Emergence of rules in cell society: Differentiation, hierarchy, and stability

A dynamic model for cell differentiation, where cells with internal chemical reaction dynamics interact with each other and replicate was studied. It led to spontaneous differentiation of cells and determination, as discussed in the isologous diversification. The following features of the differentiation were obtained: (1) hierarchical differentiation from a ’stem’ cell to other cell types, with the emergence of the interaction-dependent rules for differentiation; (2) global stability of an ensemble of cells consisting of several cell types, that were sustained by the emergent, autonomous control on the rate of differentiation; (3) existence of several cell colonies with different cell-type distributions. The results provide a novel viewpoint on the origin of a complex cell society, while relevance to some biological problems, especially to the hemopoietic system, is also discussed.

[1]  Arthur Hughes,et al.  Analysis of Development , 1955 .

[2]  Viktor Hamburger,et al.  Analysis of development , 1955 .

[3]  A. Novick,et al.  ENZYME INDUCTION AS AN ALL-OR-NONE PHENOMENON. , 1957, Proceedings of the National Academy of Sciences of the United States of America.

[4]  B. Goodwin Temporal organization in cells , 1963 .

[5]  T. M. Sonneborn THE DIFFERENTIATION OF CELLS , 1964 .

[6]  J. Till,et al.  A STOCHASTIC MODEL OF STEM CELL PROLIFERATION, BASED ON THE GROWTH OF SPLEEN COLONY-FORMING CELLS. , 1964, Proceedings of the National Academy of Sciences of the United States of America.

[7]  E. E. Snell,et al.  A. Rev. Biochem. , 1969 .

[8]  S. Kauffman Metabolic stability and epigenesis in randomly constructed genetic nets. , 1969, Journal of theoretical biology.

[9]  B. Hess,et al.  Oscillatory phenomena in biochemistry. , 1971, Annual review of biochemistry.

[10]  M. Eigen,et al.  The Hypercycle: A principle of natural self-organization , 2009 .

[11]  C. Gilbert,et al.  Self‐maintenance capacity of CFU‐S , 1980, Journal of cellular physiology.

[12]  B. C. Goodwin,et al.  Development and evolution. , 1982, Journal of Theoretical Biology.

[13]  Tatsutoshi Nakahata,et al.  A stochastic model of self‐renewal and commitment to differentiation of the primitive hemopoietic stem cells in culture , 1982, Journal of cellular physiology.

[14]  J. Davies,et al.  Molecular Biology of the Cell , 1983, Bristol Medico-Chirurgical Journal.

[15]  H. Arnstein The molecular biology of the cell : B. Alberts, D. Bray, J. Lewis, M. Raff, K. Roberts and J.D. Watson Garland Publishing; New York, London, 1983 xxxix + 1181 pages. $33.95 (hardback); $27.00, £14.95 (paperback, only in Europe) , 1986 .

[16]  P. Sperryn,et al.  Blood. , 1989, British journal of sports medicine.

[17]  K. Kaneko Clustering, coding, switching, hierarchical ordering, and control in a network of chaotic elements , 1990 .

[18]  A. M. Turing,et al.  The chemical basis of morphogenesis , 1952, Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences.

[19]  David H. Sharp,et al.  A connectionist model of development. , 1991, Journal of theoretical biology.

[20]  Kunihiko Kaneko,et al.  Globally coupled circle maps , 1991 .

[21]  K. Kaneko Mean field fluctuation of a network of chaotic elements: Remaining fluctuation and correlation in the large size limit , 1992 .

[22]  F A Bignone Cells-gene interactions simulation on a coupled map lattice. , 1993, Journal of theoretical biology.

[23]  M. Ogawa,et al.  Differentiation and proliferation of hematopoietic stem cells. , 1993, Blood.

[24]  K. Kaneko,et al.  Cell division, differentiation and dynamic clustering , 1993, adap-org/9311001.

[25]  R. Gordon,et al.  Appendix: dialogue on embryonic induction and differentiation waves. , 1994, International review of cytology.

[26]  R Thomas,et al.  Dynamical behaviour of biological regulatory networks--I. Biological role of feedback loops and practical use of the concept of the loop-characteristic state. , 1995, Bulletin of mathematical biology.

[27]  Kunihiko Kaneko,et al.  A Theory of Differentiation with Dynamic Clustering , 1995, ECAL.

[28]  D. Thieffry,et al.  Dynamical behaviour of biological regulatory networks—I. Biological role of feedback loops and practical use of the concept of the loop-characteristic state , 1995 .

[29]  A. Mccarthy Development , 1996, Current Opinion in Neurobiology.

[30]  J. Tyson,et al.  Chemical kinetic theory: understanding cell-cycle regulation. , 1996, Trends in biochemical sciences.

[31]  K. Kaneko,et al.  Isologous diversification: A theory of cell differentiation , 1996, Bulletin of mathematical biology.

[32]  K. Kaneko,et al.  A Theory of Di erentiation with Dynamic Clustering , 2022 .