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Chaos in Biological Systems PDF

319 Pages·1987·11.548 MB·English
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Chaos in Biological Systems NATO ASI Series Advanced Science Institutes Series A series presenting the results of activities sponsored by the NATO Science Committee, which aims at the dissemination of advanced scientific and technological knowledge, with a view to strengthening links between scientific communities. The series is published by an international board of publishers in conjunction with the NATO Scientific Affairs Division A Life Sciences Plenum Publishing Corporation B Physics New York and London C Mathematical D. Reidel Publishing Company and Physical Sciences Dordrecht, Boston, and Lancaster D Behavioral and Social Sciences Martinus Nijhoff Publishers E Engineering and The Hague, Boston, Dordrecht, and Lancaster Materials Sciences F Computer and Systems Sciences Springer-Verlag G Ecological Sciences Berlin, Heidelberg, New York, London, H Cell Biology Paris, and Tokyo Recent Volumes in this Series Volume 132-Biomechanics of Cell Division edited by Nuri Akkas Volume 133-Membrane Receptors, Dynamics, and Energetics edited by K. W. A. Wirtz Volume 134-Piant Vacuoles: Their Importance in Solute Compartmentation in Cells and Their Applications in Plant Biotechnology edited by B. Marin Volume 135-Signal Transduction and Protein Phosphorylation edited by L. M. G. Heilmeyer Volume 136-The Molecular Basis of Viral Replication edited by R. Perez Bercoff Volume 137-DNA-Ligand Interactions: From Drugs to Proteins edited by Wilhelm Guschlbauer and Wolfram Saenger Volume 138-Chaos in Biological Systems edited by H. Degn, A. V. Holden, and L. F. Olsen Series A: Life Sciences Chaos in Biological Systems Edited by H. Degn Odense University Odense, Denmark A. V. Holden The University of Leeds Leeds, United Kingdom and L. F. Olsen Odense University Odense, Denmark Springer Science+Business Media, LLC Proceedings of a NATO Advanced Research Workshop on Chaos in Biological Systems, held December 8-12, 1986, at Dyffryn House, Cardiff, Wales Library of Congress Cataloging in Publication Data NATO Advanced Research Workshop on Chaos in Biological Systems (1986: Cardiff, South Glamorgan) Chaos in biological systems. (NATO ASI series. Series A, Life sciences; vol. 138) "Proceedings of a NATO Advanced Research Workshop on Chaos in Biological Systems, held December 8-12, 1986, at Dyffryn House, Cardiff, Wales"-T.p. verso. "Published in cooperation with NATO Scientific Affairs Division." Includes bibliographies and index. 1. Chaotic behavior in systems-Congresses. 2. Physiology-Congresses. I. Degn, Hans. II. Holden, Arun V., 1947- . Ill. Olsen, L. F. (Lars F.) IV. North Atlantic Treaty Organization. Scientific Affairs Division. V. Title. VI. Series: NATO ASI series. Series A, Life sciences; v. 138. [DNLM: 1. Biochemistry congresses. QU 34 N279c 1986] QP33.6.C48N38 1986 574 87-7203 ISBN 978-1-4757-9633-9 ISBN 978-1-4757-9631-5 (eBook) 00110.1007/978-1-4757-9631-5 © 1987 Springer Science+Business Media New York Originally published by Plenum Press, New York in 1987 Softcover reprint of the hardcover 1st edition 1987 All rights reserved No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, microfilming; recording, or otherwise, without written permission from the Publisher PREFACE In recent years experimental and numerical studies have shown that chaos is a widespread phenomenon throughout the biological hierarchy ranging from simple enzyme reactions to ecosystems. Although a coherent picture of the fundamental mechanisms responsible for chaotic dynamics has started to appear it is not yet clear