Skip to content

Your Cart


You have 0 items in your cart.

Register Sign in Wishlist

Systems Biology
Constraint-based Reconstruction and Analysis

$85.99 (P)

  • Date Published: January 2015
  • availability: In stock
  • format: Hardback
  • isbn: 9781107038851

$ 85.99 (P)

Add to cart Add to wishlist

Other available formats:

Request examination copy

Instructors may request a copy of this title for examination

Product filter button
About the Authors
  • Recent technological advances have enabled comprehensive determination of the molecular composition of living cells. The chemical interactions between many of these molecules are known, giving rise to genome-scale reconstructed biochemical reaction networks underlying cellular functions. Mathematical descriptions of the totality of these chemical interactions lead to genome-scale models that allow the computation of physiological functions. Reflecting these recent developments, this textbook explains how such quantitative and computable genotype-phenotype relationships are built using a genome-wide basis of information about the gene portfolio of a target organism. It describes how biological knowledge is assembled to reconstruct biochemical reaction networks, the formulation of computational models of biological functions, and how these models can be used to address key biological questions and enable predictive biology. Developed through extensive classroom use, the book is designed to provide students with a solid conceptual framework and an invaluable set of modeling tools and computational approaches.

    • Reflects the very latest developments in systems biology, explaining how quantitative and computable genotype-phenotype relationships can be built using a genome-wide basis of information about the gene portfolio of a target organism
    • Developed through extensive classroom use to provide a solid conceptual framework in addition to an invaluable set of modelling tools and computational approaches
    • The accompanying website features detailed lecture slides, along with MATLAB® and Mathematica® workbooks allowing hands-on practice with the material
    Read more

    Reviews & endorsements

    "One of the defining challenges of systems biology is to determine the structures and mechanisms by which complex networks of genes, proteins and metabolites control cell processes and molecular dynamics. Bernhard Palsson is a leading pioneer in constructing and analyzing genome-scale models of such networks. Here Palsson offers students an insider's guided tour of the concepts, principles and techniques underlying this emerging field. The book is brilliantly laid out and offers professors well-structured, much-needed material for a graduate-level course in systems biology and network science."
    James J. Collins, Massachusetts Institute of Technology, Broad Institute and Wyss Institute

    "This is a real tour de force. With enormous clarity, Bernhard Palsson sets out the what, why and how of network and systems biology, and of the important role of genome-wide reconstructions - especially, to date, of metabolism - in realising it … this is a masterful survey of the field by one of its leading practitioners. The development is nicely logical … If you are interested in network biology at all, then this book is for you."
    Douglas Kell, University of Manchester

    "Systems Biology is an excellent resource for familiarizing researchers and students with the process of reconstructing genome-scale metabolic models and the types of data needed. A number of thorough studies are included that shed light on a range of queries that genome-scale models are well suited to answer. In addition to models, a number of algorithmic techniques are described for analyzing models and inferring organizational principles of metabolism or ways to re-engineer them. A great teaching and reference resource!"
    Costas Maranas, Pennsylvania State University

    "… a very important and novel contribution to the systems biology literature. The field of systems biology is still in the phase of being defined as an independent field with a clear curriculum, but Palsson gives his very clear contributions to this. His definition of the paradigm of systems biology as components, networks, computer models and physiology is clearly explained and linked to educational modules, educational values and specific prerequisites. Thus, not only is he providing a fantastic novel textbook that enables teaching about network reconstruction and analysis, but he is also clearly defining this as the core of systems biology. I am therefore confident that the very well thought through structure of this textbook, where the reader is introduced to the different layers of network reconstruction and analysis, will be widely used for teaching systems biology worldwide."
    Jens Nielsen, Chalmers University of Technology

    "Bernhard Palsson is the leading pioneer of genome-scale models in biology today, and this book provides a beautiful view into his unique and powerful brand of systems biology. What lies in these pages is a masterful synthesis of a cohesive mathematical framework for representing biological processes that ties directly to experimental biology. While centered on metabolism - the powerhouse of the cell - this book teaches approaches that can be universally applied across all biochemical processes. This book will be a tremendous resource for students and researchers alike, and will help drive applications ranging from the environment to human health."
    Nathan Price, Institute for Systems Biology

