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Pakeeraiah K, Mal S, Mahapatra M, Mekap SK, Sahu PK, Paidesetty SK. Schematic-portfolio of potent anti-microbial scaffolds targeting DNA gyrase: Unlocking ways to overcome resistance. Int J Biol Macromol 2024; 256:128402. [PMID: 38035955 DOI: 10.1016/j.ijbiomac.2023.128402] [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: 08/04/2023] [Revised: 11/15/2023] [Accepted: 11/22/2023] [Indexed: 12/02/2023]
Abstract
Drug development process demands validation of specific drug target impeding the Multi Drug Resistance (MDR). DNA gyrase, as a bacterial target has been in trend for developing newer antibacterial candidates due to its absence in higher eukaryotes. The fluoroquinolones are the leading molecules in the drug discovery pipeline for gyrase inhibition due to its diversity. The fluoroquinolones like levofloxacin and moxifloxacin have been listed in class A drugs for treating MDR. Gatifloxacin and ciprofloxacin also proved its efficacy against MDR TB and MDR enteric fever in adults, whereas nemonoxacin can induce anti-MDR activity of other antibiotics already suggested by studies. Though fluoroquinolones already proved its effectiveness against gyrase, other molecules viz., benzothiazinone, phenyl pyrrolamide, substituted oxadiazoles, triazolopyrimidine, arylbenzothiazole, coumarinyl amino alcohols and ciprofloxacin uracil, can inhibit the target more precisely. The structure-activity-relationships of the different scaffolds along with their synthetic strategies have been deciphered in the current review. Also, the naturally occurring compounds along with their extraction procedure have also been highlighted as potent DNA gyrase inhibitors. In addition to fluoroquinolone, the natural compounds novobiocin and simocyclinone could also inhibit the gyrase, impressively which has been designed with the gyrase structure for better understanding. Herein, ongoing clinical development of some novel drugs possessing triazaacenaphthylenes, spiropyrimidinetriones, and oxazolidinone-quinolone hybrids have been highlighted which could further assist the future generation antibiotic development corroborating gyrase as a potential target against MDR pathogens.
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Affiliation(s)
- Kakarla Pakeeraiah
- Medicinal Chemistry Research Laboratory, School of Pharmaceutical Sciences, Siksha 'O' Anusandhan Deemed to be University, Bhubaneswar 751003, Odisha, India
| | - Suvadeep Mal
- Medicinal Chemistry Research Laboratory, School of Pharmaceutical Sciences, Siksha 'O' Anusandhan Deemed to be University, Bhubaneswar 751003, Odisha, India
| | - Monalisa Mahapatra
- Medicinal Chemistry Research Laboratory, School of Pharmaceutical Sciences, Siksha 'O' Anusandhan Deemed to be University, Bhubaneswar 751003, Odisha, India
| | - Suman Kumar Mekap
- School of Pharmacy and Life Sciences, Centurion University of technology and management, Bhubaneswar 752050, Odisha, India
| | - Pratap Kumar Sahu
- Department of Pharmacology, School of Pharmaceutical Sciences, Siksha 'O' Anusandhan Deemed to be University, Bhubaneswar 751003, Odisha, India
| | - Sudhir Kumar Paidesetty
- Medicinal Chemistry Research Laboratory, School of Pharmaceutical Sciences, Siksha 'O' Anusandhan Deemed to be University, Bhubaneswar 751003, Odisha, India.
