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Cheng X, Qu J, Song S, Bian Z. Neighborhood-based inference and restricted Boltzmann machine for microbe and drug associations prediction. PeerJ 2022; 10:e13848. [PMID: 35990901 PMCID: PMC9387521 DOI: 10.7717/peerj.13848] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 07/14/2022] [Indexed: 01/18/2023] Open
Abstract
Background Efficient identification of microbe-drug associations is critical for drug development and solving problem of antimicrobial resistance. Traditional wet-lab method requires a lot of money and labor in identifying potential microbe-drug associations. With development of machine learning and publication of large amounts of biological data, computational methods become feasible. Methods In this article, we proposed a computational model of neighborhood-based inference (NI) and restricted Boltzmann machine (RBM) to predict potential microbe-drug association (NIRBMMDA) by using integrated microbe similarity, integrated drug similarity and known microbe-drug associations. First, NI was used to obtain a score matrix of potential microbe-drug associations by using different thresholds to find similar neighbors for drug or microbe. Second, RBM was employed to obtain another score matrix of potential microbe-drug associations based on contrastive divergence algorithm and sigmoid function. Because generalization ability of individual method is poor, we used an ensemble learning to integrate two score matrices for predicting potential microbe-drug associations more accurately. In particular, NI can fully utilize similar (neighbor) information of drug or microbe and RBM can learn potential probability distribution hid in known microbe-drug associations. Moreover, ensemble learning was used to integrate individual predictor for obtaining a stronger predictor. Results In global leave-one-out cross validation (LOOCV), NIRBMMDA gained the area under the receiver operating characteristics curve (AUC) of 0.8666, 0.9413 and 0.9557 for datasets of DrugVirus, MDAD and aBiofilm, respectively. In local LOOCV, AUCs of 0.8512, 0.9204 and 0.9414 were obtained for NIRBMMDA based on datasets of DrugVirus, MDAD and aBiofilm, respectively. For five-fold cross validation, NIRBMMDA acquired AUC and standard deviation of 0.8569 ± -0.0027, 0.9248 ± -0.0014 and 0.9369 ± -0.0020 on the basis of datasets of DrugVirus, MDAD and aBiofilm, respectively. Moreover, case study for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) showed that 13 out of the top 20 predicted drugs were verified by searching literature. The other two case studies indicated that 17 and 17 out of the top 20 predicted microbes for the drug of ciprofloxacin and minocycline were confirmed by identifying published literature, respectively.
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Affiliation(s)
- Xiaolong Cheng
- School of Computer Science and Artificial Intelligence, Changzhou University, Changzhou, Jiangsu, China
| | - Jia Qu
- School of Computer Science and Artificial Intelligence, Changzhou University, Changzhou, Jiangsu, China
| | - Shuangbao Song
- School of Computer Science and Artificial Intelligence, Changzhou University, Changzhou, Jiangsu, China
| | - Zekang Bian
- School of AI & Computer Science, Jiangnan University, Wuxi, Jiangsu, China
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Nonkuntod P, Meenongwa A, Senawong T, Soikum C, Chaveerach P, Watwiangkham A, Suthirakun S, Chaveerach U. Mixed-ligand copper( ii) complexes of guanidine derivatives containing ciprofloxacin: synthesis, characterization, DFT calculations, DNA interactions and biological activities. NEW J CHEM 2022. [DOI: 10.1039/d2nj01377k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Two copper(ii) complexes of guanidine derivatives and ciprofloxacin are good candidates for the next generation of anticancer and/or antibacterial agents.
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Affiliation(s)
- Prangtip Nonkuntod
- Materials Chemistry Research Centre, Department of Chemistry and Centre of Excellence for Innovation in Chemistry, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Atittaya Meenongwa
- Health Science and Aesthetic Program, Department of Science, Faculty of Science and Technology, Rajamangala University of Technology Krungthep, Bangkok 10120, Thailand
| | - Thanaset Senawong
- Department of Biochemistry, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Chaiyaporn Soikum
- Department of Veterinary Public Health, Faculty of Veterinary Medicine, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Prapansak Chaveerach
- Department of Veterinary Public Health, Faculty of Veterinary Medicine, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Athis Watwiangkham
- School of Chemistry, Institute of Science, Suranaree University of Technology, Nakhon Ratchasima 30000, Thailand
| | - Suwit Suthirakun
- School of Chemistry, Institute of Science, Suranaree University of Technology, Nakhon Ratchasima 30000, Thailand
| | - Unchulee Chaveerach
- Materials Chemistry Research Centre, Department of Chemistry and Centre of Excellence for Innovation in Chemistry, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand
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3
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Potapov VA, Ishigeev RS, Amosova SV. Efficient Regioselective Synthesis of Novel Condensed Sulfur-Nitrogen Heterocyclic Compounds Based on Annulation Reactions of 2-Quinolinesulfenyl Halides with Alkenes and Cycloalkenes. Molecules 2021; 26:4844. [PMID: 34443431 PMCID: PMC8399591 DOI: 10.3390/molecules26164844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 08/05/2021] [Accepted: 08/06/2021] [Indexed: 11/16/2022] Open
Abstract
The preparation of novel reagents 2-quinolinesulfenyl chloride and bromide based on available 2-mercaptoquinoline has been described. This approach opens up opportunities for the introduction of 2-quinolinesulfenyl chloride and bromide into organic synthesis. Regioselective synthesis of novel 1,2-dihydro[1,3]thiazolo[3,2-a]quinolin-10-ium derivatives in high yields has been developed by annulation reactions of 2-quinolinesulfenyl chloride and bromide with alkenes. Condensed tetracyclic products have been obtained by the reactions of 2-quinolinesulfenyl chloride and bromide with cycloalkenes. The opposite regiochemistry in the reactions with styrene, isoeugenol and 1-alkenes was discussed.
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Affiliation(s)
- Vladimir A. Potapov
- A. E. Favorsky Irkutsk Institute of Chemistry, Siberian Division of The Russian Academy of Sciences, 1 Favorsky Str., 664033 Irkutsk, Russia; (R.S.I.); (S.V.A.)
