RESUMO
Angiogenesis is an important physiological process playing a crucial role in wound healing and cancer progression. Vascular endothelial growth factor (VEGF) and platelet derived growth factor (PDGF) are key players in angiogenesis. Based on previous findings regarding the modulation of VEGF activity by glycosaminoglycans (GAG), here we explore the interaction of hyaluronan (HA)-based GAG with PDGF and its receptor PDGFR-ß by applying molecular modeling and dynamics simulations in combination with surface plasmon resonance (SPR). Computational analysis on the interaction of oligo-hyaluronan derivatives with different sulfation pattern and functionalization shows that these GAG interact with PDGF in relevant regions for receptor recognition, and that high sulfation as well as modification with the TAMRA group convey stronger binding. On the other hand, the studied oligo-hyaluronan derivatives are predicted to scarcely recognize PDGFR-ß. SPR results are in line with the computational predictions regarding the binding pattern of HA tetrasaccharide (HA4) derivatives to PDGF and PDGFR-ß. Furthermore, our experimental results also show that the complexation of PDGF to PDGFR-ß can be modulated by HA4 derivatives. The results found open the path for considering HA4 derivatives as potential candidates to be exploited for modulation of the PDGF/PDGFR-ß signaling system in angiogenesis and related disease conditions.
Assuntos
Ácido Hialurônico/química , Fator de Crescimento Derivado de Plaquetas/química , Receptor beta de Fator de Crescimento Derivado de Plaquetas/química , Configuração de Carboidratos , Humanos , Modelos Moleculares , Proteínas Recombinantes/química , Ressonância de Plasmônio de SuperfícieRESUMO
The interaction of nucleobases (NBs) with the surface of silicon doped graphene (SiGr) and defective silicon doped graphene (dSiGr) has been studied using electronic structure methods. A systematic comparison of the calculated interaction energies (adsorption strength) of NBs with the surface of SiGr and dSiGr with those of pristine graphene (Gr) has also been made. The doping of graphene with silicon increases the adsorption strength of NBs. The introduction of defects in SiGr further enhances the strength of interaction with NBs. The appreciable stability of complexes (SiGr-NBs and dSiGr-NBs) arises due to the partial electrostatic and covalent (Si···O(N)) interaction in addition to π-π stacking. The interaction energy increases with the size of graphene models. The strong interaction between dSiGr-NBs and concomitant charge transfer causes significant changes in the electronic structure of dSiGr in contrast to Gr and SiGr. Further, the calculated optical properties of all the model systems using time dependent density functional theory (TD-DFT) reveal that absorption spectra of SiGr and dSiGr undergo appreciable changes after adsorption of NBs. Thus, the significant variations in the HOMO-LUMO gap and absorption spectra of dSiGr after interaction with the NBs can be exploited for possible applications in the sensing of DNA nucleobases.
Assuntos
DNA/química , Grafite/química , Fenômenos Ópticos , Teoria Quântica , Silício/químicaRESUMO
The complexation of small interfering RNA (siRNA) with positively charged gold nanoclusters has been studied in the present investigation with the help of classical molecular dynamics and steered molecular dynamics simulations accompanied by free energy calculations. The results show that gold nanoclusters form a stable complex with siRNA. The wrapping of siRNA around the gold nanocluster depends on the size and charge on the surface of the gold cluster. The binding pattern of the gold nanocluster with siRNA is also influenced by the presence of another cluster. The interaction between the positively charged amines in the gold nanocluster and the negatively charged phosphate group in the siRNA is responsible for the formation of complexes. The binding free energy value increases with the size of the gold cluster and the number of positive charges present on the surface of the gold nanocluster. The results reveal that the binding energy of small gold nanoclusters increases in the presence of another gold nanocluster while the binding of large gold nanoclusters decreases due to the introduction of another gold nanocluster. Overall, the findings have clearly demonstrated the effect of size and charge of gold nanoclusters on their interaction pattern with siRNA.