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Taniguchi M, LaRocca CA, Bernat JD, Lindsey JS. Digital Database of Absorption Spectra of Diverse Flavonoids Enables Structural Comparisons and Quantitative Evaluations. JOURNAL OF NATURAL PRODUCTS 2023; 86:1087-1119. [PMID: 36848595 DOI: 10.1021/acs.jnatprod.2c00720] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Flavonoids play diverse roles in plants, comprise a non-negligible fraction of net primary photosynthetic production, and impart beneficial effects in human health from a plant-based diet. Absorption spectroscopy is an essential tool for quantitation of flavonoids isolated from complex plant extracts. The absorption spectra of flavonoids typically consist of two major bands, band I (300-380 nm) and band II (240-295 nm), where the former engenders a yellow color; in some flavonoids the absorption tails to 400-450 nm. The absorption spectra of 177 flavonoids and analogues of natural or synthetic origin have been assembled, including molar absorption coefficients (109 from the literature, 68 measured here). The spectral data are in digital form and can be viewed and accessed at http://www.photochemcad.com. The database enables comparison of the absorption spectral features of 12 distinct types of flavonoids including flavan-3-ols (e.g., catechin, epigallocatechin), flavanones (e.g., hesperidin, naringin), 3-hydroxyflavanones (e.g., taxifolin, silybin), isoflavones (e.g., daidzein, genistein), flavones (e.g., diosmin, luteolin), and flavonols (e.g., fisetin, myricetin). The structural features that give rise to shifts in wavelength and intensity are delineated. The availability of digital absorption spectra for diverse flavonoids facilitates analysis and quantitation of these valuable plant secondary metabolites. Four examples are provided of calculations─multicomponent analysis, solar ultraviolet photoprotection, sun protection factor (SPF), and Förster resonance energy transfer (FRET)─for which the spectra and accompanying molar absorption coefficients are sine qua non.
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Affiliation(s)
- Masahiko Taniguchi
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina 27695-8204, United States
| | - Connor A LaRocca
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina 27695-8204, United States
| | - Jake D Bernat
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina 27695-8204, United States
| | - Jonathan S Lindsey
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina 27695-8204, United States
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Bhaskar BV, Rammohan A, Babu TM, Zheng GY, Chen W, Rajendra W, Zyryanov GV, Gu W. Molecular insight into isoform specific inhibition of PI3K-α and PKC-η with dietary agents through an ensemble pharmacophore and docking studies. Sci Rep 2021; 11:12150. [PMID: 34108504 PMCID: PMC8190100 DOI: 10.1038/s41598-021-90287-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2020] [Accepted: 04/29/2021] [Indexed: 02/05/2023] Open
Abstract
Dietary compounds play an important role in the prevention and treatment of many cancers, although their specific molecular mechanism is not yet known. In the present study, thirty dietary agents were analyzed on nine drug targets through in silico studies. However, nine dietary scaffolds, such as silibinin, flavopiridol, oleandrin, ursolic acid, α-boswellic acid, β-boswellic acid, triterpenoid, guggulsterone, and oleanolic acid potentially bound to the cavity of PI3K-α, PKC-η, H-Ras, and Ras with the highest binding energy. Particularly, the compounds silibinin and flavopiridol have been shown to have broad spectrum anticancer activity. Interestingly, flavopiridol was embedded in the pockets of PI3K-α and PKC-η as bound crystal inhibitors in two different conformations and showed significant interactions with ATP binding pocket residues. However, complex-based pharmacophore modeling achieved two vital pharmacophoric features namely, two H-bond acceptors for PI3K-α, while three are hydrophobic, one cat-donor and one H-bond donor and acceptor for PKC-η, respectively. The database screening with the ChemBridge core library explored potential hits on a valid pharmacophore query. Therefore, to optimize perspective lead compounds from the hits, which were subjected to various constraints such as docking, MM/GBVI, Lipinski rule of five, ADMET and toxicity properties. Henceforth, the top ligands were sorted out and examined for vital interactions with key residues, arguably the top three promising lead compounds for PI3K-α, while seven for PKC-η, exhibiting binding energy from - 11.5 to - 8.5 kcal mol-1. Therefore, these scaffolds could be helpful in the development of novel class of effective anticancer agents.
