Alexander R. Klotz’s research while affiliated with California State University, Long Beach and other places

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Publications (47)


Borromean hypergraph formation in dense random rectangles
  • Article

September 2024

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6 Reads

PHYSICAL REVIEW E

Alexander R. Klotz

We develop a minimal model to study the stochastic formation of Borromean links within topologically entangled networks without requiring the use of knot invariants. Borromean linkages may form in entangled solutions of open polymer chains or in Olympic gel systems such as kinetoplast DNA, but it is challenging to investigate this due to the difficulty of computing three-body link invariants. Here, we investigate rectangles randomly oriented in three Cartesian planes and densely packed within a volume, and evaluate them for Hopf linking and Borromean link formation. We show that dense packings of rectangles can form Borromean triplets and larger clusters, and that in high enough density the combination of Hopf and Borromean linking can create a percolating hypergraph through the network. We present data for the percolation threshold of Borromean hypergraphs, and discuss implications for the existence of Borromean connectivity within kinetoplast DNA.


Exactly-solvable self-trapping lattice walks. II. Lattices of arbitrary height

July 2024

A growing self-avoiding walk (GSAW) is a walk on a graph that is directed, does not visit the same vertex twice, and has a trapped endpoint. We show that the generating function enumerating GSAWs on a half-infinite strip of finite height is rational, and we give a procedure to construct a combinatorial finite state machine that allows one to compute this generating function. We then modify this procedure to compute generating functions for GSAWs under two probabilistic models. We perform Monte Carlo simulations to estimate the expected length and displacement for GSAWs on the quarter plane, half plane, full plane, and half-infinite strips of bounded height for which we cannot compute the generating function. Finally, we prove that the generating functions for Greek key tours (GSAWs on a finite grid that visit every vertex) on a half-infinite strip of fixed height are also rational, allowing us to resolve several conjectures.


FIG. 3: Representive images of 225-loop molecular chainmail networks simulated with Langevin Dynamics for a) alternating, b) fully non-alternating, and c) semi-alternating chiralities. Top row shows a top-down orientation, bottom row shows a side view with an osculating surface. Links are color-coded by their distance along the surface normal direction. The arrows in the bottom-left image represent the principal axes of the gyration tensor.
FIG. 4: Gaussian curvature as a function of network size for alternating (black), fully non-alternating (red) and semi-alternating (blue) networks. The datum at M = 137 in each set was taken from a circular rather than square network.
FIG. 5: Squared principal radii of gyration from the eigenvalues of the gyration tensor for alternating (a), full non-alternating (b) and semi-alternating (c) networks as a function of molecular weight, with power-law fits. Each eigenvalue is labelled black, red, and blue in increasing size. The asterisk indicates the 137-ring circular networks that were not used for fits. If not visible, error bars are smaller than points.
FIG. 6: Left: a partial time series of the three gyration eigenvalues of a 225-loop semi-alternating membrane during which a large-amplitude folding event occurs, causing the major axis to align with the width of the diamond-shaped membrane. Delaunay triangulations of the membranes are shown from the side at three stages of this event. Right: ratio of the variance of the distances between the corners along the long axis of the membrane to the variance of the short axis. Error bars represent standard error over multiple runs. Inset shows a side view of a folded membrane, showing its center of mass as a black circle displaced from the loops, and smaller dots pointing along the minor eigenvector.
FIG. 7: Renderings of the tightest configurations of (from left to right) alternating, fully non-alternating, and semi-alternating chainmail with 25 links, with osculating surfaces. Links are colored by their position along the surface normal direction.

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Chirality Effects in Molecular Chainmail
  • Preprint
  • File available

June 2024

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12 Reads

Motivated by the observation of positive Gaussian curvature in kinetoplast DNA networks, we consider the effect of linking chirality in square lattice molecular chainmail networks using Langevin dynamics simulations and constrained gradient optimization. Linking chirality here refers to ordering of over-under versus under-over linkages between a loop and its neighbors. We consider fully alternating linking, maximally non-alternating, and partially non-alternating linking chiralities. We find that in simulations of polymer chainmail networks, the linking chirality dictates the sign of the Gaussian curvature of the final state of the chainmail membranes. Alternating networks have positive Gaussian curvature, similar to what is observed in kinetoplast DNA networks. Maximally non-alternating networks form isotropic membranes with negative Gaussian curvature. Partially non-alternating networks form flat diamond-shaped sheets which undergo a thermal folding transition when sufficiently large, similar to the crumpling transition in tethered membranes. We further investigate this topology-curvature relationship on geometric grounds by considering the tightest possible configurations and the constraints that must be satisfied to achieve them.