Assuntos
Ouro/química , Nanopartículas Metálicas/química , Simulação de Dinâmica Molecular , RNA Interferente Pequeno/química , Tamanho da PartículaRESUMO
The present work utilizes classical molecular dynamics simulations to investigate the covalent functionalization of carbon nanotubes (CNTs) and their interaction with ethylene glycol (EG) and water molecules. The MD simulation reveals the dispersion of functionalized carbon nanotubes and the prevention of aggregation in aqueous medium. Further, residue-wise radial distribution function (RRDF) and atomic radial distribution function (ARDF) calculations illustrate the extent of interaction of -OH and -COOH functionalized CNTs with water molecules and the non-functionalized CNT surface with EG. As the presence of the number of functionalized nanotubes increases, enhancement in the propensity for the interaction with water molecules can be observed. However, the same trend decreases for the interaction of EG molecules. In addition, the ONIOM (M06-2X/6-31+G**:AM1) calculations have also been carried out on model systems to quantitatively determine the interaction energy (IE). It is found from these calculations that the relative enhancement in the interaction of water molecules with functionalized CNTs is highly favorable when compared to the interaction of EG.
Assuntos
Etilenoglicol/química , Nanotubos de Carbono/química , Água/química , Modelos Moleculares , Simulação de Dinâmica Molecular , Teoria QuânticaRESUMO
Earlier studies have shown that the helical content of α-helical peptide decreases upon its interaction with carbon nanotube (CNT). Further, the length of the α-helix varies from few residues in the small globular protein to several number of residues in structural and membrane proteins. In structural and membrane proteins, helices are widely present as the supercoil i.e., helical bundles. Thus, in this study, the length-dependent interaction pattern of α-helical peptides with CNT and the stability of isolated α-helical fragment versus supercoiled helical bundle upon interaction with CNT have been investigated using classical molecular dynamics (MD) simulation. Results reveal that the disruption in the helical motif on interaction with CNT is directly proportional to the length of the helix. Also it is found that the shorter helix does not undergo noticeable changes in the helicity upon adsorption with CNT. On the other hand, helicity of longer peptides is considerably affected by its interaction with CNT. In contrast to the known fact that the stability of the helix increases with its length, the disruption in the helical peptide increases with its length upon its interaction with CNT. Comparison of results shows that structural changes in the isolated helical fragment are higher than that in supercoiled helix. In fact, helical chain in supercoiled bundle does not undergo significant changes in the helicity upon interaction with CNT. Both the length of the helical peptide and the inherent stability of the helical unit in the supercoiled helix influence the interaction pattern with the CNT.
Assuntos
Nanotubos de Carbono , Estrutura Secundária de Proteína , Adsorção , Sequência de Aminoácidos , Simulação de Dinâmica Molecular , Peptídeos/químicaRESUMO
Graphene-based nanomaterials (GBNMs) [graphene oxide (GO), reduced graphene oxide (rGO), and graphene] have been recognized as potential candidates for various biomedical applications ranging from biosensing platform to cellular delivery of proteins and peptides. However, GBNMs induced conformational changes in proteins are the major concerns in realizing their full potential in aforementioned applications. Despite several studies, the effect of GBNMs on the conformation of proteins is still not well understood. Therefore, an attempt was made to investigate the effect of GBNMs on the adsorption and conformation of positively charged cytoplasmic protein using molecular dynamics (MD) simulations. Our study showed that the adsorption of protein on GO was highly selective and mediated through electrostatic interactions (hydrogen bond/salt bridge interactions), whereas the van der Waals and π-π stacking interactions were the major driving forces for the adsorption of protein on rGO and graphene. The secondary structure analysis showed the conformational stability of the protein on GO may be attributed to the extensive hydration of GO surface and the absence of tyrosine residues in π-π stacking with π regions of GO. The GO surface acts as a hydrogen bond acceptor similar to the protein's natural receptor present in a physiological environment. This computational study has also explored the artificial protein receptor like potential of GO.
