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Karl Sigmunds Birthday Peter Schuster Institut fr Theoretische Chemie, Universitt Wien, Austria and The Santa Fe Institute, Santa Fe, New Mexico, USA Symposium in Honor of Karl Sigmund Wien, 29. - 30.10.2015 Web-Page for further


  1. Karl Sigmund‘s Birthday Peter Schuster Institut für Theoretische Chemie, Universität Wien, Austria and The Santa Fe Institute, Santa Fe, New Mexico, USA Symposium in Honor of Karl Sigmund Wien, 29. - 30.10.2015

  2. Web-Page for further information: http://www.tbi.univie.ac.at/~pks

  3. 70 Happ ppy ad d mul ulto tos birt bi rthd hday anno nnos Karl Ka l Sig igmun und

  4. Café Stadlmann, Währingerstraße 26, 1090 Wien

  5. The interior of Café Stadlmann in the 1930th

  6. Café Stadlmann before it was closed for ever

  7. Modeling Cooperation From Molecules to Man Peter Schuster Institut für Theoretische Chemie, Universität Wien, Austria and The Santa Fe Institute, Santa Fe, New Mexico, USA Symposium in Honor of Karl Sigmund Wien, 29.10.2015

  8. Web-Page for further information: http://www.tbi.univie.ac.at/~pks

  9. 1. Hypercycles – 1975 2. Hypercycles – 40 years later 3. How important is recycling? 4. RNA replication without protein enzymes 5. Thoughts on major transitions

  10. 1. Hypercycles – 1975 2. Hypercycles – 40 years later 3. How important is recycling? 4. RNA replication without protein enzymes 5. Thoughts on major transitions

  11. p ...... mutation rate per site and replication DNA replication and mutation

  12. RNA or DNA replication dynamics is now fully resolved in chemical kinetic terms but highly complicated and involving thousands of elementary steps. Albert Einstein (?): „Things should be made as simple as possible but not simpler!“

  13. first order autocatalysis second order autocatalysis X i …… template X i … template, X j … catalyst rich dynamics including oscillations. multiple stationary states, and simple, „linear“ dynamics deterministic chaos competition and selection competition and cooperation

  14. The catalytic hypercycle a model for cooperation

  15. eigenvalues and eigenvectors qualitative analysis of hypercycle dynamics

  16. n = 3: eigenvalues  2,3 = ( -1  i  3) / 2

  17. n = 4: eigenvalues  2-4 = ( i , -1 , -i )

  18. n = 5: eigenvalues  2-5 = (   5 - 1  (5  5)/2))/4

  19. hypercycle in the flow reactor

  20. flow reactor: n = 4

  21. flow reactor: n = 5

  22. 1. Hypercycles – 1975 2. Hypercycles – 40 years later 3. How important is recycling? 4. RNA replication without protein enzymes 5. Thoughts on major transitions

  23. thermodynamic equilibrium deterministic and stochastic chemical reaction A  B

  24. ,

  25. thermodynamic equilibrium deterministic and stochastic chemical reaction A + X  2 X

  26. autocatalysis in the flow reactor

  27. hypercycle in the flow reactor

  28. Competition between the absorbing and the quasi-stationary state

  29. flow reactor: n = 4

  30. flow reactor: n = 4

  31. flow reactor: n = 5

  32. 1. Hypercycles – 1975 2. Hypercycles – 40 years later 3. How important is recycling? 4. RNA replication without protein enzymes 5. Thoughts on major transitions

  33. Replicator equations in different environments

  34. serial transfer flow reactor open systems for studying evolution in vitro I

  35. open systems for studying evolution in vitro II

  36. „Los Alamos bug“ recycling open systems for studying evolution in vitro

  37. A + X  2 X ; X  D Shneior Lifson, 1914 - 2001 A + X  2 X ; X  D ; D  A  recycling Shneior Lifson and recycling in origin of life models

  38. identical solution curves in growing and stationary systems dynamics in growing system

  39. 1. Hypercycles – 1975 2. Hypercycles – 40 years later 3. How important is recycling? 4. RNA replication without protein enzymes 5. Thoughts on major transitions

  40. Science 2009, 323:1229 - 1232

  41. An example of two ribozymes growing exponentially by cross-catalysis. T.A. Lincoln, G.F. Joyce. 2009. Self-sustained replication of an RNA enzyme. Science 323:1229-1232

  42. An example of two ribozymes growing exponentially by cross-catalysis. T.A. Lincoln, G.F. Joyce. 2009. Self-sustained replication of an RNA enzyme. Science 323:1229-1232

  43. Nature 2012, 491:72 - 77

  44. 1. Hypercycles – 1975 2. Hypercycles – 40 years later 3. How important is recycling? 4. RNA replication without protein enzymes 5. Thoughts on major transitions

  45. Scarcity drives optimization in Darwin‘s sense Abundance is required for innovation and major transitions Complexity 1996, 2(1):22 - 30

  46. A model for the genome duplication in yeast 100 million years ago Manolis Kellis, Bruce W. Birren, and Eric S. Lander. Proof and evolutionary analysis of ancient genome duplication in the yeast Saccharomyces cerevisiae . Nature 428 : 617-624, 2004

  47. Thank you for your attention!

  48. Web-Page for further information: http://www.tbi.univie.ac.at/~pks

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