Coarse-Grained Molecular Dynamic and Experimental Studies on Self-Assembly Behavior of Nonionic F127/HS15 Mixed Micellar Systems

Self-Associated Engineering in P123 Micelles Rationalizing the Role of Other Pluronics with Varying Hydrophilicity as a Mixed System

This study explores the atomic-level interactions of different poly(ethylene oxide) (EO)-poly(propylene oxide) (PO)-based block copolymers (BCPs), commercially known as Pluronics, with varying hydrophilicity that influences the solution behavior within Pluronic P123 micelles as a mixed system. The critical insights into the thermoresponsiveness of P123 in the presence of different Pluronics with increasing %EO content (L61, L62, L64, and F68) is hypothesized to modulate the hydrophobic interactions, leading to distinct solution textures such as clear solution (sol), blue point (BP), and cloud point (CP). The solution relative viscosity (ηrel) and rheological analysis will depict the dynamic flow behavior and expose the viscoelastic properties of the blended system. The dynamic light scattering (DLS) analysis will exhibit a temperature-dependent variation in the hydrodynamic diameter (Dh) micelle size in the examined system as a function of temperature, depicting micellar growth, while small-angle neutron scattering (SANS) will explore the intricate micellar structural dynamics in terms of size and shape using various mathematical models. Complementing these findings, transmission electron microscopy (TEM) will offer direct visualization of these micellar structures, confirming the morphological growth/transitions. Coarse-grained molecular dynamics (CG-MD) simulations will elucidate this self-assembly at the molecular scale with micelle size distributions, computed scattering intensity, density profiles, solvent-accessible surface area (SASA), diffusion coefficient (D), and mean squared displacement (MSD) profiles at elevated temperatures to uncover molecular packing and stability.

Computational design to experimental validation: molecular dynamics-assisted development of polycaprolactone micelles for drug delivery

Amphiphilic diblock copolymers are used in drug delivery systems for cancer treatments. However, these carriers suffer from lower drug loading capacity, poor water solubility, and non-targeted drug release. Here, we utilized a computational approach to analyze the effect of the functional groups of the hydrophobic block on the drug-polymer interactions. To design effective drug carriers, four different amphiphilic block copolymer micelles with distinct aromatic and heteroaromatic groups at the hydrophobic core were subjected to molecular dynamics simulations. The solvent-accessible surface area, water shell, hydrogen bonding, and radius of gyration of the simulated micelles were determined. Further, we assessed the interactions between the hydrophobic block and drug molecules using linear interaction energy and non-covalent interactions. The computational studies revealed that the micelles containing a novel poly(γ-2-methoxyfuran-ε-caprolactone) (PFuCL) hydrophobic block have the highest polymer-drug interactions. From these findings, we synthesized a novel amphiphilic poly(ethylene glycol)-b-poly(γ-2-methoxyfuran(ε-caprolactone)) (PEG-b-PFuCL) block copolymer using ring-opening polymerization of FuCL monomer. The polymer was self-assembled in aqueous media to form micelles. The aromatic segment of PEG-b-PFuCL micelles enhanced the doxorubicin (DOX) loading through non-covalent interactions, resulting in a 4.25 wt% drug-loading capacity. We also showed that the hydrolysis of the ester bond allowed a faster in vitro drug release at pH 5.0 compared to pH 7.4. Cell viability experiments revealed that DOX-loaded PEG-b-PFuCL micelles show that micelles are cytotoxic and readily uptaken into MDA-MB-231 cells. Therefore, furan-substituted micelles will be an ideal drug carrier with higher polymer-to-drug interactions, enhanced drug loading, and lower premature leakage.

Study on preparation of "ping-pong" ball shaped chitosan oligosaccharide - based hollow mesoporous carbon carrier for efficient anthocyanins loading

Carriers for efficient loading and delivery of compounds are urgently needed. A multifunctional nanoplatform of ordered hollow mesoporous carbon (HMC) was developed to load anthocyanins (AN) efficiently. The morphology, specific surface area, binding mode, and biocompatibility of HMC were verified. HMCs were uniformly spherical with well-defined cavities and mesoporous shells, similar to a "ping-pong" ball shape, and this shape of HMC provided a more spatial location for the load of the AN. And the best loading result of AN was 33.39% ± 3.00%. Coarse-grained molecular dynamics (CGMD) simulations showed that HMC and AN may bind by electrostatic interaction and hydrogen bonding, the binding process indicated that HMC contributed to the loading of AN, and the cytotoxicity results showed no significant toxicity of the complex. The homogeneous morphology and good biocompatibility of HMC offer new probabilities for the high effectiveness of oral delivery of active substances.

