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. 2017 Jan 6;18:20. doi: 10.1186/s12859-016-1436-4

Table 1.

List of in silico prediction algorithms and conservation scores summarized through the Genome Tolerance Browser

Non-Synonymous Prediction Algorithms
Generic Cancer-Specific
SIFT TransFIC (SIFT)
PolyPhen-2 (HumVar & HumDiv) TransFIC (PolyPhen-2)
MutationAssessor TransFIC (MutationAssessor)
FATHMM (Unweighted & Weighted) FATHMM (Cancer)
FATHMM-MKL (Coding)
MutationTaster2
PROVEAN
VEST
LRT
MetaLR
MetaSVM
Genome-Wide Prediction Algorithms
CADD
DANN
FATHMM-MKL (Non-coding)
fitCons
Conservation Scores
PhastCons (46-Way)
PhyloP (46-way; vertebrate, primates and placental mammals)
PhastCons (100-Way)
PhyloP (100-way; vertebrate, primates and placental mammals)
GERP++
SiPhy