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Therapeutic Mechanism and Key Active Ingredients of Shenfu Injection in Sepsis: A Network Pharmacology and Molecular Docking Approach. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2022; 2022:9686149. [PMID: 36062176 PMCID: PMC9439916 DOI: 10.1155/2022/9686149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 07/12/2022] [Accepted: 07/15/2022] [Indexed: 11/17/2022]
Abstract
At present, although the early treatment of sepsis is advocated, the treatment effect of sepsis is unsatisfactory, and the mortality rate remains high. Shenfu injection (SFI) has been used to treat sepsis with good clinical efficacy. Based on network pharmacology, this study adopted a new research strategy to identify the potential therapeutic targets and key active ingredients of SFI for sepsis from the perspective of the pathophysiology of sepsis. This analysis identified 28 active ingredients of SFI based on UHPLC-QQQ MS, including 18 ginsenosides and 10 aconite alkaloids. 59 targets were associated with the glycocalyx and sepsis pathways. Based on the number of targets related to the pathophysiological process of sepsis, we identified songorine, ginsenoside Rf, ginsenoside Re, and karacoline as the key active ingredients of SFI for the treatment of sepsis. According to the cluster analysis of MCODE and the validation on the GEO dataset, LGALS3, BCHE, AKT1, and IL2 were identified as the core targets. This study further explored the therapeutic mechanism and the key active ingredients of SFI in sepsis and provided candidate compounds for drug development.
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van Klaveren S, Dernovšek J, Jakopin Ž, Anderluh M, Leffler H, Nilsson UJ, Tomašič T. Design and synthesis of novel 3-triazolyl-1-thiogalactosides as galectin-1, -3 and -8 inhibitors. RSC Adv 2022; 12:18973-18984. [PMID: 35873334 PMCID: PMC9245910 DOI: 10.1039/d2ra03163a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 06/23/2022] [Indexed: 11/04/2022] Open
Abstract
Galectins are galactoside-binding proteins that play a role in various pathophysiological conditions, making them attractive targets in drug discovery. We have designed and synthesised a focused library of aromatic 3-triazolyl-1-thiogalactosides targeting their core site for binding of galactose and a subsite on its non-reducing side. Evaluation of their binding affinities for galectin-1, -3, and -8N identified acetamide-based compound 36 as a suitable compound for further affinity enhancement by adding groups at the reducing side of the galactose. Synthesis of its dichlorothiophenyl analogue 59 and the thiodigalactoside analogue 62 yielded promising pan-galectin inhibitors. A new series of potent galectin ligands based on the galactose and triazole moieties was designed and synthesised.![]()
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Affiliation(s)
- Sjors van Klaveren
- University of Ljubljana, Faculty of Pharmacy, Department of Pharmaceutical Chemistry Aškerčeva cesta 7 1000 Ljubljana Slovenia .,Centre for Analysis and Synthesis, Department of Chemistry, Lund University SE-221 00 Lund Sweden
| | - Jaka Dernovšek
- University of Ljubljana, Faculty of Pharmacy, Department of Pharmaceutical Chemistry Aškerčeva cesta 7 1000 Ljubljana Slovenia
| | - Žiga Jakopin
- University of Ljubljana, Faculty of Pharmacy, Department of Pharmaceutical Chemistry Aškerčeva cesta 7 1000 Ljubljana Slovenia
| | - Marko Anderluh
- University of Ljubljana, Faculty of Pharmacy, Department of Pharmaceutical Chemistry Aškerčeva cesta 7 1000 Ljubljana Slovenia
| | - Hakon Leffler
- Department of Laboratory Medicine, Section MIG, Lund University BMC-C1228b Klinikgatan 28 221 84 Lund Sweden
| | - Ulf J Nilsson
- Centre for Analysis and Synthesis, Department of Chemistry, Lund University SE-221 00 Lund Sweden
| | - Tihomir Tomašič
- University of Ljubljana, Faculty of Pharmacy, Department of Pharmaceutical Chemistry Aškerčeva cesta 7 1000 Ljubljana Slovenia
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Investigation of the Molecular Details of the Interactions of Selenoglycosides and Human Galectin-3. Int J Mol Sci 2022; 23:ijms23052494. [PMID: 35269646 PMCID: PMC8910297 DOI: 10.3390/ijms23052494] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 02/09/2022] [Accepted: 02/12/2022] [Indexed: 12/19/2022] Open
Abstract
Human galectin-3 (hGal-3) is involved in a variety of biological processes and is implicated in wide range of diseases. As a result, targeting hGal-3 for clinical applications has become an intense area of research. As a step towards the development of novel hGal-3 inhibitors, we describe a study of the binding of two Se-containing hGal-3 inhibitors, specifically that of di(β-D-galactopyranosyl)selenide (SeDG), in which two galactose rings are linked by one Se atom and a di(β-D-galactopyranosyl)diselenide (DSeDG) analogue with a diseleno bond between the two sugar units. The binding affinities of these derivatives to hGal-3 were determined by 15N-1H HSQC NMR spectroscopy and fluorescence anisotropy titrations in solution, indicating a slight decrease in the strength of interaction for SeDG compared to thiodigalactoside (TDG), a well-known inhibitor of hGal-3, while DSeDG displayed a much weaker interaction strength. NMR and FA measurements showed that both seleno derivatives bind to the canonical S face site of hGal-3 and stack against the conserved W181 residue also confirmed by X-ray crystallography, revealing canonical properties of the interaction. The interaction with DSeDG revealed two distinct binding modes in the crystal structure which are in fast exchange on the NMR time scale in solution, explaining a weaker interaction with hGal-3 than SeDG. Using molecular dynamics simulations, we have found that energetic contributions to the binding enthalpies mainly differ in the electrostatic interactions and in polar solvation terms and are responsible for weaker binding of DSeDG compared to SeDG. Selenium-containing carbohydrate inhibitors of hGal-3 showing canonical binding modes offer the potential of becoming novel hydrolytically stable scaffolds for a new class of hGal-3 inhibitors.
