Using activation status of signaling pathways as mechanism-based biomarkers to predict drug sensitivity.

There is a highly significant positive correlation (r = 0.709, p = 8.98 × 10 −193 ) between the expected, real IC 50 values measured in the CCLE dataset and the values predicted by regression, based on the CGP dataset, which clearly confirms the validity of the prediction framework proposed here.

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