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1.
J Phys Chem B ; 128(19): 4670-4684, 2024 May 16.
Article En | MEDLINE | ID: mdl-38717304

Ryanodine receptor type 1 (RyR1) is a Ca2+-release channel central to skeletal muscle excitation-contraction (EC) coupling. RyR1's cryo-EM structures reveal a zinc-finger motif positioned within the cytoplasmic C-terminal domain (CTD). Yet, owing to limitations in cryo-EM resolution, RyR1 structures lack precision in detailing the metal coordination structure, prompting the need for an accurate model. In this study, we employed molecular dynamics (MD) simulations and the density functional theory (DFT) method to refine the binding characteristics of Zn2+ in the zinc-finger site of the RyR1 channel. Our findings also highlight substantial conformational changes in simulations conducted in the absence of Zn2+. Notably, we observed a loss of contact at the interface between protein domains proximal to the zinc-finger site, indicating a crucial role of Zn2+ in maintaining structural integrity and interdomain interactions within RyR1. Furthermore, this study provides valuable insights into the modulation of ATP, Ca2+, and caffeine binding, shedding light on the intricate relationship between Zn2+ coordination and the dynamic behavior of RyR1. Our integrative approach combining MD simulations and DFT calculations enhances our understanding of the molecular mechanisms governing ligand binding in RyR1.


Molecular Dynamics Simulation , Ryanodine Receptor Calcium Release Channel , Zinc , Ryanodine Receptor Calcium Release Channel/chemistry , Ryanodine Receptor Calcium Release Channel/metabolism , Zinc/chemistry , Zinc/metabolism , Ligands , Calcium/chemistry , Calcium/metabolism , Density Functional Theory , Binding Sites , Protein Binding , Zinc Fingers , Caffeine/chemistry , Caffeine/metabolism , Adenosine Triphosphate/chemistry , Adenosine Triphosphate/metabolism , Humans
2.
Chemosphere ; 358: 142222, 2024 Jun.
Article En | MEDLINE | ID: mdl-38714249

In this study, neural networks and support vector regression (SVR) were employed to predict the degradation over three pharmaceutically active compounds (PhACs): Ibuprofen (IBP), diclofenac (DCF), and caffeine (CAF) within a stirred reactor featuring a flotation cell with two non-concentric ultraviolet lamps. A total of 438 datapoints were collected from published works and distributed into 70% training and 30% test datasets while cross-validation was utilized to assess the training reliability. The models incorporated 15 input variables concerning reaction kinetics, molecular properties, hydrodynamic information, presence of radiation, and catalytic properties. It was observed that the Support Vector Regression (SVR) presented a poor performance as the ε hyperparameter ignored large error over low concentration levels. Meanwhile, the Artificial Neural Networks (ANN) model was able to provide rough estimations on the expected degradation of the pollutants without requiring information regarding reaction rate constants. The multi-objective optimization analysis suggested a leading role due to ozone kinetic for a rapid degradation of the contaminants and most of the results required intensification with hydrogen peroxide and Fenton process. Although both models were affected by accuracy limitations, this work provided a lightweight model to evaluate different Advanced Oxidation Processes (AOPs) by providing general information regarding the process operational conditions as well as know molecular and catalytic properties.


Diclofenac , Hydrogen Peroxide , Ibuprofen , Machine Learning , Neural Networks, Computer , Diclofenac/chemistry , Hydrogen Peroxide/chemistry , Ibuprofen/chemistry , Kinetics , Water Pollutants, Chemical/chemistry , Water Pollutants, Chemical/analysis , Caffeine/chemistry , Oxidation-Reduction , Pharmaceutical Preparations/chemistry , Pharmaceutical Preparations/analysis , Ozone/chemistry , Support Vector Machine , Cost-Benefit Analysis , Ultraviolet Rays , Catalysis , Photolysis
3.
Food Chem ; 448: 139138, 2024 Aug 01.
Article En | MEDLINE | ID: mdl-38569407

Tea cream formed in hot and strong tea infusion while cooling deteriorates quality and health benefits of tea. However, the interactions among temporal contributors during dynamic formation of tea cream are still elusive. Here, by deletional recombination experiments and molecular dynamics simulation, it was found that proteins, caffeine (CAF), and phenolics played a dominant role throughout the cream formation, and the contribution of amino acids was highlighted in the early stage. Furthermore, CAF was prominent due to its extensive binding capacity and the filling complex voids property, and caffeine-theaflavins (TFs) complexation may be the core skeleton of the growing particles in black tea infusion. In addition to TFs, the unidentified phenolic oxidation-derived products (PODP) were confirmed to contribute greatly to the cream formation.


