Lysine-specific demethylase 1 (LSD1) can be covalently labeled using tranylcypromine (TCP) based molecules. LSD1 labeling is specific for non-denatured enzymes. Further investigation of the inhibition mechanism of TCP based inhibitors for LSD1 is needed.