Literature DB >> 27058171

High-throughput mathematical analysis identifies Turing networks for patterning with equally diffusing signals.

Luciano Marcon1, Xavier Diego2,3, James Sharpe2,3,4, Patrick Müller1.   

Abstract

The Turing reaction-diffusion model explains how identical cells can self-organize to form spatial patterns. It has been suggested that extracellular signaling molecules with different diffusion coefficients underlie this model, but the contribution of cell-autonomous signaling components is largely unknown. We developed an automated mathematical analysis to derive a catalog of realistic Turing networks. This analysis reveals that in the presence of cell-autonomous factors, networks can form a pattern with equally diffusing signals and even for any combination of diffusion coefficients. We provide a software (available at http://www.RDNets.com) to explore these networks and to constrain topologies with qualitative and quantitative experimental data. We use the software to examine the self-organizing networks that control embryonic axis specification and digit patterning. Finally, we demonstrate how existing synthetic circuits can be extended with additional feedbacks to form Turing reaction-diffusion systems. Our study offers a new theoretical framework to understand multicellular pattern formation and enables the wide-spread use of mathematical biology to engineer synthetic patterning systems.

Entities:  

Keywords:  S. cerevisiae; Turing patterns; computational biology; developmental biology; differential diffusivity; diffusion-driven instability; mouse; pattern formation; self-organization; stem cells; systems biology; zebrafish

Mesh:

Year:  2016        PMID: 27058171      PMCID: PMC4922859          DOI: 10.7554/eLife.14022

Source DB:  PubMed          Journal:  Elife        ISSN: 2050-084X            Impact factor:   8.140


  58 in total

1.  Stochasticity in transcriptional regulation: origins, consequences, and mathematical representations.

Authors:  T B Kepler; T C Elston
Journal:  Biophys J       Date:  2001-12       Impact factor: 4.033

2.  The role of trans-membrane signal transduction in turing-type cellular pattern formation.

Authors:  Erik M Rauch; Mark M Millonas
Journal:  J Theor Biol       Date:  2004-02-21       Impact factor: 2.691

3.  Generation of robust left-right asymmetry in the mouse embryo requires a self-enhancement and lateral-inhibition system.

Authors:  Tetsuya Nakamura; Naoki Mine; Etsushi Nakaguchi; Atsushi Mochizuki; Masamichi Yamamoto; Kenta Yashiro; Chikara Meno; Hiroshi Hamada
Journal:  Dev Cell       Date:  2006-10       Impact factor: 12.270

4.  WNT and DKK determine hair follicle spacing through a reaction-diffusion mechanism.

Authors:  Stefanie Sick; Stefan Reinker; Jens Timmer; Thomas Schlake
Journal:  Science       Date:  2006-11-02       Impact factor: 47.728

5.  A connectionist model of development.

Authors:  E Mjolsness; D H Sharp; J Reinitz
Journal:  J Theor Biol       Date:  1991-10-21       Impact factor: 2.691

6.  Customized signaling with reconfigurable protein scaffolds.

Authors:  Patrick Guye; Ron Weiss
Journal:  Nat Biotechnol       Date:  2008-05       Impact factor: 54.908

7.  Modeling digits. Digit patterning is controlled by a Bmp-Sox9-Wnt Turing network modulated by morphogen gradients.

Authors:  J Raspopovic; L Marcon; L Russo; J Sharpe
Journal:  Science       Date:  2014-08-01       Impact factor: 47.728

8.  The cyst-branch difference in developing chick lung results from a different morphogen diffusion coefficient.

Authors:  Takashi Miura; Dirk Hartmann; Masato Kinboshi; Munekazu Komada; Makoto Ishibashi; Kohei Shiota
Journal:  Mech Dev       Date:  2008-12-06       Impact factor: 1.882