Dynamics of Amphiphilic Poly(ε-Caprolactone) Micelles with Doxorubicin and Transition Temperature Predictions Using All-Atom Molecular Dynamics Simulation

Despite the advent of novel therapeutics, the efficient delivery of antineoplastic drugs remains a challenge. Biodegradable polymeric micelles represent a promising frontier by offering enhanced drug solubility, tumor targeting, and controlled release profiles. However, the underlying dynamics governing the drug encapsulation and solvation within these micellar structures is still vague and poorly understood. In this study, we used amphiphilic poly(γ-benzyloxy-ε-caprolactone)-b-poly(γ-2-[2-(2-methoxy ethoxy)ethoxy]ethoxy-ε-caprolactone) as a model copolymer with doxorubicin as a model drug and performed all-atom molecular dynamics simulations to understand the regulating mechanism of the encapsulation process. The results are in good agreement with the experimental results. In addition, we interpreted the dynamic behavior of the polymeric micelles and vital intermolecular interactions that play a key role in drug encapsulation. Our study provides a theoretical approach to obtain insights for designing and enhancing novel anticancer drug carriers for therapeutics.

Assessing the Interaction between Dodecylphosphocholine and Dodecylmaltoside Mixed Micelles as Drug Carriers with Lipid Membrane: A Coarse-Grained Molecular Dynamics Simulation

Integrating drugs into cellular membranes efficiently is a significant challenge in drug delivery systems. This study aimed to overcome these barriers by utilizing mixed micelles to enhance drug incorporation into cell membranes. We employed coarse-grained molecular dynamics (MD) simulations to investigate the stability and efficacy of micelles composed of dodecylphosphocholine (DPC), a zwitterionic surfactant, and dodecylmaltoside (DDM), a nonionic surfactant, at various mixing ratios. Additionally, we examined the incorporation of a mutated form of Indolicidin (IND) (CP10A), an anti-HIV peptide, into these micelles. This study provides valuable insights for the development of more effective drug delivery systems by optimizing the mixing ratios of DPC and DDM. By balancing stability and penetration efficiency, these mixed micelles can improve the delivery of drugs that face challenges crossing lipid membranes. Such advancements can enhance the efficacy of treatments for various conditions, including viral infections and cancer, by ensuring that therapeutic agents reach their intended cellular targets more effectively.

Molecular near-infrared triplet-triplet annihilation upconversion with eigen oxygen immunity

Molecular triplet-triplet annihilation upconversion often experiences drastic luminescence quenching in the presence of oxygen molecules, posing a significant constraint on practical use in aerated conditions. We present an oxygen-immune near-infrared triplet-triplet annihilation upconversion system utilizing non-organometallic cyanine sensitizers (λex = 808 nm) and chemically synthesized benzo[4,5]thieno[2,3-b][1,2,5]thiadiazolo[3,4-g]quinoxaline dyes with a defined dimer structure as annihilators (λem = 650 nm). This system exhibits ultrastable upconversion under continuous laser irradiance (>480 mins) or extended storage (>7 days) in aerated solutions. Mechanistic investigations reveal rapid triplet-triplet energy transfer from sensitizer to annihilators, accompanied by remarkably low triplet oxygen quenching efficiencies (η O 2  < 13% for the sensitizer, <3.7% for the annihilator), endowing the bicomponent triplet-triplet annihilation system with inherent oxygen immunity. Our findings unlock the direct and potent utilization of triplet-triplet annihilation upconversion systems in real-world applications, demonstrated by the extended and sensitive nanosensing of peroxynitrite radicals in the liver under in vivo nitrosative stress.

Transcellular Transport Behavior of the Intact Polymeric Mixed Micelles with Different Polymeric Ratios

In order to better promote the application of the polymeric mixed micelles (PMMs) in oral delivery, in addition to focusing on the improvement of micellar structural stability, it is necessary to obtain the absorption characteristics of the intact micellar particles. In this work, the transport behavior across Caco-2 cells of FS/PMMs composed of Pluronic F127 and Solutol HS15 was tracked by encapsulating an environment-responsive probe into the particles. The specific property of the probe is the water-initiated aggregation-caused quenching (ACQ) ability, by which integral particles can be identified accurately. The influence of polymeric ratios (FS) on the transcellular behavior of FS/PMMs was explored and the single pass intestinal perfusion experiment was used to further illustrate it. Moreover, pharmacokinetics parameters were detected to analyze the relationship among FS ratios, transport behavior, and pharmacokinetic parameters. FS ratios were found to hardly affect the endocytosis pathways and intracellular itinerary of FS/PMMs, but do affect the proportion of each path. FS/PMMs with high HS15 content, namely System-I, were found to primarily undergo receptor-mediated endocytosis pathway and be less susceptible to lysosomal degradation, which would lead to more absorption and higher Cmax and AUC than drug suspension. In contrast, despite System-II with high F127 content cannot contribute to drug plasma concentration, it can prolong the in vivo retention time. These findings provided evidence for the role of polymeric ratios in modulating the transcellular absorption and pharmacokinetic parameters of the drug-loaded PMMs, and would be a step forward in helping PMMs' design to enhance oral drug delivery.

