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. Author manuscript; available in PMC: 2017 Jan 1.
Published in final edited form as: Neuroendocrinology. 2015 Jun 18;103(3-4):230–239. doi: 10.1159/000435884

Table 2.

Statistical analysis of missense variants with documented biological function testing.

SIFT PolyPhen-2 Concordant Prediction
True positive (N) 36 36 36
True negative (N) 7 8 7
False positive (N) 3 2 2
False negative (N) 6 6 6
Total (N) 52 52 51
Sensitivity (%) 85.7 85.7 85.7
Specificity (%) 70.0 80.0 77.8
Positive predictive value (%) 92.3 94.7 94.7
Negative predictive value (%) 53.8 57.1 53.8
Accuracy (%) 82.7 84.6 84.3
MCC 0.5 0.6 0.6

N: Number of variants. MCC: Matthews correlation coefficient