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