    "[This textbook] offers a truly authoritative treatment of genome-scale systems biology modelling. [It] covers all aspects of this rapidly growing field from theory to basic and applied uses, also detailing open challenges with an emphasis on the multitude of constraint-based approaches by which phenotypic behavior can be inferred from biochemical wiring diagrams. The book is generously illustrated by figures and despite its great depth and breadth, it remains readily accessible … researchers [will find it] a go-to guide for many years to come."
    Balázs Papp, Biological Research Centre, Hungarian Academy of Sciences

    See more reviews

    Customer reviews

    Not yet reviewed

    Be the first to review

    Review was not posted due to profanity


    , create a review

    (If you're not , sign out)

    Please enter the right captcha value
    Please enter a star rating.
    Your review must be a minimum of 12 words.

    How do you rate this item?


    Product details

    • Date Published: January 2015
    • format: Hardback
    • isbn: 9781107038851
    • length: 550 pages
    • dimensions: 255 x 182 x 28 mm
    • weight: 1.27kg
    • contains: 27 b/w illus. 244 colour illus. 45 tables
    • availability: In stock
  • Table of Contents

    1. Introduction
    Part I. Network Reconstruction:
    2. Network reconstruction: the concept
    3. Network reconstruction: the process
    4. Metabolism in Escherichia coli
    5. Prokaryotes
    6. Eukaryotes
    7. Biochemical reaction networks
    8. Metastructures of genomes
    Part II. Mathematical Properties of Reconstructed Networks:
    9. The stoichiometric matrix
    10. Simple topological network properties
    11. Fundamental network properties
    12. Pathways
    13. Use of pathway vectors
    14. Randomized sampling
    Part III. Determining the Phenotypic Potential of Reconstructed Networks:
    15. Dual causality
    16. Functional states
    17. Constraints
    18. Optimization
    19. Determining capabilities
    20. Equivalent states
    21. Distal causation
    Part IV. Basic and Applied Uses:
    22. Environmental parameters
    23. Genetic parameters
    24. Analysis of omic data
    25. Model driven discovery
    26. Adaptive laboratory evolution
    27. Model driven design
    Part V. Conceptual Foundations:
    28. Teaching systems biology
    29. Epilogue

  • Resources for

    Systems Biology

    Bernhard Ø. Palsson

    General Resources

    Welcome to the resources site

    Here you will find free-of-charge online materials to accompany this book. The range of materials we provide across our academic and higher education titles are an integral part of the book package whether you are a student, instructor, researcher or professional.

    Find resources associated with this title

    Type Name Unlocked * Format Size

    Showing of

    Back to top

    *This title has one or more locked files and access is given only to instructors adopting the textbook for their class. We need to enforce this strictly so that solutions are not made available to students. To gain access to locked resources you either need first to sign in or register for an account.

    These resources are provided free of charge by Cambridge University Press with permission of the author of the corresponding work, but are subject to copyright. You are permitted to view, print and download these resources for your own personal use only, provided any copyright lines on the resources are not removed or altered in any way. Any other use, including but not limited to distribution of the resources in modified form, or via electronic or other media, is strictly prohibited unless you have permission from the author of the corresponding work and provided you give appropriate acknowledgement of the source.

    If you are having problems accessing these resources please email

  • Author

    Bernhard Ø. Palsson, University of California, San Diego
    Bernhard O. Palsson is the Galletti Professor of Bioengineering and Professor of Pediatrics at the University of California, San Diego. For almost 30 years, his research has focused on the development of large-scale models of biological functions and their use to solve basic and applied problems in the life sciences. He has authored three previous textbooks.

Sign In

Please sign in to access your account


Not already registered? Create an account now. ×

Sorry, this resource is locked

Please register or sign in to request access. If you are having problems accessing these resources please email

Register Sign in
Please note that this file is password protected. You will be asked to input your password on the next screen.

» Proceed

You are now leaving the Cambridge University Press website. Your eBook purchase and download will be completed by our partner Please see the permission section of the catalogue page for details of the print & copy limits on our eBooks.

Continue ×

Continue ×

Continue ×

Find content that relates to you

This site uses cookies to improve your experience. Read more Close

Are you sure you want to delete your account?

This cannot be undone.


Thank you for your feedback which will help us improve our service.

If you requested a response, we will make sure to get back to you shortly.

Please fill in the required fields in your feedback submission.