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1.
Int J Biol Macromol ; 245: 125422, 2023 Aug 01.
Article in English | MEDLINE | ID: mdl-37330089

ABSTRACT

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/metabolism
2.
Molecules ; 27(8)2022 Apr 08.
Article in English | MEDLINE | ID: mdl-35458617

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 , Solubility
3.
Methods Mol Biol ; 2207: 1-11, 2021.
Article in English | MEDLINE | ID: mdl-33113123

ABSTRACT

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 , Solubility
4.
Methods Mol Biol ; 2207: 109-125, 2021.
Article in English | MEDLINE | ID: mdl-33113131

ABSTRACT

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/pharmacokinetics
5.
Methods Mol Biol ; 2207: 313-325, 2021.
Article in English | MEDLINE | ID: mdl-33113144

ABSTRACT

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/chemistry
6.
Amino Acids ; 52(9): 1337-1351, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32996057

ABSTRACT

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 Cells
7.
Chem Biol Drug Des ; 96(1): 668-683, 2020 07.
Article in English | MEDLINE | ID: mdl-32691965

ABSTRACT

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.


Subject(s)
2-Hydroxypropyl-beta-cyclodextrin/chemistry , Antihypertensive Agents/chemistry , Irbesartan/chemistry , Antihypertensive Agents/pharmacology , Drug Compounding , Drug Liberation , Freeze Drying , Humans , Molecular Conformation , Molecular Dynamics Simulation , Solubility , Spectrometry, Mass, Electrospray Ionization
8.
Mol Pharm ; 16(3): 1255-1271, 2019 03 04.
Article in English | MEDLINE | ID: mdl-30681344

ABSTRACT

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 synthesis
9.
Eur J Pharm Sci ; 127: 1-8, 2019 Jan 15.
Article in English | MEDLINE | ID: mdl-30316976

ABSTRACT

Non-invasive biophysical methods were used to study the effect of antioxidant gels, which were prepared from Pinus halepensis bark extracts, vitamin C and water, on the skin of diabetic hairless mice irradiated with UV radiation of 1 and 2 minimal erythemal doses (MEDs). The calculated transepidermal water loss (TEWL) for diabetic mice was found to be fivefold higher on day 11 after irradiation, and in all cases, the TEWL values converged to their initial values on day 21. Both pinus and vitamin C gels inhibited the dehydration of the skin, while water gels did not show similar protection. At low dose of UV-irradiation (1 MED), vitamin C gels showed the best hydration, while by doubling the UV dose, pinus gels induced significant skin-protective effects. Upon irradiation, the mice treatment with pinus gel showed diminished inflammation in comparison with the other gels. Pinus also inhibited the hyperkeratosis of skin. As expected, 2 MEDs caused greater skin damage, such as inflammation, dryness, oxidative stress and rides (aging) compared to the damage induced by 1 MED.


Subject(s)
Antioxidants/pharmacology , Ascorbic Acid/pharmacology , Pinus , Plant Extracts/pharmacology , Ultraviolet Rays/adverse effects , Vitamins/pharmacology , Animals , Diabetes Mellitus, Experimental , Gels , Male , Mice, Hairless , Oxidative Stress/drug effects , Plant Bark , Skin/drug effects , Skin/pathology , Skin Aging/drug effects , Water/pharmacology
10.
Front Pharmacol ; 9: 800, 2018.
Article in English | MEDLINE | ID: mdl-30090063

ABSTRACT

An in silico drug discovery pipeline for the virtual screening of plant-origin natural products (NPs) was developed to explore new direct inhibitors of TNF and its close relative receptor activator of nuclear factor kappa-B ligand (RANKL), both representing attractive therapeutic targets for many chronic inflammatory conditions. Direct TNF inhibition through identification of potent small molecules is a highly desired goal; however, it is often hampered by severe limitations. Our approach yielded a priority list of 15 NPs as potential direct TNF inhibitors that were subsequently tested in vitro against TNF and RANKL. We thus identified two potent direct inhibitors of TNF function with low micromolar IC50 values and minimal toxicity even at high concentrations. Most importantly, one of them (A11) was proved to be a dual inhibitor of both TNF and RANKL. Extended molecular dynamics simulations with the fully automated EnalosMD suite rationalized the mode of action of the compounds at the molecular level. To our knowledge, these compounds constitute the first NP TNF inhibitors, one of which being the first NP small-molecule dual inhibitor of TNF and RANKL, and could serve as lead compounds for the development of novel treatments for inflammatory and autoimmune diseases.

