Abstract

We introduce a method for calculating the extent to which chain non-crossing is important in the most efficient, optimal trajectories or pathways for a protein to fold. This involves recording all unphysical crossing events of a ghost chain, and calculating the minimal uncrossing cost that would have been required to avoid such events. A depth-first tree search algorithm is applied to find minimal transformations to fold , , , and knotted proteins. In all cases, the extra uncrossing/non-crossing distance is a small fraction of the total distance travelled by a ghost chain. Different structural classes may be distinguished by the amount of extra uncrossing distance, and the effectiveness of such discrimination is compared with other order parameters. It was seen that non-crossing distance over chain length provided the best discrimination between structural and kinetic classes. The scaling of non-crossing distance with chain length implies an inevitable crossover to entanglement-dominated folding mechanisms for sufficiently long chains. We further quantify the minimal folding pathways by collecting the sequence of uncrossing moves, which generally involve leg, loop, and elbow-like uncrossing moves, and rendering the collection of these moves over the unfolded ensemble as a multiple-transformation “alignment”. The consensus minimal pathway is constructed and shown schematically for representative cases of an , , and knotted protein. An overlap parameter is defined between pathways; we find that proteins have minimal overlap indicating diverse folding pathways, knotted proteins are highly constrained to follow a dominant pathway, and proteins are somewhere in between. Thus we have shown how topological chain constraints can induce dominant pathway mechanisms in protein folding.

Highlights

  • Protein folding is a structural transformation, from a disorderedpolymer conformational ensemble to an ordered, well-defined structure

  • We look for differences in the mean minimal distance between structural and kinetic classes, and compare these to differences in other order parameters between the respective classes

  • We see that knotted proteins traverse about 3:5| the distance as unknotted proteins in avoiding crossings, so that the two classes of proteins are different by this metric

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Summary

Introduction

Protein folding is a structural transformation, from a disorderedpolymer conformational ensemble to an ordered, well-defined structure. An idea of how the nucleus grows as folding proceeds may be gained by exploring the native shift in the transition state as denaturant concentration is increased [32], but ideally the goal is to quantify folding mechanisms under constant environmental conditions To this end, simulations and theory have proved an invaluable tool [12,13,33,34,35,36,37,38,39,40,41,42,43], and have in many respects succeeded in reproducing the general features of the folding pathway (see e.g. references [44,45] for cytochrome c)

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