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Trugilho LF, Auer S, Rizzi LG. A density of states-based approach to determine temperature-dependent aggregation rates. J Chem Phys 2024; 161:051101. [PMID: 39087529 DOI: 10.1063/5.0221950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Accepted: 07/12/2024] [Indexed: 08/02/2024] Open
Abstract
Here, we establish an approach to determine temperature-dependent aggregation rates in terms of thermostatistical quantities, which can be obtained directly from flat-histogram and statistical temperature algorithms considering the density of states of the system. Our approach is validated through simulations of an Ising-like model with anisotropically interacting particles at temperatures close to its first-order phase transition. Quantitative comparisons between the numerically obtained forward and reverse rates to approximate analytical expressions corroborate its use as a model-independent approach.
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Affiliation(s)
- L F Trugilho
- Faculty of Biological Sciences, University of Leeds, Leeds LS2 9JT, United Kingdom
- Departamento de Física, Universidade Federal de Viçosa (UFV), Av.P.H.Rolfs, s/n, 36570-900 Viçosa, Brazil
| | - S Auer
- School of Chemistry, University of Leeds, Leeds LS2 9JT, United Kingdom
| | - L G Rizzi
- Departamento de Física, Universidade Federal de Viçosa (UFV), Av.P.H.Rolfs, s/n, 36570-900 Viçosa, Brazil
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2
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Williams MJ. Microcanonical Analysis of Helical Homopolymers: Exploring the Density of States and Structural Characteristics. Polymers (Basel) 2023; 15:3870. [PMID: 37835919 PMCID: PMC10575320 DOI: 10.3390/polym15193870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 09/17/2023] [Accepted: 09/21/2023] [Indexed: 10/15/2023] Open
Abstract
This study investigates the density of states and structural characteristics of helical homopolymers. Comprising repeating identical units, the model enables the exploration of complex behaviors arising from a simple, yet generalized, set of potentials. Utilizing microcanonical analysis, transitions between helical structures are identified and categorized. Through a systematic comparison of results under varying conditions, we develop a nuanced understanding of the system's general behavior. A two-dimensional plot illustrates the relative distribution of different structural types, effectively showcasing their prevalence. The findings of this study substantially advance our understanding of the density of states and structural transformations of helical homopolymers across a range of conditions. Additionally, the prevalence plot offers valuable insights into the occurrence of suppressed intermediate states, particularly in models featuring stiff helix segments. This research significantly enhances our understanding of the complex interactions governing helix bundling phenomena within the context of helical homopolymers.
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Affiliation(s)
- Matthew J Williams
- Institute of Engineering, Murray State University, Murray, KY 42071, USA
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Lee J. Microcanonical analysis of a finite-size nonequilibrium system. Phys Rev E 2016; 93:052148. [PMID: 27300870 DOI: 10.1103/physreve.93.052148] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2015] [Indexed: 11/07/2022]
Abstract
Microcanonical analysis is a powerful method that can be used to generalize the concept of phase transitions to finite-size systems. However, microcanonical analysis has only been applied to equilibrium systems. I show that it is possible to conduct the microcanonical analysis of a finite-size nonequilibrium system by generalizing the concept of microcanonical entropy. A one-dimensional asymmetric diffusion process is studied as an example for which such a generalized entropy can be explicitly found, and the microcanonical method is used to define a generalized phase transition for the finite-size nonequilibrium system.
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Affiliation(s)
- Julian Lee
- Department of Bioinformatics and Life Science, Soongsil University, Seoul, Korea
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Hilbert S, Hänggi P, Dunkel J. Thermodynamic laws in isolated systems. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2014; 90:062116. [PMID: 25615053 DOI: 10.1103/physreve.90.062116] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2014] [Indexed: 05/16/2023]
Abstract
The recent experimental realization of exotic matter states in isolated quantum systems and the ensuing controversy about the existence of negative absolute temperatures demand a careful analysis of the conceptual foundations underlying microcanonical thermostatistics. Here we provide a detailed comparison of the most commonly considered microcanonical entropy definitions, focusing specifically on whether they satisfy or violate the zeroth, first, and second laws of thermodynamics. Our analysis shows that, for a broad class of systems that includes all standard classical Hamiltonian systems, only the Gibbs volume entropy fulfills all three laws simultaneously. To avoid ambiguities, the discussion is restricted to exact results and analytically tractable examples.
