In our study, although the AUROC of GPR was slightly higher than APRI in predicting advanced fibrosis and cirrhosis in CHB patients, it was not superior to the FIB-4 in identifying significant fibrosis, advanced fibrosis and cirrhosis in CHB patients in China. This evidence concerns the gene ALDH18A1 and fibrosis.