The mediation analysis showed that MetS-Z mediated the association between CRP levels and overall cancer (12.67%), digestive system cancer (10.16%), and obesity-related cancer risk (13.87%). The gene discussed is CRP; the disease is obesity due to melanocortin 4 receptor deficiency.