RESUMO
The application of computer-aided drug discovery (CADD) approaches has enabled the discovery of new antimicrobial therapeutic agents in the past. The high prevalence of methicillin-resistantStaphylococcus aureus(MRSA) strains promoted this pathogen to a high-priority pathogen for drug development. In this sense, modern CADD techniques can be valuable tools for the search for new antimicrobial agents. We employed a combination of a series of machine learning (ML) techniques to select and evaluate potential compounds with antibacterial activity against methicillin-susceptible S. aureus (MSSA) and MRSA strains. In the present study, we describe the antibacterial activity of six compounds against MSSA and MRSA reference (American Type Culture Collection (ATCC)) strains as well as two clinical strains of MRSA. These compounds showed minimal inhibitory concentrations (MIC) in the range from 12.5 to 200 µM against the different bacterial strains evaluated. Our results constitute relevant proven ML-workflow models to distinctively screen for novel MRSA antibiotics.
Assuntos
Antibacterianos , Staphylococcus aureus Resistente à Meticilina , Antibacterianos/farmacologia , Staphylococcus aureus , Meticilina/farmacologia , Testes de Sensibilidade MicrobianaRESUMO
This study investigated the similarities between Echinodorus macrophyllus and Echinodorus grandiflorus, plant species that are traditionally used in Brazil to treat rheumatism and arthritis, whose anti-inflammatory effects are supported by scientific evidence. The contents of cis- and trans-aconitic acid, homoorientin, chicoric acid, swertisin, caffeoyl-feruloyl-tartaric acid, and di-feruloyl-tartaric acid were quantified by UPLC-DAD in various hydroethanolic extracts from the leaves, whereas their anti-oxidant activity and their effect on TNF release by LPS-stimulated THP-1 cells were assessed to evaluate potential anti-inflammatory effects. The 50% and 70% ethanol extracts showed higher concentrations of the analyzed markers in two commercial samples and a cultivated specimen of E. macrophyllus, as well as in a commercial lot of E. grandiflorus. However, distinguishing between the species based on marker concentrations was not feasible. The 50% and 70% ethanol extracts also exhibited higher biological activity, yet they did not allow differentiation between the species, indicating similar chemical composition and biological effects. Principal component analysis highlighted comparable chemical composition and biological activity among the commercial samples of E. macrophyllus, while successfully distinguishing the cultivated specimen from the commercial lots. In summary, no differences were observed between the two species in terms of the evaluated chemical markers and biological activities.
RESUMO
Paullinia cupana Kunth., commonly named Guaraná, is a plant from Brazil used as stimulant. The aim of this study was to evaluate the potential of extracts and tannins-rich and methylxanthines-free fraction from guaraná in the anti-inflammatory and antioxidant effect in vitro. Extract 1 obtained good yields of tannins and methylxanthines and was used to identify a type-A procyanidin trimer by LC-ESI-MS. Fraction 4 was rich in tannins and absent of methylxanthines. The extracts and fraction exhibited strong capacity for scavenging DPPH radical with IC50 between 5.88 and 42.75-µg/mL and inhibited TNF-α release by LPS-activated THP-1 cells when compared with control cells and did not present toxicity to THP-1 cells. The fraction 4, rich in tannins, was highly active, with IC50 5.88 µg/mL by DPPH method and inhibited TNF-α release in 83.50% at 90 µg/mL. These results reinforced potential anti-inflammatory of guaraná and data for new therapeutic approaches.