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Affiliation(s)
- Baki Vijaya Bhaskar
- Department of Pathophysiology, The Key Immunopathology Laboratory of Guangdong Province, Shantou University Medical College, Xinling Road, Shantou, 515041, Guangdong, China.
| | - Aluru Rammohan
- Department of Organic and Biomolecular Chemistry, Ural Federal University, Ekaterinburg, 620002, Russia
| | | | - Gui Yu Zheng
- Department of Pathophysiology, The Key Immunopathology Laboratory of Guangdong Province, Shantou University Medical College, Xinling Road, Shantou, 515041, Guangdong, China
| | - Weibin Chen
- Department of Pathophysiology, The Key Immunopathology Laboratory of Guangdong Province, Shantou University Medical College, Xinling Road, Shantou, 515041, Guangdong, China
| | - Wudayagiri Rajendra
- Department of Zoology, Sri Venkateswara University, Tirupati, Andhra Pradesh, 517502, India
| | - Grigory V Zyryanov
- Department of Organic and Biomolecular Chemistry, Ural Federal University, Ekaterinburg, 620002, Russia
| | - Wei Gu
- Department of Pathophysiology, The Key Immunopathology Laboratory of Guangdong Province, Shantou University Medical College, Xinling Road, Shantou, 515041, Guangdong, China.
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Gerometta E, Grondin I, Smadja J, Frederich M, Gauvin-Bialecki A. A review of traditional uses, phytochemistry and pharmacology of the genus Indigofera. JOURNAL OF ETHNOPHARMACOLOGY 2020; 253:112608. [PMID: 32004627 DOI: 10.1016/j.jep.2020.112608] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Revised: 01/20/2020] [Accepted: 01/20/2020] [Indexed: 06/10/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Indigofera is the third-largest genus in the family of Fabaceae, with approximately 750 species. It is distributed across all tropical regions. Indigofera species are widely employed in traditional medicine all around the world, against many ailments. Thus, based on these medicinal properties, various investigations have been undertaken in order to appraise the pharmacological activities and the chemical composition of these species. A recent paper provides a summary of the phytochemistry and pharmacology of the genus Indigofera. Consequently, this review is a continuation of this previous study by updating some data and adding information about the phylogeny and traditional uses of the genus. AIM OF THE STUDY To provide an overview of the phylogeny, traditional uses, phytochemistry, pharmacology and toxicity of the genus Indigofera, and to identify the remaining gaps and thus supply a basis for further investigations. MATERIALS AND METHODS A review of the literature was performed by consulting scientific databases such as 'ScienceDirect', 'PubMed', 'Google Scholar' and 'SpringerLink' and using the keyword Indigofera. RESULTS Over 60 Indigofera species are reported in traditional medicine. The uses depend on the country and the species, but similarities have been noticed. Indeed, treatments of gastrointestinal disorders, inflammatory conditions and pain, skin ailments, and respiratory and infectious diseases are recurring. Phytochemical studies have led to the identification of more than 200 compounds, notably flavonoids and terpenoids. Many pharmacological activities have been demonstrated, particularly antimicrobial, cytotoxic and anti-inflammatory activities, and thus allowed to assert most of the traditional uses of the genus. Some active compounds have been isolated and have shown remarkable therapeutic potential, like the alkaloid indirubin, which is currently being clinically trialed. CONCLUSIONS The data on the genus Indigofera are extensive, but gaps still remain. Indeed, some promising species have not been assessed for their phytochemistry and/or pharmacology and thus remain unexplored. Moreover, relatively few active compounds have been isolated and tested for their biological activity, and studies to explain their mechanism of action are nearly inexistent. Furthermore, some pharmacological studies have inappropriate methodologies that make the results difficult to interpret. Consequently, further in-depth and relevant research is required to supplement the knowledge on this wide-ranging genus and to confirm its reported therapeutic potential.