11.
Curr Top Med Chem ; 18(8): 661-673, 2018.
Article in English | MEDLINE | ID: mdl-29875003

ABSTRACT

The overexpression of Tumor Necrosis Factor (TNF) is directly related to the development of several autoimmune diseases, such as rheumatoid and psoriatic arthritis, inflammatory bowel disease, Crohn's disease, refractory asthma, and multiple sclerosis. Receptor Activator of Nuclear Factor Kappa- B Ligand (RANKL) belongs to the TNF family and is the primary mediator of osteoclast-induced bone resorption through interaction with its receptor RANK. The function of RANKL is physiologically inhibited by the action of osteoprotegerin (OPG), which is a decoy receptor that binds to RANKL and prevents the process of osteoclastogenesis. Malfunction among RANK/RANKL/OPG can also result in bone loss diseases, including postmenopausal osteoporosis, rheumatoid arthritis, bone metastasis and multiple myeloma. To disrupt the unwanted functions of TNF and RANKL, current attempts focus on blocking TNF and RANKL binding to their receptors. In this review, we present the research efforts toward the development of low-molecular-weight pharmaceuticals that directly block the detrimental actions of TNF and RANKL.


Subject(s)
Receptor Activator of Nuclear Factor-kappa B/antagonists & inhibitors , Small Molecule Libraries/pharmacology , Tumor Necrosis Factor Inhibitors , Animals , Humans , Ligands , Models, Molecular , Molecular Weight , Protein Binding/drug effects , Receptor Activator of Nuclear Factor-kappa B/chemistry , Small Molecule Libraries/chemical synthesis , Small Molecule Libraries/chemistry , Tumor Necrosis Factors/chemistry
12.
Skin Pharmacol Physiol ; 31(4): 175-183, 2018.
Article in English | MEDLINE | ID: mdl-29617695

ABSTRACT

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 effects
13.
ChemMedChem ; 13(6): 555-563, 2018 03 20.
Article in English | MEDLINE | ID: mdl-29195008

ABSTRACT

ß-Thalassemia is an inherited hematologic disorder caused by various mutations of the ß-globin gene, thus resulting in a significant decrease in adult hemoglobin (HbA) production. An increase in fetal hemoglobin (HbF) levels by drug molecules is considered of great potential in ß-thalassemia treatment and is expected to counterbalance the impaired production of HbA. In this work, based on a set of 129 experimentally tested biological inhibitors, we developed and validated a computational model for the prediction of K562 functional inhibition, possibly associated with HbF induction. To facilitate future advancements in the field, we incorporated our model into Enalos Cloud Platform, which enabled online access to our computational scheme (http://enalos.insilicotox.com/K562) through a user-friendly interface. This web service is offered to the wider community to promote in silico drug discovery through fast and reliable predictions.


Subject(s)
Cell Proliferation/drug effects , Cloud Computing , Computer Simulation , Drug Discovery/methods , Models, Biological , Small Molecule Libraries/pharmacology , Adult , Databases, Factual , Fetal Hemoglobin/analysis , High-Throughput Screening Assays , Humans , K562 Cells , Small Molecule Libraries/chemistry , beta-Thalassemia/drug therapy
14.
J Mol Graph Model ; 74: 177-192, 2017 06.
Article in English | MEDLINE | ID: mdl-28458000

ABSTRACT

DNA is the building block of life, as it carries the biological information controlling development, function and reproduction of all organisms. However, its central role in storing and transferring genetic information can be severely hindered by molecules with structure altering abilities. Fullerenes are nanoparticles that find a broad spectrum of uses, but their toxicological effects on living organisms upon exposure remain unclear. The present study examines the interactions of a diverse array of fullerenes with DNA, by means of Molecular Dynamics and MM-PBSA methodologies, with special focus on structural deformations that may hint toxicity implications. Our results show that pristine and hydroxylated fullerenes have no unwinding effects upon DNA structure, with the latter displaying binding preference to the DNA major groove, achieved by both direct formation of hydrogen bonds and water molecule mediation. Fluorinated derivatives are capable of penetrating DNA structure, forming intercalative complexes with high binding affinities.