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4
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Abstract
While the description of resistance to quinolones is almost as old as these antimicrobial agents themselves, transferable mechanisms of quinolone resistance (TMQR) remained absent from the scenario for more than 36 years, appearing first as sporadic events and afterward as epidemics. In 1998, the first TMQR was soundly described, that is, QnrA. The presence of QnrA was almost anecdotal for years, but in the middle of the first decade of the 21st century, there was an explosion of TMQR descriptions, which definitively changed the epidemiology of quinolone resistance. Currently, 3 different clinically relevant mechanisms of quinolone resistance are encoded within mobile elements: (i) target protection, which is mediated by 7 different families of Qnr (QnrA, QnrB, QnrC, QnrD, QnrE, QnrS, and QnrVC), which overall account for more than 100 recognized alleles; (ii) antibiotic efflux, which is mediated by 2 main transferable efflux pumps (QepA and OqxAB), which together account for more than 30 alleles, and a series of other efflux pumps (e.g., QacBIII), which at present have been sporadically described; and (iii) antibiotic modification, which is mediated by the enzymes AAC(6')Ib-cr, from which different alleles have been claimed, as well as CrpP, a newly described phosphorylase.
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5
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Chen T, Liu Y, Lu J, Xing J, Li J, Liu T, Xue Q. Highly efficient detection of ciprofloxacin in water using a nitrogen-doped carbon electrode fabricated through plasma modification. NEW J CHEM 2019. [DOI: 10.1039/c9nj03511g] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We developed a novel electrochemical sensor based on nitrogen plasma modification to effectively detect ciprofloxacin in water.
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Affiliation(s)
- Tao Chen
- Beijing Key Laboratory of Water Resources and Environmental Engineering, School of Water Resources and Environment
- China University of Geosciences (Beijing)
- Beijing 100083
- P. R. China
| | - Yiran Liu
- Beijing Key Laboratory of Water Resources and Environmental Engineering, School of Water Resources and Environment
- China University of Geosciences (Beijing)
- Beijing 100083
- P. R. China
| | - Jinghao Lu
- Beijing Key Laboratory of Water Resources and Environmental Engineering
- School of Science
- China University of Geosciences (Beijing)
- Beijing 100083
- P. R. China
| | - Jie Xing
- Beijing Key Laboratory of Water Resources and Environmental Engineering
- School of Science
- China University of Geosciences (Beijing)
- Beijing 100083
- P. R. China
| | - Jiawei Li
- Beijing Key Laboratory of Water Resources and Environmental Engineering, School of Water Resources and Environment
- China University of Geosciences (Beijing)
- Beijing 100083
- P. R. China
| | - Ting Liu
- Beijing Key Laboratory of Water Resources and Environmental Engineering, School of Water Resources and Environment
- China University of Geosciences (Beijing)
- Beijing 100083
- P. R. China
| | - Qiang Xue
- Beijing Key Laboratory of Water Resources and Environmental Engineering, School of Water Resources and Environment
- China University of Geosciences (Beijing)
- Beijing 100083
- P. R. China
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6
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Indirect electrochemical determination of ciprofloxacin by anodic stripping voltammetry of Cd(II) on graphene-modified electrode. J Electroanal Chem (Lausanne) 2015. [DOI: 10.1016/j.jelechem.2014.11.031] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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7
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Preparation and Thermal Decomposition of the Polyoxometalate Complexes of Ciprofloxacin with H nXW 12O 40 (X=B, Si, P). ACTA ACUST UNITED AC 2011. [DOI: 10.4028/www.scientific.net/amr.335-336.1075] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The polyoxometalate complexes of ciprofloxacin with HnXW12O40(X=B, Si, P) were prepared from ciprofloxacin hydrochloride and HnXW12O40·nH2O (X=B, Si, P) in aqueous solution, and characterized by elemental analysis, IR spectra and TG-DTA. The IR spectrum confirmed the presence of Keggin-type anion of heteropoly acids and the characteristic functional group of ciprofloxacin after the polyoxometalate complexes are formed. The TG/DTA curves showed that their thermal decomposition was a more-steps process consisting of simultaneous processes involving also Keggin anion. The residue of decomposition is a mixture of WO3and B2O3, SiO2or P2O5, confirmed by X-ray diffraction and IR spectroscopy. And the possible thermal decomposition mechanisms of the complexes are proposed.
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8
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Patel MN, Dosi PA, Bhatt BS. Antibacterial and Superoxide Dismutase Activity as Well as DNA Interactions of Ciprofloxacin-Based Ternary Copper(II) Phenanthroline Complexes. Z Anorg Allg Chem 2011. [DOI: 10.1002/zaac.201100007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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9
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Ogwang S, Nguyen HT, Sherman M, Bajaksouzian S, Jacobs MR, Boom WH, Zhang GF, Nguyen L. Bacterial conversion of folinic acid is required for antifolate resistance. J Biol Chem 2011; 286:15377-90. [PMID: 21372133 DOI: 10.1074/jbc.m111.231076] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Antifolates, which are among the first antimicrobial agents invented, inhibit cell growth by creating an intracellular state of folate deficiency. Clinical resistance to antifolates has been mainly attributed to mutations that alter structure or expression of enzymes involved in de novo folate synthesis. We identified a Mycobacterium smegmatis mutant, named FUEL (which stands for folate utilization enzyme for leucovorin), that is hypersusceptible to antifolates. Chemical complementation indicated that FUEL is unable to metabolize folinic acid (also known as leucovorin or 5-formyltetrahydrofolate), whose metabolic function remains unknown. Targeted mutagenesis, genetic complementation, and biochemical studies showed that FUEL lacks 5,10-methenyltetrahydrofolate synthase (MTHFS; also called 5-formyltetrahydrofolate cyclo-ligase; EC 6.3.3.2) activity responsible for the only ATP-dependent, irreversible conversion of folinic acid to 5,10-methenyltetrahydrofolate. In trans expression of active MTHFS proteins from bacteria or human restored both antifolate resistance and folinic acid utilization to FUEL. Absence of MTHFS resulted in marked cellular accumulation of polyglutamylated species of folinic acid. Importantly, MTHFS also affected M. smegmatis utilization of monoglutamylated 5-methyltetrahydrofolate exogenously added to the medium. Likewise, Escherichia coli mutants lacking MTHFS became susceptible to antifolates. These results indicate that folinic acid conversion by MTHFS is required for bacterial intrinsic antifolate resistance and folate homeostatic control. This novel mechanism of antimicrobial antifolate resistance might be targeted to sensitize bacterial pathogens to classical antifolates.
