Skin Stem Cell Hypotheses and Long Term Clone Survival – Explored Using Agent-based Modelling

Epithelial renewal in skin is achieved by the constant turnover and differentiation of keratinocytes. Three popular hypotheses have been proposed to explain basal keratinocyte regeneration and epidermal homeostasis: 1) asymmetric division (stem-transit amplifying cell); 2) populational asymmetry (progenitor cell with stochastic fate); and 3) populational asymmetry with stem cells. In this study, we investigated lineage dynamics using these hypotheses with a 3D agent-based model of the epidermis. The model simulated the growth and maintenance of the epidermis over three years. The offspring of each proliferative cell was traced. While all lineages were preserved in asymmetric division, the vast majority were lost when assuming populational asymmetry. The third hypothesis provided the most reliable mechanism for self-renewal by preserving genetic heterogeneity in quiescent stem cells, and also inherent mechanisms for skin ageing and the accumulation of genetic mutation.

[1]  K. König,et al.  Keratinocyte morphology of human skin evaluated by in vivo multiphoton laser tomography , 2011, Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging.

[2]  P. Schroeder,et al.  Role of mitochondria in photoaging of human skin: the defective powerhouse model. , 2009, The journal of investigative dermatology. Symposium proceedings.

[3]  F. Watt,et al.  Signaling via beta1 integrins and mitogen-activated protein kinase determines human epidermal stem cell fate in vitro. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[4]  Ingo Röder,et al.  Stem Cell Proliferation and Quiescence—Two Sides of the Same Coin , 2009, PLoS Comput. Biol..

[5]  Fiona M. Watt,et al.  Epithelial stem cells, wound healing and cancer , 2012, Nature Reviews Cancer.

[6]  H Schindler,et al.  Cadherin interaction probed by atomic force microscopy. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[7]  J. Davidson,et al.  Delayed wound healing in aged rats is associated with increased collagen gel remodeling and contraction by skin fibroblasts, not with differences in apoptotic or myofibroblast cell populations , 2001, Wound repair and regeneration : official publication of the Wound Healing Society [and] the European Tissue Repair Society.

[8]  Gernot Schaller,et al.  A modelling approach towards epidermal homoeostasis control. , 2007, Journal of theoretical biology.

[9]  Vittorio Cristini,et al.  Multiscale cancer modeling. , 2010, Annual review of biomedical engineering.

[10]  Sylvain Brohée,et al.  Distinct contribution of stem and progenitor cells to epidermal maintenance , 2012, Nature.

[11]  Mike Holcombe,et al.  Development of a Three Dimensional Multiscale Computational Model of the Human Epidermis , 2010, PloS one.

[12]  A. Ishida-Yamamoto,et al.  Order and disorder in corneocyte adhesion , 2011, The Journal of dermatology.

[13]  Sheila MacNeil,et al.  Progress and opportunities for tissue-engineered skin , 2007, Nature.

[14]  Benjamin D. Simons,et al.  Defining the mode of tumour growth by clonal analysis , 2012, Nature.

[15]  U. Paulus,et al.  Clonality and life cycles of intestinal crypts explained by a state dependent stochastic model of epithelial stem cell organization. , 1997, Journal of Theoretical Biology.

[16]  Niels Grabe,et al.  Simulating psoriasis by altering transit amplifying cells , 2007, Bioinform..

[17]  R. Gilbertson,et al.  Cancer: Resolving the stem-cell debate , 2012, Nature.

[18]  G. Clermont,et al.  Mathematical models of the acute inflammatory response , 2004, Current opinion in critical care.

[19]  K. S. Burrowes,et al.  Multi-scale computational models of the airways to unravel the pathophysiological mechanisms in asthma and chronic obstructive pulmonary disease (AirPROM) , 2013, Interface Focus.

[20]  A. Henney,et al.  The virtual liver: a multidisciplinary, multilevel challenge for systems biology , 2012, Wiley interdisciplinary reviews. Systems biology and medicine.

[21]  C. Blanpain,et al.  Identification of the cell lineage at the origin of basal cell carcinoma , 2010, Nature Cell Biology.

[22]  E. Fuchs,et al.  Epidermal homeostasis: a balancing act of stem cells in the skin , 2009, Nature Reviews Molecular Cell Biology.

[23]  William A. Thomas,et al.  Force measurements in E-cadherin–mediated cell doublets reveal rapid adhesion strengthened by actin cytoskeleton remodeling through Rac and Cdc42 , 2004, The Journal of cell biology.

[24]  C. Potten THE EPIDERMAL PROLIFERATIVE UNIT: THE POSSIBLE ROLE OF THE CENTRAL BASAL CELL , 1974, Cell and tissue kinetics.

[25]  Benjamin D. Simons,et al.  A single type of progenitor cell maintains normal epidermis , 2007, Nature.

[26]  S. J. Chapman,et al.  Lipids, proteins and corneocyte adhesion , 2004, Archives of Dermatological Research.

[27]  Mark Burkitt,et al.  Modelling sperm behaviour in a 3D environment , 2011, CMSB.

[28]  S. MacNeil,et al.  In situ image analysis of interactions between normal human keratinocytes and fibroblasts cultured in three-dimensional fibrin gels. , 2006, Biomaterials.