Subject(s)
DNA/chemistry , Fullerenes/chemistry , Base Sequence , Binding Sites , Hydrogen Bonding , Molecular Docking Simulation , Molecular Dynamics Simulation , Nucleic Acid Conformation , Thermodynamics
15.
PLoS Comput Biol ; 13(4): e1005372, 2017 04.
Article in English | MEDLINE | ID: mdl-28426652

ABSTRACT

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 , Mice
16.
Adv Exp Med Biol ; 947: 303-324, 2017.
Article in English | MEDLINE | ID: mdl-28168672

ABSTRACT

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 Assessment
17.
ChemMedChem ; 11(15): 1646-52, 2016 08 05.
Article in English | MEDLINE | ID: mdl-27411556

ABSTRACT

A combination of computational techniques and inhibition assay experiments was employed to identify hit compounds from commercial libraries with enhanced inhibitory potency against HIV type 1 aspartic protease (HIV PR). Extensive virtual screening with the aid of reliable pharmacophore models yielded five candidate protease inhibitors. Subsequent molecular dynamics and molecular mechanics Poisson-Boltzmann surface area free-energy calculations for the five ligand-HIV PR complexes suggested a high stability of the systems through hydrogen-bond interactions between the ligands and the protease's flaps (Ile50/50'), as well as interactions with residues of the active site (Asp25/25'/29/29'/30/30'). Binding-energy calculations for the three most promising compounds yielded values between -5 and -10 kcal mol(-1) and suggested that van der Waals interactions contribute most favorably to the total energy. The predicted binding-energy values were verified by in vitro inhibition assays, which showed promising results in the high nanomolar range. These results provide structural considerations that may guide further hit-to-lead optimization toward improved anti-HIV drugs.


Subject(s)
Anti-HIV Agents/chemistry , Aspartic Acid Proteases/antagonists & inhibitors , Amino Acid Sequence , Aspartic Acid Proteases/chemistry , Drug Discovery , HIV-1 , High-Throughput Screening Assays , Hydrogen Bonding , Molecular Docking Simulation , Molecular Dynamics Simulation
18.
Bioorg Med Chem ; 24(8): 1683-95, 2016 Apr 15.
Article in English | MEDLINE | ID: mdl-26970660

ABSTRACT

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 Relationship
19.
J Enzyme Inhib Med Chem ; 31(1): 67-77, 2016.
Article in English | MEDLINE | ID: mdl-26147348

ABSTRACT

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 Relationship
20.
J Phys Chem B ; 119(48): 14971-85, 2015 Dec 03.
Article in English | MEDLINE | ID: mdl-26523956

ABSTRACT

Human serum albumin (HSA) is the most abundant blood plasma protein, which transports fatty acids, hormones, and drugs. We consider nanoparticle-HSA interactions by investigating the binding of HSA with three fullerene analogs. Long MD simulations, quantum mechanical (fragment molecular orbital, energy decomposition analysis, atoms-in-molecules), and free energy methods elucidated the binding mechanism in these complexes. Such a systematic study is valuable due to the lack of comprehensive theoretical approaches to date. The main elements of the mechanism include the following: binding to IIA site results in allosteric modulation of the IIIA and heme binding sites with an increase in α-helical structure of IIIA. Fullerenes displayed high binding affinities for HSA; therefore, HSA can be used as a fullerene carrier, facilitating any toxic function the fullerene may exert. Complex formation is driven by hydrogen bonding, van der Waals, nonpolar, charge transfer, and dispersion energy contributions. Proper functionalization of C60 has enhanced its binding to HSA by more than an order of magnitude. This feature may be important for biological applications (e.g., photodynamic therapy of cancer). Satisfactory agreement with relevant experimental and theoretical data has been obtained.


Subject(s)
Fullerenes/chemistry , Serum Albumin/chemistry , Humans , Hydrogen Bonding , Molecular Dynamics Simulation , Molecular Structure , Quantum Theory
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