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Affiliation(s)
- Sam Ogwang
- Department of Molecular Biology and Microbiology, Case Western Reserve University School of Medicine, Cleveland, Ohio 44106-4960, USA
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Patel MN, Dosi PA, Bhatt BS, Thakkar VR. Synthesis, characterization, antibacterial activity, SOD mimic and interaction with DNA of drug based copper(II) complexes. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2011; 78:763-770. [PMID: 21212015 DOI: 10.1016/j.saa.2010.11.056] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2010] [Revised: 10/23/2010] [Accepted: 11/15/2010] [Indexed: 05/30/2023]
Abstract
Novel metal complexes of the second-generation quinolone antibacterial agent enrofloxacin with copper(II) and neutral bidentate ligands have been prepared and characterized with elemental analysis reflectance, IR and mass spectroscopy. Complexes have been screened for their in-vitro antibacterial activity against two Gram(+ve) Staphylococcus aureus, Bacillus subtilis, and three Gram((-ve)) Serratia marcescens, Escherichia coli and Pseudomonas aeruginosa organisms using the double dilution technique. The binding of this complex with CT-DNA has been investigated by absorption titration, salt effect and viscosity measurements. Binding constant is ranging from 1.3×10(4)-3.7×10(4). The cleavage ability of complexes has been assessed by gel electrophoresis using pUC19 DNA. The catalytic activity of the copper(II) complexes towards the superoxide anion (O2.-) dismutation was assayed by their ability to inhibit the reduction of nitroblue tetrazolium (NBT).
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Affiliation(s)
- Mohan N Patel
- Department of Chemistry, Sardar Patel University, Vallabh Vidyanagar 388 120, Gujarat, India.
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11
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Synthesis, biological aspects and SOD mimic activity of square pyramidal copper(II) complexes with the 3rd generation quinolone drug sparfloxacin and phenanthroline derivatives. INORG CHEM COMMUN 2011. [DOI: 10.1016/j.inoche.2010.10.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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13
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Du QS, Huang RB, Wei YT, Du LQ, Chou KC. Multiple field three dimensional quantitative structure–activity relationship (MF-3D-QSAR). J Comput Chem 2007; 29:211-9. [PMID: 17559075 DOI: 10.1002/jcc.20776] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
A new drug design method, the multiple field three-dimensional quantitative structure-activity relationship (MF-3D-QSAR), is proposed. It is a combination and development of classical 2D-QSAR and traditional 3D-QSAR. In addition to the electrostatic and van der Waals potentials, more potential fields (such as lipophilic potential, hydrogen bonding potential, and nonthermodynamic factors) are integrated in the MF-3D-QSAR. Meanwhile, a principal component analysis (PCA) and iterative double least square (IDLS) technique is developed for predicting the bioactivity of query drug candidates. As an example, the MF-3D-QSAR is applied to the design of neuraminidase inhibitor and to prove its predictive power, and some useful findings are obtained for developing drugs against influenza virus.
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Affiliation(s)
- Qi-Shi Du
- Guangxi University, Guangxi Key Laboratory of Subtropical Bioresource Conservation and Utilization, Nanning, Guangxi, 530004, China.
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14
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Jiménez-Garrido N, Perelló L, Ortiz R, Alzuet G, González-Alvarez M, Cantón E, Liu-González M, García-Granda S, Pérez-Priede M. Antibacterial studies, DNA oxidative cleavage, and crystal structures of Cu(II) and Co(II) complexes with two quinolone family members, ciprofloxacin and enoxacin. J Inorg Biochem 2005; 99:677-89. [PMID: 15708788 DOI: 10.1016/j.jinorgbio.2004.11.016] [Citation(s) in RCA: 121] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2004] [Revised: 11/09/2004] [Accepted: 11/12/2004] [Indexed: 11/24/2022]
Abstract
Nine coordination compounds of Cu(II) and Co(II) with Ciprofloxacin (HCp) and Enoxacin (HEx) as ligands have been prepared and characterized. Single crystal structural determinations of [Cu(HCp)2(ClO4)2].6H2O (1) and [Co(HEx)2(Ex)]Cl.2CH(3)OH.12H2O (4) are reported. The crystal of 1 is composed of [Cu(HCp)2(ClO4)2] units with the two perchlorate anions semicoordinated, and uncoordinated water molecules. The copper ion, at a crystallographic inversion centre, is in a tetragonally distorted octahedral environment. The structure of 4 consists of cationic monomeric [Co(HEx)2(Ex)]+ units, chloride anions, and uncoordinated methanol and water molecules. The complex is six-coordinate, with a slightly distorted octahedral environment around the metal centre. Some complexes of ciprofloxacin and enoxacin were screened for their activity against several bacteria, showing activity similar to that of the corresponding free ligands. All compounds tested were more active against Gram-negative bacteria than against Gram-positive bacteria. Ciprofloxacin hydrochloride and its complexes were more active than enoxacin and its complexes. In addition, the bactericidal studies against Staphylococcus aureus ATCC 25923 reveal that one complex exhibits the "paradoxical effect" (diminution in the number of bacteria killed at high drug concentration), which has been described and related to the mechanism of action of quinolones, but three other complexes do not, suggesting different mechanisms of bactericidal action. The ability of Cu(HCp)2(NO3)2.6H2O to cleave DNA has been determined. The results show that the complex behaves as an efficient chemical nuclease with ascorbate/hydrogen peroxide activation. Mechanistic studies using different inhibiting reagents reveal that hydroxyl radicals are involved in the DNA scission process mediated by this compound.
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Affiliation(s)
- N Jiménez-Garrido
- Departamento de Química Inorgánica, Facultad de Farmacia, Universidad de Valencia, Avda. Vicent Andrés Estellés S/N, 46100 Burjassot, Valencia, Spain
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15
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González-Díaz H, Cruz-Monteagudo M, Viña D, Santana L, Uriarte E, De Clercq E. QSAR for anti-RNA-virus activity, synthesis, and assay of anti-RSV carbonucleosides given a unified representation of spectral moments, quadratic, and topologic indices. Bioorg Med Chem Lett 2005; 15:1651-7. [PMID: 15745816 DOI: 10.1016/j.bmcl.2005.01.047] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2004] [Revised: 01/18/2005] [Accepted: 01/20/2005] [Indexed: 10/25/2022]
Abstract
The unified representation of spectral moments, classic topologic indices, quadratic indices, and stochastic molecular descriptors show that all these molecular descriptors lie within the same family. Consequently, the same prior probability for a successful quantitative-structure-activity-relationship (QSAR) may be expected irrespective of which indices are selected. Herein, we used stochastic spectral moments as molecular descriptors to seek a QSAR using a database of 221 bioactive compounds previously tested against diverse RNA-viruses and 402 nonactive ones. The QSAR model thus obtained correctly classifies 90.9% of compounds in training. The model also correctly classifies a total of 87.9% of 207 compounds on additional external predicting series, 73 of them having anti-RNA-virus activity and 134 nonactive ones. In addition, all compounds were regrouped into five different subsets for leave-group-out studies: (1) anti-influenza, (2) anti-picornavirus, (3) anti-paramyxovirus, (4) anti-RSV/anti-influenza, and (5) broad range anti-RNA-virus activity. The model has retained overall accuracies of about 90% on these studies validating model robustness. Finally, we exemplify the practical use of the model with the discovery of compounds 124 and 128. These compounds presented MIC50 values=3.2 and 8 microg/mL against respiratory syncytial virus (RSV) respectively. Both compounds also have low cytotoxicity expressed by their Minimal Cytotoxic Concentrations >400 microg/mL for HeLa cells. The present approach represents an effort toward a formalization and application of molecular indices in bioorganic and medicinal chemistry.
