Thioesters are ubiquitous functional groups in both chemistry and biology owing to their unique chemical properties. Thioester bonds are less stable than ester or amide bonds, but they are relatively stable in physiological environment. My main focus is the chemical biology of thioesters in this thesis. In the first part, I demonstrated the development of several chemical tools to study the protein S-palmitoylation, a biological original thioester. These chemical tools including a second-generation fluorescence-based turn-on depalmitoylation probe DPP-5 (Chapter 2) and mitochondrial-targeted APT inhibitor mitoFP (Chapter 3) to probe S-palmitoylation “eraser” activity in the live cells, as well as a fluorescence-based turn-on palmitoylation ...