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Villar JJS, Valdez ARL, Setiadi DH, Csizmadia IG, Viskolcz B, Rágyanszki A. An improved two-rotor function for conformational potential energy surfaces of 20 amino acid diamides. CAN J CHEM 2018. [DOI: 10.1139/cjc-2017-0571] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Predicting the three-dimensional structure of a protein from its amino acid sequence requires a complete understanding of the molecular forces that influences the protein folding process. Each possible conformation has its corresponding potential energy, which characterizes its thermodynamic stability. This is needed to identify the primary intra- and inter-molecular interactions, so that we can reduce the dimensionality of the problem, and create a relatively simple representation of the system. Investigating this problem using quantum chemical methods produces accurate results; however, this also entails large computational resources. In this study, an improved two-rotor potential energy function is proposed to represent the backbone interactions in amino acids through a linear combination of a Fourier series and a mixture of Gaussian functions. This function is applied to approximate the 20 amino acid diamide Ramachandran-type PESs, and results yielded an average RMSE of 2.36 kJ mol−1, which suggest that the mathematical model precisely captures the general topology of the conformational potential energy surface. Furthermore, this paper provides insights on the conformational preferences of amino acid diamides through local minima geometries and energy ranges, using the improved mathematical model. The proposed mathematical model presents a simpler representation that attempts to provide a framework on building polypeptide models from individual amino acid functions, and consequently, a novel method for rapid but accurate evaluation of potential energies for biomolecular simulations.
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Affiliation(s)
- John Justine S. Villar
- Scientific Computing Laboratory, Department of Computer Science, University of the Philippines, Diliman, 1101 Quezon City, Philippines
- Institute of Chemistry, University of Miskolc, 3515 Miskolc-Egyetemváros, Hungary
| | - Adrian Roy L. Valdez
- Scientific Computing Laboratory, Department of Computer Science, University of the Philippines, Diliman, 1101 Quezon City, Philippines
| | - David H. Setiadi
- Department of Chemistry, University of Toronto, Toronto, ON M5S 3H6, Canada
| | - Imre G. Csizmadia
- Institute of Chemistry, University of Miskolc, 3515 Miskolc-Egyetemváros, Hungary
- Department of Chemistry, University of Toronto, Toronto, ON M5S 3H6, Canada
| | - Béla Viskolcz
- Institute of Chemistry, University of Miskolc, 3515 Miskolc-Egyetemváros, Hungary
| | - Anita Rágyanszki
- Institute of Chemistry, University of Miskolc, 3515 Miskolc-Egyetemváros, Hungary
- Department of Chemistry, University of Toronto, Toronto, ON M5S 3H6, Canada
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Yu CP, Gerlei KZ, Rágyanszki A, Jensen SJK, Viskolcz B, Csizmadia IG. Reactivity of Ala-Gly dipeptide with β-turn secondary structure. Chem Phys Lett 2018. [DOI: 10.1016/j.cplett.2017.12.057] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Szórád JJ, Faragó EP, Rágyanszki A, Cimino FA, Fiser B, Owen MC, Jójárt B, Morgado CA, Szőri M, Jensen SJK, Csizmadia IG, Viskolcz B. Conformation change of opiorphin derivates. A theoretical study of the radical initiated epimerization of opiorphin. Chem Phys Lett 2015. [DOI: 10.1016/j.cplett.2015.03.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Gerlei KZ, Yarligan Uysal S. A comparison of l- and d-Asp and Asn α-radicals a case study for atropisomerism. COMPUT THEOR CHEM 2014. [DOI: 10.1016/j.comptc.2014.03.040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Gerlei KZ, Élő L, Fiser B, Owen MC, Jákli I, Knak Jensen SJ, Csizmadia IG, Perczel A, Viskolcz B. Impairment of a model peptide by oxidative stress: Thermodynamic stabilities of asparagine diamide Cα-radical foldamers. Chem Phys Lett 2014. [DOI: 10.1016/j.cplett.2013.12.037] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
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