The hub genes included ALDH1A1, EGF, NOX4, LYN, DNTT, PTGS2, TKT, ACAA2, and ALDH3A1. This study provides insights into the mechanisms underlying the effects of hypoxia on SSc pathogenesis. Here, ALDH3A1 is linked to systemic sclerosis.