It can't increase rent. Rent are capped by what tenants can pay, they are specifically set to "as much as the tenants can afford" because everyone needs a roof. Taxing the landlord doesn't give more moneys to the tenant.
However, what could happen is that the rental income after tax is lower and not enough anymore to cover the mortgage or the maintenance costs, then the property has to be sold.