In Silico Evolution of Early Metabolism

We developed a simulation tool for investigating the evolution of early metabolism, allowing us to speculate on the formation of metabolic pathways from catalyzed chemical reactions and on the development of their characteristic properties. Our model consists of a protocellular entity with a simple RNA-based genetic system and an evolving metabolism of catalytically active ribozymes that manipulate a rich underlying chemistry. Ensuring an almost open-ended and fairly realistic simulation is crucial for understanding the first steps in metabolic evolution. We show here how our simulation tool can be helpful in arguing for or against hypotheses on the evolution of metabolic pathways. We demonstrate that seemingly mutually exclusive hypotheses may well be compatible when we take into account that different processes dominate different phases in the evolution of a metabolic system. Our results suggest that forward evolution shapes metabolic network in the very early steps of evolution. In later and more complex stages, enzyme recruitment supersedes forward evolution, keeping a core set of pathways from the early phase.

[1]  U. Bornscheuer,et al.  Catalytic promiscuity in biocatalysis: using old enzymes to form new bonds and follow new pathways. , 2004, Angewandte Chemie.

[2]  D. Herschlag,et al.  Catalytic promiscuity and the evolution of new enzymatic activities. , 1999, Chemistry & biology.

[3]  G Ourisson,et al.  The terpenoid theory of the origin of cellular life: the evolution of terpenoids to cholesterol. , 1994, Chemistry & biology.

[4]  Dan S. Tawfik,et al.  Enzyme promiscuity: evolutionary and mechanistic aspects. , 2006, Current opinion in chemical biology.

[5]  Shinsaku Fujita,et al.  Description of organic reactions based on imaginary transition structures. 1. Introduction of new concepts , 1986, J. Chem. Inf. Comput. Sci..

[6]  M. Huynen,et al.  Smoothness within ruggedness: the role of neutrality in adaptation. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[7]  P. Schuster,et al.  IR-98-039 / April Continuity in Evolution : On the Nature of Transitions , 1998 .

[8]  Gerik Scheuermann,et al.  Visualization of Graph Products , 2010, IEEE Transactions on Visualization and Computer Graphics.

[9]  Peter F. Stadler,et al.  Fitness landscapes arising from the sequence-structure maps of biopolymers , 1999 .

[10]  Andreas Bender,et al.  Reaction Network Generation , 2010 .

[11]  G. Wagner,et al.  The topology of the possible: formal spaces underlying patterns of evolutionary change. , 2001, Journal of theoretical biology.

[12]  M. Yčas,et al.  On earlier states of the biochemical system. , 1974, Journal of theoretical biology.

[13]  K. Hult,et al.  Enzyme promiscuity: mechanism and applications. , 2007, Trends in biotechnology.

[14]  P. Bork,et al.  Homology among (betaalpha)(8) barrels: implications for the evolution of metabolic pathways. , 2000, Journal of molecular biology.

[15]  Shinsaku Fujita The Description of Organic Reactions , 1986 .

[16]  Peter F. Stadler,et al.  On the Evolution of Primitive Genetic Codes , 2003, Origins of life and evolution of the biosphere.

[17]  Gerik Scheuermann,et al.  Evolution of metabolic networks: a computational frame-work , 2010 .

[18]  Brian J. Smith,et al.  Structural Basis for Broad Substrate Specificity in Higher Plant β-d-Glucan Glucohydrolases Article, publication date, and citation information can be found at www.plantcell.org/cgi/doi/10.1105/tpc.010442. , 2002, The Plant Cell Online.

[19]  Schuster,et al.  Physical aspects of evolutionary optimization and adaptation. , 1989, Physical review. A, General physics.

[20]  Sebastian Bonhoeffer,et al.  The Evolution of Connectivity in Metabolic Networks , 2005, PLoS biology.

[21]  Gerik Scheuermann,et al.  Visualization of Barrier Tree Sequences , 2006, IEEE Transactions on Visualization and Computer Graphics.

[22]  P. Schuster,et al.  Chance and necessity in evolution: lessons from RNA , 1998, physics/9811037.

[23]  Dan S. Tawfik,et al.  Enzyme promiscuity: a mechanistic and evolutionary perspective. , 2010, Annual review of biochemistry.

[24]  P. Bork,et al.  Homology among (βα) 8 barrels: implications for the evolution of metabolic pathways 1 1Edited by G. Von Heijne , 2000 .

[25]  Faustino Cordón Tratado evolucionista de biología. , 1990 .

[26]  Christian M. Reidys,et al.  Combinatorial Landscapes , 2002, SIAM Rev..