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FIG. 2: a. Random network of rectangles in which those participating in Borromean linking are highlighted. b. A hypergraph structure in which Hopf linked rectangles (blue edges) have formed a percolating cluster and several Borromean components (red triangles) have formed. c. A hypergraph structure in which both Hopf linked and Borromean linked rectangles have formed percolating clusters. d. Rendering of the Borromean network in c. as elastic loops.
FIG. 4: a. Hypergraph structure of a quasi-2D network of 3000 rectangles with an average connectivity of three Hopf links per rectangle, with several Borromean clusters spersed throughout. The inset shows the largest Borromean cluster. b. The number of rectangles with Borromean connections, and the total number of Borromean components, as a function of the mean number of Hopf links per rectangle. The rectangles had a uniform distribution of aspect ratios between 1.5 and 2.5 in a 5000 rectangle network confined to a disk with effective height 0.1.
Borromean Hypergraph Formation in Dense Random Rectangles

May 2024

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21 Reads

We develop a minimal system to study the stochastic formation of Borromean links within topologically entangled networks without requiring the use of knot invariants. Borromean linkages may form in entangled solutions of open polymer chains or in Olympic gel systems such as kinetoplast DNA, but it is challenging to investigate this due to the difficulty of computing three-body link invariants. Here, we investigate randomly oriented rectangles densely packed within a volume, and evaluate them for Hopf linking and Borromean link formation. We show that dense packings of rectangles can form Borromean triplets and larger clusters, and that in high enough density the combination of Hopf and Borromean linking can create a percolating hypergraph through the network. We present data for the percolation threshold of Borromean hypergraphs, and discuss implications for the existence of Borromean connectivity within kinetoplast DNA.


Revisiting the second Vassiliev (In)variant for polymer knots

May 2024

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37 Reads

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2 Citations

Knots in open strands such as ropes, fibers, and polymers, cannot typically be described in the language of knot theory, which characterizes only closed curves in space. Simulations of open knotted polymer chains, often parameterized to DNA, typically perform a closure operation and calculate the Alexander polynomial to assign a knot topology. This is limited in scenarios where the topology is less well-defined, for example when the chain is in the process of untying or is strongly confined. Here, we use a discretized version of the Second Vassiliev Invariant for open chains to analyze Langevin Dynamics simulations of untying and strongly confined polymer chains. We demonstrate that the Vassiliev parameter can accurately and efficiently characterize the knotted state of polymers, providing additional information not captured by a single-closure Alexander calculation. We discuss its relative strengths and weaknesses compared to standard techniques, and argue that it is a useful and powerful tool for analyzing polymer knot simulations.


Topology in soft and biological matter

May 2024

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358 Reads

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27 Citations

Physics Reports

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The last years have witnessed remarkable advances in our understanding of the emergence and consequences of topological constraints in biological and soft matter. Examples are abundant in relation to (bio)polymeric systems and range from the characterization of knots in single polymers and proteins to that of whole chromosomes and polymer melts. At the same time, considerable advances have been made in the description of the interplay between topological and physical properties in complex fluids, with the development of techniques that now allow researchers to control the formation of and interaction between defects in diverse classes of liquid crystals. Thanks to technological progress and the integration of experiments with increasingly sophisticated numerical simulations, topological biological and soft matter is a vibrant area of research attracting scientists from a broad range of disciplines. However, owing to the high degree of specialization of modern science, many results have remained confined to their own particular fields, with different jargon making it difficult for researchers to share ideas and work together towards a comprehensive view of the diverse phenomena at play. Compelled by these motivations, here we present a comprehensive overview of topological effects in systems ranging from DNA and genome organization to entangled proteins, polymeric materials, liquid crystals, and theoretical physics, with the intention of reducing the barriers between different fields of soft matter and biophysics. Particular care has been taken in providing a coherent formal introduction to the topological properties of polymers and of continuum materials and in highlighting the underlying common aspects concerning the emergence, characterization, and effects of topological objects in different systems. The second half of the review is dedicated to the presentation of the latest results in selected problems, specifically, the effects of topological constraints on the viscoelastic properties of polymeric materials; their relation with genome organization; a discussion on the emergence and possible effects of knots and other entanglements in proteins; the emergence and effects of topological defects and solitons in complex fluids. This review is dedicated to the memory of Marek Cieplak.


