The Theory of Facilitated Variation
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Beyond Darwin: Evolvability and the Generation of Novelty Marc Kirschner
Kirschner M BMC Biology 2013, 11:110 http://www.biomedcentral.com/1741-7007/11/110 INTERVIEW Open Access Beyond Darwin: evolvability and the generation of novelty Marc Kirschner Marc Kirschner graduated in biochemistry from North- western University, moving to Berkeley for his doctoral research and with positions at Berkeley, Oxford Univer- sity and Princeton before he took a professorship at Uni- versity of California San Francisco where with Andrew Murray he did seminal research on the control of the cell cycle in Xenopus egg extracts that led to the discov- ery of how cyclin drives the cell cycle, and with Tim Mitchison on the dynamic instability of microtubules. In 1993 he moved to Harvard where in 2003 he became the founding Chair of the HMS Department of Systems Biology and was named the John Franklin Enders Uni- versity Professor in 2009. The two books he wrote with John Gerhart, Cells, Embryos and Evolution (Blackwell, 1997) and The Plausibility of Life: Resolving Darwin’sDi- lemma (Yale University Press, 2005), reflect his deep and longstanding interest in how biological systems evolve. Here he gives his view of the evolution of evolvability and its profound importance for understanding and ap- plying biology. What is evolvability - how would you define it? Marc Kirschner In some sort of tautological way evolvability is simply the capacity of a system to evolve. But more than that, in a Darwinian sense it speaks to both the amount of effectively what I mean is that if you make random variation that is subject to selection, and the nature of changes in mechanical systems they inevitably either that variation. -
Toward an Extended Evolutionary Synthesis 10-13 July 2008
18th Altenberg Workshop in Theoretical Biology 2008 Toward an Extended Evolutionary Synthesis 10-13 July 2008 organized by Massimo Pigliucci and Gerd B. Müller Konrad Lorenz Institute for Evolution and Cognition Research Altenberg, Austria The topic More than 60 years have passed since the conceptual integration of several strands of evolutionary theory into what has come to be called the Modern Synthesis. Despite major advances since, in all methodological and disciplinary domains of biology, the Modern Synthesis framework has remained surprisingly static and is still regarded as the standard theoretical paradigm of evolutionary biology. But for some time now there have been calls for an expansion of the Synthesis framework through the integration of more recent achievements in evolutionary theory. The challenge for the present workshop is clear: How do we make sense, conceptually, of the astounding advances in biology since the 1940s, when the Modern Synthesis was taking shape? Not only have we witnessed the molecular revolution, from the discovery of the structure of DNA to the genomic era, we are also grappling with the increasing feeling – as reflected, for example, by the proliferation of “-omics” (proteomics, metabolomics, “interactomics,” and even “phenomics”) – that we just don't have the theoretical and analytical tools necessary to make sense of the bewildering diversity and complexity of living organisms. By contrast, in organismal biology, a number of new approaches have opened up new theoretical horizons, with new possibilities -
On the Interaction of Function, Constraint and Complexity in Evolutionary Systems
UNIVERSITY OF SOUTHAMPTON FACULTY OF PHYSICAL SCIENCES AND ENGINEERING ELECTRONICS AND COMPUTER SCIENCE Volume 1 of 1 On The Interaction Of Function, Constraint And Complexity In Evolutionary Systems by Adam Paul Davies Thesis for the degree of Doctor of Philosophy April 2014 UNIVERSITY OF SOUTHAMPTON ABSTRACT FACULTY OF PHYSICAL SCIENCES AND ENGINEERING Electronics and Computer Science Doctor of Philosophy ON THE INTERACTION OF FUNCTION, CONSTRAINT AND COMPLEXITY IN EVOLUTIONARY SYSTEMS by Adam Paul Davies Biological evolution contains a general trend of increasing complexity of the most complex organisms. But artificial evolution experiments based on the mechanisms described in the current theory generally