skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: How Cooperatively Folding Are Homopolymer Molecular Knots?

Journal Article · · Macromolecules

Detailed thermodynamic analysis of complex systems with multiple stable configurational states allows for insight into the cooperativity of each individual transition. In this work, we derive a heat capacity decomposition comprising contributions from each individual configurational state, which together sum to a baseline heat capacity, and contributions from each state-to-state transition. We apply this analysis framework to a series of replica exchange molecular dynamics simulations of linear and 1-1 coarse-grained homo-oligomer models, which fold into stable, configurationally well-defined molecular knots, in order to better understand the parameters leading to stable and cooperative folding of these knots. We find that a stiff harmonic backbone bending angle potential is key to achieving knots with specific 3D structures. Tuning the backbone equilibrium angle in small increments yields a variety of knot topologies. Populations of different knotted states as a function of temperature can also be manipulated by tuning the backbone torsion stiffness or by adding side-chain beads. We find that sharp total heat capacity peaks for the homo-oligomer knots are largely due to a coil-to-globule transition rather than a cooperative knotting step. Furthermore, in some cases, the cooperativity of globule-to-knot and coil-to-globule transitions is comparable, suggesting that highly cooperative folding to knotted structures can be achieved by refining the model parameters or adding sequence specificity.

Research Organization:
Univ. of Colorado, Boulder, CO (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES); National Science Foundation (NSF)
Grant/Contract Number:
SC0018651; ACI-1532235; ACI-1532236; ACI-1548562
OSTI ID:
1899348
Journal Information:
Macromolecules, Vol. 55, Issue 19; Related Information: https://github.com/shirtsgroup/cg_openmm; ISSN 0024-9297
Publisher:
American Chemical SocietyCopyright Statement
Country of Publication:
United States
Language:
English

References (54)

Molecular Knots journal August 2017
KnotProt 2.0: a database of proteins with knots and other entangled structures journal December 2018
Computational methods in the study of self-entangled proteins: a critical appraisal journal August 2019
Influence of a knot on the strength of a polymer strand journal May 1999
Tying a molecular knot with optical tweezers journal June 1999
Molecular knots in biology and chemistry journal August 2015
Single Cyclized Molecule Versus Single Branched Molecule: A Simple and Efficient 3D “Knot” Polymer Structure for Nonviral Gene Delivery journal March 2012
Sequence Controlled Self-Knotting Colloidal Patchy Polymers journal February 2013
Weaving of organic threads into a crystalline covalent organic framework journal January 2016
Self-assembly of a layered two-dimensional molecularly woven fabric journal December 2020
A molecular endless (74) knot journal December 2020
Molecular weaving journal February 2022
Detection and visualization of physical knots in macromolecules journal January 2010
Knot theory in modern chemistry journal January 2016
Influence of chain stiffness on knottedness in single polymers journal March 2013
Revisiting the Non-monotonic Dependence of Polymer Knotting Probability on the Bending Stiffness journal February 2021
Knots as a Topological Order Parameter for Semiflexible Polymers journal March 2016
Knots are Generic Stable Phases in Semiflexible Polymers journal June 2021
The folding pathways and thermodynamics of semiflexible polymers journal May 2018
On the Pseudo Phase Diagram of Single Semi-Flexible Polymer Chains: A Flat-Histogram Monte Carlo Study journal January 2017
A Stevedore's Protein Knot journal April 2010
Knotted proteins: A tangled tale of Structural Biology journal January 2015
Discovering privileged topologies of molecular knots with self-assembling models journal August 2018
Braiding a molecular knot with eight crossings journal January 2017
Self-Sorting Assembly of Molecular Trefoil Knots of Single Handedness journal August 2019
Discovery of an Organic Trefoil Knot journal November 2012
Homochiral and meso Figure Eight Knots and a Solomon Link journal May 2014
Effects of turn-structure on folding and entanglement in artificial molecular overhand knots journal January 2021
Using a Coarse-Grained Modeling Framework to Identify Oligomeric Motifs with Tunable Secondary Structure journal September 2021
Cooperativity in protein folding: from lattice models with sidechains to real proteins journal April 1998
The calorimetric criterion for a two-state process revisited journal January 1999
Polymer principles of protein calorimetric two-state cooperativity journal January 2000
Is it always possible to distinguish two- and three-state systems by evaluating the van't Hoff enthalpy? journal September 2004
Two states do not necessarily correspond to a two-state transition: van’t Hoff enthalpy in the case of a small entropy difference between the states journal November 2004
Note: Smooth torsional potentials for degenerate dihedral angles journal June 2017
Replica exchange and expanded ensemble simulations as Gibbs sampling: Simple improvements for enhanced mixing journal November 2011
Accelerating molecular dynamic simulation on graphics processing units journal April 2009
Efficient nonbonded interactions for molecular dynamics on a graphics processing unit journal January 2009
OpenMM: A Hardware-Independent Framework for Molecular Simulations journal July 2010
Simple data and workflow management with the signac framework journal April 2018
A constant entropy increase model for the selection of parallel tempering ensembles journal May 2008
On the acceptance probability of replica-exchange Monte Carlo trials journal October 2002
Exchange frequency in replica exchange molecular dynamics journal January 2008
Statistically optimal analysis of samples from multiple equilibrium states journal September 2008
The Shadow Map: A General Contact Definition for Capturing the Dynamics of Biomolecular Folding and Function journal February 2012
DBSCAN Revisited, Revisited: Why and How You Should (Still) Use DBSCAN journal August 2017
MDTraj: A Modern Open Library for the Analysis of Molecular Dynamics Trajectories journal October 2015
Topoly: Python package to analyze topology of polymers journal September 2020
A new polynomial invariant of knots and links journal April 1985
CHIRALITY OF KNOTS 942 AND 1071 AND CHERN-SIMONS THEORY journal November 1994
Identifying knots in proteins journal March 2013
Self-assembling knots of controlled topology by designing the geometry of patchy templates journal March 2015
Limited cooperativity in protein folding journal February 2016
Heteropolymer Design and Folding of Arbitrary Topologies Reveals an Unexpected Role of Alphabet Size on the Knot Population journal October 2018

Similar Records

Using a Coarse-Grained Modeling Framework to Identify Oligomeric Motifs with Tunable Secondary Structure
Journal Article · Wed Sep 08 00:00:00 EDT 2021 · Journal of Chemical Theory and Computation · OSTI ID:1899348

Potential Foldamers Based on an ortho-Terphenyl Amino Acid
Journal Article · Wed Jun 02 00:00:00 EDT 2021 · Organic Letters · OSTI ID:1899348

Folding Coarse-Grained Oligomer Models with PyRosetta
Journal Article · Fri Sep 30 00:00:00 EDT 2022 · Journal of Chemical Theory and Computation · OSTI ID:1899348