Caffeine , Camellia sinensis , Catechin , Molecular Dynamics Simulation , Tea , Tea/chemistry , Caffeine/chemistry , Caffeine/metabolism , Camellia sinensis/chemistry , Camellia sinensis/metabolism , Camellia sinensis/growth & development , Catechin/chemistry , Catechin/metabolism , Biflavonoids/chemistry , Biflavonoids/metabolism , Phenols/chemistry , Phenols/metabolism , Food Handling , Hot Temperature
4.
An Acad Bras Cienc ; 96(1): e20230067, 2024.
Article En | MEDLINE | ID: mdl-38656055

Platinum nanoparticles supported by carbon nanotubes were obtained by a simple chemical route and used for preparation of electrochemical sensor towards caffeine determination. Carbon nanotubes were used before and after an acid treatment, yielding two different materials. Morphological and structural characterization of these materials showed platinum nanoparticles (size around 12 nm) distributed randomly along carbon nanotubes. Modified electrodes were directly prepared through a dispersion of these materials. Voltammetric studies in the presence of caffeine revealed an electrocatalytic effect of platinum oxides, electrochemically produced from the chemical oxidation of the platinum nanoparticles. This behavior was explored in the development a selective method for caffeine determination based on platinum oxide reduction at a lower potential value (+0.45 V vs. Ag/AgCl). Using the best set of experimental conditions, it was shown a linear relationship for the caffeine concentration ranging from 5.0 to 25 µmol L-1 with a sensitivity of 449 nA L µmol-1. Limits of detection and quantification of 0.54 and 1.80 µmol L-1 were calculated, respectively. Recovery values for real samples of caffeine pharmaceutical formulations between 98.6% and 101.0% (n = 3) were obtained using the proposed procedure. Statistical calculations showed good concordance (95% confidence level) between the added and recovery values.


Caffeine , Electrochemical Techniques , Metal Nanoparticles , Nanotubes, Carbon , Platinum , Nanotubes, Carbon/chemistry , Caffeine/analysis , Caffeine/chemistry , Platinum/chemistry , Metal Nanoparticles/chemistry , Electrochemical Techniques/methods , Electrodes , Limit of Detection , Reproducibility of Results , Oxidation-Reduction
5.
Sci Rep ; 14(1): 4453, 2024 02 23.
Article En | MEDLINE | ID: mdl-38396007

Consumer demand for natural, chemical-free products has grown. Food industry residues, like coffee pulp, rich in caffeine, chlorogenic acid and phenolic compounds, offer potential for pharmaceutical and cosmetic applications due to their antioxidant, anti-inflammatory, and antibacterial properties. Therefore, the objective of this work was to develop a phytocosmetic only with natural products containing coffee pulp extract as active pharmaceutical ingredient with antioxidant, antimicrobial and healing activity. Eight samples from Coffea arabica and Coffea canephora Pierre were analyzed for caffeine, chlorogenic acid, phenolic compounds, tannins, flavonoids, cytotoxicity, antibacterial activity, and healing potential. The Robusta IAC-extract had the greatest prominence with 192.92 µg/mL of chlorogenic acid, 58.98 ± 2.88 mg GAE/g sample in the FRAP test, 79.53 ± 5.61 mg GAE/g sample in the test of total phenolics, was not cytotoxic, and MIC 3 mg/mL against Staphylococcus aureus. This extract was incorporated into a stable formulation and preferred by 88% of volunteers. At last, a scratch assay exhibited the formulation promoted cell migration after 24 h, therefore, increased scratch retraction. In this way, it was possible to develop a phytocosmetic with the coffee pulp that showed desirable antioxidant, antimicrobial and healing properties.


Antioxidants , Coffea , Humans , Antioxidants/pharmacology , Antioxidants/chemistry , Caffeine/pharmacology , Caffeine/chemistry , Chlorogenic Acid/pharmacology , Chlorogenic Acid/chemistry , Plant Extracts/pharmacology , Plant Extracts/chemistry , Phenols/pharmacology , Anti-Bacterial Agents/pharmacology , Coffea/chemistry
6.
Mol Pharm ; 21(3): 1479-1489, 2024 Mar 04.
Article En | MEDLINE | ID: mdl-38373877

