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ODE/PDE Analysis of Multiple Myeloma - Programming in R (Paperback)
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ODE/PDE Analysis of Multiple Myeloma - Programming in R (Paperback)
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Multiple myeloma is a form of bone cancer. Specifically, it is a
cancer of the plasma cells found in bone marrow (bone soft tissue).
Normal plasma cells are an important part of the immune system.
Mathematical models for multiple myeloma based on ordinary and
partial differential equations (ODE/PDEs) are presented in this
book, starting with a basic ODE model in Chapter 1, and concluding
with a detailed ODE/PDE model in Chapter 4 that gives the
spatiotemporal distribution of four dependent variable components
in the bone marrow and peripheral blood: (1) protein produced by
multiple myeloma cells, termed the M protein, (2) cytotoxic T
lymphocytes (CTLs), (3) natural killer (NK) cells, and (4)
regulatory T cells (Tregs). The computer-based implementation of
the example models is presented through routines coded (programmed)
in R, a quality, open-source scientific computing system that is
readily available from the Internet. Formal mathematics is
minimized, e.g., no theorems and proofs. Rather, the presentation
is through detailed examples that the reader/researcher/analyst can
execute on modest computers using the R routines that are available
through a download. The PDE analysis is based on the method of
lines (MOL), an established general algorithm for PDEs, implemented
with finite differences.
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