0000000000206847

AUTHOR

Vicente J. Arán

0000-0002-3390-7157

showing 20 related works from this author

Synthesis, biological evaluation and chemometric analysis of indazole derivatives. 1,2-Disubstituted 5-nitroindazolinones, new prototypes of antichag…

2012

Chagas disease chemotherapy, currently based on only two drugs, nifurtimox and benznidazole, is far from satisfactory and therefore the development of new antichagasic compounds remains an important goal. On the basis of antichagasic properties previously described for some 1,2-disubstituted 5-nitroindazolin-3- ones (21, 33) and in order to initiate the optimization of activity of this kind of compounds, we have prepared a series of related analogs (22-32, 34-38, 58 and 59) and tested in vitro these products against epimastigote forms of Trypanosoma cruzi. 2-Benzyl-1-propyl (22), 2-benzyl-1-isopropyl (23) and 2-benzyl-1-butyl (24) derivatives have shown high trypanocidal activity and low un…

Models MolecularDrugChagas diseaseIndazolesStereochemistryTrypanosoma cruzimedia_common.quotation_subjectStructure-Activity Relationshipchemistry.chemical_compoundParasitic Sensitivity TestsDrug DiscoverymedicineNifurtimoxTrypanosoma cruziBiological evaluationmedia_commonPharmacologyIndazoleDose-Response Relationship DrugMolecular StructurebiologyOrganic ChemistryGeneral Medicinemedicine.diseasebiology.organism_classificationTrypanocidal AgentsCombinatorial chemistrychemistryBenznidazolemedicine.drugEuropean Journal of Medicinal Chemistry
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Fishing anti-inflammatories from known drugs: In silico repurposing, design, synthesis and biological evaluation of bisacodyl analogues

2017

Herein is described in silico repositioning, design, synthesis, biological evaluation and structure-activity relationship (SAR) of an original class of anti-inflammatory agents based on a polyaromatic pharmacophore structurally related to bisacodyl (BSL) drug used in therapeutic as laxative. We describe the potential of TOMOCOMD-CARDD methods to find out new anti-inflammatory drug-like agents from a diverse series of compounds using the total and local atom based bilinear indices as molecular descriptors. The models obtained were validated by biological studies, identifying BSL as the first anti-inflammatory lead-like using in silico repurposing from commercially available drugs. Several bi…

0301 basic medicineDrugBisacodylAnti-inflammatory databasemedia_common.quotation_subjectIn silico[CHIM.THER]Chemical Sciences/Medicinal Chemistry03 medical and health sciencesIn vivoMolecular descriptorDrug DiscoveryDiarylmethylpyridinesmedicine[CHIM.CRIS]Chemical Sciences/CristallographyBisacodylRepurposingComputingMilieux_MISCELLANEOUSmedia_commonAnti-inflammatory assayChemistry[CHIM.ORGA]Chemical Sciences/Organic chemistryGeneral MedicineCombinatorial chemistry[SDV.BIBS]Life Sciences [q-bio]/Quantitative Methods [q-bio.QM]3. Good health030104 developmental biologyMechanism of actionAtom-based bilinear indicesmedicine.symptomPharmacophoreTOMOCOMD-CARDD SoftwareRepurposingmedicine.drug
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Predicting antitrichomonal activity: A computational screening using atom-based bilinear indices and experimental proofs

2006

Existing Trichomonas vaginalis therapies are out of reach for most trichomoniasis people in developing countries and, where available, they are limited by their toxicity (mainly in pregnant women) and their cost. New antitrichomonal agents are needed to combat emerging metronidazole-resistant trichomoniasis and reduce the side effects associated with currently available drugs. Toward this end, atom-based bilinear indices, a new TOMOCOMD-CARDD molecular descriptor, and linear discriminant analysis (LDA) were used to discover novel, potent, and non-toxic lead trichomonacidal chemicals. Two discriminant functions were obtained with the use of non-stochastic and stochastic atom-type bilinear in…

Quantitative structure–activity relationshipDatabases FactualMolecular modelStereochemistryClinical BiochemistryDrug Evaluation PreclinicalPharmaceutical ScienceAntitrichomonal AgentsLigandsBiochemistryCross-validationChemometricsStructure-Activity Relationshipchemistry.chemical_compoundArtificial IntelligencePredictive Value of TestsMolecular descriptorDrug DiscoveryTrichomonas vaginalisAnimalsCluster AnalysisComputer SimulationMolecular BiologyStochastic ProcessesOrganic ChemistryComputational BiologyReproducibility of ResultsLinear discriminant analysisAntitrichomonal agentchemistryData Interpretation StatisticalTopological indexLinear ModelsMolecular MedicineBiological systemAlgorithmsBioorganic & Medicinal Chemistry
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New ligand-based approach for the discovery of antitrypanosomal compounds.

