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Covering theoretical methods and computational techniques in
biomolecular research, this book focuses on approaches for the
treatment of macromolecules, including proteins, nucleic acids, and
bilayer membranes. It uses concepts in free energy calculations,
conformational analysis, reaction rates, and transition pathways to
calculate and interpret biomolecular properties gleaned from
computer-generated membrane simulations. It also demonstrates
comparative protein structure modeling, outlines computer-aided
drug design, discusses Bayesian statistics in molecular and
structural biology, and examines the RISM-SCF/MCSCF approach to
chemical processes in solution.
This textbook originated from the course 'Simulation, Modeling, and
Computations in Biophysics' that I have taught at the University of
Chicago since 2011. The students typically came from a wide range
of backgrounds, including biology, physics, chemistry,
biochemistry, and mathematics, and the course was intentionally
adapted for senior undergraduate students and graduate students.
This is not a highly technical book dedicated to specialists. The
objective is to provide a broad survey from the physical
description of a complex molecular system at the most fundamental
level, to the type of phenomenological models commonly used to
represent the function of large biological macromolecular
machines.The key conceptual elements serving as building blocks in
the formulation of different levels of approximations are
introduced along the way, aiming to clarify as much as possible how
they are interrelated. The only assumption is a basic familiarity
with simple mathematics (calculus and integrals, ordinary
differential equations, matrix linear algebra, and Fourier-Laplace
transforms).
The interface between a living cell and the surrounding world plays
a critical role in numerous complex biological processes. Sperm/egg
fusion, virus/cell fusion, exocytosis, endocytosis, and ion
permeation are a few examples of processes involving membranes. In
recent years, powerful tools such as X-ray crystal lography,
electron microscopy, nuclear magnetic resonance, and infra-red and
Raman spectroscopy have been developed to characterize the
structure and dy namics of biomembranes. Despite this progress,
many of the factors responsible for the function of biomembranes
are still not well understood. The membrane is a very complicated
supramolecular liquid-crystalline structure that is largely
composed of lipids, forming a bilayer, to which proteins and other
biomolecules are anchored. Often, the lipid bilayer environment is
pictured as a hydropho bic structureless slab providing a
thermodynamic driving force to partition the amino acids of a
membrane protein according to their solubility. However, much of
the molecular complexity of the phospholipid bilayer environment is
ignored in such a simplified view. It is likely that the atomic
details of the polar head group region and the transition from the
bulk water to the hydrophobic core of the membrane are important.
An understanding of the factors responsible for the function of
biomembranes thus requires a better characterization at the molec
ular level of how proteins interact with lipid molecules, of how
lipids affect protein structure and of how lipid molecules might
regulate protein function.
Covering theoretical methods and computational techniques in
biomolecular research, this book focuses on approaches for the
treatment of macromolecules, including proteins, nucleic acids, and
bilayer membranes. It uses concepts in free energy calculations,
conformational analysis, reaction rates, and transition pathways to
calculate and interpret biomolecular properties gleaned from
computer-generated membrane simulations. It also demonstrates
comparative protein structure modeling, outlines computer-aided
drug design, discusses Bayesian statistics in molecular and
structural biology, and examines the RISM-SCF/MCSCF approach to
chemical processes in solution.
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