Besides, BMP1 is necessary to generate functional high-density lipoprotein particles for reverse cholesterol transport (Riggs & Rohatgi, 2019), and contributes to renal fibrosis in chronic kidney disease by affecting the maturation and deposition of collagen and subsequent profibrotic responses and inflammation (Bai et al., 2019). This evidence concerns the gene BMP1 and chronic kidney disease.