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Complex Systems Biology: Universal Statistics, Biological Plasticity, and Evolution
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We intend to understand life as a `complex system', by unveiling
universal features underlying all biological systems. For this purpose,
we take a constructive approach, by setting up a simple system both
experimentally and theoretically, and answer general questions on a
biological system. After surveying this standpoint, I discuss some of
recent studies along this line, both in theory and experiment.
First, I discuss universal statistical laws of chemical abundances in a
cell that sustains recursive production. From theoretical studies of
simple protocell models, discovered are a power law law in average gene
expression and log-normal distribution of the abundances of each
chemical. Experimental verification of these laws is also presented.
Second, to discuss relevance of this phenotypic fluctuations to
evolution, we extend fluctuation-dissipation theorem in physics, to obtain
universal relationship between phenotypic and genetic fluctuations.
Proportionality between evolution speed and
phenotypic fluctuation is derived, as is demonstrated experimentally.
The next problem we address concerns with search for some chemicals
that suppress the above fluctuations. Taking a simple reaction network
model, we show that molecules minority in number are preserved well
by suppressing the fluctuations. These molecules control the behavior
of a cell relatively strongly, and start to play the role of genetic
information. Origin of heredity and evolvability are discussed,
based on this minority controlled state.
Last, if time is allowed, I will briefly explain how differentiation
of cells and robust development are a natiral consequence of
coupled dynamical systems.
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