Single-molecule analysis of solvent-responsive mechanically interlocked ring polymers and the effects of nanoconfinement from coarse-grained simulations

March 2024

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60 Reads

In this study, we simulate mechanically interlocked semiflexible ring polymers inspired by the minicircles of kinetoplast DNA (kDNA) networks. Using coarse-grained molecular dynamics simulations, we investigate the impact of molecular topological linkage and nanoconfinement on the conformational properties of two- and three-ring polymer systems in varying solvent qualities. Under good-quality solvents, for two-ring systems, a higher number of crossing points lead to a more internally constrained structure, reducing their mean radius of gyration. In contrast, three-ring systems, which all had the same crossing number, exhibited more similar sizes. In unfavorable solvents, structures collapse, forming compact configurations with increased contacts. The morphological diversity of structures primarily arises from topological linkage rather than the number of rings. In three-ring systems with different topological conformations, structural uniformity varies based on link types. Extreme confinement induces isotropic and extended conformations for catenated polymers, aligning with experimental results for kDNA networks and influencing the crossing number and overall shape. Finally, the flat-to-collapse transition in extreme confinement occurs earlier (at relatively better solvent conditions) compared to non-confined systems. This study offers valuable insights into the conformational behavior of mechanically interlocked ring polymers, highlighting challenges in extrapolating single-molecule analyses to larger networks such as kDNA.


The effect of the kinetoplast edge loop on network percolation

August 2023

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27 Reads

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7 Citations

We use graph theory simulations and single molecule experiments to investigate percolation properties of kinetoplasts, the topologically linked mitochondrial DNA from trypanosome parasites. The edges of some kinetoplast networks contain a fiber of redundantly catenated DNA loops, but previous investigations of kinetoplast topology did not take this into account. Our graph simulations track the size of connected components in lattices as nodes are removed, analogous to the removal of minicircles from kinetoplasts. We find that when the edge loop is taken into account, the largest component after the network de‐percolates is a remnant of the edge loop, before it undergoes a second percolation transition and breaks apart. This implies that stochastically removing minicircles from kinetoplast DNA would isolate large polycatenanes, which is observed in experiments that use photonicking to stochastically destroy kinetoplasts from Crithidia fasciculata . Our results imply kinetoplasts may be used as a source of linear polycatenanes for future experiments.


FIG. 3: The dissolution of a 70x70 square lattice network with ten-fold edge redundancy. The largest connected component is labelled in yellow, the second largest in green, other components as light blue, and unoccupied sites in dark blue. The first image shows a giant component with a few removed nodes. The second is at the percolation threshold of the network interior, in which the largest component still spans the entire system. In the third image, the interior is no longer percolating but the edge of the system still contains its largest component. In the fourth image, the edge has broken into two components.
FIG. 4: a. The size of the largest connected component in 70x70 square networks with edge redundancy of 1, 10, and 20 as a function of the fraction of dissolved minicircles. At a dissolution fraction that leaves an edgeless lattice with a small largest component, the edged lattices have a larger largest component around their edge. b. The size of the second largest connected component in 70x70 square networks with edge redundancy of 1, 10, and 20. A local maximum indicates a percolation transition. With a redundant edge, a secondary transition arises when the edge breaks. The dashed line shows the percolation threshold of a square lattice. c. Waterfall plots of the second largest components for lattices with edge redundancy between 1 and 20.
FIG. 7: Schematic of our experiments in which intense light is used to linearize minicircles and remove them from the network. Right side shows an image of a kinetoplast before, during, and after the light intensity is increased, with 5 micron scale bar.
FIG. 9: Four montages of kinetoplasts undergoing photodisintegration, leaving behind a fibrous polycatenane. The bottom row shows the end stage of four more degradations.
Linear Polycatenanes from Kinetoplast Edge Loops

