Carbohydrates play an essential role in a large number
of chemical
and biochemical processes. High structural diversity and conformational
heterogeneity make it problematic to link their measurable properties
to molecular features. Molecular dynamics simulations carried out
at the level of classical force fields are routinely applied to study
the complex processes occurring in carbohydrate-containing systems,
while the usefulness of such simulations relies on the accuracy of
the underlying theoretical model. In this article, we present the
coarse-grained force field dedicated to glucopyranose-based carbohydrates
and compatible with the recent version of the Martini force field
(v. 3.0). The parameterization was based on optimizing bonded and
nonbonded parameters with a reference to the all-atom simulation results
and the experimental data. Application of the newly developed coarse-grained
carbohydrate model to oligosaccharides curdlan and cellulose displays
spontaneous formation of aggregates of experimentally identified features.
In contact with other biomolecules, the model is capable of recovering
the protective effect of glucose monosaccharides on a lipid bilayer
and correctly identifying the binding pockets in carbohydrate-binding
proteins. The features of the newly proposed model make it an excellent
candidate for further extensions, aimed at modeling more complex,
functionalized, and biologically relevant carbohydrates.
The
structure and conformation of glycosaminoglycans (GAGs) are
of central importance to understand the mechanisms behind their functions
in biological systems. Due to the inherent chemical and structural
heterogeneity of GAGs, focusing on longer, naturally existing GAG
chains hinders drawing conclusions on the influence of the chemical
functionalization on the basic conformational degree of freedom, that
is, the dynamic shape of glycosidic linkage present in the particular
disaccharide repeating unit. In the present study, we have considered
the complete set of 106 GAG-related disaccharides, being potential
building blocks for longer GAG chains (including hyaluronan, chondroitin,
keratan, dermatan, and heparan). Both the unfunctionalized units and
all possible combinations of either partially or fully sulfated derivatives
contribute to this number. The unbiased and enhanced sampling molecular
dynamics simulations provide a link to understand the influence of
sulfation on the conformational properties of GAG glycosidic linkages.
Residue–residue hydrogen bonding is not significant for either
the glycosidic linkage conformation or its flexibility. It was found
that in the majority of cases, the dominating conformation of the
linkage is weakly affected by sulfation and the main role is played
by the steric and stereoelectronic effects. However, there exist numerous
cases where sulfation increases the contribution of alternative conformations
to a nonnegligible extent and, in some rare cases (restricted to disaccharides
building heparan), leads to the reorientation of the glycosidic linkage.
The identified sulfation sites, being the most important in this context,
are C6 and C3 at the GlcNAc residue. Finally,
the full set of free energy maps relying on the glycosidic dihedral
angle values for diverse GAG disaccharides are provided; they may
be used for further studies, focused on longer GAG chains.
In this study, ionic liquids were used for the selective extraction/isolation of hemoglobin from human serum for cotinine determination using the ELISA Kit. The suitability of hydrophobic imidazolium-based ionic liquids was tested, of which OMIM BF4 (1-methyl-3-octylimidazolium tetrafluoroborate) turned out to be the most suitable for direct extraction of hemoglobin into an ionic liquid without the use of any additional reagent at one extraction step. Hemoglobin was separated quantitatively (95% recovery) from the remaining types of proteins remaining in the aqueous phase. Quantum mechanical calculations showed that the interaction of the iron atom in the heme group and the nitrogen atom of the ionic liquid cation is responsible for the transfer of hemoglobin whereas molecular dynamics simulations demonstrated that the non-covalent interactions between heme and solvent are more favorable in the case of OMIM BF4 in comparison to water. The opposite trend was found for cotinine. Selective isolation of the heme/hemoglobin improved the ELISA test’s accuracy, depending on the cotinine level, from 15% to 30%.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.