Shape-dependent control of cell growth, differentiation, and apoptosis: switching between attractors in cell regulatory networks.

Development of characteristic tissue patterns requires that individual cells be switched locally between different phenotypes or "fates;" while one cell may proliferate, its neighbors may differentiate or die. Recent studies have revealed that local switching between these different gene programs is controlled through interplay between soluble growth factors, insoluble extracellular matrix molecules, and mechanical forces which produce cell shape distortion. Although the precise molecular basis remains unknown, shape-dependent control of cell growth and function appears to be mediated by tension-dependent changes in the actin cytoskeleton. However, the question remains: how can a generalized physical stimulus, such as cell distortion, activate the same set of genes and signaling proteins that are triggered by molecules which bind to specific cell surface receptors. In this article, we use computer simulations based on dynamic Boolean networks to show that the different cell fates that a particular cell can exhibit may represent a preprogrammed set of common end programs or "attractors" which self-organize within the cell's regulatory networks. In this type of dynamic network model of information processing, generalized stimuli (e.g., mechanical forces) and specific molecular cues elicit signals which follow different trajectories, but eventually converge onto one of a small set of common end programs (growth, quiescence, differentiation, apoptosis, etc.). In other words, if cells use this type of information processing system, then control of cell function would involve selection of preexisting (latent) behavioral modes of the cell, rather than instruction by specific binding molecules. Importantly, the results of the computer simulation closely mimic experimental data obtained with living endothelial cells. The major implication of this finding is that current methods used for analysis of cell function that rely on characterization of linear signaling pathways or clusters of genes with common activity profiles may overlook the most critical features of cellular information processing which normally determine how signal specificity is established and maintained in living cells.

[1]  V. Freedman,et al.  Tumorigenicity of virus-transformed cells in nude mice is correlated specifically with anchorage independent growth in vitro. , 1975, Proceedings of the National Academy of Sciences of the United States of America.

[2]  J. Folkman,et al.  Role of cell shape in growth control , 1978, Nature.

[3]  D E Ingber,et al.  Role of basal lamina in neoplastic disorganization of tissue architecture. , 1981, Proceedings of the National Academy of Sciences of the United States of America.

[4]  D. Dexter,et al.  Polar solvents: a novel class of antineoplastic agents. , 1984, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[5]  J. Campisi,et al.  Kinetics of G1 transit following brief starvation for serum factors. , 1984, Experimental cell research.

[6]  M J Bissell,et al.  Influence of a reconstituted basement membrane and its components on casein gene expression and secretion in mouse mammary epithelial cells. , 1987, Proceedings of the National Academy of Sciences of the United States of America.

[7]  S. Farmer,et al.  Cell adhesion induces expression of growth-associated genes in suspension-arrested fibroblasts. , 1988, Proceedings of the National Academy of Sciences of the United States of America.

[8]  A. Ben-Ze'ev,et al.  Cell-cell and cell-matrix interactions differentially regulate the expression of hepatic and cytoskeletal genes in primary cultures of rat hepatocytes. , 1988, Proceedings of the National Academy of Sciences of the United States of America.

[9]  The Strategy of Growth , 1990 .

[10]  F. Grinnell,et al.  Stress relaxation of contracted collagen gels: disruption of actin filament bundles, release of cell surface fibronectin, and down-regulation of DNA and protein synthesis. , 1991, Experimental cell research.

[11]  M. Raff,et al.  Social controls on cell survival and cell death , 1992, Nature.

[12]  P. Cohen,et al.  Sustained activation of the mitogen-activated protein (MAP) kinase cascade may be required for differentiation of PC12 cells. Comparison of the effects of nerve growth factor and epidermal growth factor. , 1992, The Biochemical journal.

[13]  R Langer,et al.  Switching from differentiation to growth in hepatocytes: Control by extracellular matrix , 1992, Journal of cellular physiology.

[14]  M. Chao Growth factor signaling: Where is the specificity? , 1992, Cell.

[15]  John Calvin Reed,et al.  Bcl-2 blocks apoptosis in cells lacking mitochondrial DNA , 1993, Nature.

[16]  R. Messing Ethanol as an enhancer of neural differentiation. , 1993, Alcohol and alcoholism (Oxford, Oxfordshire). Supplement.

