ABSTRACT
Losartan potassium salt (LSR) is a well-known antihypertensive drug with proven beneficial effects on human health. Its formulation with the non-toxic 2-hydroxypropyl-ß-cyclodextrin (2-HP-ß-CD) could improve its pharmacological profile. Thus, its molecular interactions are studied using a combination of Differential Scanning Calorimetry (DSC), Nuclear Magnetic Resonance (NMR) and Molecular Dynamics (MD). First, its complexation is shown through Differential Scanning Calorimetry as lyophilization provided distinct thermal properties in comparison to the mixture. The complexation is further proved by utilizing the chemical shift changes in the complexation and T1 values. Furthermore, the reversible favorable complexation was shown by MD calculations. Such physical chemical properties provide evidence that this formulation must be further explored through biological experiments.
Subject(s)
Antihypertensive Agents , Losartan , 2-Hydroxypropyl-beta-cyclodextrin/chemistry , Antihypertensive Agents/chemistry , Antihypertensive Agents/pharmacology , Calorimetry, Differential Scanning , Freeze Drying , Humans , Hypromellose Derivatives , Losartan/chemistry , Losartan/pharmacology , SolubilityABSTRACT
The corticotropin-releasing factor (CRF) and its CRF1 receptor (CRF1R) play a central role in the maintenance of homeostasis. Malfunctioning of the CRF/CRF1R unit is associated with several disorders, such as anxiety and depression. Non-peptide CRF1R-selective antagonists have been shown to exert anxiolytic and antidepressant effects on experimental animals. However, none of them is in clinical use today because of several side effects, thus demonstrating the need for the development of other more suitable CRF1R antagonists. In an effort to develop novel CRF1R antagonists we designed, synthesized and chemically characterized two tripeptide analogues of CRF, namely (R)-LMI and (S)-LMI, having their Leu either in R (or D) or in S (or L) configuration, respectively. Their design was based on the crystal structure of the N-extracellular domain (N-domain) of CRF1R/CRF complex, using a relevant array of computational methods. Experimental evaluation of the stability of synthetic peptides in human plasma has revealed that (R)-LMI is proteolytically more stable than (S)-LMI. Based on this finding, (R)-LMI was selected for pharmacological characterization. We have found that (R)-LMI is a CRF antagonist, inhibiting (1) the CRF-stimulated accumulation of cAMP in HEK 293 cells expressing the CRF1R, (2) the production of interleukins by adipocytes and (3) the proliferation rate of RAW 264.7 cells. (R)-LMI likely blocked agonist actions by interacting with the N-domain of CRF1R as suggested by data using a constitutively active chimera of CRF1R. We propose that (R)-LMI can be used as an optimal lead compound in the rational design of novel CRF antagonists.
Subject(s)
Cyclic AMP/metabolism , Drug Discovery , Oligopeptides/chemistry , Oligopeptides/pharmacology , Receptors, Corticotropin-Releasing Hormone/antagonists & inhibitors , Adipocytes/cytology , Adipocytes/drug effects , Adipocytes/metabolism , Animals , Cell Proliferation , HEK293 Cells , Humans , Mice , Protein Domains , RAW 264.7 CellsABSTRACT
Renin-angiotensin aldosterone system inhibitors are for a long time extensively used for the treatment of cardiovascular and renal diseases. AT1 receptor blockers (ARBs or sartans) act as antihypertensive drugs by blocking the octapeptide hormone Angiotensin II to stimulate AT1 receptors. The antihypertensive drug candesartan (CAN) is the active metabolite of candesartan cilexetil (Atacand, CC). Complexes of candesartan and candesartan cilexetil with 2-hydroxylpropyl-ß-cyclodextrin (2-HP-ß-CD) were characterized using high-resolution electrospray ionization mass spectrometry and solid state 13C cross-polarization/magic angle spinning nuclear magnetic resonance (CP/MAS NMR) spectroscopy. The 13C CP/MAS results showed broad peaks especially in the aromatic region, thus confirming the strong interactions between cyclodextrin and drugs. This experimental evidence was in accordance with molecular dynamics simulations and quantum mechanical calculations. The synthesized and characterized complexes were evaluated biologically in vitro. It was shown that as a result of CAN's complexation, CAN exerts higher antagonistic activity than CC. Therefore, a formulation of CC with 2-HP-ß-CD is not indicated, while the formulation with CAN is promising and needs further investigation. This intriguing result is justified by the binding free energy calculations, which predicted efficient CC binding to 2-HP-ß-CD, and thus, the molecule's availability for release and action on the target is diminished. In contrast, CAN binding was not favored, and this may allow easy release for the drug to exert its bioactivity.
