symmetry
S S
Article
Coloring Invariant for Topological Circuits in Folded
Linear Chains
Jose Ceniceros
1
, Mohamed Elhamdadi
2
and Alireza Mashaghi
3,
*
Citation: Ceniceros, J.; Elhamdadi,
M.; Mashaghi, A. Coloring Invariant
for Topological Circuits in Folded
Linear Chains. Symmetry 2021, 13,
919. https://doi.org/10.3390/
sym13060919
Academic Editors: Erica Flapan and
Helen Wong
Received: 18 April 2021
Accepted: 18 May 2021
Published: 21 May 2021
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1
Mathematics and Statistics Department, Hamilton College, Clinton, NY 13323, USA; jcenicer@hamilton.edu
2
Department of Mathematics and Statistics, University of South Florida, Tampa, FL 33620, USA;
emohamed@usf.edu
3
Medical Systems Biophysics and Bioengineering, Leiden Academic Centre for Drug Research,
Faculty of Science, Leiden University, 2333 CC Leiden, The Netherlands
* Correspondence: a.mashaghi.tabari@lacdr.leidenuniv.nl
Abstract: Circuit topology is a mathematical approach that categorizes the arrangement of contacts
within a folded linear chain, such as a protein molecule or the genome. Theses linear biomolecular
chains often fold into complex 3D architectures with critical entanglements and local or global
structural symmetries stabilised by formation of intrachain contacts. Here, we adapt and apply the
algebraic structure of quandles to classify and distinguish chain topologies within the framework of
circuit topology. We systematically study the basic circuit topology motifs and define quandle/bondle
coloring for them. Next, we explore the implications of circuit topology operations that enable
building complex topologies from basic motifs for the quandle coloring approach.
Keywords: circuit topology; folded linear chains; quandle; bondle; coloring invariant
1. Introduction
Folded linear molecular chains typically fold via formation of intra-chain bonds that
fix chain entanglement; examples include base–base interactions in nucleic acids and
residue–residue interactions in proteins [1–3]. During the folding process, interactions
form progressively until the chain reaches its final topology. Formation of an interaction
may facilitate or hinder formation of subsequent interactions depending on the topological
relations between them. Functionally critical entanglements and local or global structural
symmetries are then stabilised by the formation of intrachain contacts. Motivated by the
physics of folding, circuit topology has been developed to categorize the arrangement of
intra-chain interactions (so-called contacts) and chain crossings in a folded linear chain [4].
While being mathematically rigorous, the topological picture is intuitive and simple and
provides quantitative measures that can be readily used to relate topology to other proper-
ties of folded chain systems [5]. A growing number of studies have recently been conducted
in which implications of circuit topology for folding and unfolding dynamics of polymer
chains have been investigated [5].
The relation between circuit topology and the well-established knot theory is being
studied [6]. While circuit topology complements knot theory by addressing interactions,
tools developed by knot theorists might prove useful in strengthening circuit topology.
Various coloring schemes have been developed by knot theorists that might be extended to
classify topological circuits. Recently, a quandle coloring approach has been developed
for protein analysis, which can in principle be adapted to resolve the space of possible
circuit topologies [7,8]. The aim of this article is to use algebraic structures of quandles
to study circuit topology. Using knot theory tools, we construct an invariant which we
use to classify and distinguish chain topologies within the framework of circuit topology.
The article is organized as follows. In Section 2, we review the basics of circuit topology.
Section 3 reviews the basics of quandles, singquandle, and bondles with examples. In
Symmetry 2021, 13, 919. https://doi.org/10.3390/sym13060919 https://www.mdpi.com/journal/symmetry