what the implications of such dynamics are for biological systems in general. In some systems it appears that chaotic dynamics are associated with a pathological condi tion. In other systems the pathological condition has regular periodic dynamics whilst the normal non-pathological condition has chaotic dyna mics. Since chaotic behaviour is so ubiquitous in nature and since the phenomenon raises some fundamental questions about its implications for biology it seemed timely to organize an interdisciplinary meeting at which leading scientists could meet to exchange ideas, to evaluate the current state of the field and to stipulate the guidelines along which future research should be directed. The present volume contains the contributions to the NATO Advanced Research Workshop on "Chaos in Biological Systems" held at Dyffryn House, St. Nicholas, Cardiff, U.K., December 8-12, 1986. At this meeting 38 researchers with highly different backgrounds met to present their latest results through lectures and posters and to discuss the applica tions of non-linear techniques to problems of common interest.. In spite of their involvement in the study of chaotic dynamics for several years many of the participants met here for the first time. As organizers we feel that the outcome lived up to our expectations, and we should like to thank all participants for the enthusiasm they carried with them and for contributing to this volume. We also acknowledge the staff at Dyffryn House and at the Microbiology Department, University College, Cardiff for their help in the organization. Special thanks to Mrs. Nia Pagett for her assistance before, during and after the meeting and Mrs. Lynn Buckley and Mrs. Jackie Hill, Leeds University for typing the manuscripts. Finally, we thank the NATO Scientific Affairs Division, Brussels and the Commission of the European Communities, Directorate-General for Science Research and Development, Brussels for financial support of the meeting. Without the joint support from both parties this meeting could not have been held. March 1987 Hans Degn Arun V. Holden David Lloyd Lars F. Olsen v CONTENTS Chaos in Physiology: Health or Disease? A.L. Goldberger and B.J. West Patterns of Activity in a Reduced Ionic Model of a Cell from the Rabbit Sinoatrial Node ...•..........................•• 5 M.R. Guevara, A.C.G. van Ginneken and H.J. Jongsma Oscillatory Plant Transpiration: Problem of a Mathematically Correct Mode 1 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . • . . . . . . . . . • • 13 I. Gumowski Bifurcations in a Model of the Platelet Regulatory System 19 J. Belair Chaos in a System of Interacting Nephrons .....................•• 23 K.S. Jensen, N.~H. Holstein-Rathlou, P.P. Leyssec, E. Mosekilde and D.R. Rasmussen Polypeptide Hormones and Receptors: Participants in and Products of a Two-parameter, Dissipative, Measure Preserving, Smooth Dynamical System in Hydrophobic Ma.ss Energy ••••••••••••••••••••••••••••••••••••••••••••••• 33 A.J. Handell Interplay Between Two Periodic Enzyme Reactions as a Source for Complex Oscillatory Behaviour ........................•• 49 0. Decroly Dynamics of Controlled Metabolic Network and Cellular Behaviour 59 S. Sinha and R. Ramaswamy Periodic Forcing of a Biochemical System with Multiple Modes of Oscillatory Behaviour ................................•• 67 F. Moran and A. Goldbeter Periodic Behaviour and Chaos in the Mechanism of Intercellular Communication Governing Aggregation of Dictyostelium Amoebae 79 A. Goldbeter and J.L. Martiel Turbulent Morphogenesis of a Prototype Reaction-Diffusion System . . . . . • . . . . . . . . • • . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . • • 91 J. Parisi, B. Rohricht, J. Peinke and O.E. Rossler vii Periodic Solutions and Global Bifurcations for Nerve Impulse Equations • • • • • • • • • • • • • • • • • • • • • • • • • . • • • • • • • • • • • • • • 97 M. Rosirio L.M.S. Alvares-Ribeiro Homoclinic and Periodic Solutions of Nerve Impulse Equations •••••• 105 I.S. Labouriau High Sensitivity Chaotic Behaviour in Sinusoidally Driven Hodgkin-Huxley Equations •••••••••••••.•••••••••••••••••••• 113 P. Arrigo, L. Marconi, G. Morgavi, S. Ridella, C. Rolando and F. Scalia Forced Oscillations and Routes to Chaos in the Hodgkin-Huxley Axons and Squid Giant Axons •••••••••••••••••••••••• , • • • • • • 121 K. Aihara and G. Matsumoto Quantification of Chaos from Periodically 'Forced Squid Axons . . . . . . . • . . • • . • • . . . . . . . . . • . • . • . . . . . • . . . . . . . . . . . • . 133 R.M. Everson Chaos, Phase Locking and Bifurcation in Normal Squid Axons 143 G. Matsumoto, N. Takahashi andY. Hanyu Chaos in Molluscan Neuron ••••••••••••••••••••••••••••• , • • • • • • • • • • 157 H. Hayashi and S. Ishizuka Pancreatic B-Cell Electrical Activity: Chaotic and Irregular Bursting Pattern • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • 167 P. Lebrun Multiple Oscillatory States and Chaos in the Endogenous Activity of Excitable Cells: Pancreatic B-Cell as an Example ••••••••••••••••••••••••••••••.•••.••••••• , • • • • • 173 T.R. Chay and H.S. Kang Bifurcations in the Rose-Hindmarch and the Chay Model 183 C. Kaas-Petersen Dendritic Branching Patterns 191 A.K. Schierwagen Chaos and Neural Networks 195 •••••••••••••••••••••••••••• Ill ••••••••••• E. Labos Data Requirements for Reliable Estimation of Correla~ion DimensiotlS .......•..........•.....•........ , , , , ..... 207 111 ..... , A.M. Albano, A.I. Mees, G.C. de Guzman and P.E. Rapp Chaotic Dynamics in Biological Information Processing: A Heuristic Outline •••••••••••••••••••••••••• , • • • • • • • • • • • • 221 J.S. Nicholis Chaos in Ecology and Epidemiology 233 e I I e I I • e I e I I I I I II I II II I I I II I ' I ' • ' II II W.M. Schaffer Low Dimensional Storage Attractors in Epidemics of Childhood Diseases in Copenhagen, Denmark ••••.•••••••••••••••••••••• 249 L.F. Olsen viii Periodicity and Chaos in Biological Systems: New Tools for the Study of Attractors •••.•..•.••.••..••..•..••..•.••.• 255 J. Demongeot, C. Jacob and P. Cinquin Populations Under Periodically and Randomly Varying Growth Conditions • • • • • • • • • • • • • • • • • • • • • • • . • • • • • • • • . . . • . . • • . • • . • • 267 M. Markus, B. Hess, J. RBssler and M. Kiwi Bi-fractal Basin Boundaries in Invertible Systems 279 O.E. Rossler, C. Kahlert and J.L. Hudson Homoclinic Bifurcations in Ordinary Differential Equations 285 P. Glendinning Characterization of Order and Disorder in Spatial Patterns 295 M. Markus, S.C. MUller, T. Plesser and B. Hess Fractals, Intermittency and Morphogenesis 305 B.J. West Temperature Stability of Davydov Solitons ••••••••••.••••••••.• 315 L. Cruzeiro, P.L. Christiansen, J. Halding, 0. Skovgaard and A.C. Scott Index 321 T~ P~V ~AAa laVT~S potpav PET~XE~, voOs 6~ ~crT~V ~~&~pov xaL auToxpaT€s xat PEPE~MTa~ ou6&vt xpnpaT~, , pn.. ya' p q' > &~ ~aUTOO ~v, aAAd TEW~ ~P~PE~MTO 3AAw~, PETECXEV 4v andvTWV XPnPaTWV, &G ~P~PE~MTO T&w~· ~v navT~ y&p xa%apuhaTOV, xal. yvwpnv YE l&p't laVTOS nacrav Ccrx&l.. xa·l.. Gcrxd&l.. pEyL.crTov· xat ocra y& <jlux~v EXEI.. xa't T.h PE~t;w xat T~ ~Aacrcrw, ndvTwv vous xpaT&t. xa't Tns n&pl..xwpncr ~os Tns crupnacrns vous ~xpaTncr&v, wcrT& n&pl..xwpncra~ T~v apxnv. xd~ lpWTOV alo TOU crp~xpoO np~aTO IEP~XWPEtv, ~~\ 6.£ IAEOV IEPI..XWPEC, xa"i. IEP~xwpncr&l.. ~II.. 1A€ov. xa\. 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