Assuntos
Grafite/química , Grafite/farmacologia , Simulação de Dinâmica Molecular , Nanoestruturas/química , Proteínas/química , Água/química , Sequência de Aminoácidos , Dados de Sequência Molecular , Óxidos/química , Estabilidade Proteica/efeitos dos fármacos , Estrutura Secundária de Proteína/efeitos dos fármacos , Solventes/química , Propriedades de Superfície , TermodinâmicaRESUMO
Polymorphism is common in both in vitro and in vivo amyloid fibrils formed by the same peptide/protein. However, the differences in their self-assembled structures at the amino acid level remain poorly understood. In this study, we utilized isotope-edited vibrational circular dichroism (VCD) on a well-known amyloidogenic peptide fragment (N22FGAIL27) of human islet amyloid polypeptide (IAPf) to investigate the structural polymorphism. Two individual isotope-labeled IAPf peptides were used, with a 13C label on the carbonyl group of phenylalanine (IAPf-F) and glycine (IAPf-G). We compared the amyloid-like nanofibril of IAPf induced by solvent casting (fibril B) with our previous report on the same IAPf peptide fibril but with a different fibril morphology (fibril A) formed in an aqueous buffer solution. Fibril B consisted of entangled, laterally fused amyloid-like nanofibrils with a relatively shorter diameter (15-50 nm) and longer length (several microns), while fibril A displayed nanofibrils with a higher diameter (30-60 nm) and shorter length (500 nm-2 µm). The isotope-edited VCD analysis indicated that fibrils B consisted of anti-parallel ß-sheet arrangements with glycine residues in the registry and phenylalanine residues out of the registry, which was significantly different from fibrils A, where a mixture of parallel ß-sheet and turn structure with the registry at phenylalanine and glycine residues was observed. The VCD analysis, therefore, suggests that polymorphism in amyloid-like fibrils can be attributed to the difference in the packing/arrangement of the individual ß-strands in the ß-sheet and the difference in the amino acid registry. Our findings provide insights into the structural aspects of fibril polymorphism related to various amyloid diseases and may aid in designing amyloid fibril inhibitors for therapeutic purposes.
Assuntos
Aminoácidos , Amiloide , Humanos , Dicroísmo Circular , Glicina/genética , Fenilalanina , Proteínas Amiloidogênicas , Polipeptídeo Amiloide das Ilhotas PancreáticasRESUMO
The WNT signaling pathway is a central regulator of bone development and regeneration. Functional alterations of WNT ligands and inhibitors are associated with a variety of bone diseases that affect bone fragility and result in a high medical and socioeconomic burden. Hence, this cellular pathway has emerged as a novel target for bone-protective therapies, e.g. in osteoporosis. Here, we investigated glycosaminoglycan (GAG) recognition by Dickkopf-1 (DKK1), a potent endogenous WNT inhibitor, and the underlying functional implications in order to develop WNT signaling regulators. In a multidisciplinary approach we applied in silico structure-based de novo design strategies and molecular dynamics simulations combined with synthetic chemistry and surface plasmon resonance spectroscopy to Rationally Engineer oligomeric Glycosaminoglycan derivatives (REGAG) with improved neutralizing properties for DKK1. In vitro and in vivo assays show that the GAG modification to obtain REGAG translated into increased WNT pathway activity and improved bone regeneration in a mouse calvaria defect model with critical size bone lesions. Importantly, the developed REGAG outperformed polymeric high-sulfated hyaluronan (sHA3) in enhancing bone healing up to 50% due to their improved DKK1 binding properties. Thus, rationally engineered GAG variants may represent an innovative strategy to develop novel therapeutic approaches for regenerative medicine.
Assuntos
Doenças Ósseas , Regeneração Óssea , Glicosaminoglicanos , Peptídeos e Proteínas de Sinalização Intercelular , Animais , Camundongos , Osso e Ossos/metabolismo , Glicosaminoglicanos/metabolismo , Via de Sinalização WntRESUMO
Classical molecular dynamics (MD) simulation has been carried out to understand the adsorption of collagen like peptides onto single walled carbon nanotubes (CNT) in an aqueous environment. It is observed that the triple helical structure of all the model collagen like peptides (CPs) has been unaltered upon adsorption onto CNT. The model CPs do not wrap around the CNT, however, the axis of the triple helix subtends a cross angle with respect to the axis of the CNT. The interaction between the CPs and CNT as well as that between the CPs and water molecules was observed by MD simulation snapshots. The inherent nature of the interaction of CPs with CNT facilitates the penetration of CPs into the water/CNT interface. During this process, water molecules trapped between the CPs and CNT are appreciably displaced. Although, hydrophobic-hydrophobic interaction is crucial for the interaction, the role of πR (R = OH and NH(2)) interactions are also observed from the geometrical parameters. The sequence specific interaction of CPs with CNT is evident from the results. It is found that the length of the CNT, curvature of the CNT and length of the CPs do not significantly influence interaction between the two systems. Overall the findings provide important information for the development of nanocomposite materials from collagen and CNT.
