This is not exactly what you are looking for but the lead guy keeps looking for his sister who was kidnapped both orphan's also this is not a drama but a movie.
Commitment (as lead is the rapper from Big Band T.O.P)
Marigold in 4 minutes - not totally orphans but the mom always is abroad for her work so the eldest was the one who took the single parent role for his siblings