With a pre-test probability of 30%, if a patient tests positive for IgG and IgM, the post-test probability that the patient truly has a history of SARS-CoV-2 infection or acute COVID-19 would be approximately 92% and 89%, respectively. The gene discussed is CD40LG; the disease is COVID-19.