Assuntos
Antioxidantes/química , Paullinia/química , Extratos Vegetais/química , Fator de Necrose Tumoral alfa/antagonistas & inibidores , Brasil , Cafeína/química , Linhagem Celular , Cromatografia Líquida de Alta Pressão , Cromatografia de Fase Reversa , Humanos , Lipopolissacarídeos/farmacologia , Monócitos/citologia , Monócitos/efeitos dos fármacos , Monócitos/metabolismo , Paullinia/metabolismo , Extratos Vegetais/análise , Extratos Vegetais/farmacologia , Sementes/química , Sementes/metabolismo , Espectrometria de Massas por Ionização por Electrospray , Teobromina/química , Teofilina/química , Fator de Necrose Tumoral alfa/metabolismoRESUMO
ETHNOPHARMACOLOGICAL RELEVANCE: species of Terminalia (Combretaceae) are used to treat diabetes and metabolic disorders in Asia, Africa, and America. Terminalia phaeocarpa Eichler is an endemic tree from Brazil, popularly known as capitão. This species is closely related to Terminalia argentea Mart., also vulgarly known as capitão, a native but not endemic tree. Due to their phenotype similarity, these species might eventually prove inseparable and they are indistinctly used by locals to treat diabetes, among other diseases. The potential antidiabetic effect of T. argentea has been previously reported, whereas the biological effects and chemical composition of T. phaeocarpa have never been addressed so far. AIM OF THE STUDY: investigate the hypoglycaemic effect of an ethanol extract (EE) of T. phaeocarpa leaves and its ethyl acetate (FrEtOAc) and hydromethanolic (FrMEOH) fractions, in addition to their activity on the release of pro-inflammatory mediators and inhibition of lipase, α-amylase, and α-glucosidase enzymes. Additionally, it aimed to characterize the chemical composition of the extract and fractions, seeking to identify the compounds related to the biological activities. MATERIALS AND METHODS: The effect on the release of TNF-α, IL-1ß, and CCL-2 was evaluated in LPS-stimulated THP-1 cells (ATCC TIB-202). The inhibition of lipase, α-amylase, and α-glucosidase was tested in vitro, whereas the hypoglycemic effect was assayed in the oral starch tolerance test. The chemical composition was investigated by extensive UHPLC-DAD-ESI-MS/MS analyses. RESULTS: The extract and derived fractions reduced TNF-α (EE pIC50 = 4.58 ± 0.01; FrEtOAc pIC50 = 4.69 ± 0.01; FrMeOH pIC50 = 4.54 ± 0.02) and IL-1ß (EE pIC50 = 4.86 ± 0.02; FrEtOAc pIC50 = 4.86 ± 0.02; FrMeOH pIC50 = 4.75 ± 0.01) release by LPS-stimulated THP-1 cells in a concentration-dependent manner, whereas the inhibitory effect on CCL-2 release did not reach a clear linear relationship for the tested concentrations. The extract and fractions also inhibited in vitro the activity of lipase (EE pIC50 = 3.97 ± 0.12; FrEtOAc pIC50 = 3.87 ± 0.04; FrMeOH pIC50 = 3.67 ± 0.14), α-amylase (EE pIC50 = 4.46 ± 0.27; FrEtOAc pIC50 = 5.47 ± 0.27; FrMeOH pIC50 = 4.26 ± 0.22), and α-glucosidase (EE pIC50 = 5.46 ± 0.05; FrEtOAc pIC50 = 5.79 ± 0.11; FrMeOH pIC50 = 5.74 ± 0.05). The pIC50 values of the test samples were lower than those obtained with orlistat (7.59 ± 0.08) and acarbose (6.04 ± 0.37 and 7.63 ± 0.04) employed as the positive controls respectively in the lipase, α-amylase, and α-glucosidase assays. When assayed in the oral starch tolerance test, the extract and fractions also reduced animal glycaemia. UHPLC-DAD-ESI-MS/MS analyses of the extract and fractions led to the identification of 38 phenolic compounds, mainly phenolic acids, ellagitannins and flavonoids, among others, all of them first-time described for the species. CONCLUSION: Based on our findings, T. phaeocarpa has hypoglycaemic activity and polyphenols are the probable bioactive compounds, which support the ethnomedical use of the species.
