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Systems biology:

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Title: Systems biology:


1
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  • Systems biology
  • a new term for an old science

2
  • A Brief History of Systems Biology
  • Basic Concepts in Systems Biology
  • Basic scientific questions or properties in
    Systems Biology
  • Basic measurement technologies and experimental
    methods in systems biology research
  • System Structures Identification
  • System Behavior or Function Analysis
  • Test system for systems biology
  • Hostpathogen systems biology
  • Future directions or open issues in systems
    biology

3
A Brief History of Systems Biology
  • Two important concepts of biology by the end of
    the 19th century
  • Reductionist complex situations can be analyzed
    by reducing them to manageable pieces, examining
    each in turn, and reassembling the whole from the
    behavior of the pieces
  • Mechanist All biological behavior was
    predetermined, forced, and identical between all
    individuals of a particular species organisms
    were thus merely complex machines.

4
  • RENE DESCARTES (1595-1650)
  • "I am thinking therefore I exist."
  • Rene Descartes was a famous French mathematician,
    scientist and philosopher. He was arguably the
    first major philosopher in the modern era to make
    a serious effort to defeat skepticism. His views
    about knowledge and certainty, as well as his
    views about the relationship between mind and
    body have been very influential over the last
    three centuries.

5
  • Jacques Loeb 18591924
  • American physiologist, b. Germany, M.D. Univ. of
    Strasbourg, 1884. He came to the United States in
    1891 and taught at Bryn Mawr, the Univ. of
    Chicago, and the Univ. of California. From 1910
    he was a member of the Rockefeller Institute (now
    Rockefeller Univ.).
  • Best known for his tropism theory and for his
    experiments in inducing parthenogenesis and
    regeneration by chemical stimulus, he also
    propounded the mechanistic philosophy that all
    ethics were the outgrowth of humanity's inherited
    tropisms. He was a founder and editor of the
    Journal of General Physiology. His works include
    The Mechanistic Conception of Life (1912),
    Artificial Parthenogenesis and Fertilization
    (1913), and The Organism as a Whole (1916).

6
A Brief History of Systems Biology
  • from Jan Smuts' holism to Ludwig von
    Bertalanffys General Systems Theory
  • Holism (from the Greek Holos, whole) is the
    theory, which makes the existence of "wholes" a
    fundamental feature of the world
  • wholes are more than the sum of their
    parts
  • the mechanical putting together of their
    parts will not produce them or account for their
    characters and behaviour

7
  • SMUTS, JAN CHRISTIAAN 18701950 South African
    statesman
  • Smuts in retirement wrote Holism and Evolution
    (1926, 3d ed. 1936), in which he developed the
    view that evolution is a sequence of ever more
    comprehensive integrations
  • wholes are the real units of nature and as a
    unity wholes are self-organizing systems and
    synergistic, thus cooperating units. For him
    every organism, every plant or animal, and every
    person is a whole that has a certain internal
    organization and measure of self direction as
    well as an individual specific character of its
    own

8
A Brief History of Systems Biology
  • from Jan Smuts' holism to Ludwig von
    Bertalanffys General Systems Theory
  • General Systems Theory
  • concepts of organization, non-summative
    wholeness, control, self-regulation,
    equifinality, and self-organization, are as valid
    in the social and behavioral sciences as they are
    in the biological. This led Von Bertalanffy to
    postulate a new discipline, its subject matter
    being the formulation and derivation of those
    principles which are valid for systems in
    general.

9
  • Ludwig von Bertalanffy (1901-1972)
  • in the 1930's Bertalanffy formulated the
    organismic system theory that later became the
    kernel of the GST
  • His starting point was to deduce the phenomena of
    life from a spontaneous grouping of system
    forces--comparable, for instance, to the system
    developmental biology nowadays. He based his
    approach on the phenomenal assumption that there
    exists a dynamical process inside the organic
    system.
  • In the next step he modelled the heuristic
    fiction of the organism as an open system
    striving towards a steady state.
  • Then he postulated two biological principles,
    namely, the maintenance of the organism in the
    non-equilibrium, and the hierarchic organization
    of a systemic structure. Finally he furnished
    this biological system theory with a research
    program that dealt with the quantitative kinetic
    of growth and metabolism

