D, Faure H, Rouanet I, Sotto A, Loubet P. Interactions between antiretroviral therapy and complementary and alternative medicine: a narrative review. Clin Microbiol Infect 2020; 26:1161-1170. [PMID: 32360208 DOI: 10.1016/j.cmi.2020.04.019] [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: 02/03/2020] [Revised: 04/16/2020] [Accepted: 04/19/2020] [Indexed: 01/09/2023]
Abstract
BACKGROUND The use of complementary and alternative medicine including herbal medicine (phytotherapy), vitamins, minerals and food supplements is frequent among people living with HIV/AIDS (PLWHAs) who take antiretroviral (ARV) drugs, but is often not known by their prescribing physicians. Some drug-supplement combinations may result in clinically meaningful interactions. AIMS In this literature review, we aimed to investigate the evidence for complementary and alternative medicine interactions with ARVs. SOURCES A bibliographic search of all in vitro, human studies and case reports of the PubMed database was performed to assess the risk of interactions between complementary and alternative self-medication products and ARVs. The 'HIV drug interaction' (https://www.hiv-druginteractions.org) and 'Natural medicines comprehensive database' (https://naturalmedicines.therapeuticresearch.com) interaction checkers were also analysed. CONTENT St John's wort, some forms of garlic, grapefruit and red rice yeast are known to have significant interaction and thus should not be co-administered, or should be used with caution with certain ARV classes. Data on other plant-based supplements come from in vitro studies or very small size in vivo studies and are thus insufficient to conclude the real in vivo impact in case of concomitant administration with ARVs. Some polyvalent minerals such as calcium, magnesium, and iron salts can reduce the absorption of integrase inhibitors by chelation. Potential interactions with vitamin C and quercetin with some ARVs should be noted and efficacy and tolerance of the treatment should be monitored. IMPLICATIONS This review shows the importance of screening all PLWHAs for complementary and alternative medicine use to prevent treatment failure or adverse effects related to an interaction with ARVs. Further human studies are warranted to describe the clinical significance of in vitro interactions between numerous complementary and alternative medicine and ARVs.
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Affiliation(s)
- C Bordes
- Pharmacy Department, University of Montpellier, CHU Nimes, France
| | - G Leguelinel-Blache
- Pharmacy Department, University of Montpellier, CHU Nimes, France; UPRES EA2415, Laboratory of Biostatistics, Epidemiology, Clinical Research and Health Economics, Clinical Research University Institute, University of Montpellier, Montpellier, France
| | - J-P Lavigne
- VBMI, INSERM U1047, University of Montpellier, Department of Microbiology and Hospital Hygiene, CHU Nîmes, Nîmes, France
| | - J-M Mauboussin
- Department of Infectious and Tropical Diseases, CHU Nîmes, Nîmes, France
| | - D Laureillard
- Department of Infectious and Tropical Diseases, CHU Nîmes, Nîmes, France; Pathogenesis and Control of Chronic Infections, Inserm, Etablissement Français Du Sang, University of Montpellier, Montpellier, France
| | - H Faure
- Pharmacy Department, CH de Royan, Royan, France
| | - I Rouanet
- Department of Infectious and Tropical Diseases, CHU Nîmes, Nîmes, France
| | - A Sotto
- VBMI, INSERM U1047, University of Montpellier, Department of Infectious and Tropical Diseases, CHU Nîmes, Nîmes, France
| | - P Loubet
- VBMI, INSERM U1047, University of Montpellier, Department of Infectious and Tropical Diseases, CHU Nîmes, Nîmes, France.
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Kodera Y, Kurita M, Nakamoto M, Matsutomo T. Chemistry of aged garlic: Diversity of constituents in aged garlic extract and their production mechanisms via the combination of chemical and enzymatic reactions. Exp Ther Med 2020; 19:1574-1584. [PMID: 32010342 PMCID: PMC6966121 DOI: 10.3892/etm.2019.8393] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 09/30/2019] [Indexed: 02/06/2023] Open
Abstract
Raw garlic contains characteristic compounds, such as S-alk(en)ylcysteine sulfoxides, γ-glutamyl-S-alk(en)-ylcysteines and polysaccharides. These compounds undergo various transformation processes during the aging process. Among these compounds, the change of sulfur-containing molecules is diverse and time-dependent. Previously, by means of the liquid chromatography (LC)/LC-mass spectrometry (MS) method, a number of unidentified peaks corresponding to candidates of sulfur-containing molecules were detected in the chromatogram of aged garlic extract (AGE), and identified using MS and nuclear magnetic resonance (NMR). The production mechanisms of these compounds were then examined by model reactions and laboratory experiments mimicking the aging process. Three γ-glutamyl tripeptides [γ-glutamyl-γ-glutamyl-S-methylcysteine, γ-glutamyl-γ-gluta-myl-S-allylcysteine (GGSAC), γ-glutamyl-γ-glutamyl-S-1-propenylcysteine], γ-glutamyl-S-allylmercaptocysteine (GSAMC) and cis-S-1-propenylcysteine (cis-S1PC) were isolated and identified. GGSAC was produced from GSAC through the enzymatic reaction catalyzed by γ-glutamyltranspeptidase (GGT), and two other tripeptides could be produced in similar reactions. GSAMC was produced by the reaction between γ-glutamyl dipeptides and allicin. Furthermore, GSAMC was a precursor compound of S-allyl-mercaptocysteine (SAMC), and thus it was produced from GSAMC by GGT. cis-S1PC was produced from trans-S1PC by the isomerization reaction. A number of other compounds were also identified, including Maillard reaction products; however, their production mechanisms have not been elucidated. In this review, we present the changes in characteristic constituents in raw garlic and garlic extract during the aging process and discuss their production mechanisms involving the various chemical and enzymatic reactions.
