A General Model for Binary Cell Fate Decision Gene Circuits with Degeneracy: Indeterminacy and Switch Behavior in the Absence of Cooperativity

被引:39
作者
Andrecut, Mircea [1 ]
Halley, Julianne D. [1 ]
Winkler, David A. [2 ,3 ]
Huang, Sui [1 ]
机构
[1] Univ Calgary, Inst Biocomplex & Informat, Calgary, AB, Canada
[2] CSIRO, Clayton, Vic 3168, Australia
[3] Monash Inst Pharmaceut Sci, Parkville, Vic, Australia
关键词
TRANSCRIPTION FACTORS GATA-1; STEM-CELL; C/EBP-ALPHA; LINEAGE-COMMITMENT; PU.1; EXPRESSION; MOUSE; TROPHECTODERM; LANDSCAPE; STATE;
D O I
10.1371/journal.pone.0019358
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: The gene regulatory circuit motif in which two opposing fate-determining transcription factors inhibit each other but activate themselves has been used in mathematical models of binary cell fate decisions in multipotent stem or progenitor cells. This simple circuit can generate multistability and explains the symmetric "poised" precursor state in which both factors are present in the cell at equal amounts as well as the resolution of this indeterminate state as the cell commits to either cell fate characterized by an asymmetric expression pattern of the two factors. This establishes the two alternative stable attractors that represent the two fate options. It has been debated whether cooperativity of molecular interactions is necessary to produce such multistability. Principal Findings: Here we take a general modeling approach and argue that this question is not relevant. We show that non-linearity can arise in two distinct models in which no explicit interaction between the two factors is assumed and that distinct chemical reaction kinetic formalisms can lead to the same (generic) dynamical system form. Moreover, we describe a novel type of bifurcation that produces a degenerate steady state that can explain the metastable state of indeterminacy prior to cell fate decision-making and is consistent with biological observations. Conclusion: The general model presented here thus offers a novel principle for linking regulatory circuits with the state of indeterminacy characteristic of multipotent (stem) cells.
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页数:9
相关论文
共 59 条
[1]   Monte Carlo simulation of a simple gene network yields new evolutionary insights [J].
Andrecut, M. ;
Cloud, D. ;
Kauffman, S. A. .
JOURNAL OF THEORETICAL BIOLOGY, 2008, 250 (03) :468-474
[2]   Mean-field model of genetic regulatory networks [J].
Andrecut, M. ;
Kauffman, S. A. .
NEW JOURNAL OF PHYSICS, 2006, 8
[3]   THE JUN PROTO-ONCOGENE IS POSITIVELY AUTOREGULATED BY ITS PRODUCT, JUN/AP-1 [J].
ANGEL, P ;
HATTORI, K ;
SMEAL, T ;
KARIN, M .
CELL, 1988, 55 (05) :875-885
[4]  
[Anonymous], 2009, ENCY COMPLEXITY SYST
[5]  
Bar-Yam Yaneer., 1997, Studies in nonlinearity
[6]   A bistable genetic switch which does not require high co-operativity at the promoter: a two-timescale model for the PU.1-GATA-1 interaction [J].
Bokes, Pavol ;
King, John R. ;
Loose, Matthew .
MATHEMATICAL MEDICINE AND BIOLOGY-A JOURNAL OF THE IMA, 2009, 26 (02) :117-132
[7]   Functional Heterogeneity of Embryonic Stem Cells Revealed through Translational Amplification of an Early Endodermal Transcript [J].
Canham, Maurice A. ;
Sharov, Alexei A. ;
Ko, Minoru S. H. ;
Brickman, Joshua M. .
PLOS BIOLOGY, 2010, 8 (05)
[8]   Transcriptome-wide noise controls lineage choice in mammalian progenitor cells [J].
Chang, Hannah H. ;
Hemberg, Martin ;
Barahona, Mauricio ;
Ingber, Donald E. ;
Huang, Sui .
NATURE, 2008, 453 (7194) :544-U10
[9]  
CHEN HM, 1995, ONCOGENE, V11, P1549
[10]   Cross-regulation of the Nanog and Cdx2 promoters [J].
Chen, Lingyi ;
Yabuuchi, Akiko ;
Eminli, Sarah ;
Takeuchi, Ayumu ;
Lu, Chi-Wei ;
Hochedlinger, Konrad ;
Daley, George Q. .
CELL RESEARCH, 2009, 19 (09) :1052-1061