[29]  Paulien Hogeweg,et al.  Moving Forward Moving Backward: Directional Sorting of Chemotactic Cells due to Size and Adhesion Differences , 2006, PLoS Comput. Biol..

[30]  J. Southgate,et al.  Anti-social cells: predicting the influence of E-cadherin loss on the growth of epithelial cell populations. , 2010, Journal of theoretical biology.

[31]  S. J. Chapman,et al.  Desmosomes, corneosomes and desquamation. An ultrastructural study of adult pig epidermis , 2004, Archives of Dermatological Research.

[32]  F. Watt,et al.  Role of integrins in regulating epidermal adhesion, growth and differentiation , 2002, The EMBO journal.

[33]  T. Masunaga,et al.  Bidimensional analysis of desmoglein 1 distribution on the outermost corneocytes provides the structural and functional information of the stratum corneum. , 2010, Journal of dermatological science.

[34]  S. MacNeil,et al.  Transglutaminase inhibitors induce hyperproliferation and parakeratosis in tissue‐engineered skin , 2007, The British journal of dermatology.

[35]  F. O'Brien,et al.  Heterogeneous linear elastic trabecular bone modelling using micro-CT attenuation data and experimentally measured heterogeneous tissue properties. , 2008, Journal of biomechanics.

[36]  Amy Li,et al.  Location and phenotype of human adult keratinocyte stem cells of the skin. , 2004, Differentiation; research in biological diversity.

[37]  A. Dalley,et al.  A simple in vitro model for investigating epithelial/mesenchymal interactions: keratinocyte inhibition of fibroblast proliferation and fibronectin synthesis , 2005, Wound repair and regeneration : official publication of the Wound Healing Society [and] the European Tissue Repair Society.

[38]  Mike Holcombe,et al.  Exploring Hypotheses of the Actions of TGF-β1 in Epidermal Wound Healing Using a 3D Computational Multiscale Model of the Human Epidermis , 2009, PloS one.

[39]  S. Mac Neil,et al.  Development of autologous human dermal–epidermal composites based on sterilized human allodermis for clinical use , 1999, The British journal of dermatology.

[40]  F. Watt,et al.  Sic transit gloria: farewell to the epidermal transit amplifying cell? , 2007, Cell stem cell.

[41]  A. Anderson,et al.  A hybrid mathematical model of solid tumour invasion: the importance of cell adhesion. , 2005, Mathematical medicine and biology : a journal of the IMA.

[42]  Eirikur Palsson,et al.  A 3-D model used to explore how cell adhesion and stiffness affect cell sorting and movement in multicellular systems. , 2008, Journal of theoretical biology.

[43]  L. Taichman,et al.  Organization of stem cells and their progeny in human epidermis. , 2005, The Journal of investigative dermatology.

[44]  Ronald A. DePinho,et al.  How stem cells age and why this makes us grow old , 2007, Nature Reviews Molecular Cell Biology.

[45]  C. Potten,et al.  Heterogeneity and cell cycle analyses from time-lapse studies of human keratinocytes in vitro. , 1988, Journal of cell science.

[46]  J. Leyden Clinical features of ageing skin , 1990, The British journal of dermatology.

[47]  D. Skerrow,et al.  Changes to desmosomal antigens and lectin-binding sites during differentiation in normal human epidermis: a quantitative ultrastructural study. , 1989, Journal of cell science.

[48]  Phil McMinn,et al.  An integrated systems biology approach to understanding the rules of keratinocyte colony formation , 2007, Journal of The Royal Society Interface.

[49]  P. C. Pinto,et al.  Influence of the time of occlusion on the quantitative parameters obtained by modelling trans-epidermal water loss curves to describe the human cutaneous barrier functionin vivo , 2006, Medical and Biological Engineering and Computing.

[50]  Gary R. Mirams,et al.  An integrative computational model for intestinal tissue renewal , 2009, Cell proliferation.

[51]  J. Jensen,et al.  Effects of xerosis and ageing on epidermal proliferation and differentiation , 1997, The British journal of dermatology.

[52]  P. Kaur,et al.  The interfollicular epidermal stem cell saga: sensationalism versus reality check , 2011, Experimental dermatology.

[53]  S. MacNeil,et al.  The effect of induced biphasic pulsed currents on re‐epithelialization of a novel wound healing model , 2007, Bioelectromagnetics.

[54]  H. Maibach,et al.  Water diffusion characteristics of human stratum corneum at different anatomical sites in vivo. , 1998, The Journal of investigative dermatology.

[55]  Peter Wriggers,et al.  Computational Contact Mechanics , 2002 .

[56]  Phil McMinn,et al.  Agent Based Modelling Helps in Understanding the Rules by Which Fibroblasts Support Keratinocyte Colony Formation , 2008, PloS one.

[57]  M. S. Steinberg,et al.  The differential adhesion hypothesis: a direct evaluation. , 2005, Developmental biology.

[58]  Dirk Drasdo,et al.  Individual-based and continuum models of growing cell populations: a comparison , 2009, Journal of mathematical biology.

[59]  P. Hogeweg,et al.  Evolving mechanisms of morphogenesis: on the interplay between differential adhesion and cell differentiation. , 2000, Journal of theoretical biology.