Title
Identification and characterization of lysine-methylated sites on histones and non-histone proteins.
Abstract
•This is the first study to classify proteins into histones and non-histones to identify potentially modified sites.•The method significantly improved the predictive accuracy of histones compared to previous approaches.•For histones, the predictive sensitivity achieved 85.62% and specificity achieved 80.32%. For non-histone proteins, the predictive sensitivity was 69.1% and specificity was 88.72%.•The features of the flanking region of lysine-methylated sites on histones and non-histone proteins were discovered to be significantly different.
Year
DOI
Venue
2014
10.1016/j.compbiolchem.2014.01.009
Computational Biology and Chemistry
Keywords
Field
DocType
Post-translational modification,PTM,Lysine,Methylation,Histone,Non-histone,Support vector machine,SVM
Histone-modifying enzymes,Protein methylation,Conserved sequence,Histone,Biology,Biochemistry,Amino acid,Histone methylation,Methylation,Bioinformatics,Lysine
Journal
Volume
Issue
ISSN
50
C
1476-9271
Citations 
PageRank 
References 
0
0.34
11
Authors
5
Name
Order
Citations
PageRank
Tzong-Yi Lee161737.18
Cheng-Wei Chang200.34
Cheng-Tsung Lu32039.04
Tzu-Hsiu Cheng4241.30
Tzu-Hao Chang514511.92