In a competitive coformer exchange reaction, a recent topic of interest in pharmaceutical research, the coformer in a pharmaceutical cocrystal is exchanged with another coformer that is expected to form a cocrystal that is more stable. There will be a competition between coformers to form the most stable product through the formation of hydrogen bonds. This will cause destabilization of the pharmaceutical products during processing or storage. Therefore, it is important to develop a mechanistic understanding of this transformation by monitoring each and every step of the reaction, employing a technique such as 1H nuclear magnetic resonance (NMR). In this study, an in situ monitoring of a coformer exchange reaction is carried out by 1H magic angle spinning (MAS) solid-state NMR (SSNMR) at a spinning frequency of 60 kHz. The changes in caffeine maleic acid cocrystals on addition of glutaric acid and caffeine glutaric cocrystals on addition of maleic acid were monitored. In all of the reactions, it has been observed that caffeine glutaric acid Form I is formed. When glutaric acid was added to 2:1 caffeine maleic acid, the formation of metastable 1:1 caffeine glutaric acid Form I was observed at the start of the experiment, indicating that the centrifugal pressure is enough for the formation. The difference in the end product of the reactions with a similar reaction pathway of 1:1 and 2:1 reactant stoichiometry indicates that a complete replacement of maleic acid has occurred only in the 1:1 stoichiometry of the reactants. The polymorphic transition of caffeine glutaric acid Form II to Form I at higher temperatures was a crucial reason that triggered the exchange of glutaric acid with maleic acid in the reaction of caffeine glutaric acid and maleic acid. Our results are novel since the new reaction pathways in competitive coformer exchange reactions enabled understanding the remarkable role of stoichiometry, polymorphism, temperature, and centrifugal pressure.


Caffeine , Glutarates , Maleates , Caffeine/chemistry , Magnetic Resonance Spectroscopy
7.
Int J Pharm ; 653: 123859, 2024 Mar 25.
Article En | MEDLINE | ID: mdl-38307401

This study explores the innovative production of personalized bilayer tablets, integrating two advanced manufacturing techniques: Droplet Deposition Modeling (DDM) and Injection Molding (IM). Unlike traditional methods limited to customizing dense bilayer medicines, our approach uses Additive Manufacturing (AM) to effectively adjust drug release profiles. Focusing on Caffeine and Paracetamol, we found successful processing for both DDM and IM using Caffeine formulation. The high viscosity of Paracetamol formulation posed challenges during DDM processing. Integrating Paracetamol formulation for the over-molding process proved effective, demonstrating IM's versatility in handling complex formulations. Varying infill percentages in DDM tablets led to distinct porosities affecting diverse drug release profiles in DDM-fabricated tablets. In contrast, tablets with high-density structures formed through the over-molding process displayed slower and more uniform release patterns. Combining DDM and IM techniques allows for overcoming the inherent limitations of each technique independently, enabling the production of bilayer tablets with customizable drug release profiles. The study's results offer promising insights into the future of personalized medicine, suggesting new pathways for the development of customized oral dosage forms.


Acetaminophen , Caffeine , Drug Liberation , Caffeine/chemistry , Tablets/chemistry , Printing, Three-Dimensional , Technology, Pharmaceutical/methods
8.
Int J Pharm ; 647: 123520, 2023 Nov 25.
Article En | MEDLINE | ID: mdl-37858637

Hydrotropism is a convenient way to increase the solubility of drugs by up to several orders of magnitude, and even though it has been researched for decades with both experimental and simulation methods, its mechanism is still unknown. Here, we use caffeine/sodium benzoate (CAF-SB) as model system to explore the behaviour of caffeine solubility enhancement in water through NMR spectroscopy and neutron total scattering. 1H NMR shows strong interaction between caffeine and sodium benzoate in water. Neutron total scattering combined with empirical potential structure refinement, a systematic method to study the solution structure, reveals π-stacking between caffeine and the benzoate anion as well as Coulombic interactions with the sodium cation. The strongest hydrogen bond interaction in the system is between benzoate and water, which help dissolve CAF-SB complex and increase the solubility of CAF in water. Besides, the stronger interaction between CAF and water and the distortion of water structure are further mechanisms of the CAF solubility enhancement. It is likely that the variety of mechanisms for hydrotropism shown in this system can be found for other hydrotropes, and NMR spectroscopy and neutron total scattering can be used as complementary techniques to generate a holistic picture of hydrotropic solutions.


