Analysis of C3G compared with other major glomerulonephritis cases showed 157 upregulated and 347 downregulated DEGs in the glomeruli (Fig. 2b, Supplementary data, Table S1), and no significant DEGs were found between the tubules. This evidence concerns the gene RAPGEF1 and glomerulonephritis.