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Affiliation(s)
- Humberto González-Díaz
- Department of Organic Chemistry, Faculty of Pharmacy, University of Santiago de Compostela, 15782, Spain
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Abstract
The field of fluoroquinolone research is rapidly expanding. Bacterial targets are constantly changing to meet the demands of resistance. At present, new compounds are targeting respiratory pathogens, such as Streptococcus pneumoniae. However, problems such as phototoxicity, cardiotoxicity and CNS disturbances must be overcome. New promising fluoroquinolones include: HSR 903, LB 20304 and BAY 12-8039. Research in the field of mycobacteria, especially for Mycobacterium tuberculosis, is also underway.
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Affiliation(s)
- A Bryskier
- Hoechst Marion Roussel, Anti-infective Research Clinical Pharmacology, 102 Route de Noisy, 93230 Romainville Cedex, France
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17
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López-Gresa MP, Ortiz R, Perelló L, Latorre J, Liu-González M, García-Granda S, Pérez-Priede M, Cantón E. Interactions of metal ions with two quinolone antimicrobial agents (cinoxacin and ciprofloxacin). Spectroscopic and X-ray structural characterization. Antibacterial studies. J Inorg Biochem 2002; 92:65-74. [PMID: 12230989 DOI: 10.1016/s0162-0134(02)00487-7] [Citation(s) in RCA: 128] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Several novel metal-quinolone compounds have been synthesized and characterized by analytical, spectroscopic and X-ray diffraction methods. The crystal structure of the four compounds, Na(2)[(Cd(Cx)3)(Cd(Cx)3(H2O))].12H2O, [Co(Cp)2(H2O)2].9H2O, [Zn(Cp)2(H2O)2].8H2O and [Cd(HCp)2(Cl)2].4H2O, is presented and discussed: HCx=1-ethyl-1,4-dihydro-4-oxo(1,3)-dioxolo(4,5-g)cinnoline-3-carboxylic acid and HCp=1-cyclopropyl-6-fluoro-1,4-dihydro-4-oxo-7-(1-piperazinyl)-3-quinoline carboxylic acid. In all these compounds the quinolone acts as a bidentate chelate ligand that binds through one carboxylate oxygen atom and the exocyclic carbonyl oxygen atom. Complexes of ciprofloxacin were screened for their activity against several bacteria, showing activity similar to that of the ligand. In addition, the number of bacteria killed after 3 h of incubation with the ligand, [Co(Cp)2(H2O)2].9H2O, Ni(Cp)2.10H2O and Cu(Cp)2.6H2O, was determined against S. aureus ATCC25923. There is a direct relationship between the growth rate and the lethal rate. Against growing bacteria, the ligand is the most bactericidal and Cu(Cp)2.6H2O is the less bactericidal. On the contrary, against non-dividing bacteria, the complexes were more bactericidal than the ligand, with Cu(Cp)(2).6H(2)O the most bactericidal compound.
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Affiliation(s)
- M P López-Gresa
- Departamento de Química Inorgánica, Facultad de Farmacia, Universidad de Valencia, Burjassot, Spain
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Gozalbes R, Brun-Pascaud M, García-Domenech R, Gálvez J, Girard PM, Doucet JP, Derouin F. Prediction of quinolone activity against Mycobacterium avium by molecular topology and virtual computational screening. Antimicrob Agents Chemother 2000; 44:2764-70. [PMID: 10991858 PMCID: PMC90149 DOI: 10.1128/aac.44.10.2764-2770.2000] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2000] [Accepted: 06/28/2000] [Indexed: 11/20/2022] Open
Abstract
We conducted a quantitative structure-activity relationship study using a database of 158 quinolones previously tested against Mycobacterium avium-M. intracellulare complex in order to develop a model capable of predicting the activity of new quinolones against the M. avium-M. intracellulare complex in vitro. Topological indices were used as structural descriptors and were related to anti-M. avium-M. intracellulare complex activity by using the linear discriminant analysis (LDA) statistical technique. The discriminant equation thus obtained correctly classified 137 of the 158 quinolones, including 37 of a test group of 44 randomly chosen compounds. This model was then applied to 24 quinolones, including recently developed fluoroquinolones, whose MICs were subsequently determined in vitro by using the Alamar blue microplate assay; the biological results confirmed the model's predictions. The MICs of these 24 quinolones were then treated by multilinear regression (MLR) to establish a model capable of classifying them according to their in vitro activities. Using this model, a good correlation between measured and predicted MICs was found (r(2) = 0.88; r(2)(cv) [cross-validation correlation] = 0.82). Moxifloxacin, sparfloxacin, and gatifloxacin were the most potent against the M. avium- M. intracellulare complex, with MICs of 0.2, 0.4, and 0.9 microg/ml, respectively. Finally, virtual modifications of these three drugs were evaluated in LDA and MLR models in order to determine the importance of different substituents in their activity. We conclude that the combination of molecular-topology methods, LDA, and MLR provides an excellent tool for the design of new quinolone structures with enhanced activity.
