Interestingly, we also found that ATP synthesis-related genes (e.g., ATP5F1A, ATP5F1B, ATP5F1C, ATP5F1D, ATP5F1E) were significantly increased in COVID-19 patients (Figs. 4P and S5). Here, ATP5F1A is linked to COVID-19.