2005

The antitrypanosomal activity of 10 already synthesized compounds was in silico predicted as well as in vitro and in vivo explored against Trypanosoma cruzi. For the computational study, an approach based on non-stochastic linear fingerprints to the identification of potential antichagasic compounds is introduced. Molecular structures of 66 organic compounds, 28 with antitrypanosomal activity and 38 having other clinical uses, were parameterized by means of the TOMOCOMD-CARDD software. A linear classification function was derived allowing the discrimination between active and inactive compounds with a confidence of 95%. As predicted, seven compounds showed antitrypanosomal activity (%AE > 7…

TrypanosomaMolecular modelbiologyChemistryStereochemistryIn silicoOrganic ChemistryClinical BiochemistryAntiprotozoal AgentsPharmaceutical ScienceBiological activityLigand (biochemistry)biology.organism_classificationLigandsBiochemistryChemical synthesisIn vivoDrug DiscoveryMolecular MedicineAnimalsAmastigoteTrypanosoma cruziMolecular BiologyBioorganicmedicinal chemistry letters
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Ligand-based discovery of novel trypanosomicidal drug-like compounds: In silico identification and experimental support

2010

Abstract Two-dimensional bond-based linear indices and linear discriminant analysis are used in this report to perform a quantitative structure–activity relationship study to identify new trypanosomicidal compounds. A database with 143 anti-trypanosomal and 297 compounds having other clinical uses, are utilized to develop the theoretical models. The best discriminant models computed using bond-based linear indices provides accuracies greater than 90 for both training and test sets. Our models identify as anti-trypanosomals five out of nine compounds of a set of already-synthesized substances. The in vitro anti-trypanosomal activity of this set against epimastigote forms of Trypanosoma cruzi…

Databases FactualMolecular modelCell SurvivalStereochemistryTrypanosoma cruziIn silicoNitro compoundQuantitative Structure-Activity RelationshipComputational biologyLigandsChemometricsDrug DiscoveryAnimalsHumansChagas DiseaseTrypanosoma cruziAmastigotePharmacologychemistry.chemical_classificationLife Cycle StagesbiologyOrganic ChemistryDiscriminant AnalysisBiological activityGeneral MedicineFibroblastsModels Theoreticalbiology.organism_classificationLinear discriminant analysisTrypanocidal AgentsHigh-Throughput Screening AssayschemistryAlgorithmsSoftwareEuropean Journal of Medicinal Chemistry
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Non-stochastic quadratic fingerprints and LDA-based QSAR models in hit and lead generation through virtual screening: theoretical and experimental as…

2005

In order to explore the ability of non-stochastic quadratic indices to encode chemical information in antimalarials, four quantitative models for the discrimination of compounds having this property were generated and statistically compared. Accuracies of 90.2% and 83.3% for the training and test sets, respectively, were observed for the best of all the models, which included non-stochastic quadratic fingerprints weighted with Pauling electronegativities. With a comparative purpose and as a second validation experiment, an exercise of virtual screening of 65 already-reported antimalarials was carried out. Finally, 17 new compounds were classified as either active/inactive ones and experimen…

Models MolecularQuantitative structure–activity relationshipStereochemistryDrug Evaluation PreclinicalMolecular ConformationQuantitative Structure-Activity RelationshipMolecular conformationChemometricsAntimalarialsQuadratic equationHeterocyclic CompoundsDrug DiscoveryComputer SimulationPharmacologyVirtual screeningChemistryComputer aidOrganic ChemistryReproducibility of ResultsChloroquineGeneral MedicineLinear discriminant analysisDrug DesignTopological indexHeminCrystallizationBiological systemAlgorithmsEuropean Journal of Medicinal Chemistry
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Antiprotozoan lead discovery by aligning dry and wet screening: Prediction, synthesis, and biological assay of novel quinoxalinones

