Plate-based proliferation assays are used in oncology drug discovery to evaluate the potency of compounds and sensitivity of cell lines. A dose-response curve describes the relationship between increasing drug concentration and the resulting change in response. To determine the IC50, which is the dose that inhibits 50% of the response, one should test at least three doses around the estimated proper dose, use a negative control, and blank wells. The assay is run and optical densities are determined using assays like MTS, MTT, or Orangu, with the data exported to Excel. The ODs are normalized to the mean control and inhibition curves are constructed to find the IC50.