Caffeine , Sodium Benzoate , Caffeine/chemistry , Magnetic Resonance Spectroscopy , Benzoates , Water , Neutrons
9.
Int J Mol Sci ; 24(17)2023 Aug 22.
Article En | MEDLINE | ID: mdl-37685879

Numerous basic studies have reported on the neuroprotective properties of several purine derivatives such as caffeine and uric acid (UA). Epidemiological studies have also shown the inverse association of appropriate caffeine intake or serum urate levels with neurodegenerative diseases such as Alzheimer disease (AD) and Parkinson's disease (PD). The well-established neuroprotective mechanisms of caffeine and UA involve adenosine A2A receptor antagonism and antioxidant activity, respectively. Our recent study found that another purine derivative, paraxanthine, has neuroprotective effects similar to those of caffeine and UA. These purine derivatives can promote neuronal cysteine uptake through excitatory amino acid carrier protein 1 (EAAC1) to increase neuronal glutathione (GSH) levels in the brain. This review summarizes the GSH-mediated neuroprotective effects of purine derivatives. Considering the fact that GSH depletion is a manifestation in the brains of AD and PD patients, administration of purine derivatives may be a new therapeutic approach to prevent or delay the onset of these neurodegenerative diseases.


Alzheimer Disease , Glutathione , Neuroprotection , Neuroprotective Agents , Parkinson Disease , Purines , Humans , Adenosine A2 Receptor Antagonists/chemistry , Adenosine A2 Receptor Antagonists/pharmacology , Adenosine A2 Receptor Antagonists/therapeutic use , Alzheimer Disease/drug therapy , Alzheimer Disease/prevention & control , Brain/metabolism , Cysteine/metabolism , Excitatory Amino Acid Transporter 3/metabolism , Glutathione/metabolism , Neuroprotective Agents/chemistry , Neuroprotective Agents/pharmacology , Neuroprotective Agents/therapeutic use , Parkinson Disease/drug therapy , Parkinson Disease/prevention & control , Purines/chemistry , Purines/pharmacology , Purines/therapeutic use , Receptor, Adenosine A2A , Theophylline/chemistry , Theophylline/pharmacology , Theophylline/therapeutic use , Uric Acid/blood , Caffeine/chemistry , Caffeine/pharmacology , Caffeine/therapeutic use
10.
Phytother Res ; 37(12): 5558-5598, 2023 Dec.
Article En | MEDLINE | ID: mdl-37679309

Caffeine, which shares consubstantial structural similarity with purine adenosine, has been demonstrated as a nonselective adenosine receptor antagonist for eliciting most of the biological functions at physiologically relevant dosages. Accumulating evidence supports caffeine's beneficial effects against different disorders, such as total cardiovascular diseases and type 2 diabetes. Conversely, paradoxical effects are also linked to caffeine ingestion in humans including hypertension-hypotension and tachycardia-bradycardia. These observations suggest the association of caffeine action with its ingested concentration and/or concurrent interaction with preferential molecular targets to direct explicit events in the human body. Thus, a coherent analysis of the functional targets of caffeine, relevant to normal physiology, and disease pathophysiology, is required to understand the pharmacology of caffeine. This review provides a broad overview of the experimentally validated targets of caffeine, particularly those of therapeutic interest, and the impacts of caffeine on organ-specific physiology and pathophysiology. Overall, the available empirical and epidemiological evidence supports the dose-dependent functional activities of caffeine and advocates for further studies to get insights into the caffeine-induced changes under specific conditions, such as asthma, DNA repair, and cancer, in view of its therapeutic applications.


Cardiovascular Diseases , Diabetes Mellitus, Type 2 , Hypertension , Humans , Caffeine/pharmacology , Caffeine/chemistry , Hypertension/drug therapy
11.
J Food Sci ; 88(10): 4068-4078, 2023 Oct.
Article En | MEDLINE | ID: mdl-37623917

Colloidal nanoparticles in tea infusion are the link connecting micromolecular mechanism and macro-aggregation process of tea cream formation. In order to elucidate, the kinetics mechanism of green tea nanoparticles (gTNPs) aggregation, zeta-potentials, total average aggregation (TAA) rates, and critical coagulation concentration (CCC) in the presence of various pH and metal ions were investigated. Additionally, the effect of temperature on gTNPs aggregation was further explored. The results revealed that the TAA rate of gTNPs increased with decreasing pH values, the CCC of gTNPs increased in the order Mg2+  ≈ Ca2+  < Na+  ≈ K+ . The reason was that different positive ions changed the surface electric field strength of gTNPs to a different extent. Furthermore, it was indicated that low temperature could promote gTNPs aggregation in indirect way. Low temperature promoted the binding of epigallocatechin gallate (EGCG) and caffeine, and the combination between gTNPs and EGCG-caffeine complexes weakened the stability of gTNPs resulting from reduction in electrostatic repulsion. PRACTICAL APPLICATION: Tea is a popular beverage all over the world. This research revealed the mechanism of green tea nanoparticles aggregation and laid a theoretical foundation for the regulation of tea cream formation in tea beverage.