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Affiliation(s)
- R Gozalbes
- Laboratoire de Parasitologie-Mycologie, Faculté de Médecine Lariboisière, Hôpital Saint-Louis, Université Paris 7, 75006 Paris, France
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Kawakami K, Namba K, Tanaka M, Matsuhashi N, Sato K, Takemura M. Antimycobacterial activities of novel levofloxacin analogues. Antimicrob Agents Chemother 2000; 44:2126-9. [PMID: 10898685 PMCID: PMC90023 DOI: 10.1128/aac.44.8.2126-2129.2000] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
In order to investigate structure-activity relationships between antimycobacterial activities and basic substituents at the C-10 position of levofloxacin (LVFX), we synthesized a series of pyridobenzoxazine derivatives by replacement of the N-methylpiperazinyl group of LVFX with various basic substituents. A compound with a 3-aminopyrrolidinyl group had one-half the activity of LVFX against Mycobacterium avium, M. intracellulare, and M. tuberculosis. Mono- and dimethylation of the 3-amino moiety of the pyrrolidinyl group increased the activities against M. avium and M. intracellulare but not those against M. tuberculosis. On the other hand, dialkylation at the C-4 position of the 3-aminopyrrolidinyl group enhanced the activities against M. avium, M. intracellulare, and M. tuberculosis. Thus, introduction of an N-alkyl or a C-alkyl group(s) into the 3-aminopyrrolidinyl group may contribute to an increase in potency against M. avium, M. intracellulare, and/or M. tuberculosis, probably through elevation of the lipophilicity. However, among the compounds synthesized, compound VII, which was a 2,8-diazabicyclo[4.3.0]nonanyl derivative with relatively low lipophilicity, showed the most potent activity against mycobacterial species: the activity was 4- to 32-fold more potent than that of LVFX and two to four times as potent as that of gatifloxacin. These results suggested that an increase in the lipophilicity of LVFX analogues in part contributed to enhancement of antimycobacterial activities but that lipophilicity of the compound was not a critical factor affecting the potency.
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Affiliation(s)
- K Kawakami
- New Product Research Laboratories I, Daiichi Pharmaceutical Co., Ltd. , Edogawa-ku, Tokyo 134-8630, Japan.
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Basso LA, Blanchard JS. Resistance to antitubercular drugs. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 1999; 456:115-44. [PMID: 10549366 DOI: 10.1007/978-1-4615-4897-3_7] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- L A Basso
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, New York 10461, USA
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21
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Vacher S, Pellegrin JL, Leblanc F, Fourche J, Maugein J. Comparative antimycobacterial activities of ofloxacin, ciprofloxacin and grepafloxacin. J Antimicrob Chemother 1999; 44:647-52. [PMID: 10552981 DOI: 10.1093/jac/44.5.647] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Infections caused by non-tuberculous mycobacteria and multidrug-resistant Mycobacterium tuberculosis are difficult to treat. New compounds potentially active against these bacteria are therefore constantly being sought. Among them is grepafloxacin, a new C5 fluoroquinolone. A panel of 130 isolates of mycobacteria including 33 M. tuberculosis isolates and 97 isolates of different species of atypical mycobacteria were analysed for susceptibility to grepafloxacin, ofloxacin and ciprofloxacin. The MICs of these fluoroquinolones were determined using the agar-dilution method. Different mycobacterial species showed different degrees of susceptibility to grepafloxacin, ofloxacin and ciprofloxacin but little difference was observed between the MICs of the three antibiotics against strains of the same mycobacterial species. In addition, to evaluate the intracellular activity of these drugs, six strains of mycobacteria were studied using a human-macrophage infection model. Preliminary results of macrophage experiments showed that grepafloxacin was more active than ofloxacin and ciprofloxacin, particularly against Mycobacterium kansasii and, to a lesser degree, against Mycobacterium avium complex and Mycobacterium marinum. However, the three fluoroquinolones had comparable activities against M. tuberculosis.
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Affiliation(s)
- S Vacher
- Laboratory of Bacteriology, Hôpital Haut-Lévêque, Pessac Glaxo-Wellcome, Marly-le-Roi, France.
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22
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Vázquez J, Montero M, Trias J, Hernàndez-Borrell J. 6-Fluoroquinolone–liposome interactions: fluorescence quenching study using iodide. Int J Pharm 1998. [DOI: 10.1016/s0378-5173(98)00154-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Martin SJ, Meyer JM, Chuck SK, Jung R, Messick CR, Pendland SL. Levofloxacin and sparfloxacin: new quinolone antibiotics. Ann Pharmacother 1998; 32:320-36. [PMID: 9533064 DOI: 10.1345/aph.17178] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
OBJECTIVE To discuss the pharmacology, pharmacokinetics, spectrum of activity, clinical trials, and adverse effects of levofloxacin and sparfloxacin, two new fluoroquinolone antibiotics. DATA SOURCES Literature was identified by a MEDLINE search from January 1985 to September 1997. Abstracts and presentations were identified by review of program abstracts from the Interscience Conference on Antimicrobial Agents and Chemotherapy from 1988 to 1996. STUDY SELECTION Randomized, controlled clinical studies were selected for evaluation; however, uncontrolled studies were included when data were limited for indications approved by the Food and Drug Administration (FDA). In vitro data were selected from comparison trials whenever available. Only in vitro trials that provided data on the minimum inhibitory concentrations required to inhibit 90% of isolates were used. Data from North American studies were selected whenever available. DATA EXTRACTION Data were evaluated with respect to in vitro activity, study design, clinical and microbiologic outcomes, and adverse drug reactions. DATA SYNTHESIS Levofloxacin and sparfloxacin are active against pathogens frequently involved in community-acquired upper and lower respiratory tract infections, including Streptococcus pneumoniae, Haemophilus influenzae, Moraxella catarrhalis, Mycoplasma pneumoniae, Legionella pneumophila, and Chlamydia pneumoniae. Both compounds have enhanced activity compared with ciprofloxacin against most gram-positive bacteria, including enterococci, streptococci, and staphylococci, and retain good activity against most Enterobacteriaceae and Pseudomonas aeruginosa. Sparfloxacin has greater anaerobic activity than levofloxacin, which is more active than ciprofloxacin or ofloxacin. Although many clinical studies are available only in abstract form, the clinical data demonstrate that these new quinolones are effective for most community-acquired upper and lower respiratory tract infections, urinary tract infections, gonococcal and nongonococcal urethritis, and skin and skin structure infections. FDA-approved indications are limited for both compounds to date. CONCLUSIONS Levofloxacin and sparfloxacin have improved gram-positive activity compared with that of older fluoroquinolones, and are administered once daily. Sparfloxacin-associated photosensitivity may limit its therapeutic usefulness. Clinical trials confirm that these agents are as effective as traditional therapies for the management of community-acquired pneumonia, acute exacerbations of chronic bronchitis, sinusitis, urinary tract infections, acute gonococcal and nongonococcal urethritis, and skin and skin structure infections.
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Affiliation(s)
- S J Martin
- Department of Pharmacy Practice, College of Pharmacy, University of Toledo, OH 43606, USA.
