Provided are methods of determining whether a compound is an inhibitor of an S100 protein. The methods utilize a biosensor that comprises the S100 protein that has a covalently bound fluorescent dye at an amino acid residue of the S100 protein that becomes less exposed to the aqueous solution upon activation of the S100 protein, where the fluorescent dye has decreased fluorescence when exposed to the aqueous solution than when protected from exposure to the aqueous solution. Also provided are methods of treating a subject having metastatic cancer.
