Species-specific optimizations of sequence and structure.

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Species-specific optimizations of sequence an ...
Michel Justin Dumontier
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Last edited by WorkBot
December 15, 2009 | History

Species-specific optimizations of sequence and structure.

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How does life adapt to the diverse environmental conditions found on earth? In the ongoing mission to answer this question, genome sequencing efforts identify the genes and proteins that provide the mechanism for growth, reproduction and adaptation. In this study, we took advantage of this exceptional opportunity to investigate whether sequences and structures from different organisms exhibited features that were species-specific. We analyzed the amino acid composition of sequences and structures of up to 150 completely sequenced genomes and explored the effectiveness of predictive methods that take advantage of amino acid composition bias. As a first case, we demonstrate a fast and simple method to predict domain linkers from sequence composition alone. Since the number of solved protein structures for any complete genome is rather nominal, we built a database of conservative, domain-based homology models called the species-specific fold database. Our analysis indicates that species-specific sequence and structure optimizations are significantly attributable to lifestyle and environment. Predictive scoring functions based on genome composition biases are shown to be effective in the identification of the taxonomic origin from sequence composition alone. Our predictive contact potentials derived from residue contacts in the structure models captures species-specific contact preferences that may be useful in evaluating structure optimizations. Finally, we demonstrate the ability of novel, asymmetric, species-specific substitution matrices in the alignment of compositionally biased sequences. Taken together, this work presents an original exploration into the adaptation of organisms from diverse environments using both sequence and structure information.

Publish Date
Language
English
Pages
258

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Edition Notes

Adviser: Christopher W. V. Hogue.

Thesis (Ph.D.)--University of Toronto, 2004.

Electronic version licensed for access by U. of T. users.

Source: Dissertation Abstracts International, Volume: 65-10, Section: B, page: 5127.

The Physical Object

Pagination
258 leaves.
Number of pages
258

ID Numbers

Open Library
OL19886886M
ISBN 10
0612942449

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December 15, 2009 Edited by WorkBot link works
October 24, 2008 Created by ImportBot Imported from University of Toronto MARC record