Journal of Computer-Aided Molecular Design

, Volume 7, Issue 4, pp 367–396

Prediction and analysis of structure, stability and unfolding of thermolysin-like proteases

  • Gert Vriend
  • Vincent Eijsink
Research Papers

DOI: 10.1007/BF02337558

Cite this article as:
Vriend, G. & Eijsink, V. J Computer-Aided Mol Des (1993) 7: 367. doi:10.1007/BF02337558


Bacillus neutral proteases (NPs) form a group of well-characterized homologous enzymes, that exhibit large differences in thermostability. The three-dimensional (3D) structures of several of these enzymes have been modelled on the basis of the crystal structures of the NPs ofB. thermoproteolyticus (thermolysin) andB. cercus. Several new techniques have been developed to improve the model-building procedures. Also a model-building by mutagenesis' strategy was used, in which mutants were designed just to shed light on parts of the structures that were particularly hard to model.

The NP models have been used for the prediction of site-directed mutations aimed at improving the thermostability of the enzymes. Predictions were made using several novel computational techniques, such as position-specific rotamer searching, packing quality analysis and property-profile database searches. Many stabilizing mutations were predicted and produced: improvement of hydrogen bonding, exclusion of buried water molecules, capping helices, improvement of hydrophobic interactions and entropic stabilization have been applied successfully.

At elevated temperatures NPs are irreversibly inactivated as a result of autolysis. It has been shown that this denaturation process is independent of the protease activity and concentration and that the inactivation follows first-order kinetics. From this it has been conjectured that local unfolding of (surface) loops, which renders the protein susceptible to autolysis, is the rate-limiting step. Despite the particular nature of the thermal denaturation process, normal rules for protein stability can be applied to NPs. However, rather than stabilizing the whole protein against global unfolding, only a small region has to be protected against local unfolding. In contrast to proteins in general, mutational effects in proteases are not additive and their magnitude is strongly dependent on the location of the mutation. Mutations that alter the stability of the NP by a large amount are located in a relatively weak region (or more precisely, they affect a local unfolding pathway with a relatively low free energy of activation).

One weak region, that is supposedly important in the early steps of NP unfolding, has been determined in the NP ofB. stearothermophilus. After eliminating this weakest link a drastic increase in thermostability was observed and the search for the second-weakest link, or the second-lowest energy local unfolding pathway is now in progress. Hopefully, this approach can be used to unravel the entire early phase of unfolding.

Key words

Protease Thermolysin Stability Unfolding Model building 

Copyright information

© ESCOM Science Publishers B.V. 1993

Authors and Affiliations

  • Gert Vriend
    • 1
  • Vincent Eijsink
    • 2
  1. 1.Protein Design GroupEMBLHeidelbergGermany
  2. 2.Department of GeneticsCenter for Biological SciencesHarenThe Netherlands
  3. 3.Laboratory of Microbial Gene TechnologyÅsNorway

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