[27]  G. Petsko,et al.  On the origin of enzymatic species. , 1993, Trends in biochemical sciences.

[28]  Andreas Wagner,et al.  Genotype networks in metabolic reaction spaces , 2010, BMC Systems Biology.

[29]  P. Michels,et al.  Evolution of glycolysis. , 1993, Progress in biophysics and molecular biology.

[30]  A. Warshel,et al.  Electrostatic basis for enzyme catalysis. , 2006, Chemical reviews.

[31]  Peter F. Stadler,et al.  A Graph-Based Toy Model of Chemistry , 2003, J. Chem. Inf. Comput. Sci..

[32]  Jeffrey D Orth,et al.  What is flux balance analysis? , 2010, Nature Biotechnology.

[33]  Christoph Flamm,et al.  Functional Evolution of Ribozyme-Catalyzed Metabolisms in a Graph-Based Toy-Universe , 2008, CMSB.

[34]  Juhan Kim,et al.  Three serendipitous pathways in E. coli can bypass a block in pyridoxal-5′-phosphate synthesis , 2010, Molecular systems biology.

[35]  N H Horowitz,et al.  On the Evolution of Biochemical Syntheses. , 1945, Proceedings of the National Academy of Sciences of the United States of America.

[36]  P. Bork,et al.  Metabolites: a helping hand for pathway evolution? , 2003, Trends in biochemical sciences.

[37]  Steffen Klamt,et al.  Computation of elementary modes: a unifying framework and the new binary approach , 2004, BMC Bioinformatics.

[38]  R. Jensen Enzyme recruitment in evolution of new function. , 1976, Annual review of microbiology.

[39]  P. Schuster,et al.  Algorithm independent properties of RNA secondary structure predictions , 1996, European Biophysics Journal.

[40]  P. Babbitt,et al.  Divergent evolution of enzymatic function: mechanistically diverse superfamilies and functionally distinct suprafamilies. , 2001, Annual review of biochemistry.

[41]  Marco Fondi,et al.  Origin and evolution of metabolic pathways. , 2009, Physics of life reviews.

[42]  James B. Hendrickson,et al.  Reaction indexing for reaction databases , 1990, J. Chem. Inf. Comput. Sci..

[43]  Gustavo Caetano-Anollés,et al.  The origin and evolution of modern metabolism. , 2009, The international journal of biochemistry & cell biology.

[44]  S. Copley Enzymes with extra talents: moonlighting functions and catalytic promiscuity. , 2003, Current opinion in chemical biology.

[45]  S. Granick,et al.  SPECULATIONS ON THE ORIGINS AND EVOLUTION OF PHOTOSYNTHESIS , 1957, Annals of the New York Academy of Sciences.

[46]  Ben Shneiderman,et al.  The eyes have it: a task by data type taxonomy for information visualizations , 1996, Proceedings 1996 IEEE Symposium on Visual Languages.

[47]  P. Schuster,et al.  From sequences to shapes and back: a case study in RNA secondary structures , 1994, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[48]  Patricia C. Babbitt,et al.  Quantitative Comparison of Catalytic Mechanisms and Overall Reactions in Convergently Evolved Enzymes: Implications for Classification of Enzyme Function , 2010, PLoS Comput. Biol..

[49]  Michael T. Wolfinger,et al.  BarMap: RNA folding on dynamic energy landscapes. , 2010, RNA.

[50]  Adam M. Feist,et al.  The biomass objective function. , 2010, Current opinion in microbiology.

[51]  Jean-Loup Faulon,et al.  Stochastic Generator of Chemical Structure. 3. Reaction Network Generation , 2000, J. Chem. Inf. Comput. Sci..

[52]  Rainer Herges,et al.  Coarctate transition states: the discovery of a reaction principle , 1994, J. Chem. Inf. Comput. Sci..

[53]  A. Wagner,et al.  Innovation and robustness in complex regulatory gene networks , 2007, Proceedings of the National Academy of Sciences.

[54]  Harold J. Morowitz,et al.  A theory of biochemical organization, metabolic pathways, and evolution , 1999, Complex..

[55]  Christoph Flamm,et al.  A Sequence-to-Function Map for Ribozyme-Catalyzed Metabolisms , 2009, ECAL.

[56]  Walter Fontana,et al.  Fast folding and comparison of RNA secondary structures , 1994 .

[57]  Andreas Kerren,et al.  Visual Network Analysis of Dynamic Metabolic Pathways , 2010, ISVC.

[58]  James B. Hendrickson Comprehensive System for Classification and Nomenclature of Organic Reactions. , 1997 .