Table 1.
Dataset | Diseasea | Unique genes | Risk Modelsb | Protective Models (IDI score < = −0.02)c | Pro-disease Models (IDI score > = 0.02)c | No. of top scoring VarClass Variantsc |
---|---|---|---|---|---|---|
GSE7226 Platform: GPL2005 | Intellectual disability | 2486 | 16551 | 82 | 82 | |
GSE7226 Platform: GPL2004 | Intellectual disability | 2676 | 18992 | 51 | 51 | |
GSE58356 | Gastric cancer | 9256 | 15272 | 12 | 10 | |
PPMI | Parkinson’s | 20264 | 6253 | 25 | 22 |
aDisease keywords are used in stages 1 and 2 of the VarClass flow Chart (see Fig. 1) to initiate the disease profile and extract information from ClinVar.
bRisk Models are derived from stages 3–8 of the VarClass pipeline, where each model represents a different type of network used to obtain information of VUS by gene association.
cProtective and Pro-disease models derived after filtering the results from step 7 (final outcome) of VarClass by applying IDI Thresholds and selecting a final number of Protecting and Pro-disease models and their associated variants.