Prediction of Nitrated Tyrosine Residues in Protein Sequences by Extreme Learning Machine and Feature Selection Methods.

Journal: Combinatorial chemistry & high throughput screening
Published Date:

Abstract

BACKGROUND: Accurately recognizing nitrated tyrosine residues from protein sequences would pave a way for understanding the mechanism of nitration and the screening of the tyrosine residues in sequences.

Authors

  • Lei Chen
    Department of Chemistry, Stony Brook University Stony Brook NY USA.
  • ShaoPeng Wang
    School of Life Sciences, Shanghai University, Shanghai 200444, China.
  • Yu-Hang Zhang
    Institute of Health Sciences, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China.
  • Lai Wei
  • XianLing Xu
    Department of Computer Science, Guangdong AIB Polytechnic, Guangzhou 510507, Guangdong, China.
  • Tao Huang
    The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
  • Yu-Dong Cai
    College of Life Science, Shanghai University, Shanghai, People's Republic of China.