Our single-cell transcriptome analysis revealed that epithelial galectin-3 and receptor interactions were associated with the impaired mitochondrial function and cell cycle arrest of CD8+ T cells in severe/critical COVID-19. Here, LGALS3 is linked to COVID-19.