2014

Protozoan parasites have been one of the most significant public health problems for centuries and several human infections caused by them have massive global impact. Most of the current drugs used to treat these illnesses have been used for decades and have many limitations such as the emergence of drug resistance, severe side-effects, low-to-medium drug efficacy, administration routes, cost, etc. These drugs have been largely neglected as models for drug development because they are majorly used in countries with limited resources and as a consequence with scarce marketing possibilities. Nowadays, there is a pressing need to identify and develop new drug-based antiprotozoan therapies. In …

Quantitative structure–activity relationshipClinical BiochemistryAntiprotozoal AgentsQuantitative Structure-Activity RelationshipPharmaceutical ScienceLinear classifierBioinformaticsMachine learningcomputer.software_genreBiochemistryQuinoxalinesMolecular descriptorDrug DiscoveryBioassayMolecular BiologyVirtual screeningMolecular Structurebusiness.industryChemistryOrganic ChemistryBenchmark databaseDrug developmentCyclizationMolecular MedicineIn silico StudyArtificial intelligenceTOMOCOMD-CARDD SoftwarebusinessClassifier (UML)computer
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New antitrichomonal drug-like chemicals selected by bond (edge)-based TOMOCOMD-CARDD descriptors.

2008

Bond-based quadratic indices, new TOMOCOMD-CARDD molecular descriptors, and linear discriminant analysis (LDA) were used to discover novel lead trichomonacidals. The obtained LDA-based quantitative structure-activity relationships (QSAR) models, using nonstochastic and stochastic indices, were able to classify correctly 87.91% (87.50%) and 89.01% (84.38%) of the chemicals in training (test) sets, respectively. They showed large Matthews correlation coefficients of 0.75 (0.71) and 0.78 (0.65) for the training (test) sets, correspondingly. Later, both models were applied to the virtual screening of 21 chemicals to find new lead antitrichomonal agents. Predictions agreed with experimental resu…

DrugAdultQuantitative structure–activity relationshipStereochemistrymedia_common.quotation_subjectOvariectomyDrug Evaluation PreclinicalTrichomonas InfectionsAntitrichomonal AgentsBiochemistryAnalytical Chemistrychemistry.chemical_compoundIn vivoMolecular descriptorDrug Resistance BacterialTrichomonas vaginalisAnimalsHumansRats Wistarmedia_commonChromatographyMolecular StructureChemistryDiscriminant AnalysisLinear discriminant analysisRatsAntitrichomonal agentEdge basedMolecular MedicineComputer-Aided DesignFemaleSoftwareBiotechnologyJournal of biomolecular screening
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Limonium ilergabonum (Plumbaginaceae), a new species from northeastern Iberian Peninsula

2017

A new species of Limonium (Plumbaginaceae), L . ilergabonum sp. nov. , is described from the inland gypsum soils of the northeastern Iberian Peninsula (Flix, Tarragona province, Spain). The new species is closely related to the Iberian L. hibericum on morphological traits as assessed by multivariate ordination analysis (PCA), but it can be distinguished by the narrower leaves, inflorescence shape, and longer calyx. Limonium ilergabonum shows mixoploidy (2 n = 18, 2 n = 27), irregular pollen shapes, low levels of pollen stainability, and a single pollen-stigma combination morph (B type). All evidences suggest that L . ilergabonum is a polyploid relict species with an apomictic breeding syste…

0106 biological sciencesbiologyLimoniumPlant Sciencebiology.organism_classificationmedicine.disease_cause010603 evolutionary biology01 natural sciencesPlumbaginaceaeInflorescencePolyploidApomixisPollenBotanymedicineTaxonomy (biology)EudicotsEcology Evolution Behavior and Systematics010606 plant biology & botanyPhytotaxa
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Discovery of novel anti-inflammatory drug-like compounds by aligning in silico and in vivo screening: The nitroindazolinone chemotype

2011

In this report, we propose the combination of computational methods and in vivo primary screening in zebrafish larvae and confirmatory in mice models as a novel strategy to accelerate anti-inflammatory drug discovery. Initially, a database of 1213 organic chemicals with great structural variability - 587 of them anti-inflammatory agents plus 626 compounds with other clinical uses - was divided into training and test groups. Atom-based quadratic indices - a TOMOCOMD-CARDD molecular descriptors family - and linear discriminant analysis (LDA) were used to develop a total of 13 models to describe the anti-inflammatory activity. The best model (Eq. (13)) shows an accuracy of 87.70% in the traini…

