Abstract: This invention is directed to a multi-analyte column comprising two or more layers with a first solid support having specific binding affinity for kinases and a second solid support having non-specific binding affinity for kinases. Methods are also provided, including methods of detecting low abundance kinases, predicting resistance to chemotherapy, determining cancer prognosis, and improving the effectiveness of a treatment regimen.