Third, although we have detected the interactions of the DOCK7, PCSK9 and GALNT2 SNPs on hyperlipidaemia in this study, many unmeasured environmental and genetic factors still need to be considered. The gene discussed is GALNT2; the disease is hyperlipidemia.