pyrupred is a software for the computational predictions of such modified serine sites with Feature Selection based on a Random Forest. Several types of features were considered in our method including PSSM conservation scores, disorders, secondary structures, solvent accessibilities, amino acid factors and amino acid occurrence frequencies.
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PLoS One. 2013 Jun 21;8(6):e66678. Print 2013.
Prediction and Analysis of Post-Translational Pyruvoyl Residue Modification Sites from Internal Serines in Proteins.
Jiang Y1, Li BQ, Zhang Y, Feng YM, Gao YF, Zhang N, Cai YD.