fail to reproduce this trend; instead, they commonly show systematic trends of complexity minimisation. In this dissertation we seek evolutionary mechanisms that can explain these apparently conflicting observations. To achieve this we use a reverse engineering approach by building computational simulations of evolution. One highlighted problem is that even if complexity is beneficial, evolutionary simulations struggle with apparent roadblocks that prevent them from scaling to complexity. Another is that even without roadblocks, it is not clear what drives evolution to become more complex at all. With respect to the former, a key roadblock is how to evolve ‘irreducibly complex’ or ‘non- decomposable’ functions. Evidence from biological evolution suggests a common way to achieve this is by combining existing functions – termed ‘tinkering’ or ‘building block evolution’. But in simulation this approach generally fails to scale across multiple levels of organisation in a recursive manner. We provide a model that identifies the problem hindering recursive evolution as increasing ‘burden’ in the form of ‘internal selection’ as joined functions become more complex. -
The Drosophila MCPH1-B Isoform Is a Substrate of the APC E3 Ubiquitin Ligase Complex
ß 2014. Published by The Company of Biologists Ltd | Biology Open (2014) 3, 669–676 doi:10.1242/bio.20148318 RESEARCH ARTICLE The Drosophila MCPH1-B isoform is a substrate of the APCCdh1 E3 ubiquitin ligase complex Sarah G. Hainline`, Jamie L. Rickmyre`,*, Leif R. Neitzel, Laura A. Lee§ and Ethan Lee§ ABSTRACT and two primary co-activators, Cdc20 and Cdh1 (Kulkarni et al., 2013). Destruction of APC substrates is required in eukaryotes for The Anaphase-Promoting Complex (APC) is a multi-subunit E3 the initiation of anaphase and exit from mitosis. Cdc20 associates ubiquitin ligase that coordinates progression through the cell cycle by with the APC in early mitosis, leading to the destruction of temporally and spatially promoting the degradation of key proteins. proteins that control the onset of anaphase, whereas Cdh1 Many of these targeted proteins have been shown to play important promotes degradation of APC substrates that control late mitosis roles in regulating orderly progression through the cell cycle. Using and the following G1 phase. These co-activators provide APC a previously described Drosophila in vitro expression cloning substrate specificity by facilitating the recognition of specific approach, we screened for new substrates of the APC in Xenopus destruction motifs (e.g. degrons) such as the D-box (RxxLxxxxN) egg extract and identified Drosophila MCPH1 (dMCPH1), a protein or KEN box (Lys–Glu–Asn) (King et al., 1996; Min and Lindon, encoded by the homolog of a causative gene for autosomal recessive 2012; Pfleger and Kirschner, 2000). Mutations of these motifs primary microcephaly in humans. The dMCPH1-B splice form, but not block the recognition of the protein by the APC, preventing their the dMCPH1-C splice form, undergoes robust degradation in APC-mediated destruction. -
Emanuele Serrelli Nathalie Gontier Editors Explanation, Interpretation
Interdisciplinary Evolution Research 2 Emanuele Serrelli Nathalie Gontier Editors Macroevolution Explanation, Interpretation and Evidence Interdisciplinary Evolution Research Volume 2 Series editors Nathalie Gontier, Lisbon, Portugal Olga Pombo, Lisbon, Portugal [email protected] About the Series The time when only biologists studied evolution has long since passed. Accepting evolution requires us to come to terms with the fact that everything that exists must be the outcome of evolutionary processes. Today, a wide variety of academic disciplines are therefore confronted with evolutionary problems, ranging from physics and medicine, to linguistics, anthropology and sociology. Solving evolutionary problems also necessitates an inter- and transdisciplinary approach, which is why the Modern Synthesis is currently extended to include drift theory, symbiogenesis, lateral gene transfer, hybridization, epigenetics and punctuated equilibria theory. The series Interdisciplinary Evolution Research aims to provide a scholarly platform for the growing demand to examine specific evolutionary problems from the perspectives of multiple disciplines. It does not adhere to one specific academic field, one specific school of thought, or one specific evolutionary theory. Rather, books in the series thematically analyze how a variety of evolutionary fields and evolutionary theories provide insights into specific, well-defined evolutionary problems of life and the socio-cultural domain. Editors-in-chief of the series are Nathalie Gontier and Olga Pombo. The -