Subject(s)
2-Hydroxypropyl-beta-cyclodextrin/chemistry , Angiotensin II Type 1 Receptor Blockers/chemistry , Benzimidazoles/chemistry , Biphenyl Compounds/chemistry , Drug Compounding/methods , Prodrugs/chemistry , Tetrazoles/chemistry , Adaptor Proteins, Signal Transducing/chemistry , Benzimidazoles/chemical synthesis , Carbon-13 Magnetic Resonance Spectroscopy , HEK293 Cells , Humans , Hydrogen Bonding , Molecular Conformation , Molecular Dynamics Simulation , Renin-Angiotensin System , Spectrometry, Fluorescence , Spectrometry, Mass, Electrospray Ionization , Tetrazoles/chemical synthesisABSTRACT
We present an in silico drug discovery pipeline developed and applied for the identification and virtual screening of small-molecule Protein-Protein Interaction (PPI) compounds that act as dual inhibitors of TNF and RANKL through the trimerization interface. The cheminformatics part of the pipeline was developed by combining structure-based with ligand-based modeling using the largest available set of known TNF inhibitors in the literature (2481 small molecules). To facilitate virtual screening, the consensus predictive model was made freely available at: http://enalos.insilicotox.com/TNFPubChem/. We thus generated a priority list of nine small molecules as candidates for direct TNF function inhibition. In vitro evaluation of these compounds led to the selection of two small molecules that act as potent direct inhibitors of TNF function, with IC50 values comparable to those of a previously-described direct inhibitor (SPD304), but with significantly reduced toxicity. These molecules were also identified as RANKL inhibitors and validated in vitro with respect to this second functionality. Direct binding of the two compounds was confirmed both for TNF and RANKL, as well as their ability to inhibit the biologically-active trimer forms. Molecular dynamics calculations were also carried out for the two small molecules in each protein to offer additional insight into the interactions that govern TNF and RANKL complex formation. To our knowledge, these compounds, namely T8 and T23, constitute the second and third published examples of dual small-molecule direct function inhibitors of TNF and RANKL, and could serve as lead compounds for the development of novel treatments for inflammatory and autoimmune diseases.
Subject(s)
Drug Discovery/methods , Protein Interaction Domains and Motifs/drug effects , RANK Ligand/antagonists & inhibitors , RANK Ligand/metabolism , Tumor Necrosis Factor-alpha/antagonists & inhibitors , Tumor Necrosis Factor-alpha/metabolism , Animals , Anti-Inflammatory Agents/metabolism , Anti-Inflammatory Agents/pharmacology , Bone Marrow Cells , Cell Line , Cell Survival/drug effects , Cells, Cultured , Computer Simulation , Humans , Ligands , MiceABSTRACT
BACKGROUND/AIMS: There is no treatment, without side effects, efficiently preventing or curing skin burns, caused by radiotherapy. A new experimental topical treatment protocol was assessed in mice receiving orthovoltage X-rays at an equivalent dose to that applied to human breast cancer patients in conventional radiotherapy. METHODS: SKH-HR2 female hairless mice were irradiated on their dorsum with a total dose of 4,300 cGy during a 1-month period (20 fractions). The treatment group received a combination of 3 topical products, an oil-in-water cream, a gel containing Pinus halepensis bark aqueous extract, and an ointment containing olive oil extract of the marine isopod Ceratothoa oestroides. The positive control group was treated with a conventionally used commercial gel, whereas the negative control group did not receive any topical treatment. Skin alterations were evaluated by macroscopic examinations, measurements of transepidermal water loss (TEWL), melanin content, erythema intensity, hydration, and histopathology assessment. RESULTS: Sixty days after radiation, TEWL and hydration values were abnormal and elements of acute, chronic, and granulomatous inflammation were present in all cases. The severest damage was detected in the deeper dermis. Treatment showed a comparatively beneficial effect on chronic and granulomatous inflammation while positive control was beneficial on acute inflammation. CONCLUSION: Skin anti-inflammatory treatment was the most effective but must be applied for several months. Further preclinical studies should be conducted, assimilating a human cancer radiation therapeutic schema with the aim of optimizing skin inflammation treatment.
