I want to stop using diapers for my three year old in the night, but afraid that it would affect his sleep. Should I wait?

I started to practice my daughter when she was 2.5 years old. I took her to toilet before bed time and still put diaper on. I stop using diaper once I was confident that she sleep throught the night and did not wet the bed.