For this study, we developed a revised version of meta-regression, case-weighted meta-regression, which resolved the problem.[33] This could be applied in the relationship between MTHFR C677T and CKD to explore the heterogeneity. The gene discussed is MTHFR; the disease is chronic kidney disease.