You can't take it apart? I would have recommended using PVC primer and glue in the first place. I suppose you could try teflon tape too.
But I'll be the first to admit, I've got pretty much zero skills when it comes to DIY and home improvement stuff. You're probably better off waiting for someone more "masterful" than me to answer!