Replication of the ColE1 group plasmids is kinetically regulated by the interaction between plasmid-encoded primer RNA II and antisense RNA I. The binding is dependent on alternative RNA II... Show moreReplication of the ColE1 group plasmids is kinetically regulated by the interaction between plasmid-encoded primer RNA II and antisense RNA I. The binding is dependent on alternative RNA II conformations, formed during the transcription, and effectively inhibits the primer function within some time interval. In this paper, the folding pathways for the wild type and copy number mutants of ColE1 RNA II are studied using simulations by a genetic algorithm, The simulated pathways reveal a transient formation of a metastable structure, which is stabilized by copy number mutations. The folding kinetics of the proposed conformational transitions is calculated using a model of a multistep refolding process with elementary steps of double-helical stem formation or disruption, The approximation shows that the lifetime of the metastable structure is relatively long and is considerably increased in the mutants, resulting in a delay of the formation of the stable RNA II structure, which is the most sensitive to the inhibition by the antisense RNA I. Thus the effect of copy number mutations can be interpreted as a compression of the time window of effective inhibition due to an increased time spent by the RNA II in the metastable state. The implications of metastable foldings in RNA functioning are discussed. Show less
A procedure for simulating the RNA folding process using the principles of genetic algorithm is proposed. The method allows one to simulate a folding pathway of RNA, including such processes as... Show moreA procedure for simulating the RNA folding process using the principles of genetic algorithm is proposed. The method allows one to simulate a folding pathway of RNA, including such processes as disruption of temporarily formed structures, the folding of a molecule during its synthesis and pseudoknot formation. The simulations are able to predict functional metastable foldings and kinetically driven transitions to more stable structures. The analysis of free energies for intermediate foldings allows estimation of the ranges of kinetic refolding barriers and suggests that in some RNAs the selective evolutionary pressure suppresses the possibilities for alternative structures that could form in the course of transcription. It is shown that the folding pathway simulation can result in structure predictions that are more consistent with phylogenetically proven structures than minimum energy solutions. This suggest that RNA folding kinetics is very important for the formation of functional RNA structures. Therefore, apart form its value for predictions of RNA structures, the proposed computer simulations ran be a powerful tool in the studies of RNA folding features. Show less
The possibilities of using a genetic algorithm for the prediction of RNA secondary structure were investigated. The algorithm, using the procedure of stepwise selection of the most fit structures ... Show moreThe possibilities of using a genetic algorithm for the prediction of RNA secondary structure were investigated. The algorithm, using the procedure of stepwise selection of the most fit structures (similarly to natural evolution), allows different models of fitness or driving forces determining RNA structure to be easily introduced. This can be used for simulation of the RNA folding process and for the investigation of possible folding pathways. Such an algorithm needs several modifications before it can predict RNA secondary structures. After modification, a fair number of correct stems are predicted, even when using computationally quick, but very crude, fitness criteria such as stem length and stacking energy, including elements of tertiary structure (pseudoknots). The fact that genetic algorithm simulation includes both stem formations and stem disruption allows one to observe intermediate structures that may be used in combination with phylogenetic or experimental research. Show less
