Self-organization of a propulsive actin network as an evolutionary process

The leading edge of motile cells is propelled by polymerization of actin filaments according to a dendritic nucleation/array treadmilling mechanism. However, little attention has been given to the origin and maintenance of the dendritic array. Here we develop and test a population–kinetics model that explains the organization of actin filaments in terms of the reproduction of dendritic units. The life cycle of an actin filament consists of dendritic nucleation on another filament (birth), elongation by addition of actin subunits and, finally, termination of filament growth by capping protein (death). The regularity of branch angle between daughter and mother filaments endows filaments with heredity of their orientation. Fluctuations of branch angle that become fixed in the actin network create errors of orientation (mutations) that may be inherited. In our model, birth and death rates depend on filament orientation, which then becomes a selectable trait. Differential reproduction and elimination of filaments, or natural selection, leads to the evolution of a filament pattern with a characteristic distribution of filament orientations. We develop a procedure based on the Radon transform for quantitatively analyzing actin networks in situ and show that the experimental results are in agreement with the distribution of filament orientations predicted by our model. We conclude that the propulsive actin network can be understood as a self-organizing supramolecular ensemble shaped by the evolution of dendritic lineages through natural selection of their orientation.

[1]  R. Taylor,et al.  The Numerical Treatment of Integral Equations , 1978 .

[2]  R. Michod Darwinian Dynamics: Evolutionary Transitions in Fitness and Individuality , 1999 .

[3]  T D Pollard,et al.  The interaction of Arp2/3 complex with actin: nucleation, high affinity pointed end capping, and formation of branching networks of filaments. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[4]  Julie A. Theriot,et al.  Principles of locomotion for simple-shaped cells , 1993, Nature.

[5]  M. Kirschner,et al.  The Interaction between N-WASP and the Arp2/3 Complex Links Cdc42-Dependent Signals to Actin Assembly , 1999, Cell.

[6]  Jonathan A. Cooper,et al.  Dynamics of capping protein and actin assembly in vitro: uncapping barbed ends by polyphosphoinositides , 1996, The Journal of cell biology.

[7]  M. Kimura,et al.  An introduction to population genetics theory , 1971 .

[8]  T. Svitkina,et al.  Actin machinery: pushing the envelope. , 2000, Current opinion in cell biology.

[9]  T. Pollard,et al.  Direct observation of dendritic actin filament networks nucleated by Arp2/3 complex and WASP/Scar proteins , 2000, Nature.

[10]  G. Oster,et al.  Cell motility driven by actin polymerization. , 1996, Biophysical journal.

[11]  S. Helgason The Radon Transform , 1980 .

[12]  Martin A. Nowak,et al.  The evolution of syntactic communication , 2000, Nature.

[13]  T D Pollard,et al.  Rate constants for the reactions of ATP- and ADP-actin with the ends of actin filaments , 1986, The Journal of cell biology.

[14]  P. Cossart,et al.  Actin-based movement of Listeria monocytogenes: actin assembly results from the local maintenance of uncapped filament barbed ends at the bacterium surface , 1995, The Journal of cell biology.

[15]  G. Micula,et al.  Numerical Treatment of the Integral Equations , 1999 .

[16]  Gary G. Borisy,et al.  Arp2/3 Complex and Actin Depolymerizing Factor/Cofilin in Dendritic Organization and Treadmilling of Actin Filament Array in Lamellipodia , 1999, The Journal of cell biology.

[17]  D. L. Taylor,et al.  The actin-based nanomachine at the leading edge of migrating cells. , 1999, Biophysical journal.

[18]  T D Pollard,et al.  Molecular mechanisms controlling actin filament dynamics in nonmuscle cells. , 2000, Annual review of biophysics and biomolecular structure.

[19]  V. F. F. Leavers Shape Detection in Computer Vision Using the Hough Transform , 2011 .

[20]  Matthew D. Welch,et al.  The Wiskott–Aldrich syndrome protein directs actin-based motility by stimulating actin nucleation with the Arp2/3 complex , 1999, Current Biology.

[21]  F. Reif,et al.  Fundamentals of Statistical and Thermal Physics , 1965 .

[22]  R. A. Fisher,et al.  The Genetical Theory of Natural Selection , 1931 .

[23]  M A Nowak,et al.  Evolution of universal grammar. , 2001, Science.

[24]  The Evolutionary Process: A Critical Review of Evolutionary Theory , 1985 .

[25]  Glenn W. Rowe Theoretical Models in Biology: The Origin of Life, the Immune System, and the Brain , 1994 .

[26]  J. Small,et al.  Actin filament organization in the fish keratocyte lamellipodium , 1995, The Journal of cell biology.

[27]  R. Punnett,et al.  The Genetical Theory of Natural Selection , 1930, Nature.

[28]  W. Kabsch,et al.  Atomic model of the actin filament , 1990, Nature.

[29]  R. Weinand,et al.  Theoretical models in biology: The origin of life, the immune system, and the brain , 1995 .

[30]  Laura M. Machesky,et al.  Scar1 and the related Wiskott–Aldrich syndrome protein, WASP, regulate the actin cytoskeleton through the Arp2/3 complex , 1998, Current Biology.