Catechin , Nanoparticles , Tea/chemistry , Caffeine/chemistry , Temperature , Metals , Ions , Nanoparticles/chemistry , Catechin/chemistry , Hydrogen-Ion Concentration
12.
J Dairy Sci ; 106(12): 8249-8261, 2023 Dec.
Article En | MEDLINE | ID: mdl-37641325

The majority of bioactive substances in the human diet come from polyphenols. Here, we use spectroscopy, molecular docking, molecular dynamics simulations, and in vitro digestion to look at the relationship between caffeine (CAF) and bovine lactoferrin (BLF). The correlation analysis of the CAF-BLF fluorescence quenching process revealed that the reaction was spontaneous and that the CAF-BLF fluorescence quenching process may have been static. The predominant intrinsic binding forces were hydrogen bonds and van der Waals forces, which were also supported by molecular docking and molecular dynamics simulations. Through Fourier infrared and circular dichroism spectroscopy experiments, it was found that CAF changed the secondary structure of BLF and might bind to the hydrophobic amino acids of BLF. Compared with BLF, CAF-BLF showed inhibitory effects on digestion in simulated in vitro digestion. It will be helpful to better understand the interaction between CAF and BLF and provide the basis for the development of innovative dairy products.


Caffeine , Lactoferrin , Caffeine/chemistry , Caffeine/metabolism , Lactoferrin/chemistry , Lactoferrin/metabolism , Molecular Docking Simulation , Cattle , In Vitro Techniques , Digestion , Animals , Humans , Spectroscopy, Fourier Transform Infrared , Circular Dichroism , Molecular Dynamics Simulation , Dairy Products
13.
J Biol Chem ; 299(9): 105117, 2023 09.
Article En | MEDLINE | ID: mdl-37524132

Human cytochrome P450 3A4 (CYP3A4) is a major drug-metabolizing enzyme that shows extreme substrate promiscuity. Moreover, its large and malleable active site can simultaneously accommodate several substrate molecules of the same or different nature, which may lead to cooperative binding and allosteric behavior. Due to difficulty of crystallization of CYP3A4-substrate complexes, it remains unknown how multiple substrates can arrange in the active site. We determined crystal structures of CYP3A4 bound to three and six molecules of caffeine, a psychoactive alkaloid serving as a substrate and modulator of CYP3A4. In the ternary complex, one caffeine binds to the active site suitably for C8-hydroxylation, most preferable for CYP3A4. In the senary complex, three caffeine molecules stack parallel to the heme with the proximal ligand poised for 3-N-demethylation. However, the caffeine stack forms extensive hydrophobic interactions that could preclude product dissociation and multiple turnovers. In both complexes, caffeine is also bound in the substrate channel and on the outer surface known as a peripheral site. At all sites, aromatic stacking with the caffeine ring(s) is likely a dominant interaction, while direct and water-mediated polar contacts provide additional stabilization for the substrate-bound complexes. Protein-ligand interactions via the active site R212, intrachannel T224, and peripheral F219 were experimentally confirmed, and the latter two residues were identified as important for caffeine association. Collectively, the structural, spectral, and mutagenesis data provide valuable insights on the ligand binding mechanism and help better understand how purine-based pharmaceuticals and other aromatic compounds could interact with CYP3A4 and mediate drug-drug interactions.


Caffeine , Cytochrome P-450 CYP3A , Humans , Binding Sites , Caffeine/chemistry , Caffeine/metabolism , Catalytic Domain , Cytochrome P-450 CYP3A/chemistry , Cytochrome P-450 CYP3A/genetics , Cytochrome P-450 CYP3A/metabolism , Ligands , Substrate Specificity , Protein Binding , Allosteric Regulation , Crystallography, X-Ray , Crystallization , Demethylation , Heme/metabolism , Hydrophobic and Hydrophilic Interactions , Mutation
14.
Biochemistry ; 62(15): 2280-2288, 2023 08 01.
Article En | MEDLINE | ID: mdl-37433121

The classical DNA aptamer for adenosine and ATP was selected twice using ATP as the target in 1995 and 2005, respectively. In 2022, this motif appeared four more times from selections using adenosine, ATP, theophylline, and caffeine as targets, suggesting that this aptamer can also bind methylxanthines. In this work, using thioflavin T fluorescence spectroscopy, this classical DNA aptamer showed Kd values for adenosine, theophylline, and caffeine of 9.5, 101, and 131 µM, respectively, and similar Kd values were obtained using isothermal titration calorimetry. Binding to the methylxanthines was also observed for the newly selected Ade1301 aptamer but not for the Ade1304 aptamer. The RNA aptamer for ATP also had no binding to the methylxanthines. Molecular dynamics simulations were performed using the classical DNA and RNA aptamers based on their NMR structures, and the simulation results were consistent with the experimental observations, explaining the selectivity profiles. This study suggests that a broader range of target analogues need to be tested for aptamers. For the detection of adenosine and ATP, the Ade1304 aptamer is a better choice due to its better selectivity.