Subject(s)
Anti-Inflammatory Agents/administration & dosage , Dermatologic Agents/administration & dosage , Radiation Injuries/drug therapy , Skin/drug effects , Administration, Cutaneous , Animals , Anti-Inflammatory Agents/chemistry , Anti-Inflammatory Agents/pharmacology , Dermatologic Agents/chemistry , Dermatologic Agents/pharmacology , Female , Gels , Isopoda/metabolism , Mice , Mice, Hairless , Ointments , Olive Oil/chemistry , Pinus/chemistry , Plant Extracts/pharmacology , Radiation Injuries/pathology , Skin/pathology , Skin/radiation effects , Skin Cream , Water Loss, Insensible , X-Rays/adverse effectsABSTRACT
The particular properties of nanomaterials have led to their rapidly increasing use in diverse fields of application. However, safety assessment is not keeping pace and there are still gaps in the understanding of their hazards. Computational models predicting nanotoxicity, such as (quantitative) structure-activity relationships ((Q)SARs), can contribute to safety evaluation, in line with general efforts to apply alternative methods in chemical risk assessment. Their development is highly dependent on the availability of reliable and high quality experimental data, both regarding the compounds' properties as well as the measured toxic effects. In particular, "nano-QSARs" should take the nano-specific characteristics into account. The information compiled needs to be well organized, quality controlled and standardized. Integrating the data in an overarching, structured data collection aims to (a) organize the data in a way to support modelling, (b) make (meta)data necessary for modelling available, and (c) add value by making a comparison between data from different sources possible.Based on the available data, specific descriptors can be derived to parameterize the nanomaterial-specific structure and physico-chemical properties appropriately. Furthermore, the interactions between nanoparticles and biological systems as well as small molecules, which can lead to modifications of the structure of the active nanoparticles, need to be described and taken into account in the development of models to predict the biological activity and toxicity of nanoparticles. The EU NanoPUZZLES project was part of a global cooperative effort to advance data availability and modelling approaches supporting the characterization and evaluation of nanomaterials.
Subject(s)
Nanoparticles/adverse effects , Nanoparticles/chemistry , Computer Simulation , Humans , Nanostructures/adverse effects , Nanostructures/chemistry , Quantitative Structure-Activity Relationship , Risk AssessmentABSTRACT
Inhibition of group IIA secreted phospholipase A2 (GIIA sPLA2) has been an important objective for medicinal chemists. We have previously shown that inhibitors incorporating the 2-oxoamide functionality may inhibit human and mouse GIIA sPLA2s. Herein, the development of new potent inhibitors by molecular docking calculations using the structure of the known inhibitor 7 as scaffold, are described. Synthesis and biological evaluation of the new compounds revealed that the long chain 2-oxoamide based on (S)-valine GK241 led to improved activity (IC50=143 nM and 68 nM against human and mouse GIIA sPLA2, respectively). In addition, molecular dynamics simulations were employed to shed light on GK241 potent and selective inhibitory activity.
Subject(s)
Group II Phospholipases A2/antagonists & inhibitors , Group II Phospholipases A2/metabolism , Molecular Docking Simulation , Molecular Dynamics Simulation , Phospholipase A2 Inhibitors/pharmacology , Pyridines/pharmacology , Animals , Dose-Response Relationship, Drug , Humans , Kinetics , Mice , Molecular Structure , Phospholipase A2 Inhibitors/chemical synthesis , Phospholipase A2 Inhibitors/chemistry , Pyridines/chemical synthesis , Pyridines/chemistry , Structure-Activity RelationshipABSTRACT
It has been reported that beta amyloid induces production of radical oxygen species and oxidative stress in neuronal cells, which in turn upregulates ß-secretase (BACE-1) expression and beta amyloid levels, thereby propagating oxidative stress and increasing neuronal injury. A series of resveratrol derivatives, known to be inhibitors of oxidative stress-induced neuronal cell death (oxytosis) were biologically evaluated against BACE-1 using homogeneous time-resolved fluorescence (TRF) assay. Correlation between oxytosis inhibitory and BACE-1 inhibitory activity of resveratrol derivatives was statistically significant, supporting the notion that BACE-1 may act as pivotal mediator of neuronal cell oxytosis. Four of the biologically evaluated resveratrol analogs demonstrated considerably higher activity than resveratrol in either assay. The discovery of some "hits" led us to initiate detailed docking studies associated with Molecular Dynamics in order to provide a plausible explanation for the experimental results and understand their molecular basis of action.