10
A Brief History of Systems Biology
  • Paradigm shift in biology from component to
    systems analysis
  • during the latter half of the 20th century
    focused on the generation of information about
    individual cellular components, their chemical
    composition, and often their biological
    functions( by reductionist approaches)

11
A Brief History of Systems Biology
  • Paradigm shift in biology from component to
    systems analysis
  • Over the past decade, the advent of
    high-throughput experimental technologies is
    forcing biologists to view cells as systems,
    rather than focusing their attention on
    individual cellular components. over the coming
    years and decades biological sciences will be
    increasingly focused on the systems properties of
    cellular and tissue functions

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  • Hiroaki Kitano(????)Ph.D Project Director. Sony
    Computer Science Laboratories
  • Standardize and develop software platforms for
    systems biology researches
  • Theorization and Demonstration of Molecular
    Reaction In Cellular System
  • Understanding Robustness of Cellular System and
    its Control Mechanism

14
  • Leroy Hood (MD PhD) is recognized as one of the
    worlds leading scientists in molecular
    biotechnology and genomics.
  • In 2000, Hood co-founded, and is currently
    President of, the Institute for Systems Biology
    in Seattle which pioneers systems approaches to
    biology and medicine.
  • His professional career began at Caltech where he
    and his colleagues pioneered four instruments,
    sequencers and synthesizers for DNA and protein.
    Hood was also one of the first advocates of, and
    a key player in, the Human Genome Project.
  • In 1992, he moved to the University of Washington
    to create the cross-disciplinary Department of
    Molecular Biotechnology as the William Gates III
    Professor of Biomedical Science. He has played a
    role in founding numerous biotechnology
    companies, including Amgen, Applied Biosystems,
    Systemix, Darwin, Rosetta and MacroGenics.

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What is Systems biology ?
  • Systems biology is a new field of biology that
    aims to develop a system-level understanding of
    biological systems. System level understanding
    requires a set of principles and methodologies
    that links the behaviors of molecules to system
    characteristics and functions.
  • Systems biology is a comprehensive quantitative
    analysis of the manner in which all the
    components of a biological system interact
    functionally over time

18
Basic Concepts in Systems Biology
  • There are three basic concepts that are crucial
    to understanding complex biological systems
  • Emergence that are not demonstrated by their
    individual parts and cannot be predicted even
    with full understanding of the parts alone

19
Basic Concepts in Systems Biology
  • There are three basic concepts that are crucial
    to understanding complex biological systems
  • Robustness Biological systems maintain
    phenotypic stability in the face of diverse
    perturbations imposed by the environment,
    stochastic events, and genetic variation

20
Basic Concepts in Systems Biology
  • There are three basic concepts that are crucial
    to understanding complex biological systems
  • Modularity a module in a network is a set of
    nodes that have strong interactions and a common
    function

21
Basic scientific questions or properties in
Systems Biology
  • System structures. These include the network of
    gene interactions and biochemical pathways, as
    well as the mechanisms by which such interactions
    modulate the physical properties of intracellular
    and multicellular structures.

22
Basic scientific questions or properties in
Systems Biology
  • System dynamics. How a system behaves over time
    under various conditions metabolic analysis,
    sensitivity analysis, dynamic analysis

23
Basic scientific questions or properties in
Systems Biology
  • System control Mechanisms that systematically
    control the state of the cell can be modulated to
    minimize malfunctions and provide potential
    therapeutic targets for treatment of disease

24
Basic scientific questions or properties in
Systems Biology
  • System design Strategies to modify and construct
    biological systems having desired properties can
    be devised based on definite design principles
    and simulations, instead of blind trial-and-error.

25
Basic measurement technologies and experimental
methods in systems biology research
  • Comprehensive Factor, Time-series, Item
  • Accurate such specific parameter values as
    binding constant, transcription rate, translation
    rate, chemical reaction rate, degradation rate,
    diffusion rate, speed of active transport, etc.
  • Systematic means that measurement is performed in
    such a way that obtained data can be consistently
    integrated

26
Basic measurement technologies and experimental
methods in systems biology research
  • High-throughput genomic and proteomic platforms
  • integration Computer science, mathematics, and
    statistics Model organisms Comparative or
    functional genomics
  • Automation and micromation

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