Here, we observed that a single IM dose of any of the four MVA-based vaccine candidates, despite the expression of different S proteins from Wuhan, Beta and Omicron BA.1, provided complete protection against Omicron BA.1 infection, with undetectable SARS-CoV-2 Omicron viral loads in the lungs. The gene discussed is PROS1; the disease is infection.