Computational approaches for the design and prediction of protein-protein interactions

Autor: Grigoryan, Gevorg, Ph. D. Massachusetts Institute of Technology
Jazyk: angličtina
Rok vydání: 2007
Předmět:
Druh dokumentu: Diplomová práce
Popis: Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Biology, 2007.
Includes bibliographical references (leaves 167-187).
There is a large class of applications in computational structural biology for which atomic-level representation is crucial for understanding the underlying biological phenomena, yet explicit atomic-level modeling is computationally prohibitive. Computational protein design, homology modeling, protein interaction prediction, docking and structure recognition are among these applications. Models that are commonly applied to these problems combine atomic-level representation with assumptions and approximations that make them computationally feasible. In this thesis I focus on several aspects of this type of modeling, analyze its limitations, propose improvements and explore applications to the design and prediction of protein-protein interactions.
by Gevorg Grigoryan.
Ph.D.
Databáze: Networked Digital Library of Theses & Dissertations