Research Article
Conformational B-Cell Epitope Prediction Method Based on Antigen Preprocessing and Mimotopes Analysis
Table 2
The prediction results on testing datasets.
| PDB_ID | MimoPro/this method | True epitopes | Predicted epitope | Sen | Spe | PPV | MCC | (Sen + Spe)/2 | ACC | |
| Antigen-antibody interactions | 3IU3_I | 23 | 34/32 | 0.61/0.61 | 0.75/0.78 | 0.41/0.44 | 0.18/0.19 | 0.68/0.69 | 0.72/0.74 | 0.49/0.51 | 1YY9_A | 15 | 43/18 | 0.00/0.00 | 0.91/0.96 | 0.00/0.00 | ā0.01/ā0.01 | 0.45/0.48 | 0.88/0.93 | 0.00/0.00 | 1N8Z_C | 20 | 38/36 | 0.90/0.85 | 0.95/0.95 | 0.47/0.47 | 0.14/0.13 | 0.93/0.90 | 0.95/0.95 | 0.62/0.61 | 2ADF_A | 15 | 24/20 | 0.87/0.87 | 0.90/0.94 | 0.54/0.65 | 0.23/0.25 | 0.89/0.90 | 0.90/0.93 | 0.67/0.74 | 1IQD_C | 16 | 40/37 | 0.56/0.50 | 0.68/0.70 | 0.23/0.22 | 0.08/0.07 | 0.62/0/60 | 0.66/0.67 | 0.32/0.30 | 2GHW_A | 29 | 38/37 | 0.48/0.48 | 0.80/0.81 | 0.37/0.38 | 0.13/0.14 | 0.64/0.64 | 0.73/0.74 | 0.42/0.42 | 2NY7_G | 25 | 30/29 | 0.12/0.12 | 0.87/0.87 | 0.10/0.10 | 0.00/0.00 | 0.49/0.50 | 0.78/0.79 | 0.11/0.11 | 1G9M_G | 15 | 47/46 | 0.73/0.73 | 0.83/0.84 | 0.23/0.24 | 0.10/0.10 | 0.78/0.79 | 0.83/0.83 | 0.35/0.36 | 1E6J_P | 11 | 45/43 | 0.73/0.73 | 0.77/0.79 | 0.18/0.19 | 0.08/0.08 | 0.75/0.76 | 0.77/0.78 | 0.29/0.30 | 1ZTX_E | 14 | 39/37 | 0.10/0.10 | 0.63/0.66 | 0.36/0.38 | 0.24/0.24 | 0.81/0.83 | 0.69/0.72 | 0.53/0.55 | 2AJF_A | 20 | 43/39 | 0.10/0.10 | 0.90/0.91 | 0.05/0.05 | 0.00/0.00 | 0.50/0.50 | 0.86/0.87 | 0.06/0.07 | 1BJ1_W | 19 | 32/32 | 0.68/0.68 | 0.72/0.72 | 0.41/0.41 | 0.19/0.19 | 0.70/0.70 | 0.72/0.72 | 0.51/0.51 | 1JRH_I | 21 | 31/30 | 0.95/0.90 | 0.82/0.82 | 0.65/0.63 | 0.38/0.36 | 0.88/0.86 | 0.85/0.84 | 0.77/0.75 |
| Protein-protein interactions | 1AVZ_B | 16 | 32/31 | 0.69/0.69 | 0.71/0.72 | 0.34/0.35 | 0.16/0.17 | 0.70/0.70 | 0.70/0.72 | 0.46/0.47 | 1HX1_B | 20 | 38/38 | 0.75/0.75 | 0.69/0.69 | 0.39/0.39 | 0.20/0.20 | 0.72/0.72 | 0.70/0.70 | 0.52/0.52 | 2GSK_A | 33 | 40/37 | 0.21/0.21 | 0.93/0.93 | 0.18/0.19 | 0.04/0.04 | 0.57/0.57 | 0.88/0.88 | 0.19/0.20 | 3EZE_B | 20 | 27/26 | 0.75/0.70 | 0.74/0.74 | 0.56/0.54 | 0.29/0.27 | 0.75/0.72 | 0.75/0.73 | 0.64/0.61 | 1II4_A | 30 | 41/39 | 0.60/0.60 | 0.69/0.72 | 0.44/0.46 | 0.18/0.19 | 0.64/0.66 | 0.66/0.68 | 0.51/0.52 |
| Average | 0.60/0.58 | 0.79/0.81 | 0.33/0.34 | 0.14/0.15 | 0.70/0.70 | 0.78/0.79 | 0.41/0.43 |
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