Subject(s)
Alzheimer Disease/drug therapy , Amyloid Precursor Protein Secretases/antagonists & inhibitors , Aspartic Acid Endopeptidases/antagonists & inhibitors , Molecular Dynamics Simulation , Stilbenes/pharmacology , Alzheimer Disease/metabolism , Amyloid Precursor Protein Secretases/metabolism , Animals , Aspartic Acid Endopeptidases/metabolism , Cell Death/drug effects , Cell Line , Dose-Response Relationship, Drug , Mice , Molecular Structure , Neurons/cytology , Neurons/drug effects , Neurons/metabolism , Oxidative Stress/drug effects , Resveratrol , Stilbenes/chemistry , Stilbenes/therapeutic use , Structure-Activity RelationshipABSTRACT
Cyclodextrins (CDs) are a well-known class of supermolecules that have been widely used to protect drugs against conjugation and metabolic inactivation as well as to enhance the aqueous solubility and hence to ameliorate the oral bioavailability of sparingly soluble drug molecules. The hepatoprotectant drug silibinin can be incorporated into CDs, and here we elucidate the interaction between the drug and the host at the molecular level. The complexation product of silibinin with 2-hydroxypropyl-ß-cyclodextrin (HP-ß-CD) is characterized by Differential Scanning Calorimetry, mass spectrometry, solid and liquid high-resolution NMR spectroscopy. The chemical shift changes using (13)C CP/MAS on the complexing of the guest with the host provided significant information on the molecular interactions, and they were in agreement with the 2D NOESY results. These results point out that in both solid and liquid forms, the drug is engulfed and interacts with HP-ß-CD in identical manner. Molecular dynamics calculations have been performed to examine the thermodynamic characteristics associated with the silibinin-HP-ß-CD interactions and to study the stability of the complex. To approximate the physiological conditions, the aqueous solubility and dissolution characteristics of the complex at pH states simulating those of the upper gastrointestinal tract have been applied. To evaluate the antiproliferative activity of silibinin-HP-ß-CD complex comparatively to silibinin in MCF-7 human cancer cells, MTT assays have been performed.
Subject(s)
Silymarin/administration & dosage , Silymarin/chemistry , beta-Cyclodextrins/administration & dosage , beta-Cyclodextrins/chemistry , 2-Hydroxypropyl-beta-cyclodextrin , Biopharmaceutics , Biophysical Phenomena , Cell Proliferation/drug effects , Drug Interactions , Humans , MCF-7 Cells , Magnetic Resonance Spectroscopy , Models, Molecular , Molecular Dynamics Simulation , Molecular Structure , Protective Agents/administration & dosage , Protective Agents/chemistry , Silybin , SolubilityABSTRACT
An anti-inflammatory complex of Ag(I), namely [Ag(tpp)3(asp)](dmf) [tpp = triphenylphosphine, aspH = aspirin, dmf = N,N-dimethylformamide], was synthesized in an attempt to develop novel metallotherapeutic molecules. STD (1)H NMR experiments were used to examine if this complex binds to LOX-1. The (1)H NMR spectra in buffer Tris/D2O betrayed the existence of two complexes: the complex of aspirin and the complex of salicylic acid produced after deacetylation of aspirin. Nevertheless, the STD spectra showed that only the complex of salicylic acid is bound to the enzyme. Molecular docking and dynamics were used to complement our study. The complexes were stabilized inside a large LOX-1 cavity by establishing a network of hydrogen bonds and steric interactions. The complex formation with salicylic acid was more favorable. The in silico results provide a plausible explanation of the experimental results, which showed that only the complex with salicylic acid enters the binding cavity.
