Hello Deltaedmonton,
You should be good to sponsor your parents with a co-signer (wife). IRCC won't check who earns more and less on your application. As long as you meet the Income requirements for PGP 2021 (2020, 2019, 2018).
See table below:
Total number of people you’ll be responsible...