Some people swear by a Tena pad inside the nappy for extra absorption. I used to have to change DS 1-2 times overnight.
I then found that fleece longies were a godsend overnight. However I live in the land of a kazillion degrees and he wasn't tolerating wool shorties so I'm really glad he's weeing less ATM.
Even thicker polar fleece trackies will do the same job.