Subject(s)
Lipoxygenase/metabolism , Silver/metabolism , Lipoxygenase/chemistry , Molecular Docking Simulation , Molecular Dynamics Simulation , Proton Magnetic Resonance Spectroscopy , Silver/chemistryABSTRACT
Opioid G protein-coupled receptors (GPCRs) have been implicated in modulating pain, addiction, psychotomimesis, mood and memory, among other functions. We have employed the recently reported crystal structure of the human κ-opioid receptor (κ-OR) and performed molecular dynamics (MD), free energy, and ab initio calculations to elucidate the binding mechanism in complexes with antagonist JDTic and agonist SalA. The two systems were modeled in water and in DPPC lipid bilayers, in order to investigate the effect of the membrane upon conformational dynamics. MD and Atoms in Molecules (AIM) ab initio calculations for the complexes in water showed that each ligand was stabilized inside the binding site of the receptor through hydrogen bond interactions that involved residues Asp138 (with JDTic) and Gln115, His291, Leu212 (with SalA). The static description offered by the crystal structure was overcome to reveal a structural rearrangement of the binding pocket, which facilitated additional interactions between JDTic and Glu209/Tyr139. The role of Glu209 was emphasized, since it belongs to an extracellular loop that covers the binding site of the receptor and is crucial for ligand entrapment. The above interactions were retained in membrane complexes (SalA forms additional hydrogen bonds with Tyr139/312), except the Tyr139 interaction, which is abolished in the JDTic complex. For the first time, we report that JDTic alternates between a "V-shape" (stabilized via a water-mediated intramolecular interaction) and a more extended conformation, a feature that offers enough suppleness for effective binding. Moreover, MM-PBSA calculations showed that the more efficient JDTic binding to κ-OR compared to SalA (ΔGJDTic = -31.6 kcal mol(-1), ΔGSalA = -9.8 kcal mol(-1)) is attributed mostly to differences in electrostatic contributions. Importantly, our results are in qualitative agreement with the experiments (ΔGJDTic,exp = -14.4 kcal mol(-1), ΔGSalA,exp = -10.8 kcal mol(-1)). This study provides previously unattainable information on the dynamics of human κ-OR and insight on the rational design of drugs with improved pharmacological properties.
Subject(s)
Analgesics, Opioid/chemistry , Diterpenes, Clerodane/chemistry , Narcotic Antagonists/chemistry , Piperidines/chemistry , Receptors, Opioid, kappa/chemistry , Tetrahydroisoquinolines/chemistry , Binding Sites , Humans , Ligands , Molecular Dynamics Simulation , Protein Binding , Protein Structure, Secondary , Protein Structure, Tertiary , Static Electricity , Structure-Activity Relationship , ThermodynamicsABSTRACT
The emergence of HIV-1 drug-resistant mutations is the major problem against AIDS treatment. We employed molecular dynamics (MD) calculations and free energy (MM-PBSA and thermodynamic integration) analyses on wild-type (WT) and mutated HIV-1 protease (HIV-1 PR) complexes with darunavir, amprenavir, indinavir, and saquinavir to clarify the mechanism of resistance due to the I50V flap mutation. Conformational analysis showed that the protease flaps are increasingly flexible in the I50V complexes. In the WT, stabilization of the HIV-1 PR structure is achieved via interflap and water-mediated hydrogen-bonding interactions between the flaps. Furthermore, hydrogen bonds between drugs and binding cavity residues (Asp29/29'/30/30') are crucial for effective inhibition. All these interactions were significantly diminished (or absent) in the mutated forms, thus denoting their importance toward binding. Thermodynamic integration calculations reproduced the experimental data to within ≈1 kcal mol⻹ and showed that the I50V mutation results in weaker binding free energies for all analyzed complexes with respect to the WT. It was observed that the loss in binding energy upon mutation was mostly enthalpically driven in all complexes, with the greatest effect coming from the reduction of van der Waals interactions. Our results motivated us to test two novel compounds that have been synthesized to maximize interactions with HIV-1 PR. MM-PBSA and TI calculations showed that compound 3c (Ghosh et al. Bioorg. Med. Chem. Lett. 2012, 22, 2308) is a promising protease inhibitor, which presents very effective binding to the WT PR (ΔG(MM-PBSA) = -17.2 kcal mol⻹, ΔG(exp) = -16.1 kcal mol⻹). Upon I50V mutation, the complex binding free energy was weakened by a ΔΔG(TI) of 1.8 kcal mol⻹, comparable to the marketed inhibitors. This predicts that I50V may confer low resistance to 3c. This computational comparative study contributes toward elucidation of the I50V drug-resistance mechanism in HIV-1 PR.
