Table 4. Results of combined predictions in discrimination of G+1-dependent 3′ss from G+1-independent 3′ss.
Combined toolspredictions | Number of values | Sensitivityb | Specificityb | Sensitivityc | Specificityc | ||||
exceeding cut-offa | (N = 30) | 95% confidence interval | (N = 30) | 95% confidence interval | (N = 30) | 95% confidence interval | (N = 30) | 95% confidence interval | |
A) Py25, ME s.d., ME p.d. | 2 | 95% | 0.72–1.00 | 90% | 0.54–0.99 | 93% | 0.64–1.00 | 94% | 0.68–1.00 |
B) Py25, ME s.d., PSSM s.d. | 2 | 90% | 0.67–0.98 | 70% | 0.35–0.92 | 93% | 0.64–1.00 | 94% | 0.68–1.00 |
C) Py25, ME p.d., PSSM s.d. | 2 | 89% | 0.65–0.98 | 70% | 0.35–0.92 | 93% | 0.64–1.00 | 94% | 0.68–1.00 |
Each combined prediction was considered positive if two or more of the three predicted values exceeded the herein proposed cut-off values of the individual tools. bThe sensitivity and specificity was calculated using Fu-mut set of G+1 mutations, containing artificially mutated PPTs. cThe sensitivity and specificity calculated using combined sets: test set and borderline set of G+1 mutations. Py25 = number of pyrimidines in the 25 nucleotides upstream from splice site; ME s.d. = difference between wild type and mutant sequence scores predicted by MaxEnt program; ME p.d. = difference between wild type and mutant sequence percentiles predicted by MaxEnt program; PSSM s.d.: accordingly.