[17]  W. Kaelin,et al.  Deregulated transcription factor E2F-1 expression leads to S-phase entry and p53-mediated apoptosis. , 1994, Proceedings of the National Academy of Sciences of the United States of America.

[18]  R. Singer,et al.  Single mRNAs visualized by ultrastructural in situ hybridization are principally localized at actin filament intersections in fibroblasts , 1994, The Journal of cell biology.

[19]  Daniel I. C. Wang,et al.  Engineering cell shape and function. , 1994, Science.

[20]  C. Guillouf,et al.  Induction of p21 (WAF-1/CIP1) during differentiation. , 1994, Oncogene.

[21]  C. Marshall,et al.  Activation of MAP kinase kinase is necessary and sufficient for PC12 differentiation and for transformation of NIH 3T3 cells , 1994, Cell.

[22]  P. Quinn,et al.  Dimethyl sulphoxide: A review of its applications in cell biology , 1994, Bioscience reports.

[23]  L. Wolpert Do we understand development? , 1994, Science.

[24]  John Calvin Reed,et al.  R-Ras promotes apoptosis caused by growth factor deprivation via a Bcl- 2 suppressible mechanism , 1995, The Journal of cell biology.

[25]  A. Ashworth,et al.  An essential role for Rho, Rac, and Cdc42 GTPases in cell cycle progression through G1 , 1995, Science.

[26]  R. Assoian,et al.  Integrin-dependent activation of MAP kinase: a link to shape-dependent cell proliferation. , 1995, Molecular biology of the cell.

[27]  S. Elledge,et al.  p53-independent expression of p21Cip1 in muscle and other terminally differentiating cells , 1995, Science.

[28]  Y. Yazaki,et al.  Matrix/Integrin Interaction Activates the Mitogen-activated Protein Kinase, p44 and p42(*) , 1995, The Journal of Biological Chemistry.

[29]  Z. Su,et al.  The melanoma differentiation-associated gene mda-6, which encodes the cyclin-dependent kinase inhibitor p21, is differentially expressed during growth, differentiation and progression in human melanoma cells. , 1995, Oncogene.

[30]  Michael E. Greenberg,et al.  Opposing Effects of ERK and JNK-p38 MAP Kinases on Apoptosis , 1995, Science.

[31]  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 .

[32]  C. Marshall,et al.  Control of the ERK MAP kinase cascade by Ras and Raf. , 1996, Cancer surveys.

[33]  L. Hoffman,et al.  Ethanol exposure stimulates cartilage differentiation by embryonic limb mesenchyme cells. , 1996, Experimental cell research.

[34]  David Baltimore,et al.  An Essential Role for NF-κB in Preventing TNF-α-Induced Cell Death , 1996, Science.

[35]  C. O'keefe,et al.  Isolation and characterization of p19INK4d, a p16-related inhibitor specific to CDK6 and CDK4. , 1996, Molecular biology of the cell.

[36]  R. M. Böhmer,et al.  Cytoskeletal integrity is required throughout the mitogen stimulation phase of the cell cycle and mediates the anchorage-dependent expression of cyclin D1. , 1996, Molecular biology of the cell.

[37]  N. Sonenberg,et al.  Translation initiation of ornithine decarboxylase and nucleocytoplasmic transport of cyclin D1 mRNA are increased in cells overexpressing eukaryotic initiation factor 4E. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[38]  Roland Somogyi,et al.  Modeling the complexity of genetic networks: Understanding multigenic and pleiotropic regulation , 1996, Complex..

[39]  J. Pouysségur,et al.  Cyclin D1 Expression Is Regulated Positively by the p42/p44MAPK and Negatively by the p38/HOGMAPK Pathway* , 1996, The Journal of Biological Chemistry.

[40]  James M. Roberts,et al.  Adhesion-dependent cell cycle progression linked to the expression of cyclin D1, activation of cyclin E-cdk2, and phosphorylation of the retinoblastoma protein , 1996, The Journal of cell biology.

[41]  T. Jacks,et al.  Loss of Rb activates both p53‐dependent and independent cell death pathways in the developing mouse nervous system. , 1996, The EMBO journal.

[42]  M. Schwartz,et al.  Transformation by Rho exchange factor oncogenes is mediated by activation of an integrin‐dependent pathway. , 1996, The EMBO journal.

[43]  K. Burridge,et al.  Rho-stimulated contractility drives the formation of stress fibers and focal adhesions , 1996, The Journal of cell biology.