Assuntos
Colágeno/química , Simulação de Dinâmica Molecular , Nanotubos de Carbono/química , Adsorção , Algoritmos , Sequência de Aminoácidos , Ligação de Hidrogênio , Interações Hidrofóbicas e Hidrofílicas , Oligopeptídeos/química , Peptídeos/química , Estrutura Secundária de Proteína , Água/químicaRESUMO
In this work, anion-π interactions between sulfate groups (SO4 2-) and protein aromatic amino acids (AAs) (histidine protonated (HisP), histidine neutral (HisN), tyrosine (Tyr), tryptophan (Trp), and phenylalanine (Phe)) in an aqueous environment have been analyzed using quantum chemical (QC) calculations and molecular dynamics (MD) simulations. Sulfates can occur naturally in solution and can be contained in biomolecules playing relevant roles in their biological function. In particular, the presence of sulfate groups in glycosaminoglycans such as heparin and heparan sulfate has been shown to be relevant for protein and cellular communication and, consequently, for tissue regeneration. Therefore, anion-π interactions between sulfate groups and aromatic residues represent a relevant aspect to investigate. QC results show that such an anion-π mode of interaction between SO4 2- and aromatic AAs is only possible in the presence of water molecules, in the absence of any other cooperative non-covalent interactions. Protonated histidine stands out in terms of its enhancement in the magnitude of interaction strength on solvation. Other AAs such as non-protonated histidine, tyrosine, and phenylalanine can stabilize anion-π interactions on solvation, albeit with weak interaction energy. Tryptophan does not exhibit any anion-π mode of interaction with SO4 2-. The order of magnitude of the interaction of aromatic AAs with SO4 2- on microsolvation is HisP > HisN > Tyr > Trp > Phe. Atoms in molecules (AIM) analysis illustrates the significance of water molecules in stabilizing the divalent SO4 2- anion over the π surface of the aromatic AAs. MD simulation analysis shows that the order of magnitude of the interaction of SO4 2- with aromatic AAs in macroscopic solvation is HisP > HisN, Tyr, Trp > Phe, which is very much in line with the QC results. Spatial distribution function analysis illustrates that protonated histidine alone is capable of establishing the anion-π interaction with SO4 2- in the solution phase. This study sheds light on the understanding of anion-π interactions between SO4 2- and aromatic AAs such as His and Tyr observed in protein crystal structures and the significance of water molecules in stabilizing such interactions, which is not feasible otherwise.
RESUMO
In order to restore the regeneration capacity of large-size vascularized tissue defects, innovative biomaterial concepts are required. Vascular endothelial growth factor (VEGF165) is a key factor of angiogenesis interacting with sulfated glycosaminoglycans (sGAG) within the extracellular matrix. As this interplay mainly controls and directs the biological activity of VEGF165, we used chemically modified sGAG derivatives to evaluate the structural requirements of sGAG for controlling and tuning VEGF165 function and to translate these findings into the design of biomaterials. The in-depth analysis of this interaction by surface plasmon resonance and ELISA studies in combination with molecular modeling stressed the relevance of the substitution position, degree of sulfation, and carbohydrate backbone of GAG. Acrylated hyaluronan (HA-AC)/collagen (coll)-based hydrogels containing cross-linked acrylated, sulfated hyaluronan (sHA-AC) derivatives with different substitution patterns or an acrylated chondroitin sulfate (CS-AC) derivative function as multivalent carbohydrate-based scaffolds for VEGF165 delivery with multiple tuning capacities. Depending on the substitution pattern of sGAG, the release of biologically active VEGF165 was retarded in a defined manner compared to pure HA/coll gels, which further controlled the VEGF165-induced stimulation of endothelial cell proliferation and extended morphology of cells. This indicates that sGAG can act as modulators of protein interaction profiles of HA/coll hydrogels. In addition, sHA-AC-containing gels with and even without VEGF165 strongly stimulate endothelial cell proliferation compared to gels containing only CS-AC or HA-AC. Thus, HA/coll-based hydrogels containing cross-linked sHA-AC are biomimetic materials able to directly influence endothelial cells in vitro, which might translate into an improved healing of injured vascularized tissues.
