Melatonin, angiotensinogen (AGT), CRP, and ceramide acid (Cer) levels were upregulated in COVID-19 patients (log2 (FC) = 0.486, 1.191, 2.002, and 1.712; P  <  0.05). Here, AGT is linked to COVID-19.