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Affiliation(s)
- Yukihiro Kodera
- Central Research Institute, Wakunaga Pharmaceutical Co., Ltd., Akitakata-shi, Hiroshima 739-1195, Japan
| | - Masahiro Kurita
- Central Research Institute, Wakunaga Pharmaceutical Co., Ltd., Akitakata-shi, Hiroshima 739-1195, Japan
| | - Masato Nakamoto
- Central Research Institute, Wakunaga Pharmaceutical Co., Ltd., Akitakata-shi, Hiroshima 739-1195, Japan
| | - Toshiaki Matsutomo
- Central Research Institute, Wakunaga Pharmaceutical Co., Ltd., Akitakata-shi, Hiroshima 739-1195, Japan
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Nakamoto M, Fujii T, Matsutomo T, Kodera Y. Isolation and Identification of Three γ-Glutamyl Tripeptides and Their Putative Production Mechanism in Aged Garlic Extract. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2018; 66:2891-2899. [PMID: 29498844 DOI: 10.1021/acs.jafc.7b05480] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
We analyzed aged garlic extract (AGE) to understand its complex sulfur chemistry using post-column high-performance liquid chromatography with an iodoplatinate reagent and liquid chromatography high resolution mass spectrometry (LC-MS). We observed unidentified peaks of putative sulfur compounds. Three compounds were isolated and identified as γ-glutamyl-γ-glutamyl- S-methylcysteine, γ-glutamyl-γ-glutamyl- S-allylcysteine (GGSAC) and γ-glutamyl-γ-glutamyl- S-1-propenyl-cysteine (GGS1PC) by nuclear magnetic resonance and LC-MS analysis based on comparisons with chemically synthesized reference compounds. GGSAC and GGS1PC were novel compounds. Trace amounts of these compounds were detected in raw garlic, but the contents of these compounds increased during the aging process. Production of these compounds was inhibited using a γ-glutamyl transpeptidase (GGT) inhibitor in the model reaction mixtures. These findings suggest that γ-glutamyl tripeptides in AGE are produced by GGT during the aging process.
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Kodera Y, Ushijima M, Amano H, Suzuki JI, Matsutomo T. Chemical and Biological Properties of S-1-Propenyl-l-Cysteine in Aged Garlic Extract. Molecules 2017; 22:molecules22040570. [PMID: 28362335 PMCID: PMC6154623 DOI: 10.3390/molecules22040570] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Revised: 03/27/2017] [Accepted: 03/27/2017] [Indexed: 12/20/2022] Open
Abstract
S-1-Propenyl-l-cysteine (S1PC) is a stereoisomer of S-1-Propenyl-l-cysteine (SAC), an important sulfur-containing amino acid that plays a role for the beneficial pharmacological effects of aged garlic extract (AGE). The existence of S1PC in garlic preparations has been known since the 1960's. However, there was no report regarding the biological and/or pharmacological activity of S1PC until 2016. Recently, we performed a series of studies to examine the chemical, biological, pharmacological and pharmacokinetic properties of S1PC, and obtained some interesting results. S1PC existed only in trace amounts in raw garlic, but its concentration increased almost up to the level similar of SAC through aging process of AGE. S1PC showed immunomodulatory effects in vitro and in vivo, and reduced blood pressure in a hypertensive animal model. A pharmacokinetic study revealed that S1PC was readily absorbed after oral administration in rats and dogs with bioavailability of 88-100%. Additionally, S1PC had little inhibitory influence on human cytochrome P450 activities, even at a concentration of 1 mM. Based on these findings, S1PC was suggested to be another important, pharmacologically active and safe component of AGE similar to SAC. In this review, we highlight some results from recent studies on S1PC and discuss the potential medicinal value of S1PC.
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Affiliation(s)
- Yukihioro Kodera
- Drug Discovery Laboratory, Wakunaga Pharmaceutical Co., Ltd., Hiroshima 739-1195, Japan.
| | - Mitsuyasu Ushijima
- Drug Discovery Laboratory, Wakunaga Pharmaceutical Co., Ltd., Hiroshima 739-1195, Japan.
| | - Hirotaka Amano
- Drug Discovery Laboratory, Wakunaga Pharmaceutical Co., Ltd., Hiroshima 739-1195, Japan.
| | - Jun-Ichiro Suzuki
- Drug Discovery Laboratory, Wakunaga Pharmaceutical Co., Ltd., Hiroshima 739-1195, Japan.
| | - Toshiaki Matsutomo
- Drug Discovery Laboratory, Wakunaga Pharmaceutical Co., Ltd., Hiroshima 739-1195, Japan.
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