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Analysis of Complex Diseases - A Mathematical Perspective (Hardcover, New)
Loot Price: R5,629
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Analysis of Complex Diseases - A Mathematical Perspective (Hardcover, New)
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A complex disease involves many etiological and risk factors
operating at multiple levels-molecular, cellular, organismal, and
environmental. The incidence of such diseases as cancer, obesity,
and diabetes are increasing in occurrence, urging us to think
fundamentally and use a broader perspective to identify their
connection and revolutionize treatments. The understanding of
biological data derived from studying diseases can be enhanced by
theories and mathematical models, which clarify the big picture and
help to reveal the overarching mechanisms that govern complex
biological phenomena. Focusing on diseases related to cellular
energy metabolism, such as cancer and diabetes, Analysis of Complex
Diseases: A Mathematical Perspective presents a holistic approach
for illuminating the molecular mechanisms of these diseases and the
evolutionary underpinning of their simultaneous epidemics. Using
mathematics to identify patterns of deviation from normality, or
the healthy state-spanning multiple levels from molecules to the
organism-the author identifies a range of dynamical behaviors that
correspond to either cellular physiology or pathology. He uses the
information from multiple levels in order to develop a unified
theory, which includes the discovery that certain diseases may stem
from well-evolved, useful mechanisms activated in the wrong
context. This book is divided into three parts. Part I focuses on
the organismal level to describe normal physiology and how the body
as a whole meets its functional requirements. Part II addresses the
subcellular, molecular level to elucidate the organizing principles
of cellular biomolecules to meet the demands of the organism. Part
III examines complex diseases by combining information from the
organismal level and the molecular level, offering a paradigm that
can be extended to the study of other categories of diseases.
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