Assuntos
Colágeno/química , Glicosaminoglicanos/química , Ácido Hialurônico/química , Hidrogéis/química , Fator A de Crescimento do Endotélio Vascular/metabolismo , Animais , Linhagem Celular , Proliferação de Células/efeitos dos fármacos , Células Endoteliais/citologia , Células Endoteliais/metabolismo , Células Endoteliais/patologia , Glicosaminoglicanos/metabolismo , Hidrogéis/farmacologia , Microscopia de Fluorescência , Ligação Proteica , Sulfatos/química , Suínos , Fator A de Crescimento do Endotélio Vascular/químicaRESUMO
Noncovalent interactions between the guanidinium cation (Gdm+) and aromatic amino acids (AAs) in the water molecules have been studied using quantum chemical calculation and molecular dynamics (MD) simulations. Our studies show that there are two different modes of interactions between Gdm+ and AAs with and without water molecules. It is observed that nonhydrated Gdm+ interacts with AAs through N-H···π interactions, whereas hydrated clusters of Gdm+ are stabilized by stacking interactions with the help of the water-mediated hydrogen bond. Thus, different hydration patterns have significant effects on the predominant cation···π interactions in AAs-Gdm+ complexes. Findings from MD simulation elicit that the interaction pattern of Gdm+ with AAs varies as Phe < Tyr < Trp. Both the QM and MD calculations show a similar trend in the interaction of AAs with Gdm+. Moreover, the interaction of AAs with Gdm+ depends on the spatial orientation of AAs in the protein and the concomitant local structure, that is, the AAs present in the unstructured region of protein such as coils and bends exhibit higher binding for Gdm+ when compared to the AAs present in the structured region of the protein such as the α-helix and the ß-sheet. Our study clearly reveals that H-bonded water molecules and the hydration pattern of Gdm+ as well as the positional presence of these AAs in the protein structure context play determining roles in the denaturation of protein by the Gdm+ cation.
Assuntos
Aminoácidos Aromáticos/química , Guanidina/química , Modelos Químicos , Desnaturação Proteica , Água/química , Química Computacional , Ligação de Hidrogênio , Simulação de Dinâmica Molecular , Processamento de Proteína Pós-Traducional , Estabilidade ProteicaRESUMO
Functional biomaterials that are able to bind, stabilize and release bioactive proteins in a defined manner are required for the controlled delivery of such to the desired place of action, stimulating wound healing in health-compromised patients. Glycosaminoglycans (GAG) represent a very promising group of components since they may be functionally engineered and are well tolerated by the recipient tissues due to their relative immunological inertness. Ligands of the Epidermal Growth Factor (EGF) receptor (EGFR) activate keratinocytes and dermal fibroblasts and, thus, contribute to skin wound healing. Heparin-binding EGF-like growth factor (HB-EGF) bound to GAG in biomaterials (e.g. hydrogels) might serve as a reservoir that induces prolonged activation of the EGF receptor and to recover disturbed wound healing. Based on previous findings, the capacity of hyaluronan (HA) and its sulfated derivatives (sHA) to bind and release HB-EGF from HA/collagen-based hydrogels was investigated. Docking and molecular dynamics analysis of a molecular model of HB-EGF led to the identification of residues in the heparin-binding domain of the protein being essential for the recognition of GAG derivatives. Furthermore, molecular modeling and