For instance, the gene ABCA3 (ATP-binding cassette subfamily A member 3, which encodes a protein that is involved in the transport of various molecules from the extracellular to the intracellular side) shows a low level of association with COVID-19 (32). Here, ABCA3 is linked to COVID-19.