Persecute means to harass or treat unjustly.
- The committee may persecute them for their political dissent.
Prosecute means to bring legal action against or to pursue something until the end.
- Some states prosecute juveniles as adults in criminal court.
- Their patent prosecution on DNA techniques helped the industry.