Aptamers, Nucleotide , Theophylline , Caffeine/chemistry , Adenosine , Aptamers, Nucleotide/chemistry , Adenosine Triphosphate
15.
Int J Pharm ; 642: 123132, 2023 Jul 25.
Article En | MEDLINE | ID: mdl-37315638

Through 3D printing (3DP), many parameters of solid oral dosage forms can be customised, allowing for truly personalised medicine in a way that traditional pharmaceutical manufacturing would struggle to achieve. One of the many options for customisation involves dose titration, allowing for gradual weaning of a medication at dose intervals smaller than what is available commercially. In this study we demonstrate the high accuracy and precision of 3DP dose titration of caffeine, selected due to its global prevalence as a behavioural drug and well-known titration-dependent adverse reactions in humans. This was achieved using a simple filament base of polyvinyl alcohol, glycerol, and starch, utilising hot melt extrusion coupled with fused deposition modelling 3DP. Tablets containing 25 mg, 50 mg, and 100 mg doses of caffeine were successfully printed with drug content in the accepted range prescribed for conventional tablets (90 - 110%), and excellent precision whereby the weights of all doses showed a relative standard deviation of no more than 3%. Importantly, these results proved 3D printed tablets to be far superior to splitting a commercially available caffeine tablet. Additional assessment of filament and tablet samples were reviewed by differential scanning calorimetry, thermogravimetric analysis, HPLC, and scanning electron microscopy, showing no evidence of degradation of caffeine or the raw materials, with smooth and consistent filament extrusion. Upon dissolution, all tablets achieved greater than 70% release between 50 and 60 min, showing a predictable rapid release profile regardless of dose. The outcomes of this study highlight the benefits that dose titration with 3DP can offer, especially to more commonly prescribed medications that can have even more harmful withdrawal-induced adverse reactions.


Caffeine , Polyvinyl Alcohol , Humans , Caffeine/chemistry , Tablets/chemistry , Polyvinyl Alcohol/chemistry , Hot Melt Extrusion Technology , Printing, Three-Dimensional , Drug Liberation , Technology, Pharmaceutical/methods
16.
J Chem Inf Model ; 63(10): 3138-3149, 2023 05 22.
Article En | MEDLINE | ID: mdl-37155356

We used a range of computational techniques to assess the effect of selective C-H deuteration on the antagonist istradefylline affinity for the adenosine A2A receptor, which was discussed relative to its structural analogue caffeine, a well-known and likely the most widely used stimulant. The obtained results revealed that smaller caffeine shows high receptor flexibility and exchanges between two distinct poses, which agrees with crystallographic data. In contrast, the additional C8-trans-styryl fragment in istradefylline locks the ligand within a uniform binding pose, while contributing to the affinity through the C-H···π and π···π contacts with surface residues, which, together with its much lower hydration prior to binding, enhances the affinity over caffeine. In addition, the aromatic C8-unit shows a higher deuteration sensitivity over the xanthine part, so when both of its methoxy groups are d6-deuterated, the affinity improvement is -0.4 kcal mol-1, which surpasses the overall affinity gain of -0.3 kcal mol-1 in the perdeuterated d9-caffeine. Yet, the latter predicts around 1.7-fold potency increase, being relevant for its pharmaceutical implementations, and also those within the coffee and energy drink production industries. Still, the full potential of our strategy is achieved in polydeuterated d19-istradefylline, whose A2A affinity improves by -0.6 kcal mol-1, signifying a 2.8-fold potency increase that strongly promotes it as a potential synthetic target. This knowledge supports deuterium application in drug design, and while the literature already reports about over 20 deuterated drugs currently in the clinical development, it is easily foreseen that more examples will hit the market in the years to come. With this in mind, we propose that the devised computational methodology, involving the ONIOM division of the QM region for the ligand and the MM region for its environment, with an implicit quantization of nuclear motions relevant for the H/D exchange, allows fast and efficient estimates of the binding isotope effects in any biological system.


