Table 2. In silico tools with pairs of non-overlapping thresholds that reach at least supporting evidence strength for both pathogenic and benign prediction.
Pathogenic prediction | Benign Prediction | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Tool | Pathogenic threshold | Sensitivity | LR+ | LR+ 95% CI | Strength (pathogenic) | Benign threshold | Specificity | LR- | LR- 95% CI | Strength (benign) | Correctly PV | % of correctly PV |
All SNVs | ||||||||||||
BayesDel_addAF | ≥0.39 | 0.6 | 3.21 | [2.19, 4.72] | Supporting | <0.23 | 0.44 | 0.35 | [0.26, 0.47] | Supporting | 302 | 56.87 |
CADD | >25 | 0.39 | 8.27 | [4.34, 15.75] | Moderate | ≤21.75 | 0.78 | 0.42 | [0.37, 0.48] | Supporting | 418 | 47.18 |
CADD | >16.3 | 0.82 | 2.59 | [2.1, 3.2] | Supporting | ≤16.3 | 0.68 | 0.26 | [0.21, 0.31] | Supporting | 703 | 79.35 |
Eigen-PC | >1.9 | 0.79 | 3 | [2.21, 4.07] | Supporting | ≤1.9 | 0.74 | 0.28 | [0.22, 0.35] | Supporting | 415 | 78.15 |
GERP++ | >4.22 | 0.44 | 4.33 | [2.51, 7.49] | Supporting | ≤0.15 | 0.35 | 0.32 | [0.22, 0.46] | Supporting | 225 | 42.37 |
MetaSVM | >0.81 | 0.55 | 3.25 | [2.16, 4.89] | Supporting | ≤0.46 | 0.6 | 0.38 | [0.3, 0.48] | Supporting | 272 | 56.55 |
phyloP100way | >7.32 | 0.15 | 17.8 | [2.5, 127] | Supporting | ≤0.8 | 0.57 | 0.36 | [0.28, 0.46] | Supporting | 130 | 24.48 |
REVEL | >0.77 | 0.63 | 3.05 | [2.12, 4.4] | Supporting | ≤0.7 | 0.69 | 0.38 | [0.31, 0.47] | Supporting | 309 | 64.24 |
SpliceAI | >0.3 | 0.67 | 58.12 | [27.23, 124.03] | Strong | ≤0.3 | 0.99 | 0.33 | [0.23, 0.48] | Supporting | 637 | 96.08 |
Missense only | ||||||||||||
BayesDel_addAF | ≥0.41 | 0.54 | 3.35 | [2.2, 5.12] | Supporting | <0.22 | 0.44 | 0.32 | [0.23, 0.45] | Supporting | 241 | 51.72 |
CADD | >23.25 | 0.6 | 3.19 | [2.17, 4.69] | Supporting | ≤20.9 | 0.62 | 0.36 | [0.28, 0.46] | Supporting | 283 | 60.6 |
Eigen-PC | >1.9 | 0.78 | 2.93 | [2.16, 3.98] | Supporting | ≤1.9 | 0.74 | 0.3 | [0.24, 0.38] | Supporting | 357 | 76.61 |
GERP++ | >4.22 | 0.44 | 4.27 | [2.47, 7.4] | Supporting | ≤–0.87 | 0.29 | 0.31 | [0.2, 0.47] | Supporting | 187 | 40.13 |
MetaSVM | >0.8 | 0.58 | 3.08 | [2.09, 4.53] | Supporting | ≤0.39 | 0.56 | 0.37 | [0.29, 0.48] | Supporting | 267 | 57.3 |
phastCons30way | >0.94 | 0.52 | 3.19 | [2.09, 4.88] | Supporting | ≤0.41 | 0.61 | 0.36 | [0.28, 0.46] | Supporting | 252 | 54.08 |
phyloP100way | >7.32 | 0.16 | 19.11 | [2.68, 136.47] | Supporting | ≤0.56 | 0.53 | 0.35 | [0.27, 0.46] | Supporting | 119 | 25.54 |
REVEL | >0.77 | 0.62 | 3.02 | [2.09, 4.35] | Supporting | ≤0.7 | 0.69 | 0.39 | [0.32, 0.48] | Supporting | 297 | 63.73 |
Non-missense only | ||||||||||||
CADD | >11.5 | 0.93 | 8.62 | [3.42, 21.77] | Supporting | ≤11.5 | 0.89 | 0.08 | [0.05, 0.11] | Supporting | 350 | 92.84 |
SNVs in HBB | ||||||||||||
BayesDel_addAF | ≥0.31 | 0.8 | 6.43 | [2.23, 18.58] | Supporting | <0.31 | 0.88 | 0.22 | [0.17, 0.3] | Supporting | 210 | 81.08 |
CADD | >25.25 | 0.42 | 31.64 | [4.5, 222.38] | Moderate | ≤22.65 | 0.92 | 0.42 | [0.37, 0.48] | Supporting | 264 | 48.71 |
CADD | >10.8 | 0.94 | 3.26 | [2.29, 4.64] | Supporting | ≤10.8 | 0.71 | 0.08 | [0.05, 0.12] | Supporting | 494 | 91.14 |
SNVs in HBA1 | ||||||||||||
CADD | >22.95 | 0.59 | 4.94 | [2.29, 10.68] | Supporting | ≤17 | 0.66 | 0.3 | [0.19, 0.48] | Supporting | 84 | 61.76 |