Furthermore, the mediation analysis revealed that the proportion of the mediation effect of genus Alistipes on CKD risk through the protein FBLN1 was 26.70% (95% CI = 0.006 to 0.6700, p = 0.04) (Figure 4C). This evidence concerns the gene FBLN1 and chronic kidney disease.