[44]  D. Baltimore,et al.  An essential role for NF-kappaB in preventing TNF-alpha-induced cell death. , 1996, Science.

[45]  M. Pascual Understanding nonlinear dynamics , 1996 .

[46]  L. Zon,et al.  Requirement for ceramide-initiated SAPK/JNK signalling in stress-induced apoptosis , 1996, Nature.

[47]  R. Juliano,et al.  Cell Anchorage Permits Efficient Signal Transduction Between Ras and Its Downstream Kinases* , 1997, The Journal of Biological Chemistry.

[48]  G. Evan,et al.  Suppression of c-Myc-induced apoptosis by Ras signalling through PI(3)K and PKB , 1997, Nature.

[49]  E Ruoslahti,et al.  Integrins and anoikis. , 1997, Current opinion in cell biology.

[50]  S. Lipton Janus faces of NF-κB: Neurodestruction versus neuroprotection , 1997, Nature Medicine.

[51]  M. Schwartz Integrins, Oncogenes, and Anchorage Independence , 1997, The Journal of cell biology.

[52]  M. Day,et al.  Cell Anchorage Regulates Apoptosis through the Retinoblastoma Tumor Suppressor/E2F Pathway* , 1997, The Journal of Biological Chemistry.

[53]  H. Perlman,et al.  Cell cycle exit upon myogenic differentiation. , 1997, Current opinion in genetics & development.

[54]  R. Assoian,et al.  Cell anchorage and the cytoskeleton as partners in growth factor dependent cell cycle progression. , 1997, Current opinion in cell biology.

[55]  S. Lowe,et al.  Oncogenic ras Provokes Premature Cell Senescence Associated with Accumulation of p53 and p16INK4a , 1997, Cell.

[56]  C. Leslie,et al.  The mitogen-activated protein kinase pathway can mediate growth inhibition and proliferation in smooth muscle cells. Dependence on the availability of downstream targets. , 1997, The Journal of clinical investigation.

[57]  C. Hahn,et al.  Inactivation of the small GTPase Rho disrupts cellular attachment and induces adhesion-dependent and adhesion-independent apoptosis , 1997, Oncogene.

[58]  A. Brunet,et al.  Mammalian MAP kinase modules: how to transduce specific signals. , 1997, Essays in biochemistry.

[59]  C. S. Chen,et al.  Geometric control of cell life and death. , 1997, Science.

[60]  Richard C. Strohman,et al.  The coming Kuhnian revolution in biology , 1997, Nature Biotechnology.

[61]  A. Strasser,et al.  Expression of a bcl-2 transgene reduces proliferation and slows turnover of developing B lymphocytes in vivo. , 1997, Journal of immunology.

[62]  C. Y. Wang,et al.  Requirement of NF-kappaB activation to suppress p53-independent apoptosis induced by oncogenic Ras. , 1997, Science.

[63]  Ning Wang,et al.  Extracellular matrix and pulmonary hypertension: control of vascular smooth muscle cell contractility. , 1998, American journal of physiology. Heart and circulatory physiology.

[64]  C. Marshall,et al.  Signals from Ras and Rho GTPases interact to regulate expression of p21Waf1/Cip1 , 1998, Nature.

[65]  C. S. Chen,et al.  Control of cyclin D1, p27(Kip1), and cell cycle progression in human capillary endothelial cells by cell shape and cytoskeletal tension. , 1998, Molecular biology of the cell.

[66]  P. Baeuerle Pro-inflammatory signaling: last pieces in the NF-kappaB puzzle? , 1998, Current biology : CB.

[67]  P. Baeuerle Pro-inflammatory signaling: Last pieces in the NF-κB puzzle? , 1998, Current Biology.

[68]  Temple F. Smith,et al.  Comparison of the complete protein sets of worm and yeast: orthology and divergence. , 1998, Science.

[69]  G. Evan,et al.  A matter of life and cell death. , 1998, Science.

[70]  L. Peso,et al.  Rho-regulated signals induce apoptosis in vitro and in vivo by a p53-independent, but Bcl2 dependent pathway , 1998, Oncogene.

[71]  Donald E. Ingber,et al.  Integrin binding and mechanical tension induce movement of mRNA and ribosomes to focal adhesions , 1998, Nature.