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Affiliation(s)
- Elise Gerometta
- Laboratoire de Chimie des Substances Naturelles et des Sciences des Aliments, Faculté des Sciences et Technologies, Université de la Réunion, 15 Avenue René Cassin, BP 7151, St Denis Messag Cedex 9, La Réunion, 97 715, France.
| | - Isabelle Grondin
- Laboratoire de Chimie des Substances Naturelles et des Sciences des Aliments, Faculté des Sciences et Technologies, Université de la Réunion, 15 Avenue René Cassin, BP 7151, St Denis Messag Cedex 9, La Réunion, 97 715, France.
| | - Jacqueline Smadja
- Laboratoire de Chimie des Substances Naturelles et des Sciences des Aliments, Faculté des Sciences et Technologies, Université de la Réunion, 15 Avenue René Cassin, BP 7151, St Denis Messag Cedex 9, La Réunion, 97 715, France.
| | - Michel Frederich
- Université de Liège, Département de Pharmacie, Centre Interfacultaire de Recherche sur le Médicament (CIRM), Laboratoire de Pharmacognosie, Campus du Sart-Tilman, Quartier Hôpital, Avenue Hippocrate, 15 B36, 4000, Liège, Belgium.
| | - Anne Gauvin-Bialecki
- Laboratoire de Chimie des Substances Naturelles et des Sciences des Aliments, Faculté des Sciences et Technologies, Université de la Réunion, 15 Avenue René Cassin, BP 7151, St Denis Messag Cedex 9, La Réunion, 97 715, France.
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Chambers CS, Viktorová J, Řehořová K, Biedermann D, Turková L, Macek T, Křen V, Valentová K. Defying Multidrug Resistance! Modulation of Related Transporters by Flavonoids and Flavonolignans. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2020; 68:1763-1779. [PMID: 30907588 DOI: 10.1021/acs.jafc.9b00694] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Multidrug resistance (MDR) is a major challenge for the 21th century in both cancer chemotherapy and antibiotic treatment of bacterial infections. Efflux pumps and transport proteins play an important role in MDR. Compounds displaying inhibitory activity toward these proteins are prospective for adjuvant treatment of such conditions. Natural low-cost and nontoxic flavonoids, thanks to their vast structural diversity, offer a great pool of lead structures with broad possibility of chemical derivatizations. Various flavonoids were found to reverse both antineoplastic and bacterial multidrug resistance by inhibiting Adenosine triphosphate Binding Cassette (ABC)-transporters (human P-glycoprotein, multidrug resistance-associated protein MRP-1, breast cancer resistance protein, and bacterial ABC transporters), as well as other bacterial drug efflux pumps: major facilitator superfamily (MFS), multidrug and toxic compound extrusion (MATE), small multidrug resistance (SMR) and resistance-nodulation-cell-division (RND) transporters, and glucose transporters. Flavonoids and particularly flavonolignans are therefore highly prospective compounds for defying multidrug resistance.
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Affiliation(s)
- Christopher S Chambers
- Laboratory of Biotransformation , Institute of Microbiology, Czech Academy of Sciences , Vídeňská 1083 , CZ 142 20 Prague , Czech Republic
| | - Jitka Viktorová
- Department of Biochemistry and Microbiology , University of Chemistry and Technology, Prague , Technická 5 , CZ 166 28 , Prague , Czech Republic
| | - Kateřina Řehořová
- Department of Biochemistry and Microbiology , University of Chemistry and Technology, Prague , Technická 5 , CZ 166 28 , Prague , Czech Republic
| | - David Biedermann
- Laboratory of Biotransformation , Institute of Microbiology, Czech Academy of Sciences , Vídeňská 1083 , CZ 142 20 Prague , Czech Republic
| | - Lucie Turková
- Laboratory of Biotransformation , Institute of Microbiology, Czech Academy of Sciences , Vídeňská 1083 , CZ 142 20 Prague , Czech Republic
| | - Tomáš Macek
- Department of Biochemistry and Microbiology , University of Chemistry and Technology, Prague , Technická 5 , CZ 166 28 , Prague , Czech Republic
| | - Vladimír Křen
- Laboratory of Biotransformation , Institute of Microbiology, Czech Academy of Sciences , Vídeňská 1083 , CZ 142 20 Prague , Czech Republic
| | - Kateřina Valentová
- Laboratory of Biotransformation , Institute of Microbiology, Czech Academy of Sciences , Vídeňská 1083 , CZ 142 20 Prague , Czech Republic
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Bhaskar BV, Babu TMC, Rammohan A, Zheng GY, Zyryanov GV, Gu W. Structure-Based Virtual Screening of Pseudomonas aeruginosa LpxA Inhibitors Using Pharmacophore-Based Approach. Biomolecules 2020; 10:biom10020266. [PMID: 32050706 PMCID: PMC7072397 DOI: 10.3390/biom10020266] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Revised: 02/05/2020] [Accepted: 02/06/2020] [Indexed: 02/05/2023] Open