Caffeine , Receptor, Adenosine A2A , Caffeine/pharmacology , Caffeine/chemistry , Ligands , Receptor, Adenosine A2A/metabolism , Adenosine , Adenosine A2 Receptor Antagonists/pharmacology , Adenosine A2 Receptor Antagonists/chemistry
17.
Mol Pharm ; 20(4): 1942-1950, 2023 04 03.
Article En | MEDLINE | ID: mdl-36942815

Co-crystal design is a convenient way to remedy the poor biopharmaceutical properties of drugs. Most studies focus on experimental co-crystal screening or computational prediction, but hardly any work has been done toward fast, efficient, and reliable prediction of solution crystallization for co-crystal formation. Here, we study the caffeine-benzoic acid co-crystal system, due to its reported difficulty to crystallize from the solution phase. With this work, we investigate whether there is a link between prenucleation aggregation in solution and co-crystal formation and how to harness this for crystallization prediction. 1H and 13C NMR spectroscopy is used to study the prenucleation interaction between caffeine and benzoic acid in methanol, acetone, and acetonitrile as examples of common solvents. In this system, crystallization from methanol leads to no co-crystallization, from acetone to concomitant crystallization of co-crystal and caffeine, and from acetonitrile to pure co-crystal formation from solution. Strong heteromeric dimers were found to exist in all three solvents. Ternary phase diagrams were defined and a solution-accessible co-crystal region was found for all solvents. For this system, the prenucleation clusters found in solution could be linked to the crystallization of the co-crystal. Crystallization from DMSO did not yield the co-crystal and there were no detectable prenucleation aggregates. NMR spectroscopy to probe dimers in solution can thus be used as a fast, reliable, and promising tool to predict co-crystallization from specific solvents and to screen for suitable solvents for manufacturing and scale-up.


Caffeine , Methanol , Methanol/chemistry , Crystallization/methods , Caffeine/chemistry , Acetone , Benzoic Acid , Solvents/chemistry , Acetonitriles , Solutions
18.
Int J Cosmet Sci ; 45(3): 329-344, 2023 Jun.
Article En | MEDLINE | ID: mdl-36651699

OBJECTIVE: Increasing consumer demand for natural and environmentally friendly products is driving the cosmetic industry to seek greener and safer processes. High-frequency ultrasound technology (HFUT) stabilizes emulsions without adding emulsifying surfactants (ES). In this work, the formulation characteristics of an HFUT-treated emulsion and a Reference emulsion were compared for both caffeine and α-tocopherol. METHODS: A comparison was made between ES-free emulsions and the Reference emulsions based on droplet size, viscosity, pH and rheology behaviour for both active cosmetic ingredients. The permeation of caffeine and the skin retention of α -tocopherol were studied in vitro using Franz diffusion cells on human skin biopsies, considered the gold standard for permeation assays. RESULTS: The formulations developed were stable and showed suitable droplet size distribution. In the case of ES-free emulsions, the average droplet size was inferior to 1.5 µm regardless of the polarity of the active. All formulations presented a shear-thinning pseudoplastic behaviour, an attribute usually desired for cosmetic products. The skin permeation studies showed that in the case of caffeine (model hydrophilic molecule), the ES-free emulsion presented a delivery capacity similar to that of the Reference emulsion. However, for α-tocopherol (highly lipophilic model molecule), differences were observed in the distribution of the active in the stratum corneum with an advantage for the Reference emulsion, probably due to the impact of surfactants on the SC lipids. CONCLUSION: This work demonstrates that HFUT is a reliable tool that is able to prepare stable ES-free emulsions loaded with hydrophilic or lipophilic active ingredients. Skin permeation studies confirm that the emulsions produced by HFUT promote the delivery of the actives to the human skin. In the case of α-tocopherol, the delivery efficiency was lower than with the Reference emulsion, especially in the SC layers, due to the absence of surfactants. Nevertheless, the ES-free emulsion still represents a good compromise between efficacy and the need for green cosmetics in the market.


