Extended Data Fig. 3: Supplemental model interpretation. | Nature Cancer

Extended Data Fig. 3: Supplemental model interpretation.

From: A deep learning model of tumor cell architecture elucidates response and resistance to CDK4/6 inhibitors

Extended Data Fig. 3

a, NeST-VNN interpretation of the Nutlin-3a response. Nodes indicate assemblies; node sizes indicate assembly sizes in numbers of proteins; node colors indicate degrees of importance for response prediction; squares inside the nodes indicate whether the assembly contains TP53 and MDM2, drug targets of Nutlin-3a. b, Scatter plots of gene importance based on copy number amplifications (CNA) in clinical vs. cell line contexts (x vs. y). c, same as panel b except the gene importance is based on copy number deletions (CND). d, Alteration frequencies of genes within core assemblies. Includes somatic mutations, CNA, and CND observed in the TCGA/ICGC pan-cancer data.

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