Moreover, there was a general trend for key collagen and matricellular transcripts to increase with prolonged hospitalization time, in line with previously published data41, 42, 43), identifying col3a1, col1a1, col1a2, and lox as the most abundant connective tissue molecules in COVID-19. Here, COL1A1 is linked to COVID-19.