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A First Look at Structural Properties of Long HP Lattice Protein Sequences

ORAL

Abstract

Despite the apparent simplicity of the HP lattice protein model [1], this class of “simple, exact” models has been extensively studied across disciplines due to either an interest in the principles which govern protein folding [2], the NP-complete computational complexity [3], or both. In this work, we use replica exchange Wang-Landau sampling [4] to study two of the longest HP sequences ever studied (209 and 248 monomers) [5,6]. We extract specific heat curves, report ground state energies, and, for the first time, investigate structural properties of interest for these long sequences. We qualitatively compare the thermodynamics, ground state structures, and structural transitions of these long sequences to each-other and to shorter sequences [7].

 

[1] K. A. Dill, Biochemistry 24, 1501 - 9 (1985)

[2] Dill et. al., Protein Sci. 4 (4) 561 – 602 (1995)

[3] B. Berger and T. Leighton, J. Comput. Biol. 5 (1) 27–40 (1998)

[4] T. Vogel, Y. W. Li, T. Wüst, and D. P. Landau, Phys. Rev. Lett. 110, 210603 (2013)

[5] C. Thachuk, A. Shmygelska, and H.H. Hoos, BMC Bioinformatics 8 (1) (2007)

[6] A. C. K. Farris and D. P. Landau, Physica A 569, 125778 (2021)

[7] T. Wüst and D. P. Landau, J. Chem. Phys. 137 (6) 064903 (2012)

Publication: A. C. K. Farris and D. P. Landau, Physica A 569, 125778 (2021)

Presenters

  • Alfred C Farris

    Emory University

Authors

  • Alfred C Farris

    Emory University

  • David P Landau

    University of Georgia