All-Atom Simulations Reveal Protein Charge Decoration in the Folded and Unfolded Ensemble Is Key in Thermophilic Adaptation

Lucas Sawle, Jonathan Huihui, Kingshuk Ghosh

Research output: Contribution to journalArticlepeer-review

21 Scopus citations

Abstract

Thermophilic proteins denature at much higher temperature compared to their mesophilic homologues, in spite of high structural and sequential similarity. Computational approaches to understand this puzzle face three major challenges: (i) unfolded ensembles are usually neglected, (ii) simulation studies of the folded states are often too short, and (iii) the majority of investigations focus on a few protein pairs, obscuring the prevalence of different strategies across multiple protein systems. We address these concerns by carrying out all-atom simulations to characterize physicochemical properties of both the folded and the disordered ensemble in multiple (12) thermophilic-mesophilic homologous protein pairs. We notice two clear trends in most pairs (10 out of 12). First, specific distribution of charges in the native basin - sampled from multimicrosecond long Molecular Dynamics (MD) simulation trajectories - leads to more favorable electrostatic interaction energy in thermophiles compared to mesophiles. Next, thermophilic proteins have lowered electrostatic interaction in their unfolded state - generated using Monte Carlo (MC) simulation - compared to their mesophilic counterparts. The net contribution of interaction energy to folding stability, however, remains more favorable in thermophiles compared to mesophiles. The overall contribution of electrostatics quantified by combining the net interaction energy and the solvation penalty of folding - due to differential charge burial in the folded and the unfolded ensemble - is also mostly favorable in thermophilic proteins compared to mesophiles. The systems that deviate from this trend provide interesting test cases to learn more about alternate design strategies when modification of charges is not viable due to functional reasons. The unequal contribution of the unfolded state to the stability in thermophiles and mesophiles highlights the importance of modeling the disordered ensemble to understand thermophilic adaptation as well as protein stability, in general. Our integrated approach - combining finite element analysis with MC and MD - can be useful in designing charge mutations to alter protein stability.

Original languageEnglish
Pages (from-to)5065-5075
Number of pages11
JournalJournal of Chemical Theory and Computation
Volume13
Issue number10
DOIs
StatePublished - Oct 10 2017
Externally publishedYes

Funding

*(K.G.) E-mail: [email protected]. ORCID Kingshuk Ghosh: 0000-0003-4976-0986 Funding We acknowledge support from NSF (Award Number 1149992), RCSA (as a Cottrell Scholar), and University of Denver (for PROF grant). We also acknowledge the High Performance Computing (HPC) facility at the University of Denver for computing support. Notes The authors declare no competing financial interest.

FundersFunder number
National Science Foundation1149992
Research Corporation for Scientific Advancement
University of Denver

    Fingerprint

    Dive into the research topics of 'All-Atom Simulations Reveal Protein Charge Decoration in the Folded and Unfolded Ensemble Is Key in Thermophilic Adaptation'. Together they form a unique fingerprint.

    Cite this