The present invention relates to compounds which modulate (e.g., inhibit) the activity of beta-hydroxylase (e.g., Asparatyl (asparaginyl) β-hydroxylase (ASPH)), including novel 2-aryl-5-amino-3(2H)-furanone and 2-heteroaryl-5-amino-3(2H)-furanone compounds, pharmaceutical compositions thereof, methods for their synthesis, and methods of using these compounds to modulate the activity of ASPH in an a cell-free sample, a cell-based assay, and in a subject. Other aspects of the invention relate to use of the compounds disclosed herein to ameliorate or treat cell proliferation disorders.