If a doctor works as a sole practitioner, he pays personal income taxes. If he incorporates, does he get to raise his prices because he now also pays corporate taxes? No, his competition won't allow it.
Taxes are paid by consumers. If there is no consuming going on, there will be no taxes paid by companies.
The corporate structure matters not.