surface plasmon resonance (SPR) analyses demonstrated that sulfation of HA increases binding strength to HB-EGF thus providing a rationale for the development of sHA-containing hydrogels. In line with computational observations and in agreement with SPR results, gels containing sHA displayed a retarded HB-EGF release in vitro compared to pure HA/collagen gels. Hydrogels containing HA and collagen or a mixture with sHA were shown to bind and release bioactive HB-EGF over at least 72â¯h, which induced keratinocyte migration, EGFR-signaling and HGF expression in dermal fibroblasts. Importantly, hydrogels containing sHA strongly increased the effectivity of HB-EGF in inducing epithelial tip growth in epithelial wounds shown in a porcine skin organ culture model. These findings suggest that hydrogels containing HA and sHA can be engineered for smart and effective wound dressings. STATEMENT OF SIGNIFICANCE: Immobilization and sustained release of recombinant proteins from functional biomaterials might overcome the limited success of direct application of non-protected solute growth factors during the treatment of impaired wound healing. We developed HA/collagen-based hydrogels supplemented with acrylated sulfated HA for binding and release of HB-EGF. We analyzed the molecular basis of HB-EGF interaction with HA and its chemical derivatives by in silico modeling and surface plasmon resonance. These hydrogels bind HB-EGF reversibly. Using different in vitro assays and organ culture we demonstrate that the introduction of sulfated HA into the hydrogels significantly increases the effectivity of HB-EGF action on target cells. Therefore, sulfated HA-containing hydrogels are promising functional biomaterials for the development of mediator releasing wound dressings.
Assuntos
Colágeno/farmacologia , Fator de Crescimento Semelhante a EGF de Ligação à Heparina/farmacologia , Ácido Hialurônico/farmacologia , Hidrogéis/farmacologia , Sulfatos/farmacologia , Cicatrização/efeitos dos fármacos , Animais , Colágeno/química , Preparações de Ação Retardada/farmacologia , Epiderme/efeitos dos fármacos , Fibroblastos/efeitos dos fármacos , Glicosaminoglicanos/metabolismo , Humanos , Ácido Hialurônico/química , Hidrogéis/química , Fosforilação/efeitos dos fármacos , Proteínas Proto-Oncogênicas c-akt/metabolismo , Ratos , Sulfatos/química , Suínos , TermodinâmicaRESUMO
Pathological healing characterized by abnormal angiogenesis presents a serious burden to patients' quality of life requiring innovative treatment strategies. Glycosaminoglycans (GAG) are important regulators of angiogenic processes. This experimental and computational study revealed how sulfated GAG derivatives (sGAG) influence the interplay of vascular endothelial growth factor (VEGF)165 and its heparin-binding domain (HBD) with the signaling receptor VEGFR-2 up to atomic detail. There was profound evidence for a HBD-GAG-HBD stacking configuration. Here, the sGAG act as a "molecular glue" leading to recognition modes in which sGAG interact with two VEGF165-HBDs. A 3D angiogenesis model demonstrated the dual regulatory role of high-sulfated derivatives on the biological activity of endothelial cells. While GAG alone promote sprouting, they downregulate VEGF165-mediated signaling and, thereby, elicit VEGF165-independent and -dependent effects. These findings provide novel insights into the modulatory potential of sGAG derivatives on angiogenic processes and point towards their prospective application in treating abnormal angiogenesis.