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Aminpour M, Cannariato M, Zucco A, Di Gregorio E, Israel S, Perioli A, Tucci D, Rossi F, Pionato S, Marino S, Deriu MA, Velpula KK, Tuszynski JA. Computational Study of Potential Galectin-3 Inhibitors in the Treatment of COVID-19. Biomedicines 2021; 9:1208. [PMID: 34572394 PMCID: PMC8466820 DOI: 10.3390/biomedicines9091208] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2021] [Revised: 09/08/2021] [Accepted: 09/08/2021] [Indexed: 12/27/2022] Open
Abstract
Galectin-3 is a carbohydrate-binding protein and the most studied member of the galectin family. It regulates several functions throughout the body, among which are inflammation and post-injury remodelling. Recent studies have highlighted the similarity between Galectin-3's carbohydrate recognition domain and the so-called "galectin fold" present on the N-terminal domain of the S1 sub-unit of the SARS-CoV-2 spike protein. Sialic acids binding to the N-terminal domain of the Spike protein are known to be crucial for viral entry into humans, and the role of Galectin-3 as a mediator of lung fibrosis has long been the object of study since its levels have been found to be abnormally high in alveolar macrophages following lung injury. In this context, the discovery of a double inhibitor may both prevent viral entry and reduce post-infection pulmonary fibrosis. In this study, we use a database of 56 compounds, among which 37 have known experimental affinity with Galectin-3. We carry out virtual screening of this database with respect to Galectin-3 and Spike protein. Several ligands are found to exhibit promising binding affinity and interaction with the Spike protein's N-terminal domain as well as with Galectin-3. This finding strongly suggests that existing Galectin-3 inhibitors possess dual-binding capabilities to disrupt Spike-ACE2 interactions. Herein we identify the most promising inhibitors of Galectin-3 and Spike proteins, of which five emerge as potential dual effective inhibitors. Our preliminary results warrant further in vitro and in vivo testing of these putative inhibitors against SARS-CoV-2 with the hope of being able to halt the spread of the virus in the future.
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Affiliation(s)
- Maral Aminpour
- Department of Biomedical Engineering, University of Alberta, Edmonton, AB T6G 1Z2, Canada;
| | - Marco Cannariato
- DIMEAS, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy; (M.C.); (A.Z.); (E.D.G.); (S.I.); (A.P.); (D.T.); (F.R.); (S.P.); (S.M.); (M.A.D.)
| | - Angelica Zucco
- DIMEAS, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy; (M.C.); (A.Z.); (E.D.G.); (S.I.); (A.P.); (D.T.); (F.R.); (S.P.); (S.M.); (M.A.D.)
| | - Elisabetta Di Gregorio
- DIMEAS, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy; (M.C.); (A.Z.); (E.D.G.); (S.I.); (A.P.); (D.T.); (F.R.); (S.P.); (S.M.); (M.A.D.)
| | - Simone Israel
- DIMEAS, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy; (M.C.); (A.Z.); (E.D.G.); (S.I.); (A.P.); (D.T.); (F.R.); (S.P.); (S.M.); (M.A.D.)
| | - Annalisa Perioli
- DIMEAS, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy; (M.C.); (A.Z.); (E.D.G.); (S.I.); (A.P.); (D.T.); (F.R.); (S.P.); (S.M.); (M.A.D.)
| | - Davide Tucci
- DIMEAS, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy; (M.C.); (A.Z.); (E.D.G.); (S.I.); (A.P.); (D.T.); (F.R.); (S.P.); (S.M.); (M.A.D.)
| | - Francesca Rossi
- DIMEAS, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy; (M.C.); (A.Z.); (E.D.G.); (S.I.); (A.P.); (D.T.); (F.R.); (S.P.); (S.M.); (M.A.D.)
| | - Sara Pionato
- DIMEAS, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy; (M.C.); (A.Z.); (E.D.G.); (S.I.); (A.P.); (D.T.); (F.R.); (S.P.); (S.M.); (M.A.D.)
| | - Silvia Marino
- DIMEAS, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy; (M.C.); (A.Z.); (E.D.G.); (S.I.); (A.P.); (D.T.); (F.R.); (S.P.); (S.M.); (M.A.D.)
| | - Marco A. Deriu
- DIMEAS, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy; (M.C.); (A.Z.); (E.D.G.); (S.I.); (A.P.); (D.T.); (F.R.); (S.P.); (S.M.); (M.A.D.)
| | - Kiran K. Velpula
- Department of Cancer Biology and Pharmacology, Pediatrics and Neurosurgery, University of Illinois College of Medicine at Peoria, Peoria, IL 61605, USA
| | - Jack A. Tuszynski
- DIMEAS, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy; (M.C.); (A.Z.); (E.D.G.); (S.I.); (A.P.); (D.T.); (F.R.); (S.P.); (S.M.); (M.A.D.)
- Department of Physics, University of Alberta, Edmonton, AB T6G 2E1, Canada
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