Low CD4 cell counts (<200 cells/μL) reduced the chances of normal and high titers of COVID-19 antibodies with an odds ratio of 0.27; p < 0.01 for normal antibody response and odds ratio of 0.304 for high antibody response; p = 0.001. The gene discussed is CD4; the disease is COVID-19.