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. Author manuscript; available in PMC: 2011 Jun 1.
Published in final edited form as: Curr Opin Struct Biol. 2010 Jun;20(3):342–350. doi: 10.1016/j.sbi.2010.03.006

Table 1.

List of current computational methods for predicting the functional effects of non-synonymous alleles.

Method Name Description URL
Align-GVGD
[6,7]
Phylogenetic method using phyisco-
chemical amino acid properties
http://agvgd.iarc.fr/agvgd_input.php
LRT [9] Phylogenetic method using estimated
rate of evolution
(no server)
LS-SNP [40] Database of polymorphisms, classified
by phylogenetic and structural features
combined with machine learning
http://modbase.compbio.ucsf.edu/LS-SNP/
MAPP [5] Phylogenetic method using patterns of
physico-chemical properties of amino
acid substitutions
http://mendel.stanford.edu/sidowlab/downloads/MAPP/index.html
MSRV [42.73] Various phylogenetic methods combined
with a custom machine learning
algorithm
http://bioinfo.steadybj.com/msrv
nsSNPAnalyzer
[74]
Phylogenetic and structural features
combined with machine learning
http://snpanalyzer.utmem.edu/
PANTHER
[75,76]
Database of polymorphisms, classified
by a phylogenetic method using patterns
of amino acid substitutions
http://www.pantherdb.org/tools/csnpScoreForm.jsp
PhD-SNP [41] Phylogenetic method using patterns of
amino acid substitutions
http://gpcr2.biocomp.unibo.it/cgi/predictors/PhD-SNP/PhDSNP.cgi
PMut [8] Phylogenetic and structural features
combined with machine learning
http://mmb2.pcb.ub.es:8080/PMut/
PolyPhen-2 [10] Phylogenetic and structural features
combined with machine learning
http://genetics.bwh.harvard.edu/pph2
SIFT [3,4,77] Phylogenetic method using patterns of
amino acid substitutions
http://sift.jcvi.org/
SNAP [11] Phylogenetic and structural features
combined with machine learning
http://cubic.bioc.columbia.edu/services/SNAP/
SNPs3D
[20,39,78]
Combination of 2 methods, one
phylogenetic and one based on structural
features
http://www.snps3d.org/
TopoSNP [38] Database of polymorphisms, classified
by structural features
http://gila.bioengr.uic.edu/snp/toposnp/