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Düzgüneş N, Flasher D, Reddy MV, Luna-Herrera J, Gangadharam PR. Treatment of intracellular Mycobacterium avium complex infection by free and liposome-encapsulated sparfloxacin. Antimicrob Agents Chemother 1996; 40:2618-21. [PMID: 8913475 PMCID: PMC163586 DOI: 10.1128/aac.40.11.2618] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Mycobacterium avium-M. intracellulare complex (MAC) is the most frequent cause of opportunistic bacterial infection in patients with AIDS. Previous studies have indicated that liposome-encapsulated aminoglycosides are highly effective in treating MAC infections in mice. We investigated whether the fluoroquinolone sparfloxacin is effective in treating MAC infection in the murine macrophage-like cell line J774. Sparfloxacin was encapsulated in the membrane phase of multilamellar liposomes composed of phosphatidylglycerol-phosphatidylcholine-cholesterol (1:1:1 molar ratio). MAC-infected macrophages were treated for either 24 h or 4 days with free or liposome-encapsulated sparfloxacin. Treatment with free or liposome-encapsulated sparfloxacin (6 micrograms/ml) for 24 h resulted in the reduction of the growth index to 25 and 30% of that of untreated controls, respectively. When cultures were treated for 4 days, free sparfloxacin reduced the growth index to 6% of that of the untreated control, while liposome-encapsulated sparfloxacin reduced it to 8% of that of the control.
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Affiliation(s)
- N Düzgüneş
- Department of Microbiology, School of Dentistry, University of the Pacific, San Francisco, California 94115, USA
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Klopman G, Fercu D, Renau TE, Jacobs MR. N-1-tert-butyl-substituted quinolones: in vitro anti-Mycobacterium avium activities and structure-activity relationship studies. Antimicrob Agents Chemother 1996; 40:2637-43. [PMID: 8913479 PMCID: PMC163590 DOI: 10.1128/aac.40.11.2637] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
We determined the MICs of 63 quinolones against 14 selected reference and clinical strains of the Mycobacterium avium-Mycobacterium intracellulare complex. Sixty-one of the compounds were selected from the quinolone library at Parke-Davis, Ann Arbor, Mich., including N-1-tert-butyl-substituted agents. T 3761 and tosufloxacin were also tested. The activities of all 63 compounds were compared with those of ciprofloxacin and sparfloxacin. The results showed 45 of the quinolones to be active against the M. avium-M. intracellulare complex, with MICs at which 50% of the strains were inhibited (MIC50s) of less than 32 micrograms/ml. Twenty-four of these quinolones had activities equivalent to or greater than that of ciprofloxacin, and nine of them had activities equivalent to or greater than that of sparfloxacin. The most active compounds were the N-1-tert-butyl-substituted quinolones, PD 161315 and PD 161314, with MIC50s of 0.25 microgram/ml and MIC90s of 1 microgram/ml; comparable values for ciprofloxacin were 2 and 4 micrograms/ml, respectively, while for sparfloxacin they were 1 and 2 micrograms/ml, respectively. The next most active compounds, with MIC50s of 0.5 microgram/ml and MIC90s of 1 microgram/ml, were the N-1-cyclopropyl-substituted quinolones, PD 138926 and PD 158804. These values show that the tert-butyl substituent is at least as good as cyclopropyl in rendering high levels of antimycobacterial activity. However, none of the quinolones showed activity against ciprofloxacin-resistant laboratory-derived M. avium-M. intracellulare complex strains. A MULTICASE program-based structure-activity relationship analysis of the inhibitory activities of these 63 quinolones and 109 quinolones previously studied against the most resistant clinical strain of M. avium was also performed and led to the identification of two major biophores and two biophobes.
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Affiliation(s)
- G Klopman
- Department of Chemistry, Case Western Reserve University, Cleveland, Ohio 44106, USA
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26
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Renau TE, Gage JW, Dever JA, Roland GE, Joannides ET, Shapiro MA, Sanchez JP, Gracheck SJ, Domagala JM, Jacobs MR, Reynolds RC. Structure-activity relationships of quinolone agents against mycobacteria: effect of structural modifications at the 8 position. Antimicrob Agents Chemother 1996; 40:2363-8. [PMID: 8891145 PMCID: PMC163535 DOI: 10.1128/aac.40.10.2363] [Citation(s) in RCA: 43] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
A series of quinolones with substitutions at the 8 position has been prepared as part of a study to examine the relationship between structural modifications at this position and activity against mycobacteria. The compounds were prepared by procedures described in the literature and were evaluated for their activities against Mycobacterium fortuitum and Mycobacterium smegmatis. The activities of the compounds against these two organisms were used as a measure of Mycobacterium tuberculosis activity. The results demonstrate that the contribution of the 8 position to antimycobacterial activity was dependent on the substituent at N-1 and was in the order (i) COMe approximately CBr > CCI > CH approximately CF approximately COEt > N > CCF3 when N-1 was cyclopropyl; (ii) N approximately CH > CF > COMe when N-1 was 2,4-difluorophenyl; (iii) N > or = CH when N-1 was tert-butyl; and (iv) N > CH when N-1 was ethyl. In general, derivatives with piperazine substitutions at C-7 were slightly less active against mycobacteria than the analogs with pyrrolidine substitutions, regardless of the pattern of substitution at the 8 position. Several of the best compounds were evaluated for their potential side effects as well as their activities against Mycobacterium aurum, Mycobacterium avium-M. intracellulare, and M. tuberculosis. These agents exhibited biological profiles similar to or better than those of the positive controls ciprofloxacin and sparfloxacin.
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Affiliation(s)
- T E Renau
- Parke-Davis Pharmaceutical Research, Division of Warner-Lambert Company, Ann Arbor, Michigan 48105, USA
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Cohen MA, Yoder SL, Talbot GH. Sparfloxacin worldwide in vitro literature: isolate data available through 1994. Diagn Microbiol Infect Dis 1996; 25:53-64. [PMID: 8882890 DOI: 10.1016/s0732-8893(96)00121-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Sparfloxacin is a piperazinyl, cyclopropyl-fluoroquinolone with broad-spectrum antibacterial activity. Compared to other quinolones, sparfloxacin displays improved activity against a variety of pathogens including Staphylococcus, Streptococcus, Enterococcus, Chlamydia, Mycoplasma, Ureaplasma, and Mycobacteria species. Other susceptible organism group include Haemophilus, Legionella, Moraxella, Neisseria, Aeromonas, Acinetobacter, Bordetella, Brucella, Campylobacter, Gardnerella, and Helicobacter species. Most Enterobacteriaceae are also susceptible, whereas most isolates of Pseudomonas aeruginosa are not. Sparfloxacin is bactericidal. Activity is generally stable to variations of inoculum, pH, and cation concentration, and it is unchanged in the presence of 5% sodium cholate or 70% human serum. Susceptibility to the drug is diminished in urine. Cross-resistance, although incomplete, has been documented with other quinolones, but not with other antimicrobic classes.
