Since the “COVID-19-specific gene signature” is derived from direct comparison of COVID-19 versus non-COVID-19 infections, ZC3H13, AMIGO1, and ATL3 under-expressed in COVID-19 equates to higher expression in non-COVID-19 infections. The gene discussed is ATL3; the disease is COVID-19.