The Elektor circuit is working from 0 to about 39 volts. So it is not a problem for the 110 VAC.

You do not have to make any changes.

Maybe only R5 to a lower value, say 15 ohms, but I doubt it is going to be needed.

The design is very clever and very efficient.

Although no isolation is offered. Watch out!

Ioannis