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Affiliation(s)
- Stefan Hilbert
- Exzellenzcluster Universe, Boltzmannstr. 2, D-85748 Garching, Germany
| | - Peter Hänggi
- Institute of Physics, University of Augsburg, Universitätsstraße 1, D-86135 Augsburg, Germany and Nanosystems Initiative Munich, Schellingstr. 4, D-80799 München, Germany
| | - Jörn Dunkel
- Department of Mathematics, Massachusetts Institute of Technology, 77 Massachusetts Avenue E17-412, Cambridge, Massachusetts 02139-4307, USA
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Rocha JCS, Schnabel S, Landau DP, Bachmann M. Identifying transitions in finite systems by means of partition function zeros and microcanonical inflection-point analysis: a comparison for elastic flexible polymers. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2014; 90:022601. [PMID: 25215750 DOI: 10.1103/physreve.90.022601] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2014] [Indexed: 06/03/2023]
Abstract
For the estimation of transition points of finite elastic, flexible polymers with chain lengths from 13 to 309 monomers, we compare systematically transition temperatures obtained by the Fisher partition function zeros approach with recent results from microcanonical inflection-point analysis. These methods rely on accurate numerical estimates of the density of states, which have been obtained by advanced multicanonical Monte Carlo sampling techniques. Both the Fisher zeros method and microcanonical inflection-point analysis yield very similar results and enable the unique identification of transition points in finite systems, which is typically impossible in the conventional canonical analysis of thermodynamic quantities.
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Affiliation(s)
- Julio C S Rocha
- Center for Simulational Physics, University of Georgia, Athens, Georgia 30602, USA
| | - Stefan Schnabel
- Institut für Theoretische Physik and Centre for Theoretical Sciences (NTZ), Universität Leipzig, Postfach 100920, D-04009 Leipzig, Germany
| | - David P Landau
- Center for Simulational Physics, University of Georgia, Athens, Georgia 30602, USA
| | - Michael Bachmann
- Center for Simulational Physics, University of Georgia, Athens, Georgia 30602, USA and Instituto de Física, Universidade Federal de Mato Grosso, Cuiabá (MT), Brazil and Departamento de Física, Universidade Federal de Minas Gerais, Belo Horizonte (MG), Brazil
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Schnabel S, Seaton DT, Landau DP, Bachmann M. Microcanonical entropy inflection points: key to systematic understanding of transitions in finite systems. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2011; 84:011127. [PMID: 21867133 DOI: 10.1103/physreve.84.011127] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2010] [Revised: 05/31/2011] [Indexed: 05/31/2023]
Abstract
We introduce a systematic classification method for the analogs of phase transitions in finite systems. This completely general analysis, which is applicable to any physical system and extends toward the thermodynamic limit, is based on the microcanonical entropy and its energetic derivative, the inverse caloric temperature. Inflection points of this quantity signal cooperative activity and thus serve as distinct indicators of transitions. We demonstrate the power of this method through application to the long-standing problem of liquid-solid transitions in elastic, flexible homopolymers.
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Affiliation(s)
- Stefan Schnabel
- Center for Simulational Physics, The University of Georgia, Athens, Georgia 30602, USA.
