Literature DB >> 28438021

A New Improved and Extended Version of the Multicell Bacterial Simulator gro.

Martín Gutiérrez1,2, Paula Gregorio-Godoy1, Guillermo Pérez Del Pulgar1, Luis E Muñoz1, Sandra Sáez1, Alfonso Rodríguez-Patón1.   

Abstract

gro is a cell programming language developed in Klavins Lab for simulating colony growth and cell-cell communication. It is used as a synthetic biology prototyping tool for simulating multicellular biocircuits and microbial consortia. In this work, we present several extensions made to gro that improve the performance of the simulator, make it easier to use, and provide new functionalities. The new version of gro is between 1 and 2 orders of magnitude faster than the original version. It is able to grow microbial colonies with up to 105 cells in less than 10 min. A new library, CellEngine, accelerates the resolution of spatial physical interactions between growing and dividing cells by implementing a new shoving algorithm. A genetic library, CellPro, based on Probabilistic Timed Automata, simulates gene expression dynamics using simplified and easy to compute digital proteins. We also propose a more convenient language specification layer, ProSpec, based on the idea that proteins drive cell behavior. CellNutrient, another library, implements Monod-based growth and nutrient uptake functionalities. The intercellular signaling management was improved and extended in a library called CellSignals. Finally, bacterial conjugation, another local cell-cell communication process, was added to the simulator. To show the versatility and potential outreach of this version of gro, we provide studies and novel examples ranging from synthetic biology to evolutionary microbiology. We believe that the upgrades implemented for gro have made it into a powerful and fast prototyping tool capable of simulating a large variety of systems and synthetic biology designs.

Keywords:  bioCAD tools; cell shoving algorithm; cell−cell interactions; gro; individual-based model; intercellular communication; multicellular biocircuits; synthetic biology; synthetic microbial consortia

Mesh:

Year:  2017        PMID: 28438021     DOI: 10.1021/acssynbio.7b00003

Source DB:  PubMed          Journal:  ACS Synth Biol        ISSN: 2161-5063            Impact factor:   5.110


  7 in total

1.  Modeling mechanical interactions in growing populations of rod-shaped bacteria.

Authors:  James J Winkle; Oleg A Igoshin; Matthew R Bennett; Krešimir Josić; William Ott
Journal:  Phys Biol       Date:  2017-07-28       Impact factor: 2.583

Review 2.  A metabolic modeling platform for the computation of microbial ecosystems in time and space (COMETS).

Authors:  Ilija Dukovski; Djordje Bajić; Jeremy M Chacón; Michael Quintin; Jean C C Vila; Snorre Sulheim; Alan R Pacheco; David B Bernstein; William J Riehl; Kirill S Korolev; Alvaro Sanchez; William R Harcombe; Daniel Segrè
Journal:  Nat Protoc       Date:  2021-10-11       Impact factor: 13.491

3.  Resource-aware whole-cell model of division of labour in a microbial consortium for complex-substrate degradation.

Authors:  Guy-Bart Stan; Rodrigo Ledesma-Amaro; Eliza Atkinson; Zoltan Tuza; Giansimone Perrino
Journal:  Microb Cell Fact       Date:  2022-06-14       Impact factor: 6.352

Review 4.  Ecological modelling approaches for predicting emergent properties in microbial communities.

Authors:  Naomi Iris van den Berg; Daniel Machado; Sophia Santos; Isabel Rocha; Jeremy Chacón; William Harcombe; Sara Mitri; Kiran R Patil
Journal:  Nat Ecol Evol       Date:  2022-05-16       Impact factor: 19.100

5.  Small Universal Bacteria and Plasmid Computing Systems.

Authors:  Xun Wang; Pan Zheng; Tongmao Ma; Tao Song
Journal:  Molecules       Date:  2018-05-29       Impact factor: 4.411

Review 6.  Synthetic Biology Tools to Engineer Microbial Communities for Biotechnology.

Authors:  Nicholas S McCarty; Rodrigo Ledesma-Amaro
Journal:  Trends Biotechnol       Date:  2018-11-26       Impact factor: 19.536

7.  A Framework for Implementing Metaheuristic Algorithms Using Intercellular Communication.

Authors:  Yerko Ortiz; Javier Carrión; Rafael Lahoz-Beltrá; Martín Gutiérrez
Journal:  Front Bioeng Biotechnol       Date:  2021-05-10
  7 in total

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