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PIK3CA 3:179210224:G (F430L) × HNSC ×
Driver potential information
Model BoostDM class BoostDM score
(HNSC) Head and Neck Squamous Cell Carcinoma Passenger 0.05
Feature importance

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Feature Feature value SHAP value
Linear Clustering Score (LCS) 0.00 -0.20 Medium negative
3D Clustering in Cancer Type (3CT) 0.00 -0.98 Medium negative
Recurrent in PFAM Domain (DOM) 1.00 0.15 Medium positive
PhyloP 100-way Score (PHYLOP) 2.60 -0.42 Medium negative
Stop Codon in Last Exon (NMD) 0.00 0.00 Non-significant
Post-translational Modification Site: Acetylation (ACETYLATION) 0.00 0.00 Non-significant
Post-translational Modification Site: Methylation (METHYLATION) 0.00 0.00 Non-significant
Post-translational Modification Site: Phosphorylation (PHOS) 0.00 0.00 Non-significant
Post-translational Modification Site: Regulatory site (REG) 0.00 0.00 Non-significant
Post-translational Modification Site: Ubiquitination (UB) 0.00 0.00 Non-significant
Consequence Type: Missense (MISSENSE) 1.00 0.20 Medium positive
Consequence Type: Nonsense (NONSENSE) 0.00 0.00 Non-significant
Consequence Type: Splice-affecting (SPLICE) 0.00 0.00 Non-significant