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Affiliation(s)
- M A Cohen
- Department of Infectious Diseases, Parke-Davis Pharmaceutical Research, Warner-Lambert Company, Ann Arbor, Michigan
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Miyamoto J, Koga H, Kohno S, Tashiro T, Hara K. New drug susceptibility test for Mycobacterium tuberculosis using the hybridization protection assay. J Clin Microbiol 1996; 34:1323-6. [PMID: 8727932 PMCID: PMC229011 DOI: 10.1128/jcm.34.5.1323-1326.1996] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
We developed a novel method for early detection of drug-resistant strains of Mycobacterium tuberculosis by using the hybridization protection assay (HPA). The number of viable bacteria during the incubation period correlated well with the number of relative light units measured by the HPA. In addition, the relative light unit values of susceptible strains on the first, third and fifth days of incubation were significantly different from those of resistant strains for both isoniazid and rifampin. Our results suggest that after isolation of the organism from clinical specimens, drug-resistant strains of M. tuberculosis are accurately detected by the HPA even after 1 day of incubation with the drug.
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Affiliation(s)
- J Miyamoto
- Second Department of Internal Medicine, Nagasaki University, School of Medicine, Japan
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Rastogi N, Goh KS, Van Ginkel SZ, Wright EL, Barrow WW. Identification of new drug targets in Mycobacterium avium and Mycobacterium tuberculosis. Res Microbiol 1996; 147:97-105. [PMID: 8761729 DOI: 10.1016/0923-2508(96)80210-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Affiliation(s)
- N Rastogi
- Unité de la Tuberculose et des Mycobactéries, Institut Pasteur de la Guadeloupe, Pointe-à-Pitre, Guadeloupe, French West Indies
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Baker WR, Mitscher LA, Arain TM, Shawar R, Stover CK. Chapter 17. Recent Advances in the Chemistry and Biology of Anti-mycobacterial Agents. ANNUAL REPORTS IN MEDICINAL CHEMISTRY 1996. [DOI: 10.1016/s0065-7743(08)60456-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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32
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Syntheses and exploration of new biological activities in ethyl 6/7-substituted and 6, 7-disubstituted quinolin-4-one-3-carboxylates. Bioorg Med Chem Lett 1996. [DOI: 10.1016/0960-894x(95)00577-g] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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33
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Klopman G, Fercu D, Li JY, Rosenkranz HS, Jacobs MR. Antimycobacterial quinolones: a comparative analysis of structure-activity and structure-cytotoxicity relationships. Res Microbiol 1996; 147:86-96. [PMID: 8761728 DOI: 10.1016/0923-2508(96)80209-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Affiliation(s)
- G Klopman
- Department of Chemistry, Case Western Reserve University, Cleveland, OH 44106-7078, USA
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34
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Fabry W, Schmid EN, Ansorg R. Comparison of the E test and a proportion dilution method for susceptibility testing of Mycobacterium tuberculosis. ZENTRALBLATT FUR BAKTERIOLOGIE : INTERNATIONAL JOURNAL OF MEDICAL MICROBIOLOGY 1995; 282:394-401. [PMID: 9810662 DOI: 10.1016/s0934-8840(11)80710-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Minimal inhibitory concentrations (MICs) of amikacin, streptomycin, fusidic acid, rifampicin, clarithromycin, ciprofloxacin, ofloxacin, and fleroxacin were determined by the E test for 20 strains of Mycobacterium tuberculosis. The resulting discrimination in resistant or sensitive strains was compared with the results of an extended proportion dilution method. There were no more than three strains per antibiotic with different ratings with the exception of ciprofloxacin and ofloxacin. In these discrepant cases, the breakpoint concentrations had a position at the top of the test strip, which may be unfavourable for MIC reading. The MICs of streptomycin (1-2 mg/l) and rifampicin (2-4 mg/l) for the control strain M. tuberculosis H37Rv (ATCC 27,294) were close to the reference values according to the German standard DIN 58,943. It is concluded that the E test is suitable for susceptibility testing of slowly growing M. tuberculosis isolates.
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Affiliation(s)
- W Fabry
- Institute of Medical Microbiology, University of Essen, Germany
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35
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Skinner PS, Furney SK, Kleinert DA, Orme IM. Comparison of activities of fluoroquinolones in murine macrophages infected with Mycobacterium tuberculosis. Antimicrob Agents Chemother 1995; 39:750-3. [PMID: 7793885 PMCID: PMC162617 DOI: 10.1128/aac.39.3.750] [Citation(s) in RCA: 25] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
In this study the compounds levofloxacin and sparfloxacin, as well as three experimental compounds (AMQ2, AMQ4, and AMQ5), were compared with isoniazid and rifabutin in terms of their capacity to inhibit the intracellular growth of the drug-susceptible Mycobacterium tuberculosis strain Erdman and the isoniazid-resistant katG gene-negative strain 24 within monolayers of mouse bone marrow-derived macrophages. Both levofloxacin and sparfloxacin, as well as compound AMQ4, had substantial activity in this physiologically relevant model, further confirming the potential usefulness of this class of compounds in the therapy of tuberculosis.
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Affiliation(s)
- P S Skinner
- Department of Microbiology, Colorado State University, Fort Collins 80523, USA
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Abstract
The fluoroquinolones have been shown to be highly active in vitro against many mycobacterial species, including most strains of Mycobacterium tuberculosis and M. fortuitum, and some strains of M. kansasii, M. avium-intracellulare (MAI) complex and M. leprae. Ciprofloxacin, ofloxacin and sparfloxacin are the best studied of this class of drugs to date, and they are among the most active of these against M. tuberculosis and other mycobacteria. The use of ofloxacin in the treatment of patients with multidrug-resistant pulmonary tuberculosis has resulted in the selection of quinolone-resistant mutants in a few patients. Many strains of MAI, however, are resistant to fluoroquinolones, and structure-activity relationship studies have been undertaken to identify the moieties associated with activity and inactivity. The most important features determining activity against MAI were found to be a cyclopropyl ring at the N1 position, fluorine atoms at positions C6 and C8, and a C7 heterocyclic substituent. On the basis of these structural requirements, a series of compounds were tested, and many did indeed show good activity against MAI in vitro. Application of these data to macrophage and animal models is in progress. Clinical evaluation of some of these new fluoroquinolones is also being undertaken in multidrug-resistant tuberculosis and MAI and M. leprae infections. Although the development of resistance and the influence of host factors may limit their use, they have considerable potential if prudently used.
