Four individuals with immunodeficiency and absent spike protein-specific antibody responses post vaccine developed mild symptoms only, suggesting an important role of the adaptive cellular immunity and the innate immune system in limiting SARS-CoV-2 viral replication. The gene discussed is CHMP5; the disease is Immunodeficiency.