Leukocyte migrationQuantitative structure–activity relationshipIndazolesmedicine.drug_classStereochemistryAnti-Inflammatory AgentsQuantitative Structure-Activity RelationshipPharmacologyModels BiologicalAnti-inflammatoryMiceCell MovementIn vivoMolecular descriptorDrug DiscoveryLeukocytesmedicineAnimalsEdemaCytotoxicityZebrafishPharmacologyChemistryOrganic ChemistryDiscriminant AnalysisEarGeneral MedicineDrug DesignLarvaTetradecanoylphorbol AcetateToxicityEuropean Journal of Medicinal Chemistry
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Dry selection and wet evaluation for the rational discovery of new anthelmintics

2017

Helminths infections remain a major problem in medical and public health. In this report, atom-based 2D bilinear indices, a TOMOCOMD-CARDD (QuBiLs-MAS module) molecular descriptor family and linear discriminant analysis (LDA) were used to find models that differentiate among anthelmintic and non-anthelmintic compounds. Two classification models obtained by using non-stochastic and stochastic 2D bilinear indices, classified correctly 86.64% and 84.66%, respectively, in the training set. Equation 1(2) correctly classified 141(135) out of 165 [85.45%(81.82%)] compounds in external validation set. Another LDA models were performed in order to get the most likely mechanism of action of anthelmin…

0301 basic medicineBiophysicsNon-stochastic and stochastic atom-based bilinear indicesBilinear interpolationLDA-based QSAR modelQuBiLs-MAS module01 natural sciencesSet (abstract data type)03 medical and health sciencesMolecular descriptorStatisticsPhysical and Theoretical ChemistryMolecular BiologySelection (genetic algorithm)MathematicsFree and open source softwareTraining setTOMOCOMD-CARDD softwareExternal validationAnthelmintic activityAtom (order theory)Computational creeningCondensed Matter PhysicsLinear discriminant analysis0104 chemical sciencesIndazole010404 medicinal & biomolecular chemistry030104 developmental biologyLead generationMolecular Physics
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Discovery of novel trichomonacidals using LDA-driven QSAR models and bond-based bilinear indices as molecular descriptors

2008

Few years ago, the World Health Organization estimated the number of adults with trichomoniasis at 170 million worldwide, more than the combined numbers for gonorrhea, syphilis, and chlamydia. To combat this sexually transmitted disease, Metronidazole (MTZ) has emerged, since 1959, as a powerful drug for the systematic treatment of infected patients. However, increasing resistance to MTZ, adverse effects associated to high-dose MTZ therapies and very expensive conventional technologies related to the development of new trichomonacidals necessitate novel computational methods that shorten the drug discovery pipeline. Therefore, bond-based bilinear indices, new 2-D bond-based TOMOCOMD-CARDD M…

Sexually transmitted diseaseVirtual screeningQuantitative structure–activity relationshipbusiness.industryDrug discoveryOrganic ChemistryBilinear interpolationComputational biologyMachine learningcomputer.software_genreLinear discriminant analysisWorld healthComputer Science ApplicationsMolecular descriptorDrug DiscoveryArtificial intelligencebusinesscomputerMathematics
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Cu2+-Induced formation of cage-like compounds containing pyrazole macrocycles

2002

The crystal structure of the complex [Cu4(H22L)2(H2O)2- (ClO4)2](ClO4)2·2H2O where L is a new pyrazole ligand containing 1,5-diaminopentane spacers represents a new form of obtaining metal ion-induced inorganic–organic cages. Escarti Alemany, Francisco, franesa@alumni.uv.es ; Latorre Saborit, Julio, Julio.Latorre@uv.es ; Garcia-España Monsonis, Enrique, Enrique.Garcia-Es@uv.es

StereochemistryUNESCO::QUÍMICACrystal structurePyrazole:QUÍMICA [UNESCO]CatalysisMetalchemistry.chemical_compoundCu2Crystal estructurePolymer chemistryMaterials ChemistryInorganic organicInorganic-organicUNESCO::QUÍMICA::Química inorgánicaMetals and AlloysGeneral ChemistryPyrazole ligands:QUÍMICA::Química inorgánica [UNESCO]Surfaces Coatings and FilmsElectronic Optical and Magnetic Materialschemistryvisual_artPyrazoleCeramics and Compositesvisual_art.visual_art_mediumPyrazole ; Crystal estructure ; Cu2 ; Inorganic-organicCageChemical Communications
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Anti-Inflammatory Activity and Cheminformatics Analysis of New Poten t 2-Substituted 1-Methyl-5-Nitroindazolinones.