9.  Evolvability and hierarchy in rewired bacterial gene networks.

Authors:  Mark Isalan; Caroline Lemerle; Konstantinos Michalodimitrakis; Carsten Horn; Pedro Beltrao; Emanuele Raineri; Mireia Garriga-Canut; Luis Serrano
Journal:  Nature       Date:  2008-04-17       Impact factor: 49.962

10.  A unified design space of synthetic stripe-forming networks.

Authors:  Yolanda Schaerli; Andreea Munteanu; Magüi Gili; James Cotterell; James Sharpe; Mark Isalan
Journal:  Nat Commun       Date:  2014-09-23       Impact factor: 14.919

View more
  34 in total

Review 1.  Towards a physical understanding of developmental patterning.

Authors:  Jose Negrete; Andrew C Oates
Journal:  Nat Rev Genet       Date:  2021-05-10       Impact factor: 53.242

2.  History dependence and the continuum approximation breakdown: the impact of domain growth on Turing's instability.

Authors:  Václav Klika; Eamonn A Gaffney
Journal:  Proc Math Phys Eng Sci       Date:  2017-03-15       Impact factor: 2.704

3.  Stochastic Turing patterns in a synthetic bacterial population.

Authors:  David Karig; K Michael Martini; Ting Lu; Nicholas A DeLateur; Nigel Goldenfeld; Ron Weiss
Journal:  Proc Natl Acad Sci U S A       Date:  2018-06-11       Impact factor: 11.205

Review 4.  Patterning, From Conifers to Consciousness: Turing's Theory and Order From Fluctuations.

Authors:  Thurston C Lacalli
Journal:  Front Cell Dev Biol       Date:  2022-05-03

5.  Two MYB Proteins in a Self-Organizing Activator-Inhibitor System Produce Spotted Pigmentation Patterns.

Authors:  Baoqing Ding; Erin L Patterson; Srinidhi V Holalu; Jingjian Li; Grace A Johnson; Lauren E Stanley; Anna B Greenlee; Foen Peng; H D Bradshaw; Michael L Blinov; Benjamin K Blackman; Yao-Wu Yuan
Journal:  Curr Biol       Date:  2020-02-20       Impact factor: 10.834

6.  Automated Design of Pluripotent Stem Cell Self-Organization.

Authors:  Ashley R G Libby; Demarcus Briers; Iman Haghighi; David A Joy; Bruce R Conklin; Calin Belta; Todd C McDevitt
Journal:  Cell Syst       Date:  2019-11-20       Impact factor: 10.304

Review 7.  From embryos to embryoids: How external signals and self-organization drive embryonic development.

Authors:  J Serrano Morales; Jelena Raspopovic; Luciano Marcon
Journal:  Stem Cell Reports       Date:  2021-05-11       Impact factor: 7.765

Review 8.  Synthetic spatial patterning in bacteria: advances based on novel diffusible signals.

Authors:  Martina Oliver Huidobro; Jure Tica; Georg K A Wachter; Mark Isalan
Journal:  Microb Biotechnol       Date:  2021-11-29       Impact factor: 6.575

9.  Functional evolution of a morphogenetic gradient.

Authors:  Chun Wai Kwan; Jackie Gavin-Smyth; Edwin L Ferguson; Urs Schmidt-Ott
Journal:  Elife       Date:  2016-12-22       Impact factor: 8.140

10.  High-throughput micropatterning platform reveals Nodal-dependent bisection of peri-gastrulation-associated versus preneurulation-associated fate patterning.

Authors:  Mukul Tewary; Dominika Dziedzicka; Joel Ostblom; Laura Prochazka; Nika Shakiba; Tiam Heydari; Daniel Aguilar-Hidalgo; Curtis Woodford; Elia Piccinini; David Becerra-Alonso; Alice Vickers; Blaise Louis; Nafees Rahman; Davide Danovi; Mieke Geens; Fiona M Watt; Peter W Zandstra
Journal:  PLoS Biol       Date:  2019-10-21       Impact factor: 8.029

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.