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Bereau T, Deserno M, Bachmann M. Structural basis of folding cooperativity in model proteins: insights from a microcanonical perspective. Biophys J 2011; 100:2764-72. [PMID: 21641322 PMCID: PMC3117192 DOI: 10.1016/j.bpj.2011.03.056] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2010] [Revised: 03/30/2011] [Accepted: 03/31/2011] [Indexed: 11/26/2022] Open
Abstract
Two-state cooperativity is an important characteristic in protein folding. It is defined by a depletion of states that lie energetically between folded and unfolded conformations. There are different ways to test for two-state cooperativity; however, most of these approaches probe indirect proxies of this depletion. Generalized-ensemble computer simulations allow us to unambiguously identify this transition by a microcanonical analysis on the basis of the density of states. Here, we present a detailed characterization of several helical peptides obtained by coarse-grained simulations. The level of resolution of the coarse-grained model allowed to study realistic structures ranging from small α-helices to a de novo three-helix bundle without biasing the force field toward the native state of the protein. By linking thermodynamic and structural features, we are able to show that whereas short α-helices exhibit two-state cooperativity, the type of transition changes for longer chain lengths because the chain forms multiple helix nucleation sites, stabilizing a significant population of intermediate states. The helix bundle exhibits signs of two-state cooperativity owing to favorable helix-helix interactions, as predicted from theoretical models. A detailed analysis of secondary and tertiary structure formation fits well into the framework of several folding mechanisms and confirms features that up to now have been observed only in lattice models.
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Affiliation(s)
- Tristan Bereau
- Department of Physics, Carnegie Mellon University, Pittsburgh, Pennsylvania
| | - Markus Deserno
- Department of Physics, Carnegie Mellon University, Pittsburgh, Pennsylvania
| | - Michael Bachmann
- Center for Simulational Physics, Department of Physics and Astronomy, University of Georgia, Athens, Georgia
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Möddel M, Janke W, Bachmann M. Systematic microcanonical analyses of polymer adsorption transitions. Phys Chem Chem Phys 2010; 12:11548-54. [DOI: 10.1039/c002862b] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Wang L, Chen T, Lin X, Liu Y, Liang H. Canonical and microcanonical analysis of nongrafted homopolymer adsorption by an attractive substrate. J Chem Phys 2009; 131:244902. [DOI: 10.1063/1.3273418] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Lei Wang
- Department of Polymer Science and Engineering, CAS Key Laboratory of Soft Matter Chemistry, University of Science and Technology of China, Hefei, Anhui 230026, People's Republic of China
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Chen T, Wang L, Lin X, Liu Y, Liang H. Microcanonical analysis of adsorption of homopolymer chain on a surface. J Chem Phys 2009; 130:244905. [DOI: 10.1063/1.3157255] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Chen T, Lin X, Liu Y, Lu T, Liang H. Microcanonical analyses of homopolymer aggregation processes. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2008; 78:056101. [PMID: 19113184 DOI: 10.1103/physreve.78.056101] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2008] [Indexed: 05/27/2023]
Abstract
Using replica-exchange multicanonical Monte Carlo simulation, the aggregates of two homopolymers were numerically investigated through the microcanonical analysis method. The microcanonical entropy showed one convex function in the transition region, leading to a negative microcanonical specific heat. The origin of temperature backbending was the rearrangement of the segments during the process of aggregation; this aggregation process proceeded via a nucleation and growth mechanism. It was observed that the segments with a sequence number from 10 to 13 in the polymer chain have leading effects on the aggregation.
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Affiliation(s)
- Tao Chen
- Hefei National Laboratory for Physical Sciences at Microscale, Department of Polymer Science and Engineering, University of Science and Technology of China, Hefei, Anhui, 230026, People's Republic of China
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Hernández-Rojas J, Gomez Llorente JM. Microcanonical versus canonical analysis of protein folding. PHYSICAL REVIEW LETTERS 2008; 100:258104. [PMID: 18643708 DOI: 10.1103/physrevlett.100.258104] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2008] [Indexed: 05/26/2023]
Abstract
The microcanonical analysis is shown to be a powerful tool to characterize the protein folding transition and to neatly distinguish between good and bad folders. An off-lattice model with parameter chosen to represent polymers of these two types is used to illustrate this approach. Both canonical and microcanonical ensembles are employed. The required calculations were performed using parallel tempering Monte Carlo simulations. The most revealing features of the folding transition are related to its first-order-like character, namely, the S-bend pattern in the caloric curve, which gives rise to negative microcanonical specific heats, and the bimodality of the energy distribution function at the transition temperatures. Models for a good folder are shown to be quite robust against perturbations in the interaction potential parameters.
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Affiliation(s)
- J Hernández-Rojas
- Departamento de Física Fundamental II and IUDEA, Universidad de La Laguna, 38205 Tenerife, Spain.
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