Getting to Evo-Devo: Concepts and Challenges for Students Learning Evolutionary Developmental Biology Anna Hiatt
Bryn Mawr College Scholarship, Research, and Creative Work at Bryn Mawr College Biology Faculty Research and Scholarship Biology 2013 Getting to Evo-Devo: Concepts and Challenges for Students Learning Evolutionary Developmental Biology Anna Hiatt Gregory K. Davis Bryn Mawr College, [email protected] Caleb Trujillo Mark Terry Donald P. French See next page for additional authors Let us know how access to this document benefits ouy . Follow this and additional works at: http://repository.brynmawr.edu/bio_pubs Part of the Biology Commons Custom Citation Hiatt A, Davis GK, Trujillo C, Terry M, French DP, Price RM and Perez KE . "Getting to evo-devo: concepts and challenges for students learning evolutionary developmental biology". CBE-Life Sciences Education 12 (2013): 494-508. This paper is posted at Scholarship, Research, and Creative Work at Bryn Mawr College. http://repository.brynmawr.edu/bio_pubs/10 For more information, please contact [email protected]. Authors Anna Hiatt, Gregory K. Davis, Caleb Trujillo, Mark Terry, Donald P. French, Rebecca M. Price, and Kathryn E. Perez This article is available at Scholarship, Research, and Creative Work at Bryn Mawr College: http://repository.brynmawr.edu/ bio_pubs/10 CBE—Life Sciences Education Vol. 12, 494–508, Fall 2013 Article Getting to Evo-Devo: Concepts and Challenges for Students Learning Evolutionary Developmental Biology Anna Hiatt,*† Gregory K. Davis,‡ Caleb Trujillo,§ Mark Terry, Donald P. French,* Rebecca M. Price,¶ and Kathryn E. Perez** *Department of Zoology, Oklahoma -
Deptbiochemistry00ruttrich.Pdf
'Berkeley University o'f California Regional Oral History Office UCSF Oral History Program The Bancroft Library Department of the History of Health Sciences University of California, Berkeley University of California, San Francisco The UCSF Oral History Program and The Program in the History of the Biological Sciences and Biotechnology William J. Rutter, Ph.D. THE DEPARTMENT OF BIOCHEMISTRY AND THE MOLECULAR APPROACH TO BIOMEDICINE AT THE UNIVERSITY OF CALIFORNIA, SAN FRANCISCO VOLUME I With an Introduction by Lloyd H. Smith, Jr., M.D. Interviews by Sally Smith Hughes, Ph.D. in 1992 Copyright O 1998 by the Regents of the University of California Since 1954 the Regional Oral History Office has been interviewing leading participants in or well-placed witnesses to major events in the development of Northern California, the West, and the Nation. Oral history is a method of collecting historical information through tape-recorded interviews between a narrator with firsthand knowledge of historically significant events and a well- informed interviewer, with the goal of preserving substantive additions to the historical record. The tape recording is transcribed, lightly edited for continuity and clarity, and reviewed by the interviewee. The corrected manuscript is indexed, bound with photographs and illustrative materials, and placed in The Bancroft Library at the University of California, Berkeley, and in other research collections for scholarly use. Because it is primary material, oral history is not intended to present the final, verified, or complete narrative of events. It is a spoken account, offered by the interviewee in response to questioning, and as such it is reflective, partisan, deeply involved, and irreplaceable. -
Evolution—The Extended Synthesis
