6 research outputs found

    Absolute Organic Crystal Thermodynamics: Growth of the Asymmetric Unit into a Crystal via Alchemy

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    The solubility of organic molecules is of critical importance to the pharmaceutical industry; however, robust computational methods to predict this quantity from first-principles are lacking. Solubility can be computed from a thermodynamic cycle that decomposes standard state solubility into the sum of solid–vapor sublimation and vapor–liquid solvation free energies Δ<i>G</i><sub>solubility</sub><sup>°</sup> = Δ<i>G</i><sub>sub</sub><sup>°</sup> + Δ<i>G</i><sub>solv</sub><sup>°</sup>. Over the past few decades, alchemical simulation methods to compute solvation free energy using classical force fields have become widely used. However, analogous methods for determining the free energy of the sublimation/deposition phase transition are currently limited by the necessity of a priori knowledge of the atomic coordinates of the crystal. Here, we describe progress toward an alternative scheme based on <u>g</u>rowth of the <u>a</u>symmetric <u>u</u>nit into a <u>c</u>rystal via alc<u>he</u>my (GAUCHE). GAUCHE computes deposition free energy Δ<i>G</i><sub>dep</sub><sup>°</sup> = −Δ<i>G</i><sub>sub</sub><sup>°</sup> = −<i>k</i><sub>B</sub><i>T</i> ln­(<i>V</i><sub>c</sub>/<i>V</i><sub>g</sub>) + Δ<i>G</i><sub>AU</sub> + Δ<i>G</i><sub>AU→UC</sub> as the sum of an entropic term to account for compressing a vapor at 1 M standard state (<i>V</i><sub>g</sub>) into the molar volume of the crystal (<i>V</i><sub>c</sub>), where <i>k</i><sub>B</sub> is Boltzmann’s constant and <i>T</i> is temperature in degrees Kelvin, plus two simulation steps. In the first simulation step, the deposition free energy Δ<i>G</i><sub>AU</sub> for a system composed of only <i>N</i><sub>AU</sub> asymmetric unit (AU) molecule(s) is computed beginning from an arbitrary conformation in vacuum. In the second simulation step, the change in free energy Δ<i>G</i><sub>AU→UC</sub> to expand the asymmetric unit degrees of freedom into a unit cell (UC) composed of <i>N</i><sub>UC</sub> independent molecules is computed. This latter step accounts for the favorable free energy of removing the constraint that every symmetry mate of the asymmetric unit has an identical conformation and intermolecular interactions. The current work is based on NVT simulations, which requires knowledge of the crystal space group and unit cell parameters from experiment, but not a priori knowledge of crystalline atomic coordinates. GAUCHE was applied to 5 organic molecules whose sublimation free energy has been measured experimentally, based on the polarizable AMOEBA force field and more than a microsecond of sampling per compound in the program Force Field X. The mean unsigned and RMS errors were only 1.6 and 1.7 kcal/mol, respectively, which indicates that GAUCHE is capable of accurate prediction of absolute sublimation thermodynamics

    Balanced Effects of Surface Reactivity and Self-Association of Bifunctional Polyaspartamide on Stem Cell Adhesion

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    Extensive efforts have been made to regulate surface wettability using bivalent polymers composed of hydrophobic surface-reactive groups and hydrophilic groups. To further enhance the controllability, this study demonstrates that the balance between the surface reactivity and self-aggregation of bivalent poly­(hydroxyethyl-<i>co</i>-methacryloxyethyl aspartamide) (PHMAA) is crucial in controlling the wettability of methacrylated glass and thus the adhesion of stem cells. In particular, the wettability of the glass and the subsequent cell spreading became maximal with PHMAA that led to the largest and most uniform coverage of hydroxyl groups. In summary, this study would be useful in advancing various molecules used for surface engineering

    Decellularized Matrix Produced by Mesenchymal Stem Cells Modulates Growth and Metabolic Activity of Hepatic Cell Cluster

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    Miniature organlike three-dimensional cell clusters often called organoids have emerged as a useful tool for both fundamental and applied bioscience studies. However, there is still a great need to improve the quality of organoids to a level where they exhibit similar biological functionality to an organ. To this end, we hypothesized that a decellularized matrix derived from mesenchymal stem cell (MSC) could regulate the phenotypic and metabolic activity of organoids. This hypothesis was examined by culturing cells of interest in the decellularized matrix of MSCs cultured on a 2D substrate at confluency or in the form of spheroids. The decellularized matrix prepared with MSC spheroids showed a 3D porous structure with a higher content of extracellular matrix molecules than the decellularized matrix derived from MSCs cultured on a 2D substrate. HepG2 hepatocarcinoma cells, which retain the metabolic activity of hepatocytes, were cultured in these decellularized matrices. Interestingly, the decellularized matrix from the MSC spheroids served to develop the hepatic cell clusters with higher levels of E-cadherin-mediated cell–cell adhesion and detoxification activity than the decellularized matrix from the MSCs cultured on a 2D substrate. Overall, the results of this study are useful in improving biological functionality of a wide array of organoids