[72]  D. S. Coffey Self-organization, complexity and chaos: The new biology for medicine , 1998, Nature Medicine.

[73]  M. Bissell,et al.  Extracellular matrix signaling: integration of form and function in normal and malignant cells. , 1998, Current opinion in cell biology.

[74]  M. Roussel,et al.  Assembly of cyclin D-dependent kinase and titration of p27Kip1 regulated by mitogen-activated protein kinase kinase (MEK1). , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[75]  W. Sha Regulation of Immune Responses by NF-κB/Rel Transcription Factors , 1998, The Journal of experimental medicine.

[76]  M. Eisen,et al.  Gene expression informatics —it's all in your mine , 1999, Nature Genetics.

[77]  Sui Huang Gene expression profiling, genetic networks, and cellular states: an integrating concept for tumorigenesis and drug discovery , 1999, Journal of Molecular Medicine.

[78]  R L Juliano,et al.  Cell adhesion molecules, signal transduction and cell growth. , 1999, Current opinion in cell biology.

[79]  A. Manning,et al.  NF-κB as a primary regulator of the stress response , 1999, Oncogene.

[80]  R. Morrison,et al.  Insights into the transcriptional control of adipocyte differentiation , 1999, Journal of cellular biochemistry.

[81]  Donald E. Ingber,et al.  The structural and mechanical complexity of cell-growth control , 1999, Nature Cell Biology.

[82]  T. Hofmann,et al.  Inhibition of tyrosine phosphatases induces apoptosis independent from the CD95 system , 1999, Cell Death and Differentiation.

[83]  Andrius Kazlauskas,et al.  Diverse Signaling Pathways Activated by Growth Factor Receptors Induce Broadly Overlapping, Rather Than Independent, Sets of Genes , 1999, Cell.

[84]  Milan Mrksich,et al.  Geometric control of switching between growth, apoptosis, and differentiation during angiogenesis using micropatterned substrates , 1999, In Vitro Cellular & Developmental Biology - Animal.

[85]  F. Marumo,et al.  Regulation of cyclin D1 expression and cell cycle progression by mitogen-activated protein kinase cascade. , 1999, Kidney international.

[86]  P. Maher,et al.  p38 Mitogen-activated Protein Kinase Activation Is Required for Fibroblast Growth Factor-2-stimulated Cell Proliferation but Not Differentiation* , 1999, The Journal of Biological Chemistry.

[87]  Chris Albanese,et al.  NF-κB Controls Cell Growth and Differentiation through Transcriptional Regulation of Cyclin D1 , 1999, Molecular and Cellular Biology.

[88]  C. Streuli,et al.  Extracellular matrix remodelling and cellular differentiation. , 1999, Current opinion in cell biology.

[89]  A. Manning,et al.  NF-kappaB as a primary regulator of the stress response. , 1999, Oncogene.

[90]  C. Damsky,et al.  Matrix survival signaling: from fibronectin via focal adhesion kinase to c-Jun NH(2)-terminal kinase. , 2000 .

[91]  J. Harbour,et al.  Rb function in cell-cycle regulation and apoptosis , 2000, Nature Cell Biology.

[92]  F. Ramaekers,et al.  Molecular switches that govern the balance between proliferation and apoptosis. , 2000, Progress in cell cycle research.

[93]  A. Stern,et al.  MAPK‐dependent expression of p21WAF and p27kip1 in PMA‐induced differentiation of HL60 cells , 2000, FEBS letters.

[94]  S. Narumiya,et al.  Pharmacological properties of Y-27632, a specific inhibitor of rho-associated kinases. , 2000, Molecular pharmacology.

[95]  E. Lander,et al.  Expression analysis with oligonucleotide microarrays reveals that MYC regulates genes involved in growth, cell cycle, signaling, and adhesion. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[96]  A. Strasser,et al.  Apoptosis and cell division. , 2000, Current opinion in cell biology.

[97]  D. Eizirik,et al.  Activation of extracellular signal-regulated kinase (ERK)1/2 contributes to cytokine-induced apoptosis in purified rat pancreatic beta-cells. , 2000, European cytokine network.

[98]  Albert-László Barabási,et al.  Error and attack tolerance of complex networks , 2000, Nature.

[99]  Stuart A. Kauffman,et al.  ORIGINS OF ORDER , 2019, Origins of Order.