Our analysis revealed that genes coding for pyruvate carboxylase (pyc) had several-fold overexpression in the microbiomes of the COVID-19 (26.31%) and Recovered (4.11%) groups compared to Healthy controls (1.80%) (Fig. 9A, Data S3). Here, PC is linked to COVID-19.