COL1A1 and osteogenesis imperfecta: Zhao et al. [34] also researched the correlation between cardiovascular alterations and genotypes in OI through multiple regression analysis, and they showed that COL1A1 mutation and defects in type I collagen were key predictors of cardiovascular abnormalities.