June 2023

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23 Reads

We use graph theory simulations and single molecule experiments to investigate percolation properties of kinetoplasts, the topologically linked mitochondrial DNA from trypanosome parasites. The edges of some kinetoplast networks contain a fiber of redundantly catenated DNA loops, but previous investigations of kinetoplast topology did not take this into account. Our graph simulations track the size of connected components in lattices as nodes are removed, analogous to the removal of minicircles from kinetoplasts. We find that when the edge loop is taken into account, the largest component after the network de-percolates is a remnant of the edge loop, before it undergoes a second percolation transition and breaks apart. This implies that stochastically removing minicircles from kinetoplast DNA would isolate large polycatenanes, which is observed in experiments that use photonicking to stochastically destroy kinetoplasts from Crithidia fasciculata. Our results imply kinetoplasts may be used as a source of linear polycatenanes for future experiments.


FIG. 1: Configurations of the alternating (left) and non-alternating (right) knots with the smallest (top) and largest (bottom) ropelength, rendered using KnotPlot.
Ropelength and writhe quantization of 12-crossing knots

May 2023

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47 Reads

The ropelength of a knot is the minimum length required to tie it. Computational upper bounds have previously been computed for every prime knot with up to 11 crossings. Here, we present ropelength measurements for the 2176 knots with 12 crossings, of which 1288 are alternating and 888 are non-alternating. We report on the distribution of ropelengths within and between crossing numbers, as well as the space writhe of the tight knot configurations. It was previously established that tight alternating knots have a ``quantized'' space writhe close to a multiple of 4/7. Our data supports this for 12-crossing alternating knots and we find that non-alternating knots also show evidence of writhe quantization, falling near integer or half-integer multiples of 4/3, depending on the parity of the crossing number. Finally, we examine correlations between geometric properties and topological invariants of tight knots, finding that the ropelength is positively correlated with hyperbolic volume and its correlates, and that the space writhe is positively correlated with the Rasmussen s invariant.


Citations (29)


... in. 55,56 The conformational properties of the polymer chain, among others its mean squared end-to-end distance ⟨R 2 ⟩, and mean squared radius of gyration ⟨R 2 g ⟩, describe the coil transformation into a stretched string of segments subject to applied shear, as well as the globule transformation into pearl-necklace conformations. ...

Reference:

Effect of simple shear on knotted polymer coils and globules
Revisiting the second Vassiliev (In)variant for polymer knots

... Our simulations reveal another intriguing finding: the motorized mitotic chromosome structure contains some knots but overall it is not heavily entangled. The topology of chromosomes, particularly the knots, has long been a subject of significant interest [107][108][109][110][111][112][113][114][115] due to its biological relevance noted already by Waston and Crick in their first papers on DNA [116,117]. A knot-free chromosomal structure will facilitate replication as well as targetsearch [118]. ...

Topology in soft and biological matter
  • Citing Article
  • May 2024

Physics Reports

... Single-molecule experiments have recently clarified that these long-known DNA chainmails have the shape of relatively smooth curved membranes [48][49][50]. The membrane is bound by a rigid perimeter, possibly itself formed by redundantly linked DNA rings [51], but is otherwise flexible and hence endowed with significant conformational plasticity that confers unusual mechanical and dynamical properties to the system. For instance, the DNA chainmail can transition reversibly from expanded to collapsed states as the concentration of crowders in solution is varied [52], but it deforms continuously and without the equivalent of a coil-stretch transition in elongational flows [49]. ...