Assuntos
Glicosaminoglicanos/metabolismo , Ácido Hialurônico/farmacologia , Fator A de Crescimento do Endotélio Vascular/metabolismo , Sítios de Ligação , Sulfatos de Condroitina/farmacologia , Simulação por Computador , Glicosaminoglicanos/química , Células Endoteliais da Veia Umbilical Humana , Humanos , Proteínas Imobilizadas/metabolismo , Modelos Moleculares , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Neovascularização Fisiológica , Fosforilação , Domínios Proteicos , Esferoides Celulares , Relação Estrutura-Atividade , Ressonância de Plasmônio de Superfície , Fator A de Crescimento do Endotélio Vascular/química , Receptor 2 de Fatores de Crescimento do Endotélio Vascular/metabolismoRESUMO
Alzheimer's disease (AD) is the most common neurodegenerative disorder. Along with an increasing number of elderly worldwide, it poses a great challenge for the society and health care. Although sporadic AD is the common form of AD, 2-3% of the AD cases are expected to be due to mutations in the ß region of the amyloid precursor protein, which is referred to as autosomal dominant AD (ADAD). These mutations may cause changes in the secondary structure of the amyloid ß fibrils and may alter the fibrillization rate leading to changes in the disease development and could also affect the binding to tracers used in diagnosis. In particular, from some recent clinical studies using PET tracers for detection of fibrillar amyloids, it is evident that in ADAD patients with Arctic mutation no amyloid plaque binding can be detected with the 11C-Pittsburgh Compound B (11C-PIB). However, for in vitro conditions, significant binding of 3H-PIB has been reported for the amyloid fibrils carrying the Arctic mutation. The aim of the present study is to investigate if there is any mutation specific binding of commonly used amyloid tracers, namely, florbetaben, florbetapir, FPIB, AZD4694, and AZD2184, by means of molecular modeling techniques. Other than Arctic, ADAD mutations, such as the Dutch, Italian, Iowa, and Flemish mutations, are considered in this study. We report that all tracers except florbetapir show reduced binding affinity toward amyloid ß fibrils with the Arctic mutation when compared to the native type. Moreover, florbetapir is the only tracer that binds to all mutants with increased affinity when compared to the native fibril. The results obtained from these studies could increase the understanding of the structural changes caused by mutation and concomitant changes in the interaction pattern of the PET tracers with the mutated variants, which in turn can be useful in selecting the appropriate tracers for the purpose of diagnosis as well as for designing new tracers with desirable properties.
Assuntos
Amiloide/química , Amiloide/genética , Tomografia por Emissão de Pósitrons/métodos , Compostos Radiofarmacêuticos/química , Amiloide/ultraestrutura , Sítios de Ligação , Aberrações Cromossômicas , Modelos Químicos , Simulação de Acoplamento Molecular , Mutação/genética , Polimorfismo de Nucleotídeo Único/genética , Ligação Proteica , Conformação Proteica , Mapeamento de Interação de Proteínas/métodos , Relação Estrutura-AtividadeRESUMO
Positron emission tomography (PET) tracers play an important role in the diagnosis of Alzheimer's disease, a condition that leads to progressive dementia and memory loss. A high binding affinity and specificity of the PET tracers to amyloid oligomers and fibrils are crucial for their successful application as diagnostic agents. In this sense, it is essential to design PET tracers with enhanced binding affinities, which can lead to more precise and earlier detection of Alzheimer's disease conditions. The application of in silico methodology for the design and development of efficient PET tracers may serve as an important route to improved Alzheimer's disease diagnosis. In this work, the performance of widely used computational methods is explored for predicting experimental binding affinities of styrylbenzoxazole (SB) derivatives against a common amyloid protofibril. By performing docking, molecular dynamics, and quantum chemistry calculations in sequence their combined predictive performance is explored. The present work emphasizes the merits as well as limitations of these simulation strategies in the realm of designing PET tracers for Alzheimer's disease diagnosis.
Assuntos
Peptídeos beta-Amiloides/metabolismo , Benzoxazóis/química , Desenho de Fármacos , Fragmentos de Peptídeos/metabolismo , Tomografia por Emissão de Pósitrons , Compostos Radiofarmacêuticos , Estirenos/química , Doença de Alzheimer/diagnóstico por imagem , Modelos Químicos , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Estrutura Molecular , Teoria Quântica , Compostos Radiofarmacêuticos/químicaRESUMO
The interactions between nanomaterials (NMs) and amyloid proteins are central to the nanotechnology-based diagnostics and therapy in neurodegenerative disorders such as Alzheimer's and Parkinson's. Graphene oxide (GO) and its derivatives have shown to modulate the aggregation pattern of disease causing amyloid beta (Aß) peptide. However, the mechanism is still not well understood. Using molecular dynamics simulations, the effect of graphene oxide (GO) and reduced graphene oxide (rGO) having carbon:oxygen ratio of 4:1 and 10:1, respectively, on the conformational transitions (alpha-helix to beta-sheet) and the dynamics of the peptide was investigated. GO and rGO decreased the beta-strand propensity of amino acid residues in Aß. The peptide displayed different modes of adsorption on GO and rGO. The adsorption on GO was dominated by electrostatic interactions, whereas on rGO, both van der Waals and electrostatic interactions contributed in the adsorption of the peptide. Our study revealed that the slight increase in the hydrophobic patches on rGO made it more effective inhibitor of conformational transitions in the peptide. Alpha helix-beta sheet transition in Aß peptide could be one of the plausible mechanism by which graphene oxide may inhibit amyloid fibrillation.