2018

After the identification of the anti-inflammatory properties of VA5-13l (2-benzyl-1- methyl-5-nitroindazolinone) in previous investigations, some of its analogous compounds were designed, synthesized and evaluated in two anti-inflammatory methods: LPS-enhanced leukocyte migration assay in zebrafish; and 12-O-tetradecanoylphorbol-13-acetate (TPA)-induced mouse ear edema. The products evaluated (3, 6, 8, 9 and 10) showed the lower values of relative leukocyte migration at 30#181;M (0.14, 0.07, 0.10, 0.13 and 0.07, respectively), while in ear edema and myeloperoxidase activity methods, all the compounds reduced inflammation, only 4 and 16 yielded unsatisfactory results. The relationship linkin…

0301 basic medicineLipopolysaccharidesLeukocyte migrationIndazolesInformaticsStereochemistrymedicine.drug_classSubstituentNitric Oxide Synthase Type IINitric OxideAnti-inflammatory03 medical and health scienceschemistry.chemical_compoundStructure-Activity RelationshipDrug DiscoverymedicineMoietyStructure–activity relationshipAnimalsHumans[SDV.BBM]Life Sciences [q-bio]/Biochemistry Molecular BiologyMethyleneComputingMilieux_MISCELLANEOUSAlkylZebrafishchemistry.chemical_classificationIndazoleCyclooxygenase 2 InhibitorsDose-Response Relationship DrugMolecular StructureChemistryTumor Necrosis Factor-alphaAnti-Inflammatory Agents Non-SteroidalGeneral MedicineNitro Compounds3. Good health030104 developmental biologyCyclooxygenase 2Current topics in medicinal chemistry
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Simple dialkyl pyrazole-3,5-dicarboxylates show in vitro and in vivo activity against disease-causing trypanosomatids.

2017

SUMMARYThe synthesis and antiprotozoal activity of some simple dialkyl pyrazole-3,5-dicarboxylates (compounds 2–6) and their sodium salts (pyrazolates) (compounds 7–9) against Trypanosoma cruzi, Leishmania infantum and Leishmania braziliensis are reported. In most cases the studied compounds showed, especially against the clinically significant amastigote forms, in vitro activities higher than those of the reference drugs (benznidazole for T. cruzi and glucantime for Leishmania spp.); furthermore, the low non-specific cytotoxicities against Vero cells and macrophages shown by these compounds led to good selectivity indexes, which are 8–72 times higher for T. cruzi amastigotes and 15–113 tim…

0301 basic medicineTrypanosomamedicine.drug_classTrypanosoma cruziParasitemiaLeishmania braziliensisMicrobiology03 medical and health sciencesMiceIn vivoChlorocebus aethiopsparasitic diseasesmedicineAnimalsChagas DiseaseDicarboxylic AcidsLeishmania infantumAmastigoteTrypanosoma cruziVero CellsLeishmaniaMice Inbred BALB CbiologyMacrophagesbiology.organism_classificationLeishmaniaLeishmania braziliensisTrypanocidal Agentsantichagasic activitypyrazole030104 developmental biologyInfectious DiseasesBenznidazoleleishmanicidal activityAntiprotozoalcytotoxicityPyrazolesAnimal Science and ZoologyParasitologyFemaleLeishmania infantummedicine.drug
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In silicoAntibacterial Activity Modeling Based on the TOMOCOMD-CARDD Approach

2015

In the recent times, the race to cope with the increasing multidrug resistance of pathogenic bacteria has lost much of its momentum and health professionals are grasping for solutions to deal with the unprecedented resistance levels. As a result, there is an urgent need for a concerted effort towards the development of new antimicrobial drugs to stay ahead in the fight against the ever adapting bacteria. In the present report, antibacterial classification functions (models) based on the topological molecular computational design-computer aided >rational> drug design (TOMOCOMD-CARDD) atom-based non-stochastic and stochastic bilinear indices are presented. These models were built using the li…

