Skip to main content

Table 1 Method performance on PMD *

From: Better prediction of functional effects for sequence variants

 

Method

F effect (Eqn. 3)

F neutral (Eqn. 3)

Q2 (Eqn. 4)

MCC (Eqn. 5)

human

SNAP2

78.0% ± 0.6

46.3% ± 1.3

68.8% ± 0.7

0.24 ± 0.01

 

PolyPhen-2

78.4% ± 0.4 **

45.1% ± 1.1 **

68.9% ± 0.5 **

0.23 ± 0.01 **

 

SNAP

74.9% ± 0.5

46.7% ± 1.1

65.8% ± 0.6

0.22 ± 0.01

 

SIFT

72.2% ± 0.6

49.0% ± 1.0

63.6% ± 0.6

0.23 ± 0.01

non-human

SNAP2

79.9% ± 0.3

45.8% ± 0.8

70.7% ± 0.4

0.26 ± 0.01

 

PolyPhen-2

77.1% ± 0.4

44.7% ± 0.8

67.6% ± 0.5

0.22 ± 0.01

 

SNAP

77.2% ± 0.3

45.5% ± 0.9

67.9% ± 0.5

0.23 ± 0.01

 

SIFT

77.0% ± 0.3

45.8% ± 0.8

67.7% ± 0.4

0.23 ± 0.01

  1. * Data set consisting of 9,657 variants (2,788 neutral, 6,869 effect) from 678 human proteins in the top rows and 42,160 variants (10,850 neutral, 31,310 effect) from 3,383 non-human proteins in the bottom rows. For each measure and species group, significantly best results are highlighted in bold. Measures with no bold highlighting indicate absence of a statistically significant best performer.
  2. ** Values might over-estimate performance for PolyPhen-2 due to overlap between data set used here and one used for training PolyPhen-2.