Meanwhile, some reports showed that multivalent COVID-19 vaccines based on the full-length S or S1 proteins of the WT virus and Beta variant also produced a broad spectrum of neutralization titers against different viruses and variants (3, 40, 41). Here, PSMD1 is linked to COVID-19.