Assuntos
Inibidores Enzimáticos/farmacologia , Hipoglicemiantes/farmacologia , Lipase/antagonistas & inibidores , Extratos Vegetais/farmacologia , Polifenóis/farmacologia , Terminalia/química , alfa-Amilases/antagonistas & inibidores , Animais , Glicemia/efeitos dos fármacos , Brasil , Citocinas/metabolismo , Inibidores Enzimáticos/isolamento & purificação , Inibidores Enzimáticos/uso terapêutico , Humanos , Hipoglicemiantes/uso terapêutico , Masculino , Camundongos , Extratos Vegetais/química , Extratos Vegetais/isolamento & purificação , Extratos Vegetais/uso terapêutico , Folhas de Planta/química , Polifenóis/análise , Polifenóis/isolamento & purificação , Polifenóis/uso terapêutico , Células THP-1 , alfa-Glucosidases/efeitos dos fármacos , alfa-Glucosidases/metabolismoRESUMO
Plant species from the Ficus genus are widely used as food, and in folk medicine as anti-inflammatory, antioxidant and anticancer agents, although some of these species are known to produce adverse effects. The aim of this study was to determine and compare the chemical composition as well as in vitro antioxidant and mutagenic activity of the aqueous extracts of leaves from F. adhatodifolia and F. obtusiuscula. Phytochemical screening using thin-layer chromatography identified 6 classes of secondary metabolites in the extracts. Total phenolic content was estimated by the Folin-Ciocalteau method and the phenolic profile was determined by UPLC-DAD-ESI/MS/MS. Antioxidant activities were evaluated by the DPPH radical assay and by the ß-carotene/linoleic acid system. Mutagenic activity was measured by the Salmonella typhimurium reverse mutation test with 4 strains, in both the presence and absence of metabolic activation. Flavonoids, coumarins, and tannins were detected in both extracts, and 6 major derivatives were identified as flavone compounds. Antioxidant activities were demonstrated for both extracts, while F. obtusiuscula contained higher concentrations of phenolic compounds. Mutagenic activity of the TA97 strain without metabolic activation was observed for both tested extracts, as well as the TA102 strain with metabolic activation. In addition, the extract of F. adhatodifolia was shown to be mutagenic to the TA102 strain without metabolic activation. Evidence indicates that the use of teas obtained from these two plant extracts in folk medicine may raise concerns and needs further investigation as a result of potential pro-oxidant mutagenic effects in the absence or presence of metabolic activation.
Assuntos
Antioxidantes/farmacologia , Ficus/química , Mutagênicos/farmacologia , Fenóis/farmacologia , Extratos Vegetais/farmacologia , Cromatografia Líquida de Alta Pressão , Espectroscopia de Ressonância de Spin Eletrônica , Folhas de Planta/química , Especificidade da Espécie , Espectrometria de Massas em TandemRESUMO
Paullinia cupana is a plant native to Brazil that is widely used in traditional medicine as a physical and mental stimulant. It is also used worldwide to produce soft drinks. A method for the simultaneous quantitation of seven markers in guaraná by HPLC-PDA was developed, and extraction methods for the determination of methylxanthines and tannins were investigated. Quantified substances were theobromine, theophylline, caffeine, catechin, epicatechin, procyanidins A2 and B2. Results confirmed the satisfactory selectivity and linearity (r2≥0.99) within the mass ranges. Repeatability (RSD≤2.80%), intermediate precision (RSD≤4.47%), accuracy (recoveries from 90.59%-104.67%), and robustness were demonstrated. Extract 1 presented the contents: 0.0177% (±1.02%) for theobromine, 0.0131% (±1.14%) for theophylline, 2.9429% (±1.27%) for caffeine, 0.4563% (±1.02%) for catechin, 0.5515% (±1.05%) for epicatechin, 0.0607% (±2.80%) for A2 and 0.1035% (±1.39%) for B2. The method for simultaneous quantitation of seven chemical markers in guaraná proved to be reliable using a simple and convenient HPLC setup.