Based on bioinformatics analysis and previous studies, this study identified hub genes (RPS7, IGF1R, DICER1, ERH, MCTS1, TNPO1, FLNA, and PXN) that may contribute to the evaluation and treatment of COVID-19 and thrombosis. Here, PXN is linked to COVID-19.