Literature DB >> 20655830

The potential landscape of genetic circuits imposes the arrow of time in stem cell differentiation.

Jin Wang1, Li Xu, Erkang Wang, Sui Huang.   

Abstract

Differentiation from a multipotent stem or progenitor state to a mature cell is an essentially irreversible process. The associated changes in gene expression patterns exhibit time-directionality. This "arrow of time" in the collective change of gene expression across multiple stable gene expression patterns (attractors) is not explained by the regulated activation, the suppression of individual genes which are bidirectional molecular processes, or by the standard dynamical models of the underlying gene circuit which only account for local stability of attractors. To capture the global dynamics of this nonequilibrium system and gain insight in the time-asymmetry of state transitions, we computed the quasipotential landscape of the stochastic dynamics of a canonical gene circuit that governs branching cell fate commitment. The potential landscape reveals the global dynamics and permits the calculation of potential barriers between cell phenotypes imposed by the circuit architecture. The generic asymmetry of barrier heights indicates that the transition from the uncommitted multipotent state to differentiated states is inherently unidirectional. The model agrees with observations and predicts the extreme conditions for reprogramming cells back to the undifferentiated state. Copyright 2010 Biophysical Society. Published by Elsevier Inc. All rights reserved.

Mesh:

Year:  2010        PMID: 20655830      PMCID: PMC2895388          DOI: 10.1016/j.bpj.2010.03.058

Source DB:  PubMed          Journal:  Biophys J        ISSN: 0006-3495            Impact factor:   4.033


  59 in total

1.  Epigenetics as a first exit problem.

Authors:  E Aurell; K Sneppen
Journal:  Phys Rev Lett       Date:  2002-01-08       Impact factor: 9.161

Review 2.  DNA microarrays and development.

Authors:  Lee Smith; Andy Greenfield
Journal:  Hum Mol Genet       Date:  2003-04-01       Impact factor: 6.150

3.  Energy landscape theory, funnels, specificity, and optimal criterion of biomolecular binding.

Authors:  Jin Wang; Gennady M Verkhivker
Journal:  Phys Rev Lett       Date:  2003-05-06       Impact factor: 9.161

4.  Epigenetic plasticity of hematopoietic cells.

Authors:  Constanze Bonifer
Journal:  Cell Cycle       Date:  2005-02-03       Impact factor: 4.534

5.  Optimal path to epigenetic switching.

Authors:  David Marin Roma; Ruadhan A O'Flanagan; Andrei E Ruckenstein; Anirvan M Sengupta; Ranjan Mukhopadhyay
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2005-01-11

6.  Absolute rate theories of epigenetic stability.

Authors:  Aleksandra M Walczak; José N Onuchic; Peter G Wolynes
Journal:  Proc Natl Acad Sci U S A       Date:  2005-12-16       Impact factor: 11.205

7.  The energy landscapes and motions of proteins.

Authors:  H Frauenfelder; S G Sligar; P G Wolynes
Journal:  Science       Date:  1991-12-13       Impact factor: 47.728

8.  Stem cells: The promises and perils of p53.

Authors:  Valery Krizhanovsky; Scott W Lowe
Journal:  Nature       Date:  2009-08-27       Impact factor: 49.962

9.  Transcriptome-wide noise controls lineage choice in mammalian progenitor cells.

Authors:  Hannah H Chang; Martin Hemberg; Mauricio Barahona; Donald E Ingber; Sui Huang
Journal:  Nature       Date:  2008-05-22       Impact factor: 49.962

Review 10.  Systems biology of stem cell fate and cellular reprogramming.

Authors:  Ben D Macarthur; Avi Ma'ayan; Ihor R Lemischka
Journal:  Nat Rev Mol Cell Biol       Date:  2009-09-09       Impact factor: 94.444

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  79 in total

1.  Stability and multiattractor dynamics of a toggle switch based on a two-stage model of stochastic gene expression.

Authors:  Michael Strasser; Fabian J Theis; Carsten Marr
Journal:  Biophys J       Date:  2012-01-03       Impact factor: 4.033

Review 2.  Dynamical systems approach to endothelial heterogeneity.

Authors:  Erzsébet Ravasz Regan; William C Aird
Journal:  Circ Res       Date:  2012-06-22       Impact factor: 17.367

3.  Eddy current and coupled landscapes for nonadiabatic and nonequilibrium complex system dynamics.

Authors:  Kun Zhang; Masaki Sasai; Jin Wang
Journal:  Proc Natl Acad Sci U S A       Date:  2013-08-26       Impact factor: 11.205

4.  Nonequilibrium landscape theory of neural networks.

Authors:  Han Yan; Lei Zhao; Liang Hu; Xidi Wang; Erkang Wang; Jin Wang
Journal:  Proc Natl Acad Sci U S A       Date:  2013-10-21       Impact factor: 11.205

5.  Quantifying Waddington landscapes and paths of non-adiabatic cell fate decisions for differentiation, reprogramming and transdifferentiation.

Authors:  Chunhe Li; Jin Wang
Journal:  J R Soc Interface       Date:  2013-10-16       Impact factor: 4.118

6.  Quantifying the Waddington landscape and biological paths for development and differentiation.

Authors:  Jin Wang; Kun Zhang; Li Xu; Erkang Wang
Journal:  Proc Natl Acad Sci U S A       Date:  2011-05-02       Impact factor: 11.205

Review 7.  Systems biology of stem cells: three useful perspectives to help overcome the paradigm of linear pathways.

Authors:  Sui Huang
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2011-08-12       Impact factor: 6.237

8.  Cellular reprogramming dynamics follow a simple 1D reaction coordinate.

Authors:  Sai Teja Pusuluri; Alex H Lang; Pankaj Mehta; Horacio E Castillo
Journal:  Phys Biol       Date:  2017-12-06       Impact factor: 2.583

9.  Mathematical models of the transitions between endocrine therapy responsive and resistant states in breast cancer.

Authors:  Chun Chen; William T Baumann; Jianhua Xing; Lingling Xu; Robert Clarke; John J Tyson
Journal:  J R Soc Interface       Date:  2014-05-07       Impact factor: 4.118

10.  Cell lineage determination in state space: a systems view brings flexibility to dogmatic canonical rules.

Authors:  Sui Huang
Journal:  PLoS Biol       Date:  2010-05-25       Impact factor: 8.029

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