Performance comparison between NG-motif, NGOME and our structure-based methods. Lei Jia Yaxiong Sun 10.1371/journal.pone.0181347.g004 https://plos.figshare.com/articles/figure/Performance_comparison_between_NG-motif_NGOME_and_our_structure-based_methods_/5232673 <p>NG-motif and NGOME prediction performances were represented by plotting the TPR v.s. FPR points (red triangle for NG-motif and blue square for NGOME) on the ROC of the RF method (purple line).</p> 2017-07-21 17:37:44 3 D structure-based properties data sets 194 Asn residues forest model causes over-engineering drug discovery process Protein asparagine deamidation prediction prediction tools hotspot residues test data deamidation case deamidation half-life NG motif Sequence-based prediction method sequence-based method methods Chemical stability protein therapeutics structure-based prediction models prediction method acid residues acid asparagine dihedral angles prediction models deamidated residues 25 proteins deamidated proteins chemical modifications crystal structures protein hotspot predictions train prediction models deamidation evaluation process non-deamidated residues