Abstract
Multidrug resistance in Pseudomonas aeruginosa is a noticeable and ongoing major obstacle for inhibitor design. In P. aeruginosa, uridine diphosphate N-acetylglucosamine (UDP-GlcNAc) acetyltransferase (PaLpxA) is an essential enzyme of lipid A biosynthesis and an attractive drug target. PaLpxA is a homotrimer, and the binding pocket for its substrate, UDP-GlcNAc, is positioned between the monomer A-monomer B interface. The uracil moiety binds at one monomer A, the GlcNAc moiety binds at another monomer B, and a diphosphate form bonds with both monomers. The catalytic residues are conserved and display a similar catalytic mechanism across orthologs, but some distinctions exist between pocket sizes, residue differences, substrate positioning and specificity. The analysis of diversified pockets, volumes, and ligand positions was determined between orthologues that could aid in selective inhibitor development. Thenceforth, a complex-based pharmacophore model was generated and subjected to virtual screening to identify compounds with similar pharmacophoric properties. Docking and general Born-volume integral (GBVI) studies demonstrated 10 best lead compounds with selective inhibition properties with essential residues in the pocket. For biological access, these scaffolds complied with the Lipinski rule, no toxicity and drug likeness properties, and were considered as lead compounds. Hence, these scaffolds could be helpful for the development of potential selective PaLpxA inhibitors.
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Affiliation(s)
- Baki Vijaya Bhaskar
- Department of Pathophysiology, The Key Immunopathology Laboratory of Guangdong Province, Shantou University Medical College, Guangdong 515031, China;
- Correspondence: or (B.V.B.); (W.G.)
| | | | - Aluru Rammohan
- Department of organic and biomolecular chemistry, Ural Federal University, Yekaterinburg 620002, Russia; (A.R.); (G.V.Z.)
| | - Gui Yu Zheng
- Department of Pathophysiology, The Key Immunopathology Laboratory of Guangdong Province, Shantou University Medical College, Guangdong 515031, China;
| | - Grigory V. Zyryanov
- Department of organic and biomolecular chemistry, Ural Federal University, Yekaterinburg 620002, Russia; (A.R.); (G.V.Z.)
| | - Wei Gu
- Department of Pathophysiology, The Key Immunopathology Laboratory of Guangdong Province, Shantou University Medical College, Guangdong 515031, China;
- Correspondence: or (B.V.B.); (W.G.)
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In silico, in vitro antioxidant and density functional theory based structure activity relationship studies of plant polyphenolics as prominent natural antioxidants. ARAB J CHEM 2020. [DOI: 10.1016/j.arabjc.2019.12.017] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Rammohan A, Bhaskar BV, Venkateswarlu N, Rao VL, Gunasekar D, Zyryanov GV. Isolation of flavonoids from the flowers of Rhynchosia beddomei Baker as prominent antimicrobial agents and molecular docking. Microb Pathog 2019; 136:103667. [PMID: 31419459 DOI: 10.1016/j.micpath.2019.103667] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Accepted: 08/12/2019] [Indexed: 02/05/2023]
Abstract
Rhynchosia beddomei Baker (R. beddomei) is a viscous hairy under shrub, belongs to the family of Fabaceae and widely distributed in Deccan and Carnatic regions of South India. In the present investigation, four flavonoids such as an isoflavone, 5,7-dihydroxy-4'-methoxyisoflavone (RB-1), a flavonol, quercetin-7-O-methylether (RB-2), two flavone C-glycosides, isovitexin (RB-3) and 5,7,3',4'-tetrahydroxy-6-C-β-d-glucopyranosyl flavone (RB-4) were isolated from the flowers of R. beddomei Baker through bioassay guided fractionation. Subsequently, antimicrobial activity of compounds against drug resistant gram positive and negative bacteria and fungi revealed RB-2 and RB-4 have shown highest minimal inhibition concentrations against Pseudomonas aeruginosa and Candida albicans. RB-2 and RB-4 enclosed OH groups at 5th position on the ring A, 3' and 4' ortho dihydroxyl groups positioned on the ring B and accomplished efficacious antibacterial activity. In addition, Docking studies perceptible that RB-4 conferred highest binding energy of -10.5 kcal/mol and exhibited eloquent polar and non-polar interactions with active site residues of N-Myristoyltransferase (Nmt) of Candida albicans while binding energy of -7.5 kcal/mol was recorded for peptidyldeformylase (PaPDF) of Pseudomonas aeruginosa. Moreover, these compounds obey Lipinski's rule of five and exerts good drug likeness properties and might be ratified as lead molecules for further investigations to prevent panicking microbial infections.