EVOLUTION—THE EXTENDED SYNTHESIS edited by Massimo Pigliucci and Gerd B. Müller The MIT Press Cambridge, Massachusetts London, England © 2010 Massachusetts Institute of Technology All rights reserved. No part of this book may be reproduced in any form by any electronic or mechanical means (including photocopying, recording, or information storage and retrieval) without permission in writing from the publisher. MIT Press books may be purchased at special quantity discounts for business or sales promotional use. For information, please email [email protected] or write to Special Sales Department, The MIT Press, 55 Hayward Street, Cambridge, MA 02142. This book was set in Times Roman by Toppan Best-set Premedia Limited. Printed and bound in the United States of America. Library of Congress Cataloging-in-Publication Data Evolution—the extended synthesis / edited by Massimo Pigliucci and Gerd B. Müller. p. cm. Includes bibliographical references and index. ISBN 978-0-262-51367-8 (pbk. : alk. paper) 1. Evolution (Biology) 2. Evolutionary genetics. 3. Developmental biology. I. Pigliucci, Massimo, 1964– II. Müller, Gerd B. QH366.2.E8627 2010 576.8—dc22 2009024587 10 9 8 7 6 5 4 3 2 1 Index Abir-Am, Pnina, 445 Average effects, 87 Abstract gene model, 102 Avital, E., 165 Accommodation, 298, 324, 366. See also Phenotypic and genetic Badyaev, A. V., 365 accommodation Baldwin effect, 219, 257–258, 366, 367, Activator-inhibitor systems, 290 371 Adams, Paul, 220 Baldwin, James Marc, 219, 366, 367, 371 Adaptation, 163–164, 425–427 Bat wings, 268 Adaptation and Natural Selection Beaks, fi nch, 271 (Williams), 84, 88 Behavioral inheritance, 187 Adaptive cell behaviors, 268 Benkemoun, L., 153–154 Adaptive landscapes/adaptive Biodiversity, areas for future research on topographies. -
Facilitated Variation: How Evolution Learns from Past Environments to Generalize to New Environments
Facilitated Variation: How Evolution Learns from Past Environments To Generalize to New Environments Merav Parter., Nadav Kashtan., Uri Alon* Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel Abstract One of the striking features of evolution is the appearance of novel structures in organisms. Recently, Kirschner and Gerhart have integrated discoveries in evolution, genetics, and developmental biology to form a theory of facilitated variation (FV). The key observation is that organisms are designed such that random genetic changes are channeled in phenotypic directions that are potentially useful. An open question is how FV spontaneously emerges during evolution. Here, we address this by means of computer simulations of two well-studied model systems, logic circuits and RNA secondary structure. We find that evolution of FV is enhanced in environments that change from time to time in a systematic way: the varying environments are made of the same set of subgoals but in different combinations. We find that organisms that evolve under such varying goals not only remember their history but also generalize to future environments, exhibiting high adaptability to novel goals. Rapid adaptation is seen to goals composed of the same subgoals in novel combinations, and to goals where one of the subgoals was never seen in the history of the organism. The mechanisms for such enhanced generation of novelty (generalization) are analyzed, as is the way that organisms store information in their genomes about their past environments. Elements of facilitated variation theory, such as weak regulatory linkage, modularity, and reduced pleiotropy of mutations, evolve spontaneously under these conditions. -
Life's Irreducible Structure—Part 2: Naturalistic Objections
Papers Life’s irreducible structure—Part 2: naturalistic objections Alex Williams In Part I of this article, I showed that autopoiesis (self-making) provides a compelling case for the intelligent design of life because all aspects of life lie beyond the reach of naturalistic explanation. Here in Part II the argument from autopoiesis is tested against commonly cited naturalistic objections to intelligent design. It comes through soundly intact, even strengthened because the opponents of design agree on the facts. They disagree on the historical inferences, but only intelligent design meets the criterion of an acceptable historical inference according to the Law of Cause and Effect. Naturalistic explanations of biological origins in the face of universally contradictory evidence depend upon faulty reasoning such as: (i) exclusion