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KRAS 12:25225713:A (K117N) × LUAD ×
Driver potential information
Model BoostDM class BoostDM score
(LUAD) Lung Adenocarcinoma Passenger 0.48
Feature importance

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Feature Feature value SHAP value
Linear Clustering Score (LCS) 0.00 -0.30 Medium negative
3D Clustering in Cancer Type (3CT) 1.00 -0.53 Medium negative
Recurrent in PFAM Domain (DOM) 2.00 0.00 Non-significant
PhyloP 100-way Score (PHYLOP) 0.96 0.83 Medium positive
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) 1.00 0.00 Non-significant
Consequence Type: Missense (MISSENSE) 1.00 0.02 Non-significant
Consequence Type: Nonsense (NONSENSE) 0.00 -0.04 Non-significant
Consequence Type: Splice-affecting (SPLICE) 0.00 0.00 Non-significant