Analysis confirmed a direct correlation in the expression patterns of 24 proteins implicated in AD and 23 proteins involved in PD with COVID-19. A protein–protein interaction network and cluster analysis revealed direct correlation in differential expression between COVID-19 and PD and identified SNCA as a hub protein. Here, SNCA is linked to COVID-19.