The effect of the kinetoplast edge loop on network percolation
  • Citing Article
  • August 2023

... Knots are self-entangled individual DNA circles, while catenanes consist of two or more interlinked circles of DNA 13 (Supplementary Fig. 1a). These structures can be inferred at the ensemble or single molecule levels from their biophysical properties by, e.g., electrophoretic techniques [13][14][15][16][17][18][19][20][21][22][23][24][25][26][27] , DNA looping assays 28 , optical and magnetic tweezer measurements 29 , and nanopore detectors [30][31][32][33] . Of these, gel electrophoresis is by far the most accessible and well-defined method [34][35][36][37][38] . ...

Nanopore translocation of topologically linked DNA catenanes
  • Citing Article
  • February 2023

PHYSICAL REVIEW E

... Recently, we investigated the percolation transition in Borromean networks of loops on a square lattice, in which no two loops are linked but each triplet of neighbors is [16]. Whereas Hopf-linked networks may be described as graphs in which each loop is a node and each linked connection is an edge, Borromean networks must be described as hypergraphs, in which the interdependent connections of three loops define a triangle of edges and nodes. ...

Percolation and dissolution of Borromean networks
  • Citing Article
  • February 2023

PHYSICAL REVIEW E

... Key progress in understanding filament packing geometry is based on what is known as the Ideal Rope or Ideal Tube model of packing, which considers space filling configurations based on a filament centerline and a rigid, circular cross-section of uniform diameter d swept-out normal to the backbone curve. Early applications of this model have been applied to understand the geometry of closed curves in optimally 'tight' knots and links [44][45][46][47][48][49][50][51][52][53]. This model has also been applied to model the complex close contact geometry in multi-filament clasps [54,55], as well as plies and bundles [56][57][58][59][60][61], which have formed a basis for comparison to experimental systems [62][63][64][65][66][67]. ...

The tightest knot is not necessarily the smallest
  • Citing Article
  • November 2022

Journal of Knot Theory and Its Ramifications

... For instance, the DNA chainmail can transition reversibly from expanded to collapsed states as the concentration of crowders in solution is varied 52 , but it deforms continuously and without the equivalent of a coil-stretch transition in elongational flows 49 . Various theoretical and computational models have been introduced to understand the observed properties of kinetoplast DNA 22,48,50,[53][54][55][56] , including how they depend on the network of the linked rings 56 . Notably, the lateral and transverse size of rigid-ring chainmails were found to scale with the system area similarly to flat covalent membranes, and yet, the chainmails invariably featured a spontaneous curvature and precisely a positive Gaussian curvature, absent from conventional membranes 56 . ...

Flatness and intrinsic curvature of linked-ring membranes
  • Citing Article
  • November 2021

Soft Matter

... Key progress in understanding filament packing geometry is based on what is known as the Ideal Rope or Ideal Tube model of packing, which considers space filling configurations based on a filament centerline and a rigid, circular cross-section of uniform diameter d swept-out normal to the backbone curve. Early applications of this model have been applied to understand the geometry of closed curves in optimally 'tight' knots and links [44][45][46][47][48][49][50][51][52][53]. This model has also been applied to model the complex close contact geometry in multi-filament clasps [54,55], as well as plies and bundles [56][57][58][59][60][61], which have formed a basis for comparison to experimental systems [62][63][64][65][66][67]. ...

The Ropelength of Complex Knots

... The macroscopic scale of a problem is equally important because of the high molecular weight of involved polymeric chains. Here, the statistics of macromolecular conformations of a polymer play the predominant role, and it can be attained by considering the SAW model on a lattice [40][41][42][43]. Despite its simplicity, the SAW model proved to be very efficient in capturing the universal conformational properties of polymers in a good solvent regime. ...

Trapping in self-avoiding walks with nearest-neighbor attraction
  • Citing Article
  • September 2020

PHYSICAL REVIEW E

... Nowadays, physical knots can also be artificially formed in biomolecules via optical tweezers [23,24], compression in nanochannels [25], and by applying elongational flows [26][27][28][29] or electric fields [30,31]. These single-molecule experiments combined with computational studies [12,13,[27][28][29][32][33][34][35][36][37][38][39][40] have paved the way for a better physical understanding of the mobility of the knot along the chain and on the disentanglement process of the hosting polymer. ...

Topological Simplification of Complex Knots Untied in Elongational Flows
  • Citing Article
  • August 2020

Macromolecules