Universal Music’s €1.63bn ($2.2bn) takeover bid for BMG’s music publishing arm is set to win regulatory backing from the European Union’s top antitrust watchdog later this month, according to people familiar with the deal.

The European Commission opened an in-depth investigation into the takeover in December, when Brussels said it had “serious doubts” over its potential to undermine competition in the music publishing market.