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Numerical Pde Analysis Of The Blood Brain Barrier: Method Of Lines In R (Hardcover)
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Numerical Pde Analysis Of The Blood Brain Barrier: Method Of Lines In R (Hardcover)
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The remarkable functionality of the brain is made possible by the
metabolism (chemical reaction) of oxygen (O2) and nutrients in the
brain. These metabolism components are supplied to the brain by an
intricate blood circulatory system (vasculature). The blood brain
barrier (BBB), which is the central topic of this book, determines
the rate of transfer from the blood to the brain tissue.In
particular, mathematical models are developed for mass transfer
across the BBB based on partial differential equations (PDEs)
applied to the blood capillaries, the endothelial membrane, and the
brain tissue. The PDEs derived from mass balances and computer
routines in R are presented for the numerical (computer-based)
solution of the PDEs. The computed concentration profiles of the
transferred components are functions of time and space within the
BBB system, i.e., spatiotemporal solutions.The R routines and the
associated numerical algorithms for computing the numerical
solutions are discussed in detail. The discussion is introductory,
without formal mathematics, e.g., theorems and proofs. The general
methodology (algorithm) for numerical PDE solutions is the method
of lines (MOL).The models are used to study the transfer of oxygen
and nutrients, harmful substances that should not enter the brain
such as chemicals and pathogens (viruses, bacteria), and
therapeutic drugs. The intent of the book is to provide a
quantitative approach to the study of BBB dynamics using a
computer-based methodology programmed in R, a quality open-source
scientific programming system that is easily downloaded from the
Internet for execution on modest computers.
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