Transcriptomic profiling of peripheral blood mononuclear cells (PBMCs) from COVID-19 patients validated proxitropic variants (rs8192330 and rs4800403) with distinct expression signatures and prioritized <i>DMTN</i> and <i>PIWIL2</i> as the likely causal genes. This evidence concerns the gene PIWIL2 and COVID-19.