CADD scores

GPTKB entity

Statements (51)
Predicate Object
gptkbp:instanceOf gptkb:software
gptkbp:accessibleBy gptkb:REST_API
gptkb:mobile_application
command line tool
gptkbp:alternativeTo gptkb:SIFT
gptkb:MutationTaster
gptkb:PolyPhen
gptkb:REVEL
gptkbp:availableOn periodically
gptkbp:citation gptkb:Kircher_M,_et_al._Nature_Genetics_2014
over 3000 (as of 2024)
gptkbp:developedBy gptkb:Daniel_MacArthur
gptkb:Martin_Kircher
gptkb:Jay_Shendure
gptkbp:featureCount over 60 annotations per variant
gptkbp:featureSources gptkb:ENCODE
gptkb:1000_Genomes_Project
Conservation scores
Functional genomics data
gptkbp:firstPublished 2014
gptkbp:format VCF
tab-delimited
gptkbp:fullName Combined Annotation Dependent Depletion scores
gptkbp:higherScoreMeans more likely to be deleterious
https://www.w3.org/2000/01/rdf-schema#label CADD scores
gptkbp:input genomic variant
gptkbp:latestReleaseVersion gptkb:CADD_v1.7
gptkbp:license free for academic use
gptkbp:output numerical score
gptkbp:outputInterpretation higher scores indicate higher likelihood of pathogenicity
gptkbp:publishedIn gptkb:Nature_Genetics
gptkbp:relatedTo functional annotation
variant effect prediction
gptkbp:scoredFor typically 0 to 99
gptkbp:scoreThreshold score >20 often considered deleterious
gptkbp:speciesSupported gptkb:human
gptkbp:supportsAlgorithm gptkb:machine_learning
gptkbp:trainer simulated and observed variants
gptkbp:usedBy clinicians
geneticists
bioinformaticians
gptkbp:usedFor predicting deleteriousness of genetic variants
gptkbp:usedIn population genetics
cancer genomics
genetic research
clinical genomics
personal genomics
rare disease variant prioritization
gptkbp:website https://cadd.gs.washington.edu/
gptkbp:bfsParent gptkb:dbNSFP
gptkbp:bfsLayer 6