A recent preprint, “Immunological and Antigenic Signatures Associated with Chronic Illnesses after COVID-19 Vaccination” has fueled anti-COVID-19 vaccine rhetoric. It is being circulated by anti-vaccine advocates as proof that COVID-19 vaccines cause immunodeficiency and therefore, their claims for the past 5 years are validated.