After use and disposal of chemical products, many types of polymer particles end up in the aquatic environment with potential toxic effects to primary producers like green algae. In this study, we... Show moreAfter use and disposal of chemical products, many types of polymer particles end up in the aquatic environment with potential toxic effects to primary producers like green algae. In this study, we have developed Quantitative Structure-Activity Relationships (QSARs) for a set of highly structural diverse polymers which are capable to estimate green algae growth inhibition (EC50). The model (N = 43, R2 = 0.73, RMSE = 0.28) is a regression-based decision tree using one structural descriptor for each of three polymer classes separated based on charge. The QSAR is applicable to linear homo polymers as well as copolymers and does not require information on the size of the polymer particle or underlying core material. Highly branched polymers, non-nitrogen cationic polymers and polymeric surfactants are not included in the model and thus cannot be evaluated. The model works best for cationic and non-ionic polymers for which cellular adsorption, disruption of the cell wall and photosynthesis inhibition were the mechanisms of action. For anionic polymers, specific properties of the polymer and test characteristics need to be known for detailed assessment. The data and QSAR results for anionic polymers, when combined with molecular dynamics simulations indicated that nutrient depletion is likely the dominant mode of toxicity. Nutrient depletion in turn, is determined by the non-linear interplay between polymer charge density and backbone flexibility. Show less
This thesis describes experiments, in which we used an optical-tweezers setup to study a number of biological systems. We studied the interaction between the E. coli molecular chaperone SecB and a... Show moreThis thesis describes experiments, in which we used an optical-tweezers setup to study a number of biological systems. We studied the interaction between the E. coli molecular chaperone SecB and a protein that was being unfolded and refolded using our optical tweezers setup. Our measurements clearly showed that in the presence of SecB, an unfolded protein could not refold. Molecular dynamics simulations were used to successfully explain features that were observed in our unfolding experiments. Our approach enables studies on other chaperones, as well. Next, we aimed to study translocation of single proteins through membranes by the E. coli Sec translocase. We modified an often-used model protein for our experiment. Different used experimental strategies are presented. Future experiments should enable measurements on the translocation of a single protein. The last study was on the packaging of double-stranded DNA by a single bacteriophage phi29. We aimed to study the effect of multivalent cations on the negatively-charged, tightly-packed DNA inside the bacteriophage capsid and in that way on the speed of the packaging process. A special DNA molecule was constructed and used in a number of successful packaging experiments. Future experiments should show the effect of cations on the packaging rate. With Summary in Dutch Show less