Assuntos
Peptídeos beta-Amiloides/antagonistas & inibidores , Grafite/química , Simulação de Dinâmica Molecular , Óxidos/química , Fragmentos de Peptídeos/antagonistas & inibidores , Adsorção , Sequência de Aminoácidos , Peptídeos beta-Amiloides/química , Sítios de Ligação , Humanos , Interações Hidrofóbicas e Hidrofílicas , Dados de Sequência Molecular , Oxirredução , Fragmentos de Peptídeos/química , Ligação Proteica , Estrutura Secundária de Proteína , Estrutura Terciária de Proteína , Eletricidade Estática , Homologia Estrutural de Proteína , Propriedades de Superfície , TermodinâmicaRESUMO
The use of certain ionic liquids (ILs) as pretreatment solvents for lignocellulosic biomass has gained great interest in recent years due to the IL's capacity for efficient cellulose dissolution in aqueous solution as compared to other common pretreatment techniques. A fundamental understanding on how these ILs in aqueous environments act on cellulose, particularly at lower IL concentrations with water as a cosolvent, is essential for optimizing pretreatment efficiency, lowering pretreatment cost, and improving IL recyclability. The IL 1-ethyl-3-methylimidazolium acetate ([C2C1Im][OAc]) is one of the most efficient cellulose solvents known, greatly altering cellulose structure for improved enzymatic saccharification. To understand the role of water as a cosolvent with [C2C1Im][OAc], we investigated the dissolution mechanism of microcrystalline cellulose, type Iß, in different [C2C1Im][OAc]:water ratios at room (300 K) and pretreatment (433 K) temperatures using all atom molecular dynamics (MD) simulations. These simulations show that 80:20 ratios of [C2C1Im][OAc]:water should be considered as "the tipping point" above which [C2C1Im][OAc]:water mixtures are equally effective on decrystallization of cellulose by disrupting the interchain hydrogen bonding interactions. Simulations also reveal that the resulting decrystallized cellulose from 100% [C2C1Im][OAc] begins to repack in the presence of water but into a less crystalline, or more amorphous, form.
Assuntos
Celulose/química , Modelos Teóricos , Solventes/química , Água/química , Simulação de Dinâmica Molecular , Solubilidade , TemperaturaRESUMO
A systematic molecular dynamics (MD) simulation has been carried out on collagen-like peptides with different combinations of interruptions in the Gly-X(AA) -Y(AA) repeats. Although experimental studies have been carried out to elucidate the structural consequences of homotrimeric collagen-like peptides, this is the first report on the structural effect on the heterotrimeric models with G4G and G1G breaks present simultaneously in the constituent chains with difference in one residue chain staggering. The results reveal that the axial registry of the interrupted region changes significantly from that of conventional triple helical peptide without interruption. Further, results from MD simulations show the formation of a kink in the interrupted region of the triple-helical peptides. The conformational analysis reveals that the interruption in the Gly-X(AA) -Y(AA) pattern in these peptides induces ß-strand conformation in triple helical peptides. The conventional hydrogen bonds in the interrupted triad are affected and new nonconventional H-bonds are formed in the triple helical structure, and as a result interrupted region becomes locally fragile. MM-PBSA calculations on the different systems clearly suggest that the binding affinity varies marginally due to one residue staggering. However, it is found from the structural parameters that hydrogen-bonding pattern differs significantly due to the difference in the staggering of chains.