TY - JOUR
T1 - Dynamics of chromosome organization in a minimal bacterial cell
AU - Gilbert, Benjamin R.
AU - Thornburg, Zane R.
AU - Brier, Troy A.
AU - Stevens, Jan A.
AU - Grünewald, Fabian
AU - Stone, John E.
AU - Marrink, Siewert J.
AU - Luthey-Schulten, Zaida
N1 - BG, ZT, TB, and ZL-S: we acknowledge partial support from NSF MCB 1818344 and 2221237, and “The Physics of Living Systems Student Research Network” NSF PHY 2014027. JAS, FG, and SM: we acknowledge funding from the ERC with the Advanced grant 101053661 (“COMP-O-CELL”) and from NWO through the NWA grant “The limits to growth: The challenge to dissipate energy” and BaSyc (“Building a Synthetic Cell”) consortium. JES: Visual Molecular Dynamics (VMD) was developed by the NIH Center for Macromolecular Modeling and Bioinformatics at the Beckman Institute at UIUC, with support from NIH P41-GM104601 and R24-GM145965.
PY - 2023
Y1 - 2023
N2 - Computational models of cells cannot be considered complete unless they include the most fundamental process of life, the replication and inheritance of genetic material. By creating a computational framework to model systems of replicating bacterial chromosomes as polymers at 10 bp resolution with Brownian dynamics, we investigate changes in chromosome organization during replication and extend the applicability of an existing whole-cell model (WCM) for a genetically minimal bacterium, JCVI-syn3A, to the entire cell-cycle. To achieve cell-scale chromosome structures that are realistic, we model the chromosome as a self-avoiding homopolymer with bending and torsional stiffnesses that capture the essential mechanical properties of dsDNA in Syn3A. In addition, the conformations of the circular DNA must avoid overlapping with ribosomes identitied in cryo-electron tomograms. While Syn3A lacks the complex regulatory systems known to orchestrate chromosome segregation in other bacteria, its minimized genome retains essential loop-extruding structural maintenance of chromosomes (SMC) protein complexes (SMC-scpAB) and topoisomerases. Through implementing the effects of these proteins in our simulations of replicating chromosomes, we find that they alone are sufficient for simultaneous chromosome segregation across all generations within nested theta structures. This supports previous studies suggesting loop-extrusion serves as a near-universal mechanism for chromosome organization within bacterial and eukaryotic cells. Furthermore, we analyze ribosome diffusion under the influence of the chromosome and calculate in silico chromosome contact maps that capture inter-daughter interactions. Finally, we present a methodology to map the polymer model of the chromosome to a Martini coarse-grained representation to prepare molecular dynamics models of entire Syn3A cells, which serves as an ultimate means of validation for cell states predicted by the WCM.
AB - Computational models of cells cannot be considered complete unless they include the most fundamental process of life, the replication and inheritance of genetic material. By creating a computational framework to model systems of replicating bacterial chromosomes as polymers at 10 bp resolution with Brownian dynamics, we investigate changes in chromosome organization during replication and extend the applicability of an existing whole-cell model (WCM) for a genetically minimal bacterium, JCVI-syn3A, to the entire cell-cycle. To achieve cell-scale chromosome structures that are realistic, we model the chromosome as a self-avoiding homopolymer with bending and torsional stiffnesses that capture the essential mechanical properties of dsDNA in Syn3A. In addition, the conformations of the circular DNA must avoid overlapping with ribosomes identitied in cryo-electron tomograms. While Syn3A lacks the complex regulatory systems known to orchestrate chromosome segregation in other bacteria, its minimized genome retains essential loop-extruding structural maintenance of chromosomes (SMC) protein complexes (SMC-scpAB) and topoisomerases. Through implementing the effects of these proteins in our simulations of replicating chromosomes, we find that they alone are sufficient for simultaneous chromosome segregation across all generations within nested theta structures. This supports previous studies suggesting loop-extrusion serves as a near-universal mechanism for chromosome organization within bacterial and eukaryotic cells. Furthermore, we analyze ribosome diffusion under the influence of the chromosome and calculate in silico chromosome contact maps that capture inter-daughter interactions. Finally, we present a methodology to map the polymer model of the chromosome to a Martini coarse-grained representation to prepare molecular dynamics models of entire Syn3A cells, which serves as an ultimate means of validation for cell states predicted by the WCM.
KW - Martini model
KW - brownian dynamics
KW - chromosome replication
KW - chromosome segregation
KW - smc proteins
KW - topoisomerase
KW - whole-cell modeling
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UR - http://www.scopus.com/inward/citedby.url?scp=85168653654&partnerID=8YFLogxK
U2 - 10.3389/fcell.2023.1214962
DO - 10.3389/fcell.2023.1214962
M3 - Article
C2 - 37621774
AN - SCOPUS:85168653654
SN - 2296-634X
VL - 11
JO - Frontiers in Cell and Developmental Biology
JF - Frontiers in Cell and Developmental Biology
M1 - 1214962
ER -