Interaction between sodium dodecylsulfate (SDS) and pluronic L61 in aqueous medium: assessment of the nature and morphology of the formed mixed aggregates by NMR, EPR, SANS and FF-TEM measurements

The interaction of copolymer L61 i.e., (EO)2(PO)32(EO)2 (where EO and PO are ethylene and propylene oxides, respectively) with surfactant SDS (sodium dodecylsulfate) in relation to their self-aggregation, dynamics and microstructures has been physicochemically studied in detail employing the Nuclear Magnetic Resonance (NMR), Electron Paramagnetic Resonance (EPR), Small-Angle Neutron Scattering (SANS), and Freeze-Fracture Transmission Electron Microscopy (FF-TEM) methods. The NMR self-diffusion study indicated a synergistic interaction between SDS and L61 forming L61-SDS mixed complex aggregates, and deuterium (2H) NMR pointed out the nonspherical nature of these aggregates with increasing [L61]. EPR spectral analysis of the motional parameters of 5-doxyl steraric acid (5-DSA) as a spin probe provided information on the microviscosity of the local environment of the L61-SDS complex aggregates. SANS probed the geometrical aspects of the SDS-L61 assemblies as a function of both [L61] and [SDS]. Progressive evolution of the mixed-aggregate geometries from globular to prolate ellipsoids with axial ratios ranging from 2 to 10 with increasing [L61] was found. Such morphological changes were further corroborated with the results of 2H NMR and FF-TEM measurements. The strategy of the measurements, and data analysis for a concerted conclusion have been presented.

The Martini Model in Materials Science

The Martini model, a coarse-grained force field initially developed with biomolecular simulations in mind, has found an increasing number of applications in the field of soft materials science. The model's underlying building block principle does not pose restrictions on its application beyond biomolecular systems. Here, the main applications to date of the Martini model in materials science are highlighted, and a perspective for the future developments in this field is given, particularly in light of recent developments such as the new version of the model, Martini 3.

Understanding the Synergistic Correlation between the Spatial Distribution of Drug-Loaded Mixed Micellar Systems and In Vitro Behavior via Experimental and Computational Approaches

To better promote the application of polymeric mixed micelles (PMMs), a coarse-grained molecular dynamics simulation (CGMD) has been employed to investigate the factors controlling the spatial distribution within the PMMs and predict their drug-loading properties, meanwhile, combined with experimental methods to validate and examine it. In this study, the snapshots obtained from CGMD and the results of proton nuclear magnetic resonance (¹H NMR) and transmission electron microscopy (TEM) provide new insights into the distribution principle that the spatial distribution depends on the hydrophobic compatibility of drugs with the regions within PMMs. Docetaxel (DTX) is located within the interior or near the core-corona interface of the HS15 hydrophobic core inside FS/PMMs (PMMs fabricated from a nonionic triblock copolymer (F127)) and a nonionic surfactant (HS15), and therefore, the system with a high HS15 ratio, such as system I, is more suitable for loading DTX. In contrast, the more water-soluble puerarin (PUE) is more likely to be solubilized in the "secondary hydrophobic area," mainly formed by the hydrophobic part of F127 within FS/PMMs. However, when the initial feeding concentration of the drug is increased or the FS mixing ratios are changed, an inappropriate distribution would occur and hence influence the drug-loading stability. Also, this impact was further elucidated by the calculated parameters (solvent-accessible surface area (SASA), the radius of gyration (R_g), and energy landscape), and the analysis of the drug leakage, concluding that inappropriate distribution of the drug would lower the stability of the drug in the PMMs. These results combined together provide new insights into the distribution principle that the spatial distribution of drugs within PMMs depends on the hydrophobic compatibility of drugs with the regions formed by micellar materials. Additionally, in vitro drug release yielded a consistent picture with the above conclusions and provides evidence that both the location of the drug within the systems and the stability of the drug-loading system have a great influence on the drug release behavior. Accordingly, this work demonstrates that we can tune the drug-loading stability and drug release behavior via the drug-PMM interaction and drug location study, and CGMD technology would be a step forward in the search for suitable drug-delivery PMMs.

Molecular Dynamics Simulations in Drug Discovery and Pharmaceutical Development

Molecular dynamics (MD) simulations have become increasingly useful in the modern drug development process. In this review, we give a broad overview of the current application possibilities of MD in drug discovery and pharmaceutical development. Starting from the target validation step of the drug development process, we give several examples of how MD studies can give important insights into the dynamics and function of identified drug targets such as sirtuins, RAS proteins, or intrinsically disordered proteins. The role of MD in antibody design is also reviewed. In the lead discovery and lead optimization phases, MD facilitates the evaluation of the binding energetics and kinetics of the ligand-receptor interactions, therefore guiding the choice of the best candidate molecules for further development. The importance of considering the biological lipid bilayer environment in the MD simulations of membrane proteins is also discussed, using G-protein coupled receptors and ion channels as well as the drug-metabolizing cytochrome P450 enzymes as relevant examples. Lastly, we discuss the emerging role of MD simulations in facilitating the pharmaceutical formulation development of drugs and candidate drugs. Specifically, we look at how MD can be used in studying the crystalline and amorphous solids, the stability of amorphous drug or drug-polymer formulations, and drug solubility. Moreover, since nanoparticle drug formulations are of great interest in the field of drug delivery research, different applications of nano-particle simulations are also briefly summarized using multiple recent studies as examples. In the future, the role of MD simulations in facilitating the drug development process is likely to grow substantially with the increasing computer power and advancements in the development of force fields and enhanced MD methodologies.