OBJECTIF: La demande croissante des consommateurs pour des produits naturels et respectueux de l'environnement encourage l'industrie cosmétique à développer des procédés plus écologiques et plus sûrs. La technologie des ultrasons à haute fréquence (HFUT) permet de stabilizer les émulsions sans ajouter de tensioactifs émulsionnants (ES). Dans ce travail, les caractéristiques d'une émulsion traitée par HFUT et d'une émulsion de référence ont été comparées. La caféine et l'α-tocophérol ont été utilisés comme actifs modèles. MÉTHODES: Les émulsions sans ES et les émulsions de référence on été comparées en termes de taille des gouttelettes, de viscosité, de pH et de comportement rhéologique pour les deux actifs. La perméation de la caféine et la rétention cutanée de l'α-tocophérol ont été étudiées in vitro sur des biopsies de peau humaine, en utilisant des cellules de diffusion de Franz, le 'gold standard' des tests de perméation. RÉSULTATS: Les formulations développées sont stables et présentent une distribution appropriée de la taille des gouttelettes. La taille moyenne des gouttelettes des émulsions sans ES est inférieure à 1.5 µm, quelle que soit la polarité de l'actif. Toutes les formulations présentent un comportement rhéofluidifiant adapté à un usage cosmétique. Les études de perméation cutanée montrent que l'émulsion sans ES contenant de la caféine (molécule modèle hydrophile) présente une capacité de délivrance similaire à celle de l'émulsion de référence. Dans le cas de l'α-tocophérol (molécule modèle lipophile), des différences ont été observées dans la distribution de l'actif dans le stratum corneum (SC) avec un avantage pour l'émulsion de référence, probablement lié à l'interaction entre les tensioactifs et les lipides du SC. CONCLUSION: Ce travail démontre que le traitement par HFUT permet de préparer des émulsions stables sans ES, quelle que soit la polarité des actifs cosmétiques à véhiculer. Les études de perméation cutanée confirment que les émulsions produites par HFUT permettent la diffusion cutanée des actifs dans la peau humaine. Même si dans le cas de l'α-tocophérol la quantité accumulée était plus faible, l'émulsion traitée par HFUT propose un bon compromis entre efficacité et éco-responsabilité.


Cosmetics , Skin Absorption , Humans , Emulsions/chemistry , alpha-Tocopherol , Caffeine/chemistry , Skin/metabolism , Emulsifying Agents , Cosmetics/chemistry , Surface-Active Agents
19.
Int J Pharm ; 632: 122574, 2023 Feb 05.
Article En | MEDLINE | ID: mdl-36603670

3D printed LEGO®-like designs are an attractive approach for the development of compartmental delivery systems due to their potential for dose personalisation through the customisation of drug release profiles. Additive manufacturing technologies such as Fused Deposition Modelling (FDM) are ideal for the printing of structures with complex geometries and various sizes. This study is a paradigm for the fabrication of 3D printed LEGO® -like tablets by altering the design of the modular units and the filament composition for the delivery of different drug substances. By using a combination of placebo and drug loaded compartments comprising of immediate release (hydroxypropyl cellulose) and pH dependant polymers (hypromellose acetate succinate) we were able to customise the release kinetics of melatonin and caffeine that can potentially be used for the treatment of sleep disorders. The LEGO® -like compartments were designed to achieve immediate release of melatonin followed by variable lag times and controlled release of caffeine.


Melatonin , Sleep Wake Disorders , Humans , Caffeine/chemistry , Printing, Three-Dimensional , Tablets/chemistry , Drug Liberation , Technology, Pharmaceutical
20.
J Food Sci ; 88(S1): 122-129, 2023 Mar.
Article En | MEDLINE | ID: mdl-36377620

The bulk vegetable oil-water partition coefficient of caffeine and quinine was determined by a shake-flask method as log Kow  = -1.32 and 2.97. These values were consistent with the effect of oil concentration on the distribution of the bitterants in an oil-in-water emulsion (0-2 and 0-20 wt% oil stabilized with 0.125 and 1 wt% whey protein isolate, respectively). For example, in a 20% o/w emulsion, approximately 90% of the total caffeine remained in the aqueous phase, whereas in a 2% o/w emulsion, only ∼20% of the quinine remained in the aqueous phase. The intensity of the bitter taste of caffeine and quinine in emulsions was assessed by a large cohort (n = 100) of untrained participants. An increase in fat in the emulsions (from 0.5 wt% to 2 wt% oil emulsions stabilized with 0.125 wt% whey protein isolate) caused a significant decrease in perceived bitterness that was accompanied by a decrease in the aqueous concentration of the hydrophobic bitterant quinine Specifically, the bitterness of quinine was reduced ∼13% in the o/w emulsion with more fat, and this drop paralleled a drop in the aqueous concentration and was generally consistent with aqueous dose-response functions published elsewhere. For the hydrophilic bitterant caffeine, there was no significant change in the perceived bitterness or aqueous concentration with changing oil concentration. We conclude that the perceived bitterness of a hydrophobic bitterant like quinine in an emulsion depends on the aqueous concentration rather than the overall concentration.


Caffeine , Taste , Humans , Caffeine/chemistry , Quinine , Emulsions/chemistry , Whey Proteins/pharmacology , Water/chemistry
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