The Conceptual Foundations Of Systems Biology

James Marcum provides an analysis of the fundamental concepts that constitute the foundations of contemporary systems biology. These concepts include holism, emergentism, and robustness, and are compared to the concepts, reductionism, mechanism, and homeostasis, which form the foundations of molecular biology. In an introductory chapter, a brief history of systems biology is reconstructed, along with the issues surrounding the definition and methodology of systems biology, and a discussion of chaos and complexity theories and their relationship to systems biology. Also included in the chapter is a discussion of whether contemporary systems biology represents a Kuhnian paradigm shift or scientific revolution. In the next three chapters, the fundamental concepts of holism, emergentism, and robustness are examined in detail. The notion of holism is discussed first, since it is the major characteristic of systems biology. It is developed in response to the notion of reductionism, which historically is the main approach to the investigation of complex natural phenomena. The notion of emergence is explored in the next chapter and entails the process by which complex phenomena and their properties appear at higher levels of organisation. It is compared to the notion of mechanism, which molecular biologists use to explain ultimately natural phenomena. The final fundamental concept, robustness, is discussed in a following chapter and is contrasted to the notion of homeostasis. It refers to the functional capability or property of a system to maintain its integrity and performance in response to either internal or external perturbations or disturbances, which could compromise a system's stability. In a fifth chapter, cancer is used as a case study to exemplify systems biology's conceptual foundations as applied to disease. In a penultimate chapter, the challenges facing systems biology are discussed, along with the challenges facing its application to cancer biology. In a concluding chapter, the question is addressed whether systems biology is a revolutionary replacement of molecular biology for investigating and understanding biological phenomena.

"Medicine is facing several significant challenges as the twenty-first century unfolds, which represent barriers or limitations that threaten to cripple the advancement of medicine and its practice. One of the responses to these challenges is the emergence of systems medicine. And one of the more pertinent challenges is identifying and clarifying systems medicine's conceptual and theoretical foundations. The present book represents a sustained effort to examine this challenge and to map the terrain by which to engage it and to pursue possible solutions. This conceptual and theoretical challenge in particular needs to be addressed to ensure the future success of systems medicine. To that end the book explores the conceptual and theoretical foundations of systems medicine, including the major concepts of organicism, emergence, and robustness, and contrasts these concepts to those for biomedicine, including mechanism, resultant, and homeostasis. Moreover, this challenge is critical because its resolution provides the intellectual scaffolding necessary for structuring the concepts and theories required to understand and explain more adequately or completely biological, physiological, and pathological mechanisms and processes. Importantly, with a robust conceptual and theoretical scaffolding, systems medicine must be implemented interdisciplinary not only within the medical community but also within the social and political communities, which the COVID-19 pandemic made so painfully obvious"--

Systems biology is a vigorous and expanding discipline, in many ways a successor to genomics and perhaps unprecedented in its combination of biology with a great many other sciences, from physics to ecology, from mathematics to medicine, and from philosophy to chemistry. Studying the philosophical foundations of systems biology may resolve a longer standing issue, i.e., the extent to which Biology is entitled to its own scientific foundations rather than being dominated by existing philosophies. * Answers the question of what distinguishes the living from the non-living* An in-depth look to a vigorous and expanding discipline, from molecule to system* Explores the region between individual components and the system

The first comprehensive single-authored textbook on genome-scale models and the bottom-up approach to systems biology.

Driven by rapid developments in protein and DNA sequencing technologies, systems biology has become an important research paradigm. It is marked by an emphasis on integrating data on multiple scales and creating a framework for developing predictive models that are valid across the spectrum of structural hierarchies found in biological systems. This book consists of fourteen original chapters and an introduction that together provide a comprehensive introduction to the subject starting from discussions of its definition and scope and ending in detailed reviews of how the systems approach is affecting clinical research and practice. Most chapters are written to be accessible to a wide readership and contain references to the latest research. Altogether, this is a state-of-the-art description of the present and future of systems biology.

An overview of the methodologies and techniques of the emerging field of systems biology.

"Provine's thorough and thoroughly admirable examination of Wright's life and influence, which is accompanied by a very useful collection of Wright's papers on evolution, is the best we have for any recent figure in evolutionary biology."—Joe Felsenstein, Nature "In Sewall Wright and Evolutionary Biology . . . Provine has produced an intellectual biography which serves to chart in considerable detail both the life and work of one man and the history of evolutionary theory in the middle half of this century. Provine is admirably suited to his task. . . . The resulting book is clearly a labour of love which will be of great interest to those who have a mature interest in the history of evolutionary theory."-John Durant, ;ITimes Higher Education Supplement;X

Presenting the main concepts, this book leads students as well as advanced researchers from different disciplines to an understanding of current ideas in the complex field of comprehensive experimental investigation of biological objects, analysis of data, development of models, simulation, and hypothesis generation. It provides readers with guidance on how a specific complex biological question may be tackled: - How to formulate questions that can be answered - Which experiments to perform - Where to find information in databases and on the Internet - What kinds of models are appropriate - How to use simulation tools - What can be learned from the comparison of experimental data and modeling results - How to make testable predictions. The authors demonstrate how mathematical concepts can illuminate the principles underlying biology at a genetic, molecular, cellular and even organism level, and how to use mathematical tools for analysis and prediction.

A brilliant young scientist introduces us to the fascinating field that is changing our understanding of how the body works and the way we can approach healing. SYSTEMATIC is the first book to introduce general readers to systems biology, which is improving medical treatments and our understanding of living things. In traditional bottom-up biology, a biologist might spend years studying how a single protein works, but systems biology studies how networks of those proteins work together--how they promote health and how to remedy the situation when the system isn't functioning properly. Breakthroughs in systems biology became possible only when powerful computer technology enabled researchers to process massive amounts of data to study complete systems, and has led to progress in the study of gene regulation and inheritance, cancer drugs personalized to an individual's genetically unique tumor, insights into how the brain works, and the discovery that the bacteria and other microbes that live in the gut may drive malnutrition and obesity. Systems biology is allowing us to understand more complex phenomena than ever before. In accessible prose, SYSTEMATIC sheds light not only on how systems within the body work, but also on how research is yielding new kinds of remedies that enhance and harness the body's own defenses.