Notably, the mediation analysis in UKB-PPP showed that HGF significantly mediated the effects of HLI (27.17%) and BMI (19.79%), as well as a marginally significant mediation effect concerning physical activity measured in MET (20.38%) on breast cancer risk. This evidence concerns the gene HGF and breast carcinoma.