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Affiliation(s)
- M R Jacobs
- Institute of Pathology, Case Western Reserve University, Cleveland, Ohio, USA
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Skinner PS, Furney SK, Jacobs MR, Klopman G, Ellner JJ, Orme IM. A bone marrow-derived murine macrophage model for evaluating efficacy of antimycobacterial drugs under relevant physiological conditions. Antimicrob Agents Chemother 1994; 38:2557-63. [PMID: 7872747 PMCID: PMC188241 DOI: 10.1128/aac.38.11.2557] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Even though the macrophage is the host cell for the intracellular bacterial parasite Mycobacterium avium, macrophages have undergone only limited evaluation as models for determining the capacities of antimycobacterial drugs to inhibit the growth of M. avium within this relevant intracellular environment. In the present study, we demonstrated that a panel of M. avium isolates could actively infect homogeneous monolayers of murine bone marrow-derived macrophages. A number of established and experimental antimycobacterial drugs were then added to these cultures at a range of concentrations, and their effects on the numbers of surviving bacilli were determined 8 days later. By plotting such numbers versus drug concentrations it was then possible to clearly distinguish between compounds with bactericidal activity (such as rifabutin and PD 125354) and those with bacteriostatic effects (such as clarithromycin), even though several of these compounds had very similar MICs. In addition, an estimate of the potential therapeutic efficiency of each drug could be made by determining the concentration needed to destroy an arbitrary percentage of the inoculum (in this case, the bactericidal concentration destroying 99% of the inoculum). Such values were considerably in excess of the MICs and may more realistically reflect the concentrations in serum required to effectively reduce the bacterial burden in vivo.
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Affiliation(s)
- P S Skinner
- Department of Microbiology, Colorado State University, Fort Collins 80523
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Klopman G, Li JY, Wang S, Pearson AJ, Chang K, Jacobs MR, Bajaksouzian S, Ellner JJ. In vitro anti-Mycobacterium avium activities of quinolones: predicted active structures and mechanistic considerations. Antimicrob Agents Chemother 1994; 38:1794-802. [PMID: 7986010 PMCID: PMC284638 DOI: 10.1128/aac.38.8.1794] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
The relationship between the structures of quinolones and their anti-Mycobacterium avium activities has been previously derived by using the Multiple Computer-Automated Structure Evaluation program. A number of substructural constraints required to overcome the resistance of most of the strains have been identified. Nineteen new quinolones which qualify under these substructural requirements were identified by the program and subsequently tested. The results show that the substructural attributes identified by the program produced a successful a priori prediction of the anti-M. avium activities of the new quinolones. All 19 quinolones were found to be active, and 4 of them are as active or better than ciprofloxacin. With these new quinolones, the updated multiple computer-automated structure evaluation program structure-activity relationship analysis has helped to uncover additional information about the nature of the substituents at the C5 and C7 positions needed for optimal inhibitory activity. A possible explanation of drug resistance based on the observation of suicide inactivation of bacterial cytochrome P-450 by the cyclopropylamine moiety has also been proposed and is discussed in this report. Furthermore, we confirm the view that the amount of the uncharged form present in a neutral pH solution plays a crucial role in the drug's penetration ability.
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Affiliation(s)
- G Klopman
- Chemistry Department, Case Western Reserve University, Cleveland, Ohio 44106
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Cambau E, Sougakoff W, Jarlier V. Amplification and nucleotide sequence of the quinolone resistance-determining region in the gyrA gene of mycobacteria. FEMS Microbiol Lett 1994; 116:49-54. [PMID: 8132154 DOI: 10.1111/j.1574-6968.1994.tb06674.x] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
Chromosomal DNA of different species of mycobacteria, Mycobacterium tuberculosis, Mycobacterium leprae, Mycobacterium avium and Mycobacterium smegmatis, has been submitted to polymerase chain reaction using two oligonucleotide primers highly homologous to DNA sequences flanking the quinolone resistance-determining region in the gyrA gene of Escherichia coli and Staphylococcus aureus. For each of these mycobacterial species, a 150-bp DNA fragment hybridizing with an intragenic probe of the gyrA gene of E. coli K12 was obtained. The nucleotide sequences of the 108-bp fragments amplified from M. tuberculosis and M. avium were determined. The two sequences were 87% homologous. Except for one residue, their deduced amino acid sequences were identical and shared 67% homology with the quinolone resistance-determining region of the gyrase A subunits of E. coli and S. aureus. Sequencing of the 108-bp fragment amplified from an in vitro mutant of M. avium, highly resistant to fluoroquinolones, showed a point mutation leading to the substitution of Ala for Val at a position corresponding to residues involved in quinolone resistance in E. coli and S. aureus, i.e. Ser 83 for E. coli and Ser 84 for S. aureus.
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Affiliation(s)
- E Cambau
- Laboratoire de Bactériologie, Faculté de Médecine Pitié-Salpêtrière, Universitè Pierre et Marie Curie, Paris, France
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Chapter 16. Problems and Progress in Opportunistic Infections. ANNUAL REPORTS IN MEDICINAL CHEMISTRY 1994. [DOI: 10.1016/s0065-7743(08)60729-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register]
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Klopman G, Wang S, Jacobs MR, Ellner JJ. Anti-Mycobacterium avium activity of quinolones: structure-activity relationship studies. Antimicrob Agents Chemother 1993; 37:1807-15. [PMID: 8239588 PMCID: PMC188074 DOI: 10.1128/aac.37.9.1807] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
The structures and inhibitory activities of 88 quinolones, previously studied as potential in vitro inhibitors of 14 selected strains of Mycobacterium avium complex, were examined in an effort to identify a quinolone with optimal activity towards all strains. A MULTICASE structure-activity relationship analysis of the inhibitory activities of these 88 quinolones against 14 strains of M. avium was performed and led to the identification of a number of structural constraints required to overcome the resistance of most of the strains. Our data suggested that the increased resistance of the strains was probably not due to a specific resistance mechanism but rather due to gradual limitation of the constraints imposed on the structure of the quinolones. This increasing structural selectivity could be produced either at the level of cell membrane penetration or at the level of interaction with the DNA gyrase receptor site. On the basis of these findings, a number of new quinolones holding the promise of superior activity are currently being evaluated in vitro and in vivo to determine the clinical relevance of our observations.
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Affiliation(s)
- G Klopman
- Chemistry Department, Case Western Reserve University, Cleveland, Ohio 44106
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