by definition and ridicule, (ii) assuming what must be proved, (iii) misinterpreting the scientific evidence, (iv) assigning unrealistic properties to the environment, and (v) misusing the concept of chance. In Polanyi’s terms, now is a very reasonable time to declare the impossibility of a naturalistic origin of life and accept that it was intelligently designed. In Part I of this article,1 I argued as follows: Note that this principle is not objective knowledge—we (i) Autopoiesis (self-making) is universal and therefore cannot visit all of time and space to verify it, so it is just a essential to life, so it is required at the beginning for convenient but necessary philosophical assumption. Most life to exist and is thus not the end product of some long people do not realize that this principle underlies all of naturalistic process. -
Better Living Through Evolution the Science of Novelty and Complexity in Life Forms by Daniel L
Browser-final 10/12/05 9:50 AM Page 22 formations, with insightful illustrations quirky and rambling, but somehow al- and particle/wave dualities. To get ready for provided for assistance. Those who stick ways intriguing. that day, aspiring theoretical physicists are with it are rewarded with a realistic peek How seriously should we take all this encouraged to buy a copy, for there’s much at physicists at play, seeing how they can talk of vibrating strings and parallel uni- inspiration to be found here. absorb a new concept and fashion poten- verses? Hypotheses in high-energy physics tial solutions to long-held mysteries. rise and fall on the Internet these days, Journalist and author Marcia Bartusiak is a visit- Warped Passages is more challenging than sometimes in a matter of hours. But I can ing professor in the Graduate Program in Science most popular science works, but highly imagine getting comfortable with branes Writing at the Massachusetts Institute of Technol- accessible to the physics-minded because and higher dimensions, as some of us are al- ogy. Her latest books are Einstein’s Unfinished of Randall’s lucid explanations. It’s ready accustomed to black holes, relativity, Symphony and Archives of the Universe. Better Living through Evolution The science of novelty and complexity in life forms by daniel l. hartl rançois jacob, one of the pio- are the sequences of neers in molecular biology, was in- such macromolecules terviewed a few years ago for an ed- similar, they are more ucational video now used in similar among more Harvard’s new undergraduate bi- closely related organ- Fology curriculum (Life Sciences 1b: “Ge- isms. -
Interpretation: Hemichordates May Have No “Notochord”
iBioSeminars: Marc Kirschner, March 2008 The Origin of Vertebrates, Part 3 Part 3. How did the Chordate get its chord (notochord)? Marc Kirschner Dept. of Systems Biology Harvard Medical School Boston Massachusetts The Spemann experiment and the vertebrate specific development What about the notochord? Interpretation: Hemichordates • The crux of Bateson’s argument that hemichordates were essentially chordates. may have no “notochord”. • Virtually every marker of the vertebrate notochord is present in the hemichordate (chordin, noggin, admp, brachyury, hedgehog….) • Small problem, they are not in the hemichordate stromachord. The American Society for Cell Biology 1 iBioSeminars: Marc Kirschner, March 2008 The Origin of Vertebrates, Part 3 But does it have a Spemann Organizer? Though the organizer gives rise to the notochord in vertebrates, it is in fact also a complex signaling center. The hemichordate expresses genes of the chordate prechordal endo-mesoderm (otx, dmbx, ttf2, hex, gsc…), and at the appropriate A/P map position. ttf2/foxE2 dmbx Interpretation: as a signaling center, the hemichordate has an organizer otx The vertebrate organizer is a tripartite structure of signaling centers The American Society for Cell Biology 2 iBioSeminars: Marc Kirschner, March 2008 The Origin of Vertebrates, Part 3 But these organizer signaling centers are initially dispersed in hemichordates The vertebrate organizer is a composit of three distinct signaling centers in hemichordates • The vertebrate organizer is complex, since it conflates dorsal/ventral