    Nanothin Coculture Membranes with Tunable Pore Architecture and Thermoresponsive Functionality for Transfer-Printable Stem Cell-Derived Cardiac Sheets

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    Coculturing stem cells with the desired cell type is an effective method to promote the differentiation of stem cells. The features of the membrane used for coculturing are crucial to achieving the best outcome. Not only should the membrane act as a physical barrier that prevents the mixing of the cocultured cell populations, but it should also allow effective interactions between the cells. Unfortunately, conventional membranes used for coculture do not sufficiently meet these requirements. In addition, cell harvesting using proteolytic enzymes following coculture impairs cell viability and the extracellular matrix (ECM) produced by the cultured cells. To overcome these limitations, we developed nanothin and highly porous (NTHP) membranes, which are ∼20-fold thinner and ∼25-fold more porous than the conventional coculture membranes. The tunable pore size of NTHP membranes at the nanoscale level was found crucial for the formation of direct gap junctions-mediated contacts between the cocultured cells. Differentiation of the cocultured stem cells was dramatically enhanced with the pore size-customized NTHP membrane system compared to conventional coculture methods. This was likely due to effective physical contacts between the cocultured cells and the fast diffusion of bioactive molecules across the membrane. Also, the thermoresponsive functionality of the NTHP membranes enabled the efficient generation of homogeneous, ECM-preserved, highly viable, and transfer-printable sheets of cardiomyogenically differentiated cells. The coculture platform developed in this study would be effective for producing various types of therapeutic multilayered cell sheets that can be differentiated from stem cells

    Worm-Like Superparamagnetic Nanoparticle Clusters for Enhanced Adhesion and Magnetic Resonance Relaxivity

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    Nanosized bioprobes that can highlight diseased tissue can be powerful diagnostic tools. However, a major unmet need is a tool with adequate adhesive properties and contrast-to-dose ratio. To this end, this study demonstrates that targeted superparamagnetic nanoprobes engineered to present a worm-like shape and hydrophilic packaging enhance both adhesion efficiency to target substrates and magnetic resonance (MR) sensitivity. These nanoprobes were prepared by the controlled self-assembly of superparamagnetic iron oxide nanoparticles (SPIONs) into worm-like superstructures using glycogen-like amphiphilic hyperbranched polyglycerols functionalized with peptides capable of binding to defective vasculature. The resulting worm-like SPION clusters presented binding affinity to the target substrate 10-fold higher than that of spherical ones and T<sub>2</sub> molar MR relaxivity 3.5-fold higher than that of conventional, single SPIONs. The design principles discovered for these nanoprobes should be applicable to a range of other diseases where improved diagnostics are needed

    Dual Roles of Graphene Oxide To Attenuate Inflammation and Elicit Timely Polarization of Macrophage Phenotypes for Cardiac Repair

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    Development of localized inflammatory environments by M1 macrophages in the cardiac infarction region exacerbates heart failure after myocardial infarction (MI). Therefore, the regulation of inflammation by M1 macrophages and their timely polarization toward regenerative M2 macrophages suggest an immunotherapy. Particularly, controlling cellular generation of reactive oxygen species (ROS), which cause M1 differentiation, and developing M2 macrophage phenotypes in macrophages propose a therapeutic approach. Previously, stem or dendritic cells were used in MI for their anti-inflammatory and cardioprotective potentials and showed inflammation modulation and M2 macrophage progression for cardiac repair. However, cell-based therapeutics are limited due to invasive cell isolation, time-consuming cell expansion, labor-intensive and costly <i>ex vivo</i> cell manipulation, and low grafting efficiency. Here, we report that graphene oxide (GO) can serve as an antioxidant and attenuate inflammation and inflammatory polarization of macrophages <i>via</i> reduction in intracellular ROS. In addition, GO functions as a carrier for interleukin-4 plasmid DNA (IL-4 pDNA) that propagates M2 macrophages. We synthesized a macrophage-targeting/polarizing GO complex (MGC) and demonstrated that MGC decreased ROS in immune-stimulated macrophages. Furthermore, DNA-functionalized MGC (MGC/IL-4 pDNA) polarized M1 to M2 macrophages and enhanced the secretion of cardiac repair-favorable cytokines. Accordingly, injection of MGC/IL-4 pDNA into mouse MI models attenuated inflammation, elicited early polarization toward M2 macrophages, mitigated fibrosis, and improved heart function. Taken together, the present study highlights a biological application of GO in timely modulation of the immune environment in MI for cardiac repair. Current therapy using off-the-shelf material GO may overcome the shortcomings of cell therapies for MI
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