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Affiliation(s)
- Aluru Rammohan
- Center for Chemical and Pharmaceutical Institute, Ural Federal University, Yekaterinburg, 620002, Russia; Natural Products Division, Department of Chemistry, Sri Venkateswara University, Tirupati, India.
| | - Baki Vijaya Bhaskar
- Department of Biochemistry, Virginia Tech, Blacksburg, VA, 24060, USA; Department of Pathophysiology, The Key Immunopathology Laboratory of Guangdong Province, Shantou University Medical College, Shantou, 515031, Guangdong Province, China
| | - Nagam Venkateswarlu
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao, 266200, China
| | - Veeramallu Lakshmana Rao
- Natural Products Division, Department of Chemistry, Sri Venkateswara University, Tirupati, India
| | - Duvvuru Gunasekar
- Natural Products Division, Department of Chemistry, Sri Venkateswara University, Tirupati, India
| | - Grigory V Zyryanov
- Center for Chemical and Pharmaceutical Institute, Ural Federal University, Yekaterinburg, 620002, Russia; Ural Division of the Russian Academy of Sciences, I. Ya. Postovskiy Institute of Organic Synthesis, 22 S. Kovalevskoy Street, Yekaterinburg, Russian Federation
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Chandra Babu TM, Rajesh SS, Bhaskar BV, Devi S, Rammohan A, Sivaraman T, Rajendra W. Molecular docking, molecular dynamics simulation, biological evaluation and 2D QSAR analysis of flavonoids from Syzygium alternifolium as potent anti-Helicobacter pylori agents. RSC Adv 2017. [DOI: 10.1039/c6ra27872h] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
The present study was carried out with the specific aim to evaluate anti-Helicobacter pylori(Hp) and urease inhibitory activities of three flavonoids from Syzygium alternifolium through thein vitroand bio-computational approaches.
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Affiliation(s)
| | - Sivarathri Siva Rajesh
- Structural Biology Laboratory
- Department of Bioinformatics
- School of Chemical and Biotechnology
- SASTRA University
- Thanjavur
| | - Baki Vijaya Bhaskar
- Bioinformatics Center
- Division of Molecular Biology
- Department of Zoology
- Sri Venkateswara University
- Tirupati – 517 502
| | - Savita Devi
- Pathogen Biology Laboratory
- Department of Biotechnology and Bioinformatics
- School of Life Sciences
- University of Hyderabad
- Hyderabad
| | - Aluru Rammohan
- Natural Products Division
- Department of Chemistry
- Sri Venkateswara University
- Tirupati – 517 502
- India
| | - Thirunavakkarasu Sivaraman
- Structural Biology Laboratory
- Department of Bioinformatics
- School of Chemical and Biotechnology
- SASTRA University
- Thanjavur
| | - Wudayagiri Rajendra
- Bioinformatics Center
- Division of Molecular Biology
- Department of Zoology
- Sri Venkateswara University
- Tirupati – 517 502
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