Virtual screeningQuantitative structure–activity relationshipVirtual screeninglinear discriminant analysisLinear discriminant analysisQSARTOMOCOMD-CARDD softwareIn silicoDegrees of freedom (statistics)Bilinear interpolationNanotechnologyGeneral Chemistryatom-based bilinear indexvirtual screeningLinear discriminant analysisRange (mathematics)antibacterial activityAtom-based bilinear indexAntibacterial activityBiological systemAntibacterial activityMathematicsJournal of the Brazilian Chemical Society
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Selective electrochemical discrimination between dopamine and phenethylamine-derived psychotropic drugs using electrodes modified with an acyclic rec…

2010

Electrochemical discrimination between dopamine and psychotropic drugs which have in common a skeletal structure of phenethylamine, can be obtained using acyclic receptors L(1) and L(2), containing two terminal 3-alkoxy-5-nitroindazole rings. Upon attachment to graphite electrodes, L(1) and L(2) exhibit a well-defined, essentially reversible solid state electrochemistry in contact with aqueous media, based on electrolyte-assisted reduction processes involving successive cation and anion insertion/binding. As a result, a distinctive, essentially Nernstian electrochemical response is obtained for phenethylammonium ions of methamphetamine (METH), p-methoxyamphetamine (PMA), amphetamine (AMPH),…

PhenethylamineIndazolesStereochemistryDopamineMescalineElectrochemistryBiochemistryMedicinal chemistryAnalytical ChemistryMethamphetaminechemistry.chemical_compoundDopaminePhenethylaminesElectrochemistrymedicineEnvironmental ChemistryAmphetamineElectrodesSpectroscopyMescalinePsychotropic DrugsAmphetaminesMeth-Electrochemical TechniquesMethamphetamineCarbonAmphetaminechemistryAlkoxy groupmedicine.drugThe Analyst
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<strong>In Silico Repurposing, Design, Synthesis and Biological Evaluation of Bisacodyl Analogues</strong>

2018

In a recent article was described in silico repositioning, design, synthesis, biological evaluation and structure-activity relationship (SAR) of an original class of anti-inflammatory agents based on a polyaromatic pharmacophore structurally related to bisacodyl (BSL) drug used in therapeutic as laxative.

Design synthesisComputer scienceIn silicomedicineComputational biologyBisacodylPharmacophoreRepurposingmedicine.drugBiological evaluationProceedings of MOL2NET 2017, International Conference on Multidisciplinary Sciences, 3rd edition
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Hydrogen-bond-mediated self-assembly of 26-membered diaza tetraester crowns of 3,5-disubstituted 1 h -pyrazole. Dimerization study in the solid state…

2011

By using an improved synthetic method reported earlier, the cyclic stannoxanes obtained from RN-diethanolamine (R = Me, Bu) and dibutyltin oxide have been reacted with 1H-pyrazole-3,5-dicarbonyl dichloride to afford 26-membered diaza tetraester crowns (1, R = Me; 3, R = Bu) and 39-membered triaza hexaester crowns (2, R = Me; 4, R = Bu). The new structures were identified from their analytical and spectroscopic (1H and 13C NMR, FAB-MS, and/or ESI-MS) data. Both diaza tetraester crowns (1 and 3), containing two 1H-pyrazole units, self-assemble into dimeric species through the formation of four hydrogen bonds involving the two NH pyrazole groups and the two tertiary amine groups of both crowns…

Models MolecularMagnetic Resonance SpectroscopyMolecular modelTertiary amineSolid-statePyrazoleCrystallography X-RayMedicinal chemistrychemistry.chemical_compoundOrganotin CompoundsAminesDibutyltin oxideHydrogen bondOrganic ChemistryEstersHydrogen BondingCarbon-13 NMRDeuteriumCrown CompoundsSolutionschemistryCyclizationEthanolaminesMolecular ProbesSpectrometry Mass Matrix-Assisted Laser Desorption-IonizationPyrazolesChloroformSelf-assemblyDimerization
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In silico Antibacterial Activity Modeling Based on the TOMOCOMD-CARDD Approach

2021

In the recent times, the race to cope with the increasing multidrug resistance of pathogenic bacteria has lost much of its momentum and health professionals are grasping for solutions to deal with the unprecedented resistance levels. As a result, there is an urgent need for a concerted effort towards the development of new antimicrobial drugs to stay ahead in the fight against the ever adapting bacteria. In the present report, antibacterial classification functions (models) based on the topological molecular computational design-computer aided ‘‘rational’’ drug design (TOMOCOMD-CARDD) atom-based non-stochastic and stochastic bilinear indices are presented. These models were built using the …

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