TY - GEN
T1 - An analysis of information content present in protein-dna interactions
AU - Kauffman, Chris
AU - Karypis, George
PY - 2008
Y1 - 2008
N2 - Understanding the role proteins play in regulating DNA replication is essential to forming a complete picture of how the genome manifests itself. In this work, we examine the feasibility of predicting the residues of a protein essential to binding by analyzing protein-DNA interactions from an information theoretic perspective. Through the lens of mutual information, we explore which properties of protein sequence and structure are most useful in determining binding residues with a particular focus on sequence features. We find that the quantity of information carried in most features is small with respect to DNA-contacting residues, the bulk being provided by sequence features along with a select few structural features. Supplemental information for this article is available at
AB - Understanding the role proteins play in regulating DNA replication is essential to forming a complete picture of how the genome manifests itself. In this work, we examine the feasibility of predicting the residues of a protein essential to binding by analyzing protein-DNA interactions from an information theoretic perspective. Through the lens of mutual information, we explore which properties of protein sequence and structure are most useful in determining binding residues with a particular focus on sequence features. We find that the quantity of information carried in most features is small with respect to DNA-contacting residues, the bulk being provided by sequence features along with a select few structural features. Supplemental information for this article is available at
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M3 - Conference contribution
C2 - 18229709
AN - SCOPUS:40549129763
SN - 9812776087
SN - 9789812776082
T3 - Pacific Symposium on Biocomputing 2008, PSB 2008
SP - 477
EP - 488
BT - Pacific Symposium on Biocomputing 2008, PSB 2008
T2 - 13th Pacific Symposium on Biocomputing, PSB 2008
Y2 - 4 January 2008 through 8 January 2008
ER -