Stachyose is a functional oligosaccharide, acting as a potential prebiotic for colonic fermentation. To understand the mechanism of how stachyose promotes the growth of probiotic bacterium, we analyzed the differences of the proteome of Lactobacillus acidophilus grown on stachyose or glucose. By a combination of two-dimensional electrophoresis and mass spectrometry analysis, we observed 16 proteins differentially abundant under these two conditions and identified 9 protein spots. Six of these proteins were highly abundant when stachyose was used as the sole carbon source. They included the phosphotransferase system, the energy coupling factor (ECF) transporter and the mannose-6-phosphate isomerase, involved in the uptake and catabolism of stachyose in Lactobacillus acidophilus CICC22162. Supportively, these observations were validated by quantitative RT-PCR analysis and enzymatic activity determination. Positive correlation was found between the content of the proteins and their mRNA levels. Additionally, we explored the recognition mechanism for stachyose binding to the newly identified ECF transporter by MD simulations and free energy analysis. Taken together, these results provide new insights into the mechanism of stachyose in promoting the growth of probiotic bacterium.
Xylanase and endoglucanase production from Trichoderma viride HG 623 and their properties were investigated in this research. By using response surface methodology, the optimal concentrations for xylanase and endoglucanase production were carbon (rice straw: corn straw=6
Stachyose is a typical prebiotic that can be utilized by the probiotic strain Bacillus licheniformis. Pioneering X-ray crystallography has determined the structure of stachyose in complex with the solute-binding protein MsmE in B. licheniformis (BlMsmE). The present work describes a combined strategy for the identification of putative BlMsmE-specific ligands, which can be used for the development of prebiotics. After a ligand-based virtual similarity screening of a large ZINC database containing ∼22 M compounds, we identified 3575 ligands. A total of 600 structures for which the Tanimoto coefficient's value was larger than a cutoff of 0.23 were selected for molecular docking. Based on the docking scores, we identified 100 top-scoring ligands, followed by molecular dynamics (MD) simulations. During simulations, 35 candidates were abandoned because of serious steric clashes in the complexes. Finally, the top 10 ligands with free energies below an energy threshold of −50.84 kcal/mol were selected. The top two ligands were stachyose and raffinose, which have proved their health benefits as prebiotics and their safety. The remaining eight ligands were further analyzed by the in silico ADME tool; only galactinol did not violate any of the criteria required for a lead compound. These three ligands were further analyzed for understanding their binding to BlMsmE. Isothermal titration calorimetry analysis suggested that stachyose, raffinose, and galactinol bound strongly to BlMsmE with K d values of 299, 170, and 134 nM, respectively. Microsecond MD simulations suggested significant conformational changes of BlMsmE upon ligand binding. Our results provide new insight into the thermodynamics of sugars and MsmE, which would promote the development of novel prebiotics.
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