Schematic summary of the study design and patient cohort. Both blood and throat swabs were collected in different timepoint (1 to 5). Not all samples were analyzed in all omics approach due to different requirements of sample quality and amounts for different approach. The sample numbers for each omics data set were shown, and specific sampling time for each sample in each data set was listed in Dataset
EV1.