Literature DB >> 28954851

Bioelectric gene and reaction networks: computational modelling of genetic, biochemical and bioelectrical dynamics in pattern regulation.

Alexis Pietak1, Michael Levin2.   

Abstract

Gene regulatory networks (GRNs) describe interactions between gene products and transcription factors that control gene expression. In combination with reaction-diffusion models, GRNs have enhanced comprehension of biological pattern formation. However, although it is well known that biological systems exploit an interplay of genetic and physical mechanisms, instructive factors such as transmembrane potential (Vmem) have not been integrated into full GRN models. Here we extend regulatory networks to include bioelectric signalling, developing a novel synthesis: the bioelectricity-integrated gene and reaction (BIGR) network. Using in silico simulations, we highlight the capacity for Vmem to alter steady-state concentrations of key signalling molecules inside and out of cells. We characterize fundamental feedbacks where Vmem both controls, and is in turn regulated by, biochemical signals and thereby demonstrate Vmem homeostatic control, Vmem memory and Vmem controlled state switching. BIGR networks demonstrating hysteresis are identified as a mechanisms through which more complex patterns of stable Vmem spots and stripes, along with correlated concentration patterns, can spontaneously emerge. As further proof of principle, we present and analyse a BIGR network model that mechanistically explains key aspects of the remarkable regenerative powers of creatures such as planarian flatworms. The functional properties of BIGR networks generate the first testable, quantitative hypotheses for biophysical mechanisms underlying the stability and adaptive regulation of anatomical bioelectric pattern.
© 2017 The Author(s).

Entities:  

Keywords:  bioelectricity; gene regulatory networks; in silico simulations; regeneration

Mesh:

Year:  2017        PMID: 28954851      PMCID: PMC5636277          DOI: 10.1098/rsif.2017.0425

Source DB:  PubMed          Journal:  J R Soc Interface        ISSN: 1742-5662            Impact factor:   4.118


  143 in total

Review 1.  Role of membrane potential in the regulation of cell proliferation and differentiation.

Authors:  Sarah Sundelacruz; Michael Levin; David L Kaplan
Journal:  Stem Cell Rev Rep       Date:  2009-06-27       Impact factor: 5.739

2.  The logic of gene regulatory networks in early vertebrate forebrain patterning.

Authors:  Leonardo Beccari; Raquel Marco-Ferreres; Paola Bovolenta
Journal:  Mech Dev       Date:  2012-10-27       Impact factor: 1.882

3.  A dynamic regulatory network explains ParaHox gene control of gut patterning in the sea urchin.

Authors:  Rossella Annunziata; Maria Ina Arnone
Journal:  Development       Date:  2014-05-21       Impact factor: 6.868

4.  Different intracellular polyamine concentrations underlie the difference in the inward rectifier K(+) currents in atria and ventricles of the guinea-pig heart.

Authors:  Ding-Hong Yan; Kazuhiro Nishimura; Kaori Yoshida; Kei Nakahira; Tsuguhisa Ehara; Kazuei Igarashi; Keiko Ishihara
Journal:  J Physiol       Date:  2005-01-24       Impact factor: 5.182

5.  A difference in inward rectification and polyamine block and permeation between the Kir2.1 and Kir3.1/Kir3.4 K+ channels.

Authors:  Samy M Y Makary; Tom W Claydon; Decha Enkvetchakul; Colin G Nichols; Mark R Boyett
Journal:  J Physiol       Date:  2005-08-18       Impact factor: 5.182

6.  Sequence and functional expression in Xenopus oocytes of a human insulinoma and islet potassium channel.

Authors:  L H Philipson; R E Hice; K Schaefer; J LaMendola; G I Bell; D J Nelson; D F Steiner
Journal:  Proc Natl Acad Sci U S A       Date:  1991-01-01       Impact factor: 11.205

7.  Multiple channel types contribute to the low-voltage-activated calcium current in hippocampal CA3 pyramidal neurons.

Authors:  R B Avery; D Johnston
Journal:  J Neurosci       Date:  1996-09-15       Impact factor: 6.167

8.  Xenopus sonic hedgehog as a potential morphogen during embryogenesis and thyroid hormone-dependent metamorphosis.

Authors:  M A Stolow; Y B Shi
Journal:  Nucleic Acids Res       Date:  1995-07-11       Impact factor: 16.971

Review 9.  Divalent metal transporter 1 (DMT1) in the brain: implications for a role in iron transport at the blood-brain barrier, and neuronal and glial pathology.

Authors:  Tina Skjørringe; Annette Burkhart; Kasper Bendix Johnsen; Torben Moos
Journal:  Front Mol Neurosci       Date:  2015-06-08       Impact factor: 5.639

Review 10.  Modeling planarian regeneration: a primer for reverse-engineering the worm.

Authors:  Daniel Lobo; Wendy S Beane; Michael Levin
Journal:  PLoS Comput Biol       Date:  2012-04-26       Impact factor: 4.475

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  25 in total

Review 1.  The Cognitive Lens: a primer on conceptual tools for analysing information processing in developmental and regenerative morphogenesis.

Authors:  Santosh Manicka; Michael Levin
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2019-06-10       Impact factor: 6.237

2.  Rewiring Endogenous Bioelectric Circuits in the Xenopus laevis Embryo Model.

Authors:  Vasilios Nanos; Michael Levin
Journal:  Methods Mol Biol       Date:  2021

3.  Frequency-induced morphology alterations in microconfined biological cells.

Authors:  Hritwick Banerjee; Bibhas Roy; Kaustav Chaudhury; Babji Srinivasan; Suman Chakraborty; Hongliang Ren
Journal:  Med Biol Eng Comput       Date:  2018-11-10       Impact factor: 2.602

4.  On the coupling of mechanics with bioelectricity and its role in morphogenesis.

Authors:  A Leronni; L Bardella; L Dorfmann; A Pietak; M Levin
Journal:  J R Soc Interface       Date:  2020-06-03       Impact factor: 4.118

5.  Bioelectric Control of Metastasis in Solid Tumors.

Authors:  Samantha L Payne; Michael Levin; Madeleine J Oudin
Journal:  Bioelectricity       Date:  2019-09-16

6.  Toward Decoding Bioelectric Events in Xenopus Embryogenesis: New Methodology for Tracking Interplay Between Calcium and Resting Potentials In Vivo.

Authors:  Patrick McMillen; Richard Novak; Michael Levin
Journal:  J Mol Biol       Date:  2019-11-09       Impact factor: 5.469

Review 7.  Planarian regeneration as a model of anatomical homeostasis: Recent progress in biophysical and computational approaches.

Authors:  Michael Levin; Alexis M Pietak; Johanna Bischof
Journal:  Semin Cell Dev Biol       Date:  2018-05-01       Impact factor: 7.727

Review 8.  Bioelectric signaling as a unique regulator of development and regeneration.

Authors:  Matthew P Harris
Journal:  Development       Date:  2021-05-17       Impact factor: 6.868

Review 9.  Bistability of somatic pattern memories: stochastic outcomes in bioelectric circuits underlying regeneration.

Authors:  Giovanni Pezzulo; Joshua LaPalme; Fallon Durant; Michael Levin
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2021-02-08       Impact factor: 6.237

10.  Geometry-Dependent Arrhythmias in Electrically Excitable Tissues.

Authors:  Harold M McNamara; Stephanie Dodson; Yi-Lin Huang; Evan W Miller; Björn Sandstede; Adam E Cohen
Journal:  Cell Syst       Date:  2018-10-03       Impact factor: 10.304

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