There are no tax issues.
The new landlord would be tied in to the existing lease.
But the new rules means that he can't increase the rent any more than you could have done.
Does the landlord know the tenant? You would need to make sure that the rent account is bang up to date.
You will need to do an adjustment on closing for the deposit and any rent prepaid.