Table 4. Performance comparison of PROSPER with PoPS and SitePrediction based on independent test datasets extracted from recent proteomics profiling studies and a recent update of the MEROPS database.
Protease | Merops ID | Percentage of correctly predicted known cleavage sites (%) | ||
PoPS | SitePrediction | PROSPER | ||
Caspase-3 a | C14.003 | 92.7 | 45.6 | 83.6 |
Matrix metallopeptidase-2 b | M10.003 | 17.6 | 3.9 | 29.4 |
Granzyme B (human) a | S01.010 | 47.8 | -c | 76.9 |
Granzyme B (mouse) a | S01.136 | 65.1 | - | 77.4 |
Substrate dataset extracted from experimental data derived from N-terminal positional proteomics [20];
“-” denotes that the prediction result for this protease family is not available for this tool.
Note that these data are only available for a few proteases, including caspase-3, MMP-2, granzyme B (human) and granzyme B (mouse). The accuracy or sensitivity was calculated as the percentage of the known cleavage sites that were correctly predicted.