Subject(s)
Anti-HIV Agents/metabolism , Drug Resistance, Viral/genetics , HIV Protease Inhibitors/metabolism , HIV Protease/metabolism , HIV-1/drug effects , Molecular Dynamics Simulation , Mutation , Anti-HIV Agents/pharmacology , Carbamates/metabolism , Carbamates/pharmacology , Cluster Analysis , Darunavir , Furans , HIV Protease/chemistry , HIV Protease/genetics , HIV Protease Inhibitors/pharmacology , HIV-1/enzymology , HIV-1/genetics , Hydrogen Bonding , Indinavir/metabolism , Indinavir/pharmacology , Protein Conformation , Saquinavir/metabolism , Saquinavir/pharmacology , Sulfonamides/metabolism , Sulfonamides/pharmacology , ThermodynamicsABSTRACT
Insect Odorant Binding Proteins (OBPs) constitute important components of their olfactory apparatus, as they are essential for odor recognition. OBPs undergo conformational changes upon pH change, altering their interactions with odorants. Moreover, they can form heterodimers with novel binding characteristics. Anopheles gambiae OBP1 and OBP4 were found capable of forming heterodimers possibly involved in the specific perception of the attractant indole. In order to understand how these OBPs interact in the presence of indole and to investigate the likelihood of a pH-dependent heterodimerization mechanism, the crystal structures of OBP4 at pH 4.6 and 8.5 were determined. Structural comparison to each other and with the OBP4-indole complex (3Q8I, pH 6.85) revealed a flexible N-terminus and conformational changes in the α4-loop-α5 region at acidic pH. Fluorescence competition assays showed a weak binding of indole to OBP4 that becomes further impaired at acidic pH. Additional Molecular Dynamic and Differential Scanning Calorimetry studies displayed that the influence of pH on OBP4 stability is significant compared to the modest effect of indole. Furthermore, OBP1-OBP4 heterodimeric models were generated at pH 4.5, 6.5, and 8.5, and compared concerning their interface energy and cross-correlated motions in the absence and presence of indole. The results indicate that the increase in pH may induce the stabilization of OBP4 by increasing its helicity, thereby enabling indole binding at neutral pH that further stabilizes the protein and possibly promotes the creation of a binding site for OBP1. A decrease in interface stability and loss of correlated motions upon transition to acidic pH may provoke the heterodimeric dissociation allowing indole release. Finally, we propose a potential OBP1-OBP4 heterodimer formation/disruption mechanism induced by pH change and indole binding.
Subject(s)
Anopheles , Receptors, Odorant , Animals , Odorants , Anopheles/chemistry , Anopheles/metabolism , Receptors, Odorant/chemistry , Binding Sites , Indoles/chemistry , Hydrogen-Ion Concentration , Insect Proteins/metabolismABSTRACT
Human immunodeficiency virus type 1 protease (HIV-1 PR) is one of the main targets toward AIDS therapy. We have selected the potent drug darunavir and a weak inhibitor (fullerene analog) as HIV-1 PR substrates to compare protease's conformational features upon binding. Molecular dynamics (MD), molecular mechanics Poisson-Boltzmann surface area (MM-PBSA), and quantum-mechanical (QM) calculations indicated the importance of the stability of HIV-1 PR flaps toward effective binding: a weak inhibitor may induce flexibility to the flaps, which convert between closed and semiopen states. A water molecule in the darunavir-HIV-1 PR complex bridged the two flap tips of the protease through hydrogen bonding (HB) interactions in a stable structure, a feature that was not observed for the fullerene-HIV-1 PR complex. Additionally, despite that van der Waals interactions and nonpolar contribution to solvation favored permanent fullerene entrapment into the cavity, these interactions alone were not sufficient for effective binding; enhanced electrostatic interactions as observed in the darunavir-complex were the crucial component of the binding energy. An alternative pathway to the usual way of a ligand to access the cavity was also observed for both compounds. Each ligand entered the binding cavity through an opening between the one flap of the protease and a neighboring loop. This suggested that access to the cavity is not necessarily regulated by flap opening. Darunavir exerts its biological action inside the cell, after crossing the membrane barrier. Thus, we also initiated a study on the interactions between darunavir and the DMPC bilayer to reveal that the drug was accommodated inside the bilayer in conformations that resembled its structure into HIV-1 PR, being stabilized via HBs with the lipids and water molecules.
Subject(s)
Dimyristoylphosphatidylcholine/chemistry , HIV Protease Inhibitors/chemistry , HIV Protease/chemistry , Lipid Bilayers , Sulfonamides/chemistry , Binding Sites , Darunavir , Hydrogen Bonding , Molecular Dynamics Simulation , Protein Binding , Quantum Theory , ThermodynamicsABSTRACT
We have performed: (i) conformational analysis of two novel cytotoxic C2-substituted pyrrolo[2,3-f]quinolines 5e and 5g in deuterated dimethylsulfoxide (DMSO-d(6)) utilizing NOE results from NMR spectroscopy; (ii) molecular dynamics (MD) calculations in water, DMSO and dimyristoyl phosphatidylcholine bilayers and (iii) molecular docking and MD calculations on DNA nucleotide sequences. The obtained results for the two similar in structure molecules showed differences in: (i) their conformational properties in silico and in media that reasonably simulate the biological environment; (ii) the way they are incorporated into the lipid bilayers and therefore their diffusion ability and (iii) molecular docking capacity as it is depicted from their different binding scores.
Subject(s)
Dimethyl Sulfoxide/chemistry , Lipid Bilayers/chemistry , Pyrroles/chemistry , Quinolines/chemistry , Catalytic Domain , Diffusion , Magnetic Resonance Spectroscopy , Models, Molecular , Molecular Conformation , Molecular Dynamics Simulation , Solutions , Solvents/chemistry , Water/chemistryABSTRACT
The objectives of this study include the design of a series of novel fullerene-based inhibitors for HIV-1 protease (HIV-1 PR), by employing two strategies that can also be applied to the design of inhibitors for any other target. Additionally, the interactions which contribute to the observed exceptionally high binding free energies were analyzed. In particular, we investigated: (1) hydrogen bonding (H-bond) interactions between specific fullerene derivatives and the protease, (2) the regions of HIV-1 PR that play a significant role in binding, (3) protease changes upon binding and (4) various contributions to the binding free energy, in order to identify the most significant of them. This study has been performed by employing a docking technique, two 3D-QSAR models, molecular dynamics (MD) simulations and the molecular mechanics Poisson-Boltzmann surface area (MM-PBSA) method. Our computed binding free energies are in satisfactory agreement with the experimental results. The suitability of specific fullerene derivatives as drug candidates was further enhanced, after ADMET (absorption, distribution, metabolism, excretion and toxicity) properties have been estimated to be promising. The outcomes of this study revealed important protein-ligand interaction patterns that may lead towards the development of novel, potent HIV-1 PR inhibitors.
Subject(s)
Drug Design , Fullerenes/chemistry , HIV Protease Inhibitors/chemistry , HIV Protease/chemistry , HIV-1/enzymology , Binding Sites , Catalytic Domain , Entropy , Fullerenes/pharmacology , HIV Protease Inhibitors/pharmacology , Humans , Hydrogen Bonding , Molecular Dynamics Simulation , Molecular Structure , Protein Conformation , Quantitative Structure-Activity Relationship , Water/chemistryABSTRACT
Hypertension treatment is a current therapeutic priority as there is a constantly increasing part of the population that suffers from this risk factor, which may lead to cardiovascular and encephalic episodes and eventually to death. A number of marketed medicines consist of active ingredients that may be relatively potent; however, there is plenty of room to enhance their pharmacological profile and therapeutic index by improving specific physicochemical properties. In this work, we focus on a class of blood pressure regulators, called sartans, and we present the computational scheme for the pharmacological improvement of irbesartan (IRB) as a representative example. IRB has been shown to exert increased pharmacological action compared with other sartans, but it appears to be highly lipophilic and violates Lipinski rule (MLogP >4.15). To circumvent this drawback, proper hydrophilic molecules, such as cyclodextrins, can be used as drug carriers. This chapter describes the combinatory use of computational methods, namely molecular docking, quantum mechanics, molecular dynamics, and free energy calculations, to study the interactions and the energetic contributions that govern the IRB:cyclodextrin association. We provide a detailed computational protocol, which aims to assist the improvement of the pharmacological properties of sartans. This protocol can also be applied to any other drug molecule with diminished hydrophilic character.
Subject(s)
Angiotensin II Type 1 Receptor Blockers , Drug Carriers , Molecular Docking Simulation , Molecular Dynamics Simulation , beta-Cyclodextrins , Angiotensin II Type 1 Receptor Blockers/chemistry , Angiotensin II Type 1 Receptor Blockers/pharmacokinetics , Drug Carriers/chemistry , Drug Carriers/pharmacokinetics , Hydrophobic and Hydrophilic Interactions , beta-Cyclodextrins/chemistry , beta-Cyclodextrins/pharmacokineticsABSTRACT
NMR spectroscopy is an effective technique, applicable for studying bioactive materials or drug delivery systems in order to obtain comprehensive details related to structural and dynamic characteristics at atomic resolution. The applications of NMR spectroscopy have been increased considerably as a result of the combination of advancement in technological NMR instrumentation and scientific knowledge. This chapter is dedicated to highlight the applications of NMR spectroscopy in drug:cyclodextrin complexes using both liquid- and solid-state NMR spectroscopy.
Subject(s)
Cyclodextrins/chemistry , Drug Delivery Systems , Nuclear Magnetic Resonance, Biomolecular , Pharmaceutical Preparations/chemistryABSTRACT
Bioavailability of active substances is of great importance for the formulation of a drug product, as it actually reflects drug absorption and achievement of the optimum pharmacological effect. A great number of chemical compounds with excellent pharmacological properties possess low solubility and permeability values, ending in low bioavailability in the human body after administration (especially after per os administration). CDs are oligosaccharides that possess biological properties similar to their linear counterparts, but some of their physicochemical properties differ. They are enhancing bioavailability and solving problems of absorption for poorly soluble lipophilic drugs by forming water-soluble inclusion complexes. For this reason, they are widely used in drug delivery systems (Carrier et al. J Control Release 123:78-99, 2007; Kurkov and Loftsson, Int J Pharm 453:167-80, 2013). The main purpose of this chapter is to show a protocol for the preparation of drug:CDcomplex delivery systems.
Subject(s)
2-Hydroxypropyl-beta-cyclodextrin/chemistry , Drug Compounding , Drug Delivery Systems , Pharmaceutical Preparations/chemistry , 2-Hydroxypropyl-beta-cyclodextrin/therapeutic use , Calorimetry, Differential Scanning , Freeze Drying , Humans , SolubilityABSTRACT
Irbesartan (IRB) exerts beneficial effects either alone or in combination with other drugs on numerous diseases, such as cancer, diabetes, and hypertension. However, due to its high lipophilicity, IRB does not possess the optimum pharmacological efficiency. To circumvent this problem, a drug delivery system with 2-hydroxypropyl-ß-cyclodextrin (2-HP-ß-CD) was explored. The 1:1 complex between IRB and 2-HP-ß-CD was identified through ESI QTF HRMS. Dissolution studies showed a higher dissolution rate of the lyophilized IRB-2-HP-ß-CD complex than the tablet containing IRB at pH = 1.2. DSC results revealed the differences of the thermal properties between the complex and various mixtures consisting of the two components, namely IRB and 2-HP-ß-CD. Interestingly, depending on the way the mixture preparation was conducted, different association between the two components was observed. Molecular dynamics (MD) simulations predicted the favorable formation of the above complex and identified the dominant interactions between IRB and 2-HP-ß-CD. In vitro pharmacological results verified that the inclusion complex not only preserves the binding affinity of IRB for AT1R receptor, but also it slightly increases it